From 24f3217ac5085ea5a93307dde975ef01caceff12 Mon Sep 17 00:00:00 2001
From: Iain McGinniss <309153+iainmcgin@users.noreply.github.com>
Date: Wed, 22 Apr 2026 23:14:36 +0000
Subject: [PATCH 1/4] benchmarks: add prost bytes-feature variant and
 bytes-heavy MediaFrame message
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Adds a bench-prost-bytes crate that builds prost types with
prost-build's .bytes(['.']) substitution (bytes::Bytes for every bytes
field) and decodes from bytes::Bytes input so prost's zero-copy
copy_to_bytes slicing path is actually exercised. Only decode/merge are
measured; the substitution does not affect the encode path.

Introduces a MediaFrame benchmark message (single large bytes body +
repeated bytes chunks + map<string, bytes> attachments) so the new
variant has bytes fields to work with. The existing four messages are
string-heavy and leave the feature inert — MediaFrame exercises it.

Also:
- random_bytes in gen-datasets uses rng.fill_bytes (was elementwise).
- charts/generate.py gains a 'prost (bytes)' series and a MediaFrame
  row; README performance tables and explanatory note are updated.
- Taskfile.yml adds bench-prost-bytes + bench-cross-prost-bytes and
  integrates the new variant into bench-cross.

Throughput on MediaFrame decode (MiB/s, native, 50 payloads, ~11 KB
each): buffa (view) 73,004 / prost (bytes) 23,516 / buffa 16,816 /
prost 9,648. perf-stat evidence in the PR description.
---
 Cargo.toml                                 |   1 +
 README.md                                  |  48 +-
 Taskfile.yml                               |  24 +-
 benchmarks/Dockerfile.bench-prost-bytes    |  25 +
 benchmarks/buffa/Cargo.lock                |  14 +-
 benchmarks/buffa/benches/protobuf.rs       |  37 +
 benchmarks/buffa/src/lib.rs                |  27 +
 benchmarks/charts/binary-decode.svg        | 147 ++--
 benchmarks/charts/binary-encode.svg        | 129 +--
 benchmarks/charts/generate.py              |  31 +-
 benchmarks/charts/json-decode.svg          |  83 +-
 benchmarks/charts/json-encode.svg          |  67 +-
 benchmarks/charts/tables.md                |  44 +-
 benchmarks/datasets/log_record.pb          | 460 +++++-----
 benchmarks/datasets/media_frame.pb         | Bin 0 -> 558112 bytes
 benchmarks/gen-datasets/Cargo.lock         |  14 +-
 benchmarks/gen-datasets/src/main.rs        |  64 +-
 benchmarks/prost-bytes/Cargo.lock          | 963 +++++++++++++++++++++
 benchmarks/prost-bytes/Cargo.toml          |  23 +
 benchmarks/prost-bytes/benches/protobuf.rs | 116 +++
 benchmarks/prost-bytes/build.rs            |  17 +
 benchmarks/prost-bytes/src/lib.rs          |  24 +
 benchmarks/prost/benches/protobuf.rs       |   7 +
 benchmarks/proto/bench_messages.proto      |  14 +
 24 files changed, 1904 insertions(+), 475 deletions(-)
 create mode 100644 benchmarks/Dockerfile.bench-prost-bytes
 create mode 100644 benchmarks/datasets/media_frame.pb
 create mode 100644 benchmarks/prost-bytes/Cargo.lock
 create mode 100644 benchmarks/prost-bytes/Cargo.toml
 create mode 100644 benchmarks/prost-bytes/benches/protobuf.rs
 create mode 100644 benchmarks/prost-bytes/build.rs
 create mode 100644 benchmarks/prost-bytes/src/lib.rs

diff --git a/Cargo.toml b/Cargo.toml
index 232430b..e467394 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -14,6 +14,7 @@ exclude = [
     "benchmarks/gen-datasets",
     "benchmarks/buffa",
     "benchmarks/prost",
+    "benchmarks/prost-bytes",
     "benchmarks/google",
     "benchmarks/go",
     "examples/addressbook",
diff --git a/README.md b/README.md
index 1d30012..505514c 100644
--- a/README.md
+++ b/README.md
@@ -146,7 +146,7 @@ let decoded: MyMessage = serde_json::from_str(&json).unwrap();
 
 ## Performance
 
-Throughput comparison across four representative message types, measured on an Intel Xeon Platinum 8488C (x86_64). Cross-implementation benchmarks run in Docker for toolchain consistency (`task bench-cross`). Higher is better.
+Throughput comparison across five representative message types, measured on an Intel Xeon Platinum 8488C (x86_64). Cross-implementation benchmarks run in Docker for toolchain consistency (`task bench-cross`). Higher is better.
 
 ### Binary decode
 
@@ -154,12 +154,13 @@ Throughput comparison across four representative message types, measured on an I
 
 <details><summary>Raw data (MiB/s)</summary>
 
-| Message | buffa | buffa (view) | prost | protobuf-v4 | Go |
-|---------|------:|------:|------:|------:|------:|
-| ApiResponse | 834 | 1,413 (+69%) | 766 (−8%) | 712 (−15%) | 270 (−68%) |
-| LogRecord | 768 | 1,921 (+150%) | 681 (−11%) | 873 (+14%) | 249 (−68%) |
-| AnalyticsEvent | 198 | 316 (+60%) | 252 (+28%) | 358 (+81%) | 91 (−54%) |
-| GoogleMessage1 | 1,024 | 1,322 (+29%) | 998 (−3%) | 648 (−37%) | 344 (−66%) |
+| Message | buffa | buffa (view) | prost | prost (bytes) | protobuf-v4 | Go |
+|---------|------:|------:|------:|------:|------:|------:|
+| ApiResponse | 862 | 1,475 (+71%) | 756 (−12%) | 676 (−22%) | 712 (−17%) | 270 (−69%) |
+| LogRecord | 722 | 1,984 (+175%) | 712 (−1%) | 676 (−6%) | 873 (+21%) | 249 (−65%) |
+| AnalyticsEvent | 199 | 320 (+61%) | 254 (+28%) | 194 (−3%) | 358 (+80%) | 91 (−54%) |
+| GoogleMessage1 | 1,014 | 1,341 (+32%) | 956 (−6%) | 931 (−8%) | 648 (−36%) | 344 (−66%) |
+| MediaFrame | 16,816 | 73,004 (+334%) | 9,648 (−43%) | 23,516 (+40%) | — | — |
 
 </details>
 
@@ -171,10 +172,11 @@ Throughput comparison across four representative message types, measured on an I
 
 | Message | buffa | prost | protobuf-v4 | Go |
 |---------|------:|------:|------:|------:|
-| ApiResponse | 2,613 | 1,680 (−36%) | 1,049 (−60%) | 556 (−79%) |
-| LogRecord | 4,102 | 3,000 (−27%) | 1,666 (−59%) | 302 (−93%) |
-| AnalyticsEvent | 656 | 366 (−44%) | 511 (−22%) | 159 (−76%) |
-| GoogleMessage1 | 2,644 | 1,867 (−29%) | 872 (−67%) | 358 (−86%) |
+| ApiResponse | 2,543 | 1,810 (−29%) | 1,049 (−59%) | 556 (−78%) |
+| LogRecord | 4,018 | 3,093 (−23%) | 1,666 (−59%) | 302 (−92%) |
+| AnalyticsEvent | 656 | 357 (−46%) | 511 (−22%) | 159 (−76%) |
+| GoogleMessage1 | 2,594 | 1,808 (−30%) | 872 (−66%) | 358 (−86%) |
+| MediaFrame | 45,990 | 38,514 (−16%) | — | — |
 
 </details>
 
@@ -186,10 +188,11 @@ Throughput comparison across four representative message types, measured on an I
 
 | Message | buffa | prost | Go |
 |---------|------:|------:|---:|
-| ApiResponse | 867 | 805 (−7%) | 116 (−87%) |
-| LogRecord | 1,312 | 1,083 (−17%) | 140 (−89%) |
-| AnalyticsEvent | 777 | 758 (−2%) | 51 (−93%) |
-| GoogleMessage1 | 1,021 | 830 (−19%) | 128 (−88%) |
+| ApiResponse | 875 | 943 (+8%) | 116 (−87%) |
+| LogRecord | 1,294 | 1,407 (+9%) | 140 (−89%) |
+| AnalyticsEvent | 786 | 843 (+7%) | 51 (−93%) |
+| GoogleMessage1 | 961 | 1,007 (+5%) | 128 (−87%) |
+| MediaFrame | 1,423 | 1,449 (+2%) | — |
 
 </details>
 
@@ -201,16 +204,19 @@ Throughput comparison across four representative message types, measured on an I
 
 | Message | buffa | prost | Go |
 |---------|------:|------:|---:|
-| ApiResponse | 718 | 293 (−59%) | 70 (−90%) |
-| LogRecord | 797 | 690 (−13%) | 110 (−86%) |
-| AnalyticsEvent | 265 | 235 (−11%) | 46 (−83%) |
-| GoogleMessage1 | 646 | 255 (−60%) | 73 (−89%) |
+| ApiResponse | 706 | 303 (−57%) | 70 (−90%) |
+| LogRecord | 757 | 696 (−8%) | 110 (−85%) |
+| AnalyticsEvent | 268 | 233 (−13%) | 46 (−83%) |
+| GoogleMessage1 | 640 | 258 (−60%) | 73 (−89%) |
+| MediaFrame | 1,942 | 1,954 (+1%) | — |
 
 </details>
 
-**Message types:** ApiResponse (~200 B, flat scalars), LogRecord (~1 KB, strings + map + nested message), AnalyticsEvent (~10 KB, deeply nested + repeated sub-messages), GoogleMessage1 (standard protobuf benchmark message).
+**Message types:** ApiResponse (~200 B, flat scalars), LogRecord (~1 KB, strings + map + nested message), AnalyticsEvent (~10 KB, deeply nested + repeated sub-messages), GoogleMessage1 (standard protobuf benchmark message), MediaFrame (~10 KB, dominated by `bytes` fields — primary body + chunked sub-blobs + named attachments).
 
-**Libraries:** prost 0.13 + pbjson 0.7, protobuf‑v4 (Google Rust/upb, v4.33.1), Go `google.golang.org/protobuf` v1.36.6. protobuf-v4 JSON is not included as it does not provide a JSON codec.
+**Libraries:** prost 0.13 + pbjson 0.7, protobuf‑v4 (Google Rust/upb, v4.33.1), Go `google.golang.org/protobuf` v1.36.6. protobuf-v4 JSON is not included as it does not provide a JSON codec. `MediaFrame` throughput numbers are intentionally absent for protobuf-v4 and Go: those suites run a fixed set of messages we did not extend for this experiment.
+
+**`prost (bytes)`** uses `prost-build`'s `.bytes(["."])` config so every proto `bytes` field is generated as `bytes::Bytes` instead of `Vec<u8>`, and decodes from a `bytes::Bytes` input to exercise `Bytes`' zero-copy `copy_to_bytes` slicing. The substitution only affects the decode path, so only decode numbers are reported — `prost (bytes)` encode tracks default `prost` by construction. On the four non-bytes messages, `prost (bytes)` tracks default `prost` within noise (and is slightly slower on `ApiResponse` where the per-message `Bytes::clone` refcount overhead isn't offset by any actual zero-copy). On `MediaFrame` it runs ~2.4× faster than default `prost` at decode, confirming that prost's feature does land when it has bytes fields to work with. buffa views are in a different regime again: they borrow directly from the input buffer for strings, bytes, and nested message bodies, so `buffa (view)` on `MediaFrame` is ~3× the `prost (bytes)` number and ~4.3× `buffa`'s own owned decode. Views also benefit on the four non-bytes messages, where prost's `bytes` feature is inert.
 
 **Owned decode trade-offs:** buffa's owned decode is typically within ±10% of prost, trading a small throughput cost for features prost omits: unknown-field preservation by default, typed `EnumValue<E>` wrappers (not raw `i32`), and a type-stable decode loop that supports recursive message types without manual boxing. The zero-copy view path (`MyMessageView::decode_view`) sidesteps allocation entirely and is the recommended fast decode path. protobuf-v4's decode advantage on deeply-nested messages comes from upb's arena allocator — all sub-messages are bump-allocated in one arena rather than individually boxed.
 
diff --git a/Taskfile.yml b/Taskfile.yml
index e03c90b..3a6dc50 100644
--- a/Taskfile.yml
+++ b/Taskfile.yml
@@ -285,6 +285,15 @@ tasks:
     cmds:
       - cargo bench -- {{.CLI_ARGS}}
 
+  bench-prost-bytes:
+    desc: >-
+      Run the prost `bytes::Bytes` variant (prost-build `.bytes(["."])`
+      config + `Bytes` decode input). Intended as the fair comparison
+      point for buffa's view-based zero-copy decode.
+    dir: benchmarks/prost-bytes
+    cmds:
+      - cargo bench -- {{.CLI_ARGS}}
+
   # ── Cross-implementation comparison (Docker) ───────────────────────
   #
   # Docker is required for google-rs (needs cmake + specific protoc 33.1)
@@ -305,6 +314,12 @@ tasks:
       - docker build -t buffa-bench-prost -f benchmarks/Dockerfile.bench-prost .
       - docker run --rm buffa-bench-prost
 
+  bench-cross-prost-bytes:
+    desc: Run prost-bytes benchmarks in Docker (for bench-cross).
+    cmds:
+      - docker build -t buffa-bench-prost-bytes -f benchmarks/Dockerfile.bench-prost-bytes .
+      - docker run --rm buffa-bench-prost-bytes
+
   bench-cross-google:
     desc: Run Google protobuf-v4 benchmarks in Docker (for bench-cross).
     cmds:
@@ -325,7 +340,7 @@ tasks:
       fast dev-loop regression checking.
     cmds:
       - mkdir -p benchmarks/results
-      - rm -rf benchmarks/results/criterion-buffa benchmarks/results/criterion-prost
+      - rm -rf benchmarks/results/criterion-buffa benchmarks/results/criterion-prost benchmarks/results/criterion-prost-bytes
       - |
         echo "Running buffa benchmarks..."
         docker build -t buffa-bench-buffa -f benchmarks/Dockerfile.bench-buffa .
@@ -340,6 +355,13 @@ tasks:
         docker start -a "$CID" > benchmarks/results/prost.json
         docker cp "$CID:/workspace/benchmarks/prost/target/criterion/." benchmarks/results/criterion-prost/ || echo "(criterion extract failed)"
         docker rm "$CID" > /dev/null
+      - |
+        echo "Running prost-bytes benchmarks..."
+        docker build -t buffa-bench-prost-bytes -f benchmarks/Dockerfile.bench-prost-bytes .
+        CID=$(docker create buffa-bench-prost-bytes)
+        docker start -a "$CID" > benchmarks/results/prost-bytes.json
+        docker cp "$CID:/workspace/benchmarks/prost-bytes/target/criterion/." benchmarks/results/criterion-prost-bytes/ || echo "(criterion extract failed)"
+        docker rm "$CID" > /dev/null
       - |
         echo "Running google benchmarks..."
         docker build -t buffa-bench-google -f benchmarks/Dockerfile.bench-google .
diff --git a/benchmarks/Dockerfile.bench-prost-bytes b/benchmarks/Dockerfile.bench-prost-bytes
new file mode 100644
index 0000000..75c0d91
--- /dev/null
+++ b/benchmarks/Dockerfile.bench-prost-bytes
@@ -0,0 +1,25 @@
+# Build and run prost benchmarks with `prost-build`'s `.bytes(["."])`
+# substitution enabled, decoding from `bytes::Bytes` input. Intended as a
+# comparison point for buffa's view-based zero-copy decode — see the README's
+# Performance section.
+#
+# Usage:
+#   docker build -t buffa-bench-prost-bytes -f benchmarks/Dockerfile.bench-prost-bytes .
+#   docker run --rm buffa-bench-prost-bytes
+
+FROM rust:1.85-slim AS builder
+
+RUN apt-get update && apt-get install -y \
+    protobuf-compiler pkg-config \
+    && rm -rf /var/lib/apt/lists/*
+
+WORKDIR /workspace
+
+COPY benchmarks/proto/        benchmarks/proto/
+COPY benchmarks/datasets/     benchmarks/datasets/
+COPY benchmarks/prost-bytes/  benchmarks/prost-bytes/
+
+RUN cargo install cargo-criterion \
+    && cargo bench --manifest-path benchmarks/prost-bytes/Cargo.toml --no-run
+
+ENTRYPOINT ["cargo", "criterion", "--manifest-path", "benchmarks/prost-bytes/Cargo.toml", "--bench", "protobuf", "--message-format=json", "--", "--warm-up-time", "3", "--measurement-time", "5"]
diff --git a/benchmarks/buffa/Cargo.lock b/benchmarks/buffa/Cargo.lock
index 5c6a05b..5321c20 100644
--- a/benchmarks/buffa/Cargo.lock
+++ b/benchmarks/buffa/Cargo.lock
@@ -60,7 +60,7 @@ checksum = "843867be96c8daad0d758b57df9392b6d8d271134fce549de6ce169ff98a92af"
 
 [[package]]
 name = "buffa"
-version = "0.1.0"
+version = "0.3.0"
 dependencies = [
  "base64",
  "bytes",
@@ -73,7 +73,7 @@ dependencies = [
 
 [[package]]
 name = "buffa-build"
-version = "0.1.0"
+version = "0.3.0"
 dependencies = [
  "buffa",
  "buffa-codegen",
@@ -82,9 +82,10 @@ dependencies = [
 
 [[package]]
 name = "buffa-codegen"
-version = "0.1.0"
+version = "0.3.0"
 dependencies = [
  "buffa",
+ "buffa-descriptor",
  "prettyplease",
  "proc-macro2",
  "quote",
@@ -92,6 +93,13 @@ dependencies = [
  "thiserror",
 ]
 
+[[package]]
+name = "buffa-descriptor"
+version = "0.3.0"
+dependencies = [
+ "buffa",
+]
+
 [[package]]
 name = "bumpalo"
 version = "3.19.1"
diff --git a/benchmarks/buffa/benches/protobuf.rs b/benchmarks/buffa/benches/protobuf.rs
index bbfc661..3394106 100644
--- a/benchmarks/buffa/benches/protobuf.rs
+++ b/benchmarks/buffa/benches/protobuf.rs
@@ -189,6 +189,24 @@ fn bench_google_message1_view(c: &mut Criterion) {
     group.finish();
 }
 
+fn bench_media_frame_view(c: &mut Criterion) {
+    let dataset = load_dataset(include_bytes!("../../datasets/media_frame.pb"));
+    let bytes = total_payload_bytes(&dataset);
+    let mut group = c.benchmark_group("buffa/media_frame");
+    group.throughput(Throughput::Bytes(bytes));
+
+    group.bench_function("decode_view", |b| {
+        b.iter(|| {
+            for payload in &dataset.payload {
+                let view = MediaFrameView::decode_view(payload).unwrap();
+                criterion::black_box(&view);
+            }
+        });
+    });
+
+    group.finish();
+}
+
 fn bench_api_response(c: &mut Criterion) {
     benchmark_decode::<ApiResponse>(
         c,
@@ -221,6 +239,14 @@ fn bench_google_message1(c: &mut Criterion) {
     );
 }
 
+fn bench_media_frame(c: &mut Criterion) {
+    benchmark_decode::<MediaFrame>(
+        c,
+        "buffa/media_frame",
+        include_bytes!("../../datasets/media_frame.pb"),
+    );
+}
+
 fn bench_api_response_json(c: &mut Criterion) {
     benchmark_json::<ApiResponse>(
         c,
@@ -253,12 +279,21 @@ fn bench_google_message1_json(c: &mut Criterion) {
     );
 }
 
+fn bench_media_frame_json(c: &mut Criterion) {
+    benchmark_json::<MediaFrame>(
+        c,
+        "buffa/media_frame",
+        include_bytes!("../../datasets/media_frame.pb"),
+    );
+}
+
 criterion_group!(
     owned,
     bench_api_response,
     bench_log_record,
     bench_analytics_event,
     bench_google_message1,
+    bench_media_frame,
 );
 
 criterion_group!(
@@ -267,6 +302,7 @@ criterion_group!(
     bench_log_record_view,
     bench_analytics_event_view,
     bench_google_message1_view,
+    bench_media_frame_view,
 );
 
 criterion_group!(
@@ -275,6 +311,7 @@ criterion_group!(
     bench_log_record_json,
     bench_analytics_event_json,
     bench_google_message1_json,
+    bench_media_frame_json,
 );
 
 criterion_main!(owned, views, json);
diff --git a/benchmarks/buffa/src/lib.rs b/benchmarks/buffa/src/lib.rs
index 69fd436..eb88176 100644
--- a/benchmarks/buffa/src/lib.rs
+++ b/benchmarks/buffa/src/lib.rs
@@ -1,13 +1,40 @@
 //! Generated protobuf types for buffa benchmarks.
 
+#[allow(
+    clippy::derivable_impls,
+    clippy::enum_variant_names,
+    clippy::match_single_binding,
+    clippy::upper_case_acronyms,
+    non_camel_case_types,
+    unused_imports,
+    dead_code
+)]
 pub mod bench {
     include!(concat!(env!("OUT_DIR"), "/bench_messages.rs"));
 }
 
+#[allow(
+    clippy::derivable_impls,
+    clippy::enum_variant_names,
+    clippy::match_single_binding,
+    clippy::upper_case_acronyms,
+    non_camel_case_types,
+    unused_imports,
+    dead_code
+)]
 pub mod benchmarks {
     include!(concat!(env!("OUT_DIR"), "/benchmarks.rs"));
 }
 
+#[allow(
+    clippy::derivable_impls,
+    clippy::enum_variant_names,
+    clippy::match_single_binding,
+    clippy::upper_case_acronyms,
+    non_camel_case_types,
+    unused_imports,
+    dead_code
+)]
 pub mod proto3 {
     include!(concat!(env!("OUT_DIR"), "/benchmark_message1_proto3.rs"));
 }
diff --git a/benchmarks/charts/binary-decode.svg b/benchmarks/charts/binary-decode.svg
index f6b0e3c..046aebe 100644
--- a/benchmarks/charts/binary-decode.svg
+++ b/benchmarks/charts/binary-decode.svg
@@ -1,4 +1,4 @@
-<svg xmlns="http://www.w3.org/2000/svg" width="800" height="679" viewBox="0 0 800 679">
+<svg xmlns="http://www.w3.org/2000/svg" width="800" height="955" viewBox="0 0 800 955">
   <style>
     text { font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Helvetica, Arial, sans-serif; }
     .title { font-size: 16px; font-weight: 600; fill: #24292f; }
@@ -16,65 +16,88 @@
   <text x="227.5" y="46" class="legend-text">buffa (view)</text>
   <rect x="331.5" y="35" width="14" height="14" rx="2" fill="#F58518"/>
   <text x="349.5" y="46" class="legend-text">prost</text>
-  <rect x="401.0" y="35" width="14" height="14" rx="2" fill="#E45756"/>
-  <text x="419.0" y="46" class="legend-text">protobuf-v4</text>
-  <rect x="515.5" y="35" width="14" height="14" rx="2" fill="#54A24B"/>
-  <text x="533.5" y="46" class="legend-text">Go</text>
-  <line x1="140.0" y1="80" x2="140.0" y2="644" class="grid"/>
-  <text x="140.0" y="659" text-anchor="middle" class="axis-label">0</text>
-  <line x1="256.0" y1="80" x2="256.0" y2="644" class="grid"/>
-  <text x="256.0" y="659" text-anchor="middle" class="axis-label">400</text>
-  <line x1="372.0" y1="80" x2="372.0" y2="644" class="grid"/>
-  <text x="372.0" y="659" text-anchor="middle" class="axis-label">800</text>
-  <line x1="488.0" y1="80" x2="488.0" y2="644" class="grid"/>
-  <text x="488.0" y="659" text-anchor="middle" class="axis-label">1.2k</text>
-  <line x1="604.0" y1="80" x2="604.0" y2="644" class="grid"/>
-  <text x="604.0" y="659" text-anchor="middle" class="axis-label">1.6k</text>
-  <line x1="720.0" y1="80" x2="720.0" y2="644" class="grid"/>
-  <text x="720.0" y="659" text-anchor="middle" class="axis-label">2.0k</text>
-  <text x="430.0" y="674" text-anchor="middle" class="axis-label">MiB/s</text>
-  <text x="130" y="147.0" text-anchor="end" class="label">ApiResponse</text>
-  <rect x="140" y="80.0" width="241.8" height="22" rx="2" fill="#4C78A8"/>
-  <text x="385.8" y="95.0" class="value">833</text>
-  <rect x="140" y="106.0" width="409.7" height="22" rx="2" fill="#72B7B2"/>
-  <text x="553.7" y="121.0" class="value">1,412</text>
-  <rect x="140" y="132.0" width="222.2" height="22" rx="2" fill="#F58518"/>
-  <text x="366.2" y="147.0" class="value">766</text>
-  <rect x="140" y="158.0" width="206.4" height="22" rx="2" fill="#E45756"/>
-  <text x="350.4" y="173.0" class="value">711</text>
-  <rect x="140" y="184.0" width="78.4" height="22" rx="2" fill="#54A24B"/>
-  <text x="222.4" y="199.0" class="value">270</text>
-  <text x="130" y="293.0" text-anchor="end" class="label">LogRecord</text>
-  <rect x="140" y="226.0" width="222.6" height="22" rx="2" fill="#4C78A8"/>
-  <text x="366.6" y="241.0" class="value">767</text>
-  <rect x="140" y="252.0" width="557.0" height="22" rx="2" fill="#72B7B2"/>
-  <text x="701.0" y="267.0" class="value">1,920</text>
-  <rect x="140" y="278.0" width="197.4" height="22" rx="2" fill="#F58518"/>
-  <text x="341.4" y="293.0" class="value">680</text>
-  <rect x="140" y="304.0" width="253.3" height="22" rx="2" fill="#E45756"/>
-  <text x="397.3" y="319.0" class="value">873</text>
-  <rect x="140" y="330.0" width="72.3" height="22" rx="2" fill="#54A24B"/>
-  <text x="216.3" y="345.0" class="value">249</text>
-  <text x="130" y="439.0" text-anchor="end" class="label">AnalyticsEvent</text>
-  <rect x="140" y="372.0" width="57.4" height="22" rx="2" fill="#4C78A8"/>
-  <text x="201.4" y="387.0" class="value">197</text>
-  <rect x="140" y="398.0" width="91.6" height="22" rx="2" fill="#72B7B2"/>
-  <text x="235.6" y="413.0" class="value">316</text>
-  <rect x="140" y="424.0" width="73.2" height="22" rx="2" fill="#F58518"/>
-  <text x="217.2" y="439.0" class="value">252</text>
-  <rect x="140" y="450.0" width="103.9" height="22" rx="2" fill="#E45756"/>
-  <text x="247.9" y="465.0" class="value">358</text>
-  <rect x="140" y="476.0" width="26.4" height="22" rx="2" fill="#54A24B"/>
-  <text x="170.4" y="491.0" class="value">91</text>
-  <text x="130" y="585.0" text-anchor="end" class="label">GoogleMessage1</text>
-  <rect x="140" y="518.0" width="297.0" height="22" rx="2" fill="#4C78A8"/>
-  <text x="441.0" y="533.0" class="value">1,024</text>
-  <rect x="140" y="544.0" width="383.3" height="22" rx="2" fill="#72B7B2"/>
-  <text x="527.3" y="559.0" class="value">1,321</text>
-  <rect x="140" y="570.0" width="289.5" height="22" rx="2" fill="#F58518"/>
-  <text x="433.5" y="585.0" class="value">998</text>
-  <rect x="140" y="596.0" width="188.0" height="22" rx="2" fill="#E45756"/>
-  <text x="332.0" y="611.0" class="value">648</text>
-  <rect x="140" y="622.0" width="99.9" height="22" rx="2" fill="#54A24B"/>
-  <text x="243.9" y="637.0" class="value">344</text>
+  <rect x="401.0" y="35" width="14" height="14" rx="2" fill="#EEAE62"/>
+  <text x="419.0" y="46" class="legend-text">prost (bytes)</text>
+  <rect x="530.5" y="35" width="14" height="14" rx="2" fill="#E45756"/>
+  <text x="548.5" y="46" class="legend-text">protobuf-v4</text>
+  <rect x="645.0" y="35" width="14" height="14" rx="2" fill="#54A24B"/>
+  <text x="663.0" y="46" class="legend-text">Go</text>
+  <line x1="140.0" y1="80" x2="140.0" y2="920" class="grid"/>
+  <text x="140.0" y="935" text-anchor="middle" class="axis-label">0</text>
+  <line x1="256.0" y1="80" x2="256.0" y2="920" class="grid"/>
+  <text x="256.0" y="935" text-anchor="middle" class="axis-label">16.0k</text>
+  <line x1="372.0" y1="80" x2="372.0" y2="920" class="grid"/>
+  <text x="372.0" y="935" text-anchor="middle" class="axis-label">32.0k</text>
+  <line x1="488.0" y1="80" x2="488.0" y2="920" class="grid"/>
+  <text x="488.0" y="935" text-anchor="middle" class="axis-label">48.0k</text>
+  <line x1="604.0" y1="80" x2="604.0" y2="920" class="grid"/>
+  <text x="604.0" y="935" text-anchor="middle" class="axis-label">64.0k</text>
+  <line x1="720.0" y1="80" x2="720.0" y2="920" class="grid"/>
+  <text x="720.0" y="935" text-anchor="middle" class="axis-label">80.0k</text>
+  <text x="430.0" y="950" text-anchor="middle" class="axis-label">MiB/s</text>
+  <text x="130" y="160.0" text-anchor="end" class="label">ApiResponse</text>
+  <rect x="140" y="80.0" width="6.3" height="22" rx="2" fill="#4C78A8"/>
+  <text x="150.3" y="95.0" class="value">862</text>
+  <rect x="140" y="106.0" width="10.7" height="22" rx="2" fill="#72B7B2"/>
+  <text x="154.7" y="121.0" class="value">1,474</text>
+  <rect x="140" y="132.0" width="5.5" height="22" rx="2" fill="#F58518"/>
+  <text x="149.5" y="147.0" class="value">756</text>
+  <rect x="140" y="158.0" width="4.9" height="22" rx="2" fill="#EEAE62"/>
+  <text x="148.9" y="173.0" class="value">676</text>
+  <rect x="140" y="184.0" width="5.2" height="22" rx="2" fill="#E45756"/>
+  <text x="149.2" y="199.0" class="value">711</text>
+  <rect x="140" y="210.0" width="2.0" height="22" rx="2" fill="#54A24B"/>
+  <text x="146.0" y="225.0" class="value">270</text>
+  <text x="130" y="332.0" text-anchor="end" class="label">LogRecord</text>
+  <rect x="140" y="252.0" width="5.2" height="22" rx="2" fill="#4C78A8"/>
+  <text x="149.2" y="267.0" class="value">722</text>
+  <rect x="140" y="278.0" width="14.4" height="22" rx="2" fill="#72B7B2"/>
+  <text x="158.4" y="293.0" class="value">1,983</text>
+  <rect x="140" y="304.0" width="5.2" height="22" rx="2" fill="#F58518"/>
+  <text x="149.2" y="319.0" class="value">712</text>
+  <rect x="140" y="330.0" width="4.9" height="22" rx="2" fill="#EEAE62"/>
+  <text x="148.9" y="345.0" class="value">676</text>
+  <rect x="140" y="356.0" width="6.3" height="22" rx="2" fill="#E45756"/>
+  <text x="150.3" y="371.0" class="value">873</text>
+  <rect x="140" y="382.0" width="1.8" height="22" rx="2" fill="#54A24B"/>
+  <text x="145.8" y="397.0" class="value">249</text>
+  <text x="130" y="504.0" text-anchor="end" class="label">AnalyticsEvent</text>
+  <rect x="140" y="424.0" width="1.4" height="22" rx="2" fill="#4C78A8"/>
+  <text x="145.4" y="439.0" class="value">198</text>
+  <rect x="140" y="450.0" width="2.3" height="22" rx="2" fill="#72B7B2"/>
+  <text x="146.3" y="465.0" class="value">320</text>
+  <rect x="140" y="476.0" width="1.8" height="22" rx="2" fill="#F58518"/>
+  <text x="145.8" y="491.0" class="value">253</text>
+  <rect x="140" y="502.0" width="1.4" height="22" rx="2" fill="#EEAE62"/>
+  <text x="145.4" y="517.0" class="value">193</text>
+  <rect x="140" y="528.0" width="2.6" height="22" rx="2" fill="#E45756"/>
+  <text x="146.6" y="543.0" class="value">358</text>
+  <rect x="140" y="554.0" width="1.0" height="22" rx="2" fill="#54A24B"/>
+  <text x="145.0" y="569.0" class="value">91</text>
+  <text x="130" y="676.0" text-anchor="end" class="label">GoogleMessage1</text>
+  <rect x="140" y="596.0" width="7.3" height="22" rx="2" fill="#4C78A8"/>
+  <text x="151.3" y="611.0" class="value">1,013</text>
+  <rect x="140" y="622.0" width="9.7" height="22" rx="2" fill="#72B7B2"/>
+  <text x="153.7" y="637.0" class="value">1,341</text>
+  <rect x="140" y="648.0" width="6.9" height="22" rx="2" fill="#F58518"/>
+  <text x="150.9" y="663.0" class="value">956</text>
+  <rect x="140" y="674.0" width="6.7" height="22" rx="2" fill="#EEAE62"/>
+  <text x="150.7" y="689.0" class="value">930</text>
+  <rect x="140" y="700.0" width="4.7" height="22" rx="2" fill="#E45756"/>
+  <text x="148.7" y="715.0" class="value">648</text>
+  <rect x="140" y="726.0" width="2.5" height="22" rx="2" fill="#54A24B"/>
+  <text x="146.5" y="741.0" class="value">344</text>
+  <text x="130" y="848.0" text-anchor="end" class="label">MediaFrame</text>
+  <rect x="140" y="768.0" width="121.9" height="22" rx="2" fill="#4C78A8"/>
+  <text x="265.9" y="783.0" class="value">16,816</text>
+  <rect x="140" y="794.0" width="529.3" height="22" rx="2" fill="#72B7B2"/>
+  <text x="673.3" y="809.0" class="value">73,004</text>
+  <rect x="140" y="820.0" width="70.0" height="22" rx="2" fill="#F58518"/>
+  <text x="214.0" y="835.0" class="value">9,648</text>
+  <rect x="140" y="846.0" width="170.5" height="22" rx="2" fill="#EEAE62"/>
+  <text x="314.5" y="861.0" class="value">23,516</text>
+  <rect x="140" y="872.0" width="1.0" height="22" rx="2" fill="#E45756"/>
+  <text x="145.0" y="887.0" class="value">0</text>
+  <rect x="140" y="898.0" width="1.0" height="22" rx="2" fill="#54A24B"/>
+  <text x="145.0" y="913.0" class="value">0</text>
 </svg>
diff --git a/benchmarks/charts/binary-encode.svg b/benchmarks/charts/binary-encode.svg
index 95dc3d3..a170dc3 100644
--- a/benchmarks/charts/binary-encode.svg
+++ b/benchmarks/charts/binary-encode.svg
@@ -1,4 +1,4 @@
-<svg xmlns="http://www.w3.org/2000/svg" width="800" height="575" viewBox="0 0 800 575">
+<svg xmlns="http://www.w3.org/2000/svg" width="800" height="825" viewBox="0 0 800 825">
   <style>
     text { font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Helvetica, Arial, sans-serif; }
     .title { font-size: 16px; font-weight: 600; fill: #24292f; }
@@ -14,57 +14,78 @@
   <text x="158" y="46" class="legend-text">buffa</text>
   <rect x="209.5" y="35" width="14" height="14" rx="2" fill="#F58518"/>
   <text x="227.5" y="46" class="legend-text">prost</text>
-  <rect x="279.0" y="35" width="14" height="14" rx="2" fill="#E45756"/>
-  <text x="297.0" y="46" class="legend-text">protobuf-v4</text>
-  <rect x="393.5" y="35" width="14" height="14" rx="2" fill="#54A24B"/>
-  <text x="411.5" y="46" class="legend-text">Go</text>
-  <line x1="140.0" y1="80" x2="140.0" y2="540" class="grid"/>
-  <text x="140.0" y="555" text-anchor="middle" class="axis-label">0</text>
-  <line x1="256.0" y1="80" x2="256.0" y2="540" class="grid"/>
-  <text x="256.0" y="555" text-anchor="middle" class="axis-label">1.0k</text>
-  <line x1="372.0" y1="80" x2="372.0" y2="540" class="grid"/>
-  <text x="372.0" y="555" text-anchor="middle" class="axis-label">2.0k</text>
-  <line x1="488.0" y1="80" x2="488.0" y2="540" class="grid"/>
-  <text x="488.0" y="555" text-anchor="middle" class="axis-label">3.0k</text>
-  <line x1="604.0" y1="80" x2="604.0" y2="540" class="grid"/>
-  <text x="604.0" y="555" text-anchor="middle" class="axis-label">4.0k</text>
-  <line x1="720.0" y1="80" x2="720.0" y2="540" class="grid"/>
-  <text x="720.0" y="555" text-anchor="middle" class="axis-label">5.0k</text>
-  <text x="430.0" y="570" text-anchor="middle" class="axis-label">MiB/s</text>
-  <text x="130" y="134.0" text-anchor="end" class="label">ApiResponse</text>
-  <rect x="140" y="80.0" width="303.1" height="22" rx="2" fill="#4C78A8"/>
-  <text x="447.1" y="95.0" class="value">2,613</text>
-  <rect x="140" y="106.0" width="194.9" height="22" rx="2" fill="#F58518"/>
-  <text x="338.9" y="121.0" class="value">1,680</text>
-  <rect x="140" y="132.0" width="121.7" height="22" rx="2" fill="#E45756"/>
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-  <rect x="140" y="158.0" width="64.5" height="22" rx="2" fill="#54A24B"/>
-  <text x="208.5" y="173.0" class="value">555</text>
-  <text x="130" y="254.0" text-anchor="end" class="label">LogRecord</text>
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-  <text x="619.8" y="215.0" class="value">4,101</text>
-  <rect x="140" y="226.0" width="348.0" height="22" rx="2" fill="#F58518"/>
-  <text x="492.0" y="241.0" class="value">3,000</text>
-  <rect x="140" y="252.0" width="193.3" height="22" rx="2" fill="#E45756"/>
-  <text x="337.3" y="267.0" class="value">1,666</text>
-  <rect x="140" y="278.0" width="35.1" height="22" rx="2" fill="#54A24B"/>
-  <text x="179.1" y="293.0" class="value">302</text>
-  <text x="130" y="374.0" text-anchor="end" class="label">AnalyticsEvent</text>
-  <rect x="140" y="320.0" width="76.1" height="22" rx="2" fill="#4C78A8"/>
-  <text x="220.1" y="335.0" class="value">655</text>
-  <rect x="140" y="346.0" width="42.5" height="22" rx="2" fill="#F58518"/>
-  <text x="186.5" y="361.0" class="value">366</text>
-  <rect x="140" y="372.0" width="59.3" height="22" rx="2" fill="#E45756"/>
-  <text x="203.3" y="387.0" class="value">511</text>
-  <rect x="140" y="398.0" width="18.5" height="22" rx="2" fill="#54A24B"/>
-  <text x="162.5" y="413.0" class="value">159</text>
-  <text x="130" y="494.0" text-anchor="end" class="label">GoogleMessage1</text>
-  <rect x="140" y="440.0" width="306.7" height="22" rx="2" fill="#4C78A8"/>
-  <text x="450.7" y="455.0" class="value">2,643</text>
-  <rect x="140" y="466.0" width="216.6" height="22" rx="2" fill="#F58518"/>
-  <text x="360.6" y="481.0" class="value">1,867</text>
-  <rect x="140" y="492.0" width="101.2" height="22" rx="2" fill="#E45756"/>
-  <text x="245.2" y="507.0" class="value">872</text>
-  <rect x="140" y="518.0" width="41.6" height="22" rx="2" fill="#54A24B"/>
-  <text x="185.6" y="533.0" class="value">358</text>
+  <rect x="279.0" y="35" width="14" height="14" rx="2" fill="#EEAE62"/>
+  <text x="297.0" y="46" class="legend-text">prost (bytes)</text>
+  <rect x="408.5" y="35" width="14" height="14" rx="2" fill="#E45756"/>
+  <text x="426.5" y="46" class="legend-text">protobuf-v4</text>
+  <rect x="523.0" y="35" width="14" height="14" rx="2" fill="#54A24B"/>
+  <text x="541.0" y="46" class="legend-text">Go</text>
+  <line x1="140.0" y1="80" x2="140.0" y2="790" class="grid"/>
+  <text x="140.0" y="805" text-anchor="middle" class="axis-label">0</text>
+  <line x1="256.0" y1="80" x2="256.0" y2="790" class="grid"/>
+  <text x="256.0" y="805" text-anchor="middle" class="axis-label">10.0k</text>
+  <line x1="372.0" y1="80" x2="372.0" y2="790" class="grid"/>
+  <text x="372.0" y="805" text-anchor="middle" class="axis-label">20.0k</text>
+  <line x1="488.0" y1="80" x2="488.0" y2="790" class="grid"/>
+  <text x="488.0" y="805" text-anchor="middle" class="axis-label">30.0k</text>
+  <line x1="604.0" y1="80" x2="604.0" y2="790" class="grid"/>
+  <text x="604.0" y="805" text-anchor="middle" class="axis-label">40.0k</text>
+  <line x1="720.0" y1="80" x2="720.0" y2="790" class="grid"/>
+  <text x="720.0" y="805" text-anchor="middle" class="axis-label">50.0k</text>
+  <text x="430.0" y="820" text-anchor="middle" class="axis-label">MiB/s</text>
+  <text x="130" y="147.0" text-anchor="end" class="label">ApiResponse</text>
+  <rect x="140" y="80.0" width="29.5" height="22" rx="2" fill="#4C78A8"/>
+  <text x="173.5" y="95.0" class="value">2,542</text>
+  <rect x="140" y="106.0" width="21.0" height="22" rx="2" fill="#F58518"/>
+  <text x="165.0" y="121.0" class="value">1,809</text>
+  <rect x="140" y="132.0" width="1.0" height="22" rx="2" fill="#EEAE62"/>
+  <text x="145.0" y="147.0" class="value">0</text>
+  <rect x="140" y="158.0" width="12.2" height="22" rx="2" fill="#E45756"/>
+  <text x="156.2" y="173.0" class="value">1,048</text>
+  <rect x="140" y="184.0" width="6.4" height="22" rx="2" fill="#54A24B"/>
+  <text x="150.4" y="199.0" class="value">555</text>
+  <text x="130" y="293.0" text-anchor="end" class="label">LogRecord</text>
+  <rect x="140" y="226.0" width="46.6" height="22" rx="2" fill="#4C78A8"/>
+  <text x="190.6" y="241.0" class="value">4,018</text>
+  <rect x="140" y="252.0" width="35.9" height="22" rx="2" fill="#F58518"/>
+  <text x="179.9" y="267.0" class="value">3,092</text>
+  <rect x="140" y="278.0" width="1.0" height="22" rx="2" fill="#EEAE62"/>
+  <text x="145.0" y="293.0" class="value">0</text>
+  <rect x="140" y="304.0" width="19.3" height="22" rx="2" fill="#E45756"/>
+  <text x="163.3" y="319.0" class="value">1,666</text>
+  <rect x="140" y="330.0" width="3.5" height="22" rx="2" fill="#54A24B"/>
+  <text x="147.5" y="345.0" class="value">302</text>
+  <text x="130" y="439.0" text-anchor="end" class="label">AnalyticsEvent</text>
+  <rect x="140" y="372.0" width="7.6" height="22" rx="2" fill="#4C78A8"/>
+  <text x="151.6" y="387.0" class="value">655</text>
+  <rect x="140" y="398.0" width="4.1" height="22" rx="2" fill="#F58518"/>
+  <text x="148.1" y="413.0" class="value">357</text>
+  <rect x="140" y="424.0" width="1.0" height="22" rx="2" fill="#EEAE62"/>
+  <text x="145.0" y="439.0" class="value">0</text>
+  <rect x="140" y="450.0" width="5.9" height="22" rx="2" fill="#E45756"/>
+  <text x="149.9" y="465.0" class="value">511</text>
+  <rect x="140" y="476.0" width="1.8" height="22" rx="2" fill="#54A24B"/>
+  <text x="145.8" y="491.0" class="value">159</text>
+  <text x="130" y="585.0" text-anchor="end" class="label">GoogleMessage1</text>
+  <rect x="140" y="518.0" width="30.1" height="22" rx="2" fill="#4C78A8"/>
+  <text x="174.1" y="533.0" class="value">2,594</text>
+  <rect x="140" y="544.0" width="21.0" height="22" rx="2" fill="#F58518"/>
+  <text x="165.0" y="559.0" class="value">1,808</text>
+  <rect x="140" y="570.0" width="1.0" height="22" rx="2" fill="#EEAE62"/>
+  <text x="145.0" y="585.0" class="value">0</text>
+  <rect x="140" y="596.0" width="10.1" height="22" rx="2" fill="#E45756"/>
+  <text x="154.1" y="611.0" class="value">872</text>
+  <rect x="140" y="622.0" width="4.2" height="22" rx="2" fill="#54A24B"/>
+  <text x="148.2" y="637.0" class="value">358</text>
+  <text x="130" y="731.0" text-anchor="end" class="label">MediaFrame</text>
+  <rect x="140" y="664.0" width="533.5" height="22" rx="2" fill="#4C78A8"/>
+  <text x="677.5" y="679.0" class="value">45,990</text>
+  <rect x="140" y="690.0" width="446.8" height="22" rx="2" fill="#F58518"/>
+  <text x="590.8" y="705.0" class="value">38,514</text>
+  <rect x="140" y="716.0" width="1.0" height="22" rx="2" fill="#EEAE62"/>
+  <text x="145.0" y="731.0" class="value">0</text>
+  <rect x="140" y="742.0" width="1.0" height="22" rx="2" fill="#E45756"/>
+  <text x="145.0" y="757.0" class="value">0</text>
+  <rect x="140" y="768.0" width="1.0" height="22" rx="2" fill="#54A24B"/>
+  <text x="145.0" y="783.0" class="value">0</text>
 </svg>
diff --git a/benchmarks/charts/generate.py b/benchmarks/charts/generate.py
index 76c2365..b8fffec 100644
--- a/benchmarks/charts/generate.py
+++ b/benchmarks/charts/generate.py
@@ -38,11 +38,12 @@
     "buffa": "#4C78A8",
     "buffa (view)": "#72B7B2",
     "prost": "#F58518",
+    "prost (bytes)": "#EEAE62",
     "protobuf-v4": "#E45756",
     "Go": "#54A24B",
 }
 
-MESSAGES = ["ApiResponse", "LogRecord", "AnalyticsEvent", "GoogleMessage1"]
+MESSAGES = ["ApiResponse", "LogRecord", "AnalyticsEvent", "GoogleMessage1", "MediaFrame"]
 
 # Map from snake_case benchmark names to display names.
 MSG_DISPLAY = {
@@ -50,6 +51,7 @@
     "log_record": "LogRecord",
     "analytics_event": "AnalyticsEvent",
     "google_message1_proto3": "GoogleMessage1",
+    "media_frame": "MediaFrame",
 }
 
 # ── Parsers ─────────────────────────────────────────────────────────────
@@ -165,6 +167,7 @@ def _get_go(data: dict[str, float], op: str, msg_display: str) -> float | None:
 def build_tables(
     buffa: dict[str, float],
     prost: dict[str, float],
+    prost_bytes: dict[str, float],
     google: dict[str, float],
     go: dict[str, float],
 ) -> dict[str, dict[str, dict[str, float | None]]]:
@@ -176,17 +179,19 @@ def build_tables(
 
     for chart, series_defs in [
         ("binary-decode", [
-            ("buffa",        lambda ms, md: _get(buffa, "buffa", ms, "decode")),
-            ("buffa (view)", lambda ms, md: _get(buffa, "buffa", ms, "decode_view")),
-            ("prost",        lambda ms, md: _get(prost, "prost", ms, "decode")),
-            ("protobuf-v4",  lambda ms, md: _get(google, "google", ms, "decode")),
-            ("Go",           lambda ms, md: _get_go(go, "BinaryDecode", md)),
+            ("buffa",         lambda ms, md: _get(buffa, "buffa", ms, "decode")),
+            ("buffa (view)",  lambda ms, md: _get(buffa, "buffa", ms, "decode_view")),
+            ("prost",         lambda ms, md: _get(prost, "prost", ms, "decode")),
+            ("prost (bytes)", lambda ms, md: _get(prost_bytes, "prost-bytes", ms, "decode")),
+            ("protobuf-v4",   lambda ms, md: _get(google, "google", ms, "decode")),
+            ("Go",            lambda ms, md: _get_go(go, "BinaryDecode", md)),
         ]),
         ("binary-encode", [
-            ("buffa",        lambda ms, md: _get(buffa, "buffa", ms, "encode")),
-            ("prost",        lambda ms, md: _get(prost, "prost", ms, "encode")),
-            ("protobuf-v4",  lambda ms, md: _get(google, "google", ms, "encode")),
-            ("Go",           lambda ms, md: _get_go(go, "BinaryEncode", md)),
+            ("buffa",         lambda ms, md: _get(buffa, "buffa", ms, "encode")),
+            ("prost",         lambda ms, md: _get(prost, "prost", ms, "encode")),
+            ("prost (bytes)", lambda ms, md: _get(prost_bytes, "prost-bytes", ms, "encode")),
+            ("protobuf-v4",   lambda ms, md: _get(google, "google", ms, "encode")),
+            ("Go",            lambda ms, md: _get_go(go, "BinaryEncode", md)),
         ]),
         ("json-encode", [
             ("buffa",        lambda ms, md: _get(buffa, "buffa", ms, "json_encode")),
@@ -383,16 +388,18 @@ def load_criterion(name: str) -> dict[str, float]:
 
     buffa = load_criterion("buffa")
     prost = load_criterion("prost")
+    prost_bytes = load_criterion("prost-bytes")
     google = load_criterion("google")
 
     go_path = results_dir / "go.txt"
     go = parse_go(go_path.read_text()) if go_path.exists() else {}
 
     print(f"Parsed: {len(buffa)} buffa, {len(prost)} prost, "
-          f"{len(google)} google, {len(go)} Go benchmarks")
+          f"{len(prost_bytes)} prost-bytes, {len(google)} google, "
+          f"{len(go)} Go benchmarks")
 
     # Build structured tables.
-    tables = build_tables(buffa, prost, google, go)
+    tables = build_tables(buffa, prost, prost_bytes, google, go)
 
     # Generate SVGs.
     chart_titles = {
diff --git a/benchmarks/charts/json-decode.svg b/benchmarks/charts/json-decode.svg
index b50e20d..ffd443a 100644
--- a/benchmarks/charts/json-decode.svg
+++ b/benchmarks/charts/json-decode.svg
@@ -1,4 +1,4 @@
-<svg xmlns="http://www.w3.org/2000/svg" width="800" height="471" viewBox="0 0 800 471">
+<svg xmlns="http://www.w3.org/2000/svg" width="800" height="565" viewBox="0 0 800 565">
   <style>
     text { font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Helvetica, Arial, sans-serif; }
     .title { font-size: 16px; font-weight: 600; fill: #24292f; }
@@ -16,45 +16,52 @@
   <text x="227.5" y="46" class="legend-text">prost</text>
   <rect x="279.0" y="35" width="14" height="14" rx="2" fill="#54A24B"/>
   <text x="297.0" y="46" class="legend-text">Go</text>
-  <line x1="140.0" y1="80" x2="140.0" y2="436" class="grid"/>
-  <text x="140.0" y="451" text-anchor="middle" class="axis-label">0</text>
-  <line x1="256.0" y1="80" x2="256.0" y2="436" class="grid"/>
-  <text x="256.0" y="451" text-anchor="middle" class="axis-label">160</text>
-  <line x1="372.0" y1="80" x2="372.0" y2="436" class="grid"/>
-  <text x="372.0" y="451" text-anchor="middle" class="axis-label">320</text>
-  <line x1="488.0" y1="80" x2="488.0" y2="436" class="grid"/>
-  <text x="488.0" y="451" text-anchor="middle" class="axis-label">480</text>
-  <line x1="604.0" y1="80" x2="604.0" y2="436" class="grid"/>
-  <text x="604.0" y="451" text-anchor="middle" class="axis-label">640</text>
-  <line x1="720.0" y1="80" x2="720.0" y2="436" class="grid"/>
-  <text x="720.0" y="451" text-anchor="middle" class="axis-label">800</text>
-  <text x="430.0" y="466" text-anchor="middle" class="axis-label">MiB/s</text>
+  <line x1="140.0" y1="80" x2="140.0" y2="530" class="grid"/>
+  <text x="140.0" y="545" text-anchor="middle" class="axis-label">0</text>
+  <line x1="256.0" y1="80" x2="256.0" y2="530" class="grid"/>
+  <text x="256.0" y="545" text-anchor="middle" class="axis-label">400</text>
+  <line x1="372.0" y1="80" x2="372.0" y2="530" class="grid"/>
+  <text x="372.0" y="545" text-anchor="middle" class="axis-label">800</text>
+  <line x1="488.0" y1="80" x2="488.0" y2="530" class="grid"/>
+  <text x="488.0" y="545" text-anchor="middle" class="axis-label">1.2k</text>
+  <line x1="604.0" y1="80" x2="604.0" y2="530" class="grid"/>
+  <text x="604.0" y="545" text-anchor="middle" class="axis-label">1.6k</text>
+  <line x1="720.0" y1="80" x2="720.0" y2="530" class="grid"/>
+  <text x="720.0" y="545" text-anchor="middle" class="axis-label">2.0k</text>
+  <text x="430.0" y="560" text-anchor="middle" class="axis-label">MiB/s</text>
   <text x="130" y="121.0" text-anchor="end" class="label">ApiResponse</text>
-  <rect x="140" y="80.0" width="520.5" height="22" rx="2" fill="#4C78A8"/>
-  <text x="664.5" y="95.0" class="value">717</text>
-  <rect x="140" y="106.0" width="212.6" height="22" rx="2" fill="#F58518"/>
-  <text x="356.6" y="121.0" class="value">293</text>
-  <rect x="140" y="132.0" width="51.1" height="22" rx="2" fill="#54A24B"/>
-  <text x="195.1" y="147.0" class="value">70</text>
+  <rect x="140" y="80.0" width="204.7" height="22" rx="2" fill="#4C78A8"/>
+  <text x="348.7" y="95.0" class="value">705</text>
+  <rect x="140" y="106.0" width="87.8" height="22" rx="2" fill="#F58518"/>
+  <text x="231.8" y="121.0" class="value">302</text>
+  <rect x="140" y="132.0" width="20.4" height="22" rx="2" fill="#54A24B"/>
+  <text x="164.4" y="147.0" class="value">70</text>
   <text x="130" y="215.0" text-anchor="end" class="label">LogRecord</text>
-  <rect x="140" y="174.0" width="578.1" height="22" rx="2" fill="#4C78A8"/>
-  <text x="722.1" y="189.0" class="value">797</text>
-  <rect x="140" y="200.0" width="500.2" height="22" rx="2" fill="#F58518"/>
-  <text x="644.2" y="215.0" class="value">689</text>
-  <rect x="140" y="226.0" width="79.8" height="22" rx="2" fill="#54A24B"/>
-  <text x="223.8" y="241.0" class="value">110</text>
+  <rect x="140" y="174.0" width="219.4" height="22" rx="2" fill="#4C78A8"/>
+  <text x="363.4" y="189.0" class="value">756</text>
+  <rect x="140" y="200.0" width="201.8" height="22" rx="2" fill="#F58518"/>
+  <text x="345.8" y="215.0" class="value">695</text>
+  <rect x="140" y="226.0" width="31.9" height="22" rx="2" fill="#54A24B"/>
+  <text x="175.9" y="241.0" class="value">110</text>
   <text x="130" y="309.0" text-anchor="end" class="label">AnalyticsEvent</text>
-  <rect x="140" y="268.0" width="192.2" height="22" rx="2" fill="#4C78A8"/>
-  <text x="336.2" y="283.0" class="value">265</text>
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-  <text x="314.4" y="309.0" class="value">235</text>
-  <rect x="140" y="320.0" width="33.4" height="22" rx="2" fill="#54A24B"/>
-  <text x="177.4" y="335.0" class="value">46</text>
+  <rect x="140" y="268.0" width="77.7" height="22" rx="2" fill="#4C78A8"/>
+  <text x="221.7" y="283.0" class="value">268</text>
+  <rect x="140" y="294.0" width="67.7" height="22" rx="2" fill="#F58518"/>
+  <text x="211.7" y="309.0" class="value">233</text>
+  <rect x="140" y="320.0" width="13.4" height="22" rx="2" fill="#54A24B"/>
+  <text x="157.4" y="335.0" class="value">46</text>
   <text x="130" y="403.0" text-anchor="end" class="label">GoogleMessage1</text>
-  <rect x="140" y="362.0" width="468.3" height="22" rx="2" fill="#4C78A8"/>
-  <text x="612.3" y="377.0" class="value">645</text>
-  <rect x="140" y="388.0" width="185.0" height="22" rx="2" fill="#F58518"/>
-  <text x="329.0" y="403.0" class="value">255</text>
-  <rect x="140" y="414.0" width="52.7" height="22" rx="2" fill="#54A24B"/>
-  <text x="196.7" y="429.0" class="value">72</text>
+  <rect x="140" y="362.0" width="185.6" height="22" rx="2" fill="#4C78A8"/>
+  <text x="329.6" y="377.0" class="value">639</text>
+  <rect x="140" y="388.0" width="74.9" height="22" rx="2" fill="#F58518"/>
+  <text x="218.9" y="403.0" class="value">258</text>
+  <rect x="140" y="414.0" width="21.1" height="22" rx="2" fill="#54A24B"/>
+  <text x="165.1" y="429.0" class="value">72</text>
+  <text x="130" y="497.0" text-anchor="end" class="label">MediaFrame</text>
+  <rect x="140" y="456.0" width="563.3" height="22" rx="2" fill="#4C78A8"/>
+  <text x="707.3" y="471.0" class="value">1,942</text>
+  <rect x="140" y="482.0" width="566.7" height="22" rx="2" fill="#F58518"/>
+  <text x="710.7" y="497.0" class="value">1,954</text>
+  <rect x="140" y="508.0" width="1.0" height="22" rx="2" fill="#54A24B"/>
+  <text x="145.0" y="523.0" class="value">0</text>
 </svg>
diff --git a/benchmarks/charts/json-encode.svg b/benchmarks/charts/json-encode.svg
index d7035df..a238423 100644
--- a/benchmarks/charts/json-encode.svg
+++ b/benchmarks/charts/json-encode.svg
@@ -1,4 +1,4 @@
-<svg xmlns="http://www.w3.org/2000/svg" width="800" height="471" viewBox="0 0 800 471">
+<svg xmlns="http://www.w3.org/2000/svg" width="800" height="565" viewBox="0 0 800 565">
   <style>
     text { font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Helvetica, Arial, sans-serif; }
     .title { font-size: 16px; font-weight: 600; fill: #24292f; }
@@ -16,45 +16,52 @@
   <text x="227.5" y="46" class="legend-text">prost</text>
   <rect x="279.0" y="35" width="14" height="14" rx="2" fill="#54A24B"/>
   <text x="297.0" y="46" class="legend-text">Go</text>
-  <line x1="140.0" y1="80" x2="140.0" y2="436" class="grid"/>
-  <text x="140.0" y="451" text-anchor="middle" class="axis-label">0</text>
-  <line x1="256.0" y1="80" x2="256.0" y2="436" class="grid"/>
-  <text x="256.0" y="451" text-anchor="middle" class="axis-label">400</text>
-  <line x1="372.0" y1="80" x2="372.0" y2="436" class="grid"/>
-  <text x="372.0" y="451" text-anchor="middle" class="axis-label">800</text>
-  <line x1="488.0" y1="80" x2="488.0" y2="436" class="grid"/>
-  <text x="488.0" y="451" text-anchor="middle" class="axis-label">1.2k</text>
-  <line x1="604.0" y1="80" x2="604.0" y2="436" class="grid"/>
-  <text x="604.0" y="451" text-anchor="middle" class="axis-label">1.6k</text>
-  <line x1="720.0" y1="80" x2="720.0" y2="436" class="grid"/>
-  <text x="720.0" y="451" text-anchor="middle" class="axis-label">2.0k</text>
-  <text x="430.0" y="466" text-anchor="middle" class="axis-label">MiB/s</text>
+  <line x1="140.0" y1="80" x2="140.0" y2="530" class="grid"/>
+  <text x="140.0" y="545" text-anchor="middle" class="axis-label">0</text>
+  <line x1="256.0" y1="80" x2="256.0" y2="530" class="grid"/>
+  <text x="256.0" y="545" text-anchor="middle" class="axis-label">400</text>
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+  <line x1="488.0" y1="80" x2="488.0" y2="530" class="grid"/>
+  <text x="488.0" y="545" text-anchor="middle" class="axis-label">1.2k</text>
+  <line x1="604.0" y1="80" x2="604.0" y2="530" class="grid"/>
+  <text x="604.0" y="545" text-anchor="middle" class="axis-label">1.6k</text>
+  <line x1="720.0" y1="80" x2="720.0" y2="530" class="grid"/>
+  <text x="720.0" y="545" text-anchor="middle" class="axis-label">2.0k</text>
+  <text x="430.0" y="560" text-anchor="middle" class="axis-label">MiB/s</text>
   <text x="130" y="121.0" text-anchor="end" class="label">ApiResponse</text>
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-  <text x="395.3" y="95.0" class="value">866</text>
-  <rect x="140" y="106.0" width="233.5" height="22" rx="2" fill="#F58518"/>
-  <text x="377.5" y="121.0" class="value">805</text>
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   <text x="130" y="215.0" text-anchor="end" class="label">LogRecord</text>
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-  <text x="524.4" y="189.0" class="value">1,311</text>
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-  <text x="458.0" y="215.0" class="value">1,082</text>
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-  <text x="364.0" y="309.0" class="value">758</text>
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+  <text x="371.8" y="283.0" class="value">785</text>
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-  <text x="384.6" y="403.0" class="value">829</text>
+  <rect x="140" y="362.0" width="278.8" height="22" rx="2" fill="#4C78A8"/>
+  <text x="422.8" y="377.0" class="value">961</text>
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   <text x="181.0" y="429.0" class="value">127</text>
+  <text x="130" y="497.0" text-anchor="end" class="label">MediaFrame</text>
+  <rect x="140" y="456.0" width="412.6" height="22" rx="2" fill="#4C78A8"/>
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+  <rect x="140" y="482.0" width="420.3" height="22" rx="2" fill="#F58518"/>
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+  <rect x="140" y="508.0" width="1.0" height="22" rx="2" fill="#54A24B"/>
+  <text x="145.0" y="523.0" class="value">0</text>
 </svg>
diff --git a/benchmarks/charts/tables.md b/benchmarks/charts/tables.md
index 47e603b..6712ed4 100644
--- a/benchmarks/charts/tables.md
+++ b/benchmarks/charts/tables.md
@@ -1,35 +1,39 @@
 ### Binary decode
 
-| Message | buffa | buffa (view) | prost | protobuf-v4 | Go |
-|---------|------:|------:|------:|------:|------:|
-| ApiResponse | 834 | 1,413 (+69%) | 766 (−8%) | 712 (−15%) | 270 (−68%) |
-| LogRecord | 768 | 1,921 (+150%) | 681 (−11%) | 873 (+14%) | 249 (−68%) |
-| AnalyticsEvent | 198 | 316 (+60%) | 252 (+28%) | 358 (+81%) | 91 (−54%) |
-| GoogleMessage1 | 1,024 | 1,322 (+29%) | 998 (−3%) | 648 (−37%) | 344 (−66%) |
+| Message | buffa | buffa (view) | prost | prost (bytes) | protobuf-v4 | Go |
+|---------|------:|------:|------:|------:|------:|------:|
+| ApiResponse | 862 | 1,475 (+71%) | 756 (−12%) | 676 (−22%) | 712 (−17%) | 270 (−69%) |
+| LogRecord | 722 | 1,984 (+175%) | 712 (−1%) | 676 (−6%) | 873 (+21%) | 249 (−65%) |
+| AnalyticsEvent | 199 | 320 (+61%) | 254 (+28%) | 194 (−3%) | 358 (+80%) | 91 (−54%) |
+| GoogleMessage1 | 1,014 | 1,341 (+32%) | 956 (−6%) | 931 (−8%) | 648 (−36%) | 344 (−66%) |
+| MediaFrame | 16,816 | 73,004 (+334%) | 9,648 (−43%) | 23,516 (+40%) | — | — |
 
 ### Binary encode
 
-| Message | buffa | prost | protobuf-v4 | Go |
-|---------|------:|------:|------:|------:|
-| ApiResponse | 2,613 | 1,680 (−36%) | 1,049 (−60%) | 556 (−79%) |
-| LogRecord | 4,102 | 3,000 (−27%) | 1,666 (−59%) | 302 (−93%) |
-| AnalyticsEvent | 656 | 366 (−44%) | 511 (−22%) | 159 (−76%) |
-| GoogleMessage1 | 2,644 | 1,867 (−29%) | 872 (−67%) | 358 (−86%) |
+| Message | buffa | prost | prost (bytes) | protobuf-v4 | Go |
+|---------|------:|------:|------:|------:|------:|
+| ApiResponse | 2,543 | 1,810 (−29%) | — | 1,049 (−59%) | 556 (−78%) |
+| LogRecord | 4,018 | 3,093 (−23%) | — | 1,666 (−59%) | 302 (−92%) |
+| AnalyticsEvent | 656 | 357 (−46%) | — | 511 (−22%) | 159 (−76%) |
+| GoogleMessage1 | 2,594 | 1,808 (−30%) | — | 872 (−66%) | 358 (−86%) |
+| MediaFrame | 45,990 | 38,514 (−16%) | — | — | — |
 
 ### JSON encode
 
 | Message | buffa | prost | Go |
 |---------|------:|------:|------:|
-| ApiResponse | 867 | 805 (−7%) | 116 (−87%) |
-| LogRecord | 1,312 | 1,083 (−17%) | 140 (−89%) |
-| AnalyticsEvent | 777 | 758 (−2%) | 51 (−93%) |
-| GoogleMessage1 | 1,021 | 830 (−19%) | 128 (−88%) |
+| ApiResponse | 875 | 943 (+8%) | 116 (−87%) |
+| LogRecord | 1,294 | 1,407 (+9%) | 140 (−89%) |
+| AnalyticsEvent | 786 | 843 (+7%) | 51 (−93%) |
+| GoogleMessage1 | 961 | 1,007 (+5%) | 128 (−87%) |
+| MediaFrame | 1,423 | 1,449 (+2%) | — |
 
 ### JSON decode
 
 | Message | buffa | prost | Go |
 |---------|------:|------:|------:|
-| ApiResponse | 718 | 293 (−59%) | 70 (−90%) |
-| LogRecord | 797 | 690 (−13%) | 110 (−86%) |
-| AnalyticsEvent | 265 | 235 (−11%) | 46 (−83%) |
-| GoogleMessage1 | 646 | 255 (−60%) | 73 (−89%) |
+| ApiResponse | 706 | 303 (−57%) | 70 (−90%) |
+| LogRecord | 757 | 696 (−8%) | 110 (−85%) |
+| AnalyticsEvent | 268 | 233 (−13%) | 46 (−83%) |
+| GoogleMessage1 | 640 | 258 (−60%) | 73 (−89%) |
+| MediaFrame | 1,942 | 1,954 (+1%) | — |
diff --git a/benchmarks/datasets/log_record.pb b/benchmarks/datasets/log_record.pb
index cad4c82..5d45ca1 100644
--- a/benchmarks/datasets/log_record.pb
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literal 0
HcmV?d00001

diff --git a/benchmarks/gen-datasets/Cargo.lock b/benchmarks/gen-datasets/Cargo.lock
index fbe3489..6b96b4f 100644
--- a/benchmarks/gen-datasets/Cargo.lock
+++ b/benchmarks/gen-datasets/Cargo.lock
@@ -16,7 +16,7 @@ checksum = "843867be96c8daad0d758b57df9392b6d8d271134fce549de6ce169ff98a92af"
 
 [[package]]
 name = "buffa"
-version = "0.1.0"
+version = "0.3.0"
 dependencies = [
  "bytes",
  "hashbrown 0.15.5",
@@ -28,7 +28,7 @@ dependencies = [
 
 [[package]]
 name = "buffa-build"
-version = "0.1.0"
+version = "0.3.0"
 dependencies = [
  "buffa",
  "buffa-codegen",
@@ -37,9 +37,10 @@ dependencies = [
 
 [[package]]
 name = "buffa-codegen"
-version = "0.1.0"
+version = "0.3.0"
 dependencies = [
  "buffa",
+ "buffa-descriptor",
  "prettyplease",
  "proc-macro2",
  "quote",
@@ -47,6 +48,13 @@ dependencies = [
  "thiserror",
 ]
 
+[[package]]
+name = "buffa-descriptor"
+version = "0.3.0"
+dependencies = [
+ "buffa",
+]
+
 [[package]]
 name = "bytes"
 version = "1.11.1"
diff --git a/benchmarks/gen-datasets/src/main.rs b/benchmarks/gen-datasets/src/main.rs
index 6bcf6b9..c4849ff 100644
--- a/benchmarks/gen-datasets/src/main.rs
+++ b/benchmarks/gen-datasets/src/main.rs
@@ -8,14 +8,32 @@ use rand::{Rng, SeedableRng};
 use std::fs;
 use std::path::Path;
 
+#[allow(
+    clippy::derivable_impls,
+    clippy::enum_variant_names,
+    clippy::match_single_binding,
+    clippy::upper_case_acronyms,
+    non_camel_case_types,
+    unused_imports,
+    dead_code
+)]
 mod proto {
     include!(concat!(env!("OUT_DIR"), "/bench_messages.rs"));
 }
+#[allow(
+    clippy::derivable_impls,
+    clippy::enum_variant_names,
+    clippy::match_single_binding,
+    clippy::upper_case_acronyms,
+    non_camel_case_types,
+    unused_imports,
+    dead_code
+)]
 mod dataset_proto {
     include!(concat!(env!("OUT_DIR"), "/benchmarks.rs"));
 }
 
-use proto::analytics_event::property::Value;
+use proto::analytics_event::property::ValueOneof as Value;
 use proto::analytics_event::{Nested, Property};
 use proto::log_record::Context;
 use proto::*;
@@ -120,6 +138,41 @@ fn gen_nested(rng: &mut impl Rng, depth: usize) -> Nested {
     }
 }
 
+fn random_bytes(rng: &mut impl Rng, min_len: usize, max_len: usize) -> Vec<u8> {
+    let len = rng.random_range(min_len..=max_len);
+    let mut buf = vec![0u8; len];
+    rng.fill_bytes(&mut buf);
+    buf
+}
+
+fn gen_media_frame(rng: &mut impl Rng) -> MediaFrame {
+    let num_chunks = rng.random_range(2..=6);
+    let num_attachments = rng.random_range(0..=4);
+    MediaFrame {
+        frame_id: random_hex(rng, 32),
+        timestamp_nanos: rng.random_range(1_700_000_000_000_000_000i64..1_800_000_000_000_000_000),
+        content_type: (*choose(
+            &[
+                "application/octet-stream",
+                "image/jpeg",
+                "image/png",
+                "video/mp4",
+                "audio/opus",
+            ],
+            rng,
+        ))
+        .to_string(),
+        body: random_bytes(rng, 1024, 10_240),
+        chunks: (0..num_chunks)
+            .map(|_| random_bytes(rng, 200, 2000))
+            .collect(),
+        attachments: (0..num_attachments)
+            .map(|_| (random_string(rng, 5, 20), random_bytes(rng, 50, 500)))
+            .collect(),
+        ..Default::default()
+    }
+}
+
 fn gen_analytics_event(rng: &mut impl Rng) -> AnalyticsEvent {
     let num_props = rng.random_range(3..=10);
     let num_sections = rng.random_range(2..=5);
@@ -187,5 +240,14 @@ fn main() {
             .collect(),
     );
 
+    write_dataset(
+        "media_frame",
+        "bench.MediaFrame",
+        output_dir,
+        (0..NUM_PAYLOADS)
+            .map(|_| gen_media_frame(&mut rng))
+            .collect(),
+    );
+
     println!("Datasets written to {}", output_dir.display());
 }
diff --git a/benchmarks/prost-bytes/Cargo.lock b/benchmarks/prost-bytes/Cargo.lock
new file mode 100644
index 0000000..5f31e28
--- /dev/null
+++ b/benchmarks/prost-bytes/Cargo.lock
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diff --git a/benchmarks/prost-bytes/Cargo.toml b/benchmarks/prost-bytes/Cargo.toml
new file mode 100644
index 0000000..36291a7
--- /dev/null
+++ b/benchmarks/prost-bytes/Cargo.toml
@@ -0,0 +1,23 @@
+[package]
+name = "bench-prost-bytes"
+version = "0.1.0"
+edition = "2021"
+publish = false
+
+# Disable lib benchmarks so `cargo bench` only hits the criterion binary.
+[lib]
+bench = false
+
+[dependencies]
+prost = "0.13"
+bytes = "1"
+
+[build-dependencies]
+prost-build = "0.13"
+
+[dev-dependencies]
+criterion = "0.5"
+
+[[bench]]
+name = "protobuf"
+harness = false
diff --git a/benchmarks/prost-bytes/benches/protobuf.rs b/benchmarks/prost-bytes/benches/protobuf.rs
new file mode 100644
index 0000000..5ecb6c3
--- /dev/null
+++ b/benchmarks/prost-bytes/benches/protobuf.rs
@@ -0,0 +1,116 @@
+use bytes::Bytes;
+use criterion::{criterion_group, criterion_main, Criterion, Throughput};
+use prost::Message;
+
+use bench_prost_bytes::bench::*;
+use bench_prost_bytes::benchmarks::BenchmarkDataset;
+
+fn load_dataset(data: &[u8]) -> BenchmarkDataset {
+    BenchmarkDataset::decode(data).expect("failed to decode dataset")
+}
+
+fn total_payload_bytes(dataset: &BenchmarkDataset) -> u64 {
+    dataset.payload.iter().map(|p| p.len() as u64).sum()
+}
+
+fn benchmark_decode<M: Message + Default>(c: &mut Criterion, name: &str, dataset_bytes: &[u8]) {
+    let dataset = load_dataset(dataset_bytes);
+    let bytes_total = total_payload_bytes(&dataset);
+
+    // Pre-wrap every payload in a `bytes::Bytes` so the decoder sees a `Buf`
+    // whose `copy_to_bytes` is a zero-copy ref-count slice. Prost's `&[u8]`
+    // decode path copies into a fresh `Vec<u8>` / `Bytes` for each `bytes`
+    // field; the `Bytes`-input path shares the input buffer by refcount.
+    // `Bytes::copy_from_slice` is outside `b.iter()` so its allocation does
+    // not pollute the measured decode cost; `payload.clone()` inside the
+    // hot loop is a cheap atomic refcount bump. On schemas with no or few
+    // `bytes` fields, that per-message refcount work can become a
+    // meaningful fraction of decode cost — it's the reason this variant
+    // can appear slightly slower than default `prost` on `ApiResponse` /
+    // `LogRecord` / etc. where there's nothing to zero-copy.
+    let payloads: Vec<Bytes> = dataset
+        .payload
+        .iter()
+        .map(|p| Bytes::copy_from_slice(p))
+        .collect();
+
+    let mut group = c.benchmark_group(name);
+    group.throughput(Throughput::Bytes(bytes_total));
+
+    // Only `decode` / `merge` are measured here: `prost-build`'s
+    // `.bytes(["."])` substitution affects only the decode path. The
+    // `encode` and `encoded_len` numbers are expected to track default
+    // `prost` within noise — see `benchmarks/prost/` for those benches.
+    group.bench_function("decode", |b| {
+        b.iter(|| {
+            for payload in &payloads {
+                let msg = M::decode(payload.clone()).unwrap();
+                criterion::black_box(&msg);
+            }
+        });
+    });
+
+    group.bench_function("merge", |b| {
+        let mut msg = M::default();
+        b.iter(|| {
+            for payload in &payloads {
+                msg.clear();
+                msg.merge(payload.clone()).unwrap();
+                criterion::black_box(&msg);
+            }
+        });
+    });
+
+    group.finish();
+}
+
+fn bench_api_response(c: &mut Criterion) {
+    benchmark_decode::<ApiResponse>(
+        c,
+        "prost-bytes/api_response",
+        include_bytes!("../../datasets/api_response.pb"),
+    );
+}
+
+fn bench_log_record(c: &mut Criterion) {
+    benchmark_decode::<LogRecord>(
+        c,
+        "prost-bytes/log_record",
+        include_bytes!("../../datasets/log_record.pb"),
+    );
+}
+
+fn bench_analytics_event(c: &mut Criterion) {
+    benchmark_decode::<AnalyticsEvent>(
+        c,
+        "prost-bytes/analytics_event",
+        include_bytes!("../../datasets/analytics_event.pb"),
+    );
+}
+
+fn bench_google_message1(c: &mut Criterion) {
+    benchmark_decode::<bench_prost_bytes::benchmarks::proto3::GoogleMessage1>(
+        c,
+        "prost-bytes/google_message1_proto3",
+        include_bytes!("../../datasets/google_message1_proto3.pb"),
+    );
+}
+
+fn bench_media_frame(c: &mut Criterion) {
+    benchmark_decode::<MediaFrame>(
+        c,
+        "prost-bytes/media_frame",
+        include_bytes!("../../datasets/media_frame.pb"),
+    );
+}
+
+criterion_group!(
+    benches,
+    bench_api_response,
+    bench_log_record,
+    bench_analytics_event,
+    bench_google_message1,
+    bench_media_frame,
+);
+
+criterion_main!(benches);
diff --git a/benchmarks/prost-bytes/build.rs b/benchmarks/prost-bytes/build.rs
new file mode 100644
index 0000000..71dd07f
--- /dev/null
+++ b/benchmarks/prost-bytes/build.rs
@@ -0,0 +1,17 @@
+fn main() {
+    // `.bytes(["."])` tells prost-build to emit `bytes::Bytes` instead of
+    // `Vec<u8>` for every `bytes` field. Combined with a `bytes::Bytes` decode
+    // input, this exercises prost's zero-copy slicing path for `bytes` fields
+    // (the comparison point for buffa's view-based zero-copy decode).
+    prost_build::Config::new()
+        .bytes(["."])
+        .compile_protos(
+            &[
+                "../proto/bench_messages.proto",
+                "../proto/benchmarks.proto",
+                "../proto/benchmark_message1_proto3.proto",
+            ],
+            &["../proto/"],
+        )
+        .expect("failed to compile benchmark protos");
+}
diff --git a/benchmarks/prost-bytes/src/lib.rs b/benchmarks/prost-bytes/src/lib.rs
new file mode 100644
index 0000000..828305b
--- /dev/null
+++ b/benchmarks/prost-bytes/src/lib.rs
@@ -0,0 +1,24 @@
+//! Generated prost types with `bytes::Bytes` substituted for every `bytes`
+//! field (via `prost-build`'s `.bytes(["."])` config). Decode benchmarks
+//! consume `bytes::Bytes` input so prost's zero-copy slicing path for
+//! `Bytes` fields is exercised — the fair comparison point for buffa's
+//! view-based zero-copy decode (issue
+//! [#56](https://github.com/anthropics/buffa/issues/56)).
+//!
+//! The substitution applies only to proto `bytes` fields, not `string`s,
+//! messages, or scalar repeateds. For schemas without `bytes` fields, decode
+//! numbers are expected to track the default-prost crate within noise; the
+//! `MediaFrame` message in this benchmark suite is the bytes-heavy case
+//! where the substitution actually pays off.
+
+pub mod bench {
+    include!(concat!(env!("OUT_DIR"), "/bench.rs"));
+}
+
+pub mod benchmarks {
+    include!(concat!(env!("OUT_DIR"), "/benchmarks.rs"));
+
+    pub mod proto3 {
+        include!(concat!(env!("OUT_DIR"), "/benchmarks.proto3.rs"));
+    }
+}
diff --git a/benchmarks/prost/benches/protobuf.rs b/benchmarks/prost/benches/protobuf.rs
index 9233df8..0a47227 100644
--- a/benchmarks/prost/benches/protobuf.rs
+++ b/benchmarks/prost/benches/protobuf.rs
@@ -148,12 +148,19 @@ fn bench_google_message1(c: &mut Criterion) {
     );
 }
 
+fn bench_media_frame(c: &mut Criterion) {
+    let data = include_bytes!("../../datasets/media_frame.pb");
+    benchmark_decode::<MediaFrame>(c, "prost/media_frame", data);
+    benchmark_json::<MediaFrame>(c, "prost/media_frame", data);
+}
+
 criterion_group!(
     benches,
     bench_api_response,
     bench_log_record,
     bench_analytics_event,
     bench_google_message1,
+    bench_media_frame,
 );
 
 criterion_main!(benches);
diff --git a/benchmarks/proto/bench_messages.proto b/benchmarks/proto/bench_messages.proto
index b417722..f3d5710 100644
--- a/benchmarks/proto/bench_messages.proto
+++ b/benchmarks/proto/bench_messages.proto
@@ -76,3 +76,17 @@ message AnalyticsEvent {
   }
   repeated Nested sections = 5;
 }
+
+// Binary-payload-heavy message: exercises the `bytes` field type, both as a
+// single large blob and as repeated / mapped sub-blobs. Used to contrast
+// prost's `prost-build`'s `.bytes(["."])` zero-copy substitution with buffa
+// views.
+// Target payload: ~3-25KB.
+message MediaFrame {
+  string frame_id = 1;
+  int64 timestamp_nanos = 2;
+  string content_type = 3;
+  bytes body = 4;                     // primary payload, ~1-10 KB
+  repeated bytes chunks = 5;          // 2-6 sub-chunks, ~200-2000 bytes each
+  map<string, bytes> attachments = 6; // 0-4 named sub-blobs
+}

From 75faac8a44fafe861ef70f4690f30aa72fe5addb Mon Sep 17 00:00:00 2001
From: Iain McGinniss <309153+iainmcgin@users.noreply.github.com>
Date: Thu, 23 Apr 2026 03:14:04 +0000
Subject: [PATCH 2/4] benchmarks: split throughput charts per-message for
 independent scales
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

MediaFrame's ~70 GiB/s binary-decode throughput compressed the other four
messages' bars into a few pixels on the shared-scale composite charts.
Replace each composite SVG with one chart per (chart-type × message) so
each chart picks its own nice-max, making the smaller throughput
differences readable again.

- charts/generate.py: loop over (chart, message) pairs; drop series with
  no value for the current message so empty bars don't render.
- Delete the four composite SVGs; add 20 per-message SVGs.
- README: list the 5 per-message charts vertically under each section.
---
 README.md                                     |  24 +++-
 .../charts/binary-decode-analytics_event.svg  |  51 +++++++++
 .../charts/binary-decode-api_response.svg     |  51 +++++++++
 .../binary-decode-google_message1_proto3.svg  |  51 +++++++++
 .../charts/binary-decode-log_record.svg       |  51 +++++++++
 .../charts/binary-decode-media_frame.svg      |  43 ++++++++
 benchmarks/charts/binary-decode.svg           | 103 ------------------
 .../charts/binary-encode-analytics_event.svg  |  43 ++++++++
 .../charts/binary-encode-api_response.svg     |  43 ++++++++
 .../binary-encode-google_message1_proto3.svg  |  43 ++++++++
 .../charts/binary-encode-log_record.svg       |  43 ++++++++
 .../charts/binary-encode-media_frame.svg      |  35 ++++++
 benchmarks/charts/binary-encode.svg           |  91 ----------------
 benchmarks/charts/generate.py                 |  32 ++++--
 .../charts/json-decode-analytics_event.svg    |  39 +++++++
 .../charts/json-decode-api_response.svg       |  39 +++++++
 .../json-decode-google_message1_proto3.svg    |  39 +++++++
 benchmarks/charts/json-decode-log_record.svg  |  39 +++++++
 benchmarks/charts/json-decode-media_frame.svg |  35 ++++++
 benchmarks/charts/json-decode.svg             |  67 ------------
 .../charts/json-encode-analytics_event.svg    |  39 +++++++
 .../charts/json-encode-api_response.svg       |  39 +++++++
 .../json-encode-google_message1_proto3.svg    |  39 +++++++
 benchmarks/charts/json-encode-log_record.svg  |  39 +++++++
 benchmarks/charts/json-encode-media_frame.svg |  35 ++++++
 benchmarks/charts/json-encode.svg             |  67 ------------
 26 files changed, 878 insertions(+), 342 deletions(-)
 create mode 100644 benchmarks/charts/binary-decode-analytics_event.svg
 create mode 100644 benchmarks/charts/binary-decode-api_response.svg
 create mode 100644 benchmarks/charts/binary-decode-google_message1_proto3.svg
 create mode 100644 benchmarks/charts/binary-decode-log_record.svg
 create mode 100644 benchmarks/charts/binary-decode-media_frame.svg
 delete mode 100644 benchmarks/charts/binary-decode.svg
 create mode 100644 benchmarks/charts/binary-encode-analytics_event.svg
 create mode 100644 benchmarks/charts/binary-encode-api_response.svg
 create mode 100644 benchmarks/charts/binary-encode-google_message1_proto3.svg
 create mode 100644 benchmarks/charts/binary-encode-log_record.svg
 create mode 100644 benchmarks/charts/binary-encode-media_frame.svg
 delete mode 100644 benchmarks/charts/binary-encode.svg
 create mode 100644 benchmarks/charts/json-decode-analytics_event.svg
 create mode 100644 benchmarks/charts/json-decode-api_response.svg
 create mode 100644 benchmarks/charts/json-decode-google_message1_proto3.svg
 create mode 100644 benchmarks/charts/json-decode-log_record.svg
 create mode 100644 benchmarks/charts/json-decode-media_frame.svg
 delete mode 100644 benchmarks/charts/json-decode.svg
 create mode 100644 benchmarks/charts/json-encode-analytics_event.svg
 create mode 100644 benchmarks/charts/json-encode-api_response.svg
 create mode 100644 benchmarks/charts/json-encode-google_message1_proto3.svg
 create mode 100644 benchmarks/charts/json-encode-log_record.svg
 create mode 100644 benchmarks/charts/json-encode-media_frame.svg
 delete mode 100644 benchmarks/charts/json-encode.svg

diff --git a/README.md b/README.md
index 505514c..80e0e92 100644
--- a/README.md
+++ b/README.md
@@ -150,7 +150,11 @@ Throughput comparison across five representative message types, measured on an I
 
 ### Binary decode
 
-![Binary decode throughput](benchmarks/charts/binary-decode.svg)
+![Binary decode — ApiResponse](benchmarks/charts/binary-decode-api_response.svg)
+![Binary decode — LogRecord](benchmarks/charts/binary-decode-log_record.svg)
+![Binary decode — AnalyticsEvent](benchmarks/charts/binary-decode-analytics_event.svg)
+![Binary decode — GoogleMessage1](benchmarks/charts/binary-decode-google_message1_proto3.svg)
+![Binary decode — MediaFrame](benchmarks/charts/binary-decode-media_frame.svg)
 
 <details><summary>Raw data (MiB/s)</summary>
 
@@ -166,7 +170,11 @@ Throughput comparison across five representative message types, measured on an I
 
 ### Binary encode
 
-![Binary encode throughput](benchmarks/charts/binary-encode.svg)
+![Binary encode — ApiResponse](benchmarks/charts/binary-encode-api_response.svg)
+![Binary encode — LogRecord](benchmarks/charts/binary-encode-log_record.svg)
+![Binary encode — AnalyticsEvent](benchmarks/charts/binary-encode-analytics_event.svg)
+![Binary encode — GoogleMessage1](benchmarks/charts/binary-encode-google_message1_proto3.svg)
+![Binary encode — MediaFrame](benchmarks/charts/binary-encode-media_frame.svg)
 
 <details><summary>Raw data (MiB/s)</summary>
 
@@ -182,7 +190,11 @@ Throughput comparison across five representative message types, measured on an I
 
 ### JSON encode
 
-![JSON encode throughput](benchmarks/charts/json-encode.svg)
+![JSON encode — ApiResponse](benchmarks/charts/json-encode-api_response.svg)
+![JSON encode — LogRecord](benchmarks/charts/json-encode-log_record.svg)
+![JSON encode — AnalyticsEvent](benchmarks/charts/json-encode-analytics_event.svg)
+![JSON encode — GoogleMessage1](benchmarks/charts/json-encode-google_message1_proto3.svg)
+![JSON encode — MediaFrame](benchmarks/charts/json-encode-media_frame.svg)
 
 <details><summary>Raw data (MiB/s)</summary>
 
@@ -198,7 +210,11 @@ Throughput comparison across five representative message types, measured on an I
 
 ### JSON decode
 
-![JSON decode throughput](benchmarks/charts/json-decode.svg)
+![JSON decode — ApiResponse](benchmarks/charts/json-decode-api_response.svg)
+![JSON decode — LogRecord](benchmarks/charts/json-decode-log_record.svg)
+![JSON decode — AnalyticsEvent](benchmarks/charts/json-decode-analytics_event.svg)
+![JSON decode — GoogleMessage1](benchmarks/charts/json-decode-google_message1_proto3.svg)
+![JSON decode — MediaFrame](benchmarks/charts/json-decode-media_frame.svg)
 
 <details><summary>Raw data (MiB/s)</summary>
 
diff --git a/benchmarks/charts/binary-decode-analytics_event.svg b/benchmarks/charts/binary-decode-analytics_event.svg
new file mode 100644
index 0000000..560c717
--- /dev/null
+++ b/benchmarks/charts/binary-decode-analytics_event.svg
@@ -0,0 +1,51 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="800" height="267" viewBox="0 0 800 267">
+  <style>
+    text { font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Helvetica, Arial, sans-serif; }
+    .title { font-size: 16px; font-weight: 600; fill: #24292f; }
+    .label { font-size: 12px; fill: #24292f; }
+    .value { font-size: 11px; fill: #57606a; }
+    .axis-label { font-size: 11px; fill: #57606a; }
+    .legend-text { font-size: 12px; fill: #24292f; }
+    .grid { stroke: #d0d7de; stroke-width: 0.5; }
+  </style>
+  <rect width="100%" height="100%" fill="white"/>
+  <text x="400.0" y="25" text-anchor="middle" class="title">Binary Decode Throughput — AnalyticsEvent</text>
+  <rect x="140" y="35" width="14" height="14" rx="2" fill="#4C78A8"/>
+  <text x="158" y="46" class="legend-text">buffa</text>
+  <rect x="209.5" y="35" width="14" height="14" rx="2" fill="#72B7B2"/>
+  <text x="227.5" y="46" class="legend-text">buffa (view)</text>
+  <rect x="331.5" y="35" width="14" height="14" rx="2" fill="#F58518"/>
+  <text x="349.5" y="46" class="legend-text">prost</text>
+  <rect x="401.0" y="35" width="14" height="14" rx="2" fill="#EEAE62"/>
+  <text x="419.0" y="46" class="legend-text">prost (bytes)</text>
+  <rect x="530.5" y="35" width="14" height="14" rx="2" fill="#E45756"/>
+  <text x="548.5" y="46" class="legend-text">protobuf-v4</text>
+  <rect x="645.0" y="35" width="14" height="14" rx="2" fill="#54A24B"/>
+  <text x="663.0" y="46" class="legend-text">Go</text>
+  <line x1="140.0" y1="80" x2="140.0" y2="232" class="grid"/>
+  <text x="140.0" y="247" text-anchor="middle" class="axis-label">0</text>
+  <line x1="256.0" y1="80" x2="256.0" y2="232" class="grid"/>
+  <text x="256.0" y="247" text-anchor="middle" class="axis-label">80</text>
+  <line x1="372.0" y1="80" x2="372.0" y2="232" class="grid"/>
+  <text x="372.0" y="247" text-anchor="middle" class="axis-label">160</text>
+  <line x1="488.0" y1="80" x2="488.0" y2="232" class="grid"/>
+  <text x="488.0" y="247" text-anchor="middle" class="axis-label">240</text>
+  <line x1="604.0" y1="80" x2="604.0" y2="232" class="grid"/>
+  <text x="604.0" y="247" text-anchor="middle" class="axis-label">320</text>
+  <line x1="720.0" y1="80" x2="720.0" y2="232" class="grid"/>
+  <text x="720.0" y="247" text-anchor="middle" class="axis-label">400</text>
+  <text x="430.0" y="262" text-anchor="middle" class="axis-label">MiB/s</text>
+  <text x="130" y="160.0" text-anchor="end" class="label">AnalyticsEvent</text>
+  <rect x="140" y="80.0" width="288.4" height="22" rx="2" fill="#4C78A8"/>
+  <text x="432.4" y="95.0" class="value">198</text>
+  <rect x="140" y="106.0" width="464.3" height="22" rx="2" fill="#72B7B2"/>
+  <text x="608.3" y="121.0" class="value">320</text>
+  <rect x="140" y="132.0" width="367.7" height="22" rx="2" fill="#F58518"/>
+  <text x="511.7" y="147.0" class="value">253</text>
+  <rect x="140" y="158.0" width="280.8" height="22" rx="2" fill="#EEAE62"/>
+  <text x="424.8" y="173.0" class="value">193</text>
+  <rect x="140" y="184.0" width="519.6" height="22" rx="2" fill="#E45756"/>
+  <text x="663.6" y="199.0" class="value">358</text>
+  <rect x="140" y="210.0" width="132.0" height="22" rx="2" fill="#54A24B"/>
+  <text x="276.0" y="225.0" class="value">91</text>
+</svg>
diff --git a/benchmarks/charts/binary-decode-api_response.svg b/benchmarks/charts/binary-decode-api_response.svg
new file mode 100644
index 0000000..5b55100
--- /dev/null
+++ b/benchmarks/charts/binary-decode-api_response.svg
@@ -0,0 +1,51 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="800" height="267" viewBox="0 0 800 267">
+  <style>
+    text { font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Helvetica, Arial, sans-serif; }
+    .title { font-size: 16px; font-weight: 600; fill: #24292f; }
+    .label { font-size: 12px; fill: #24292f; }
+    .value { font-size: 11px; fill: #57606a; }
+    .axis-label { font-size: 11px; fill: #57606a; }
+    .legend-text { font-size: 12px; fill: #24292f; }
+    .grid { stroke: #d0d7de; stroke-width: 0.5; }
+  </style>
+  <rect width="100%" height="100%" fill="white"/>
+  <text x="400.0" y="25" text-anchor="middle" class="title">Binary Decode Throughput — ApiResponse</text>
+  <rect x="140" y="35" width="14" height="14" rx="2" fill="#4C78A8"/>
+  <text x="158" y="46" class="legend-text">buffa</text>
+  <rect x="209.5" y="35" width="14" height="14" rx="2" fill="#72B7B2"/>
+  <text x="227.5" y="46" class="legend-text">buffa (view)</text>
+  <rect x="331.5" y="35" width="14" height="14" rx="2" fill="#F58518"/>
+  <text x="349.5" y="46" class="legend-text">prost</text>
+  <rect x="401.0" y="35" width="14" height="14" rx="2" fill="#EEAE62"/>
+  <text x="419.0" y="46" class="legend-text">prost (bytes)</text>
+  <rect x="530.5" y="35" width="14" height="14" rx="2" fill="#E45756"/>
+  <text x="548.5" y="46" class="legend-text">protobuf-v4</text>
+  <rect x="645.0" y="35" width="14" height="14" rx="2" fill="#54A24B"/>
+  <text x="663.0" y="46" class="legend-text">Go</text>
+  <line x1="140.0" y1="80" x2="140.0" y2="232" class="grid"/>
+  <text x="140.0" y="247" text-anchor="middle" class="axis-label">0</text>
+  <line x1="256.0" y1="80" x2="256.0" y2="232" class="grid"/>
+  <text x="256.0" y="247" text-anchor="middle" class="axis-label">400</text>
+  <line x1="372.0" y1="80" x2="372.0" y2="232" class="grid"/>
+  <text x="372.0" y="247" text-anchor="middle" class="axis-label">800</text>
+  <line x1="488.0" y1="80" x2="488.0" y2="232" class="grid"/>
+  <text x="488.0" y="247" text-anchor="middle" class="axis-label">1.2k</text>
+  <line x1="604.0" y1="80" x2="604.0" y2="232" class="grid"/>
+  <text x="604.0" y="247" text-anchor="middle" class="axis-label">1.6k</text>
+  <line x1="720.0" y1="80" x2="720.0" y2="232" class="grid"/>
+  <text x="720.0" y="247" text-anchor="middle" class="axis-label">2.0k</text>
+  <text x="430.0" y="262" text-anchor="middle" class="axis-label">MiB/s</text>
+  <text x="130" y="160.0" text-anchor="end" class="label">ApiResponse</text>
+  <rect x="140" y="80.0" width="250.1" height="22" rx="2" fill="#4C78A8"/>
+  <text x="394.1" y="95.0" class="value">862</text>
+  <rect x="140" y="106.0" width="427.7" height="22" rx="2" fill="#72B7B2"/>
+  <text x="571.7" y="121.0" class="value">1,474</text>
+  <rect x="140" y="132.0" width="219.2" height="22" rx="2" fill="#F58518"/>
+  <text x="363.2" y="147.0" class="value">756</text>
+  <rect x="140" y="158.0" width="196.2" height="22" rx="2" fill="#EEAE62"/>
+  <text x="340.2" y="173.0" class="value">676</text>
+  <rect x="140" y="184.0" width="206.4" height="22" rx="2" fill="#E45756"/>
+  <text x="350.4" y="199.0" class="value">711</text>
+  <rect x="140" y="210.0" width="78.4" height="22" rx="2" fill="#54A24B"/>
+  <text x="222.4" y="225.0" class="value">270</text>
+</svg>
diff --git a/benchmarks/charts/binary-decode-google_message1_proto3.svg b/benchmarks/charts/binary-decode-google_message1_proto3.svg
new file mode 100644
index 0000000..92e257c
--- /dev/null
+++ b/benchmarks/charts/binary-decode-google_message1_proto3.svg
@@ -0,0 +1,51 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="800" height="267" viewBox="0 0 800 267">
+  <style>
+    text { font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Helvetica, Arial, sans-serif; }
+    .title { font-size: 16px; font-weight: 600; fill: #24292f; }
+    .label { font-size: 12px; fill: #24292f; }
+    .value { font-size: 11px; fill: #57606a; }
+    .axis-label { font-size: 11px; fill: #57606a; }
+    .legend-text { font-size: 12px; fill: #24292f; }
+    .grid { stroke: #d0d7de; stroke-width: 0.5; }
+  </style>
+  <rect width="100%" height="100%" fill="white"/>
+  <text x="400.0" y="25" text-anchor="middle" class="title">Binary Decode Throughput — GoogleMessage1</text>
+  <rect x="140" y="35" width="14" height="14" rx="2" fill="#4C78A8"/>
+  <text x="158" y="46" class="legend-text">buffa</text>
+  <rect x="209.5" y="35" width="14" height="14" rx="2" fill="#72B7B2"/>
+  <text x="227.5" y="46" class="legend-text">buffa (view)</text>
+  <rect x="331.5" y="35" width="14" height="14" rx="2" fill="#F58518"/>
+  <text x="349.5" y="46" class="legend-text">prost</text>
+  <rect x="401.0" y="35" width="14" height="14" rx="2" fill="#EEAE62"/>
+  <text x="419.0" y="46" class="legend-text">prost (bytes)</text>
+  <rect x="530.5" y="35" width="14" height="14" rx="2" fill="#E45756"/>
+  <text x="548.5" y="46" class="legend-text">protobuf-v4</text>
+  <rect x="645.0" y="35" width="14" height="14" rx="2" fill="#54A24B"/>
+  <text x="663.0" y="46" class="legend-text">Go</text>
+  <line x1="140.0" y1="80" x2="140.0" y2="232" class="grid"/>
+  <text x="140.0" y="247" text-anchor="middle" class="axis-label">0</text>
+  <line x1="256.0" y1="80" x2="256.0" y2="232" class="grid"/>
+  <text x="256.0" y="247" text-anchor="middle" class="axis-label">400</text>
+  <line x1="372.0" y1="80" x2="372.0" y2="232" class="grid"/>
+  <text x="372.0" y="247" text-anchor="middle" class="axis-label">800</text>
+  <line x1="488.0" y1="80" x2="488.0" y2="232" class="grid"/>
+  <text x="488.0" y="247" text-anchor="middle" class="axis-label">1.2k</text>
+  <line x1="604.0" y1="80" x2="604.0" y2="232" class="grid"/>
+  <text x="604.0" y="247" text-anchor="middle" class="axis-label">1.6k</text>
+  <line x1="720.0" y1="80" x2="720.0" y2="232" class="grid"/>
+  <text x="720.0" y="247" text-anchor="middle" class="axis-label">2.0k</text>
+  <text x="430.0" y="262" text-anchor="middle" class="axis-label">MiB/s</text>
+  <text x="130" y="160.0" text-anchor="end" class="label">GoogleMessage1</text>
+  <rect x="140" y="80.0" width="294.0" height="22" rx="2" fill="#4C78A8"/>
+  <text x="438.0" y="95.0" class="value">1,013</text>
+  <rect x="140" y="106.0" width="389.0" height="22" rx="2" fill="#72B7B2"/>
+  <text x="533.0" y="121.0" class="value">1,341</text>
+  <rect x="140" y="132.0" width="277.3" height="22" rx="2" fill="#F58518"/>
+  <text x="421.3" y="147.0" class="value">956</text>
+  <rect x="140" y="158.0" width="269.9" height="22" rx="2" fill="#EEAE62"/>
+  <text x="413.9" y="173.0" class="value">930</text>
+  <rect x="140" y="184.0" width="188.0" height="22" rx="2" fill="#E45756"/>
+  <text x="332.0" y="199.0" class="value">648</text>
+  <rect x="140" y="210.0" width="99.9" height="22" rx="2" fill="#54A24B"/>
+  <text x="243.9" y="225.0" class="value">344</text>
+</svg>
diff --git a/benchmarks/charts/binary-decode-log_record.svg b/benchmarks/charts/binary-decode-log_record.svg
new file mode 100644
index 0000000..a94c250
--- /dev/null
+++ b/benchmarks/charts/binary-decode-log_record.svg
@@ -0,0 +1,51 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="800" height="267" viewBox="0 0 800 267">
+  <style>
+    text { font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Helvetica, Arial, sans-serif; }
+    .title { font-size: 16px; font-weight: 600; fill: #24292f; }
+    .label { font-size: 12px; fill: #24292f; }
+    .value { font-size: 11px; fill: #57606a; }
+    .axis-label { font-size: 11px; fill: #57606a; }
+    .legend-text { font-size: 12px; fill: #24292f; }
+    .grid { stroke: #d0d7de; stroke-width: 0.5; }
+  </style>
+  <rect width="100%" height="100%" fill="white"/>
+  <text x="400.0" y="25" text-anchor="middle" class="title">Binary Decode Throughput — LogRecord</text>
+  <rect x="140" y="35" width="14" height="14" rx="2" fill="#4C78A8"/>
+  <text x="158" y="46" class="legend-text">buffa</text>
+  <rect x="209.5" y="35" width="14" height="14" rx="2" fill="#72B7B2"/>
+  <text x="227.5" y="46" class="legend-text">buffa (view)</text>
+  <rect x="331.5" y="35" width="14" height="14" rx="2" fill="#F58518"/>
+  <text x="349.5" y="46" class="legend-text">prost</text>
+  <rect x="401.0" y="35" width="14" height="14" rx="2" fill="#EEAE62"/>
+  <text x="419.0" y="46" class="legend-text">prost (bytes)</text>
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+  <text x="130" y="160.0" text-anchor="end" class="label">LogRecord</text>
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diff --git a/benchmarks/charts/binary-decode-media_frame.svg b/benchmarks/charts/binary-decode-media_frame.svg
new file mode 100644
index 0000000..5d543f1
--- /dev/null
+++ b/benchmarks/charts/binary-decode-media_frame.svg
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+    .title { font-size: 16px; font-weight: 600; fill: #24292f; }
+    .label { font-size: 12px; fill: #24292f; }
+    .value { font-size: 11px; fill: #57606a; }
+    .axis-label { font-size: 11px; fill: #57606a; }
+    .legend-text { font-size: 12px; fill: #24292f; }
+    .grid { stroke: #d0d7de; stroke-width: 0.5; }
+  </style>
+  <rect width="100%" height="100%" fill="white"/>
+  <text x="400.0" y="25" text-anchor="middle" class="title">Binary Decode Throughput — MediaFrame</text>
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+  <text x="158" y="46" class="legend-text">buffa</text>
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+  <text x="227.5" y="46" class="legend-text">buffa (view)</text>
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+  <text x="349.5" y="46" class="legend-text">prost</text>
+  <rect x="401.0" y="35" width="14" height="14" rx="2" fill="#EEAE62"/>
+  <text x="419.0" y="46" class="legend-text">prost (bytes)</text>
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+  <text x="720.0" y="195" text-anchor="middle" class="axis-label">80.0k</text>
+  <text x="430.0" y="210" text-anchor="middle" class="axis-label">MiB/s</text>
+  <text x="130" y="134.0" text-anchor="end" class="label">MediaFrame</text>
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diff --git a/benchmarks/charts/binary-decode.svg b/benchmarks/charts/binary-decode.svg
deleted file mode 100644
index 046aebe..0000000
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diff --git a/benchmarks/charts/binary-encode-analytics_event.svg b/benchmarks/charts/binary-encode-analytics_event.svg
new file mode 100644
index 0000000..7247959
--- /dev/null
+++ b/benchmarks/charts/binary-encode-analytics_event.svg
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+<svg xmlns="http://www.w3.org/2000/svg" width="800" height="215" viewBox="0 0 800 215">
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+    .value { font-size: 11px; fill: #57606a; }
+    .axis-label { font-size: 11px; fill: #57606a; }
+    .legend-text { font-size: 12px; fill: #24292f; }
+    .grid { stroke: #d0d7de; stroke-width: 0.5; }
+  </style>
+  <rect width="100%" height="100%" fill="white"/>
+  <text x="400.0" y="25" text-anchor="middle" class="title">Binary Encode Throughput — AnalyticsEvent</text>
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+  <text x="158" y="46" class="legend-text">buffa</text>
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diff --git a/benchmarks/charts/binary-encode-api_response.svg b/benchmarks/charts/binary-encode-api_response.svg
new file mode 100644
index 0000000..e9f9ed5
--- /dev/null
+++ b/benchmarks/charts/binary-encode-api_response.svg
@@ -0,0 +1,43 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="800" height="215" viewBox="0 0 800 215">
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+    .label { font-size: 12px; fill: #24292f; }
+    .value { font-size: 11px; fill: #57606a; }
+    .axis-label { font-size: 11px; fill: #57606a; }
+    .legend-text { font-size: 12px; fill: #24292f; }
+    .grid { stroke: #d0d7de; stroke-width: 0.5; }
+  </style>
+  <rect width="100%" height="100%" fill="white"/>
+  <text x="400.0" y="25" text-anchor="middle" class="title">Binary Encode Throughput — ApiResponse</text>
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+  <text x="411.5" y="46" class="legend-text">Go</text>
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+  <line x1="720.0" y1="80" x2="720.0" y2="180" class="grid"/>
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+  <text x="430.0" y="210" text-anchor="middle" class="axis-label">MiB/s</text>
+  <text x="130" y="134.0" text-anchor="end" class="label">ApiResponse</text>
+  <rect x="140" y="80.0" width="491.6" height="22" rx="2" fill="#4C78A8"/>
+  <text x="635.6" y="95.0" class="value">2,542</text>
+  <rect x="140" y="106.0" width="349.9" height="22" rx="2" fill="#F58518"/>
+  <text x="493.9" y="121.0" class="value">1,809</text>
+  <rect x="140" y="132.0" width="202.8" height="22" rx="2" fill="#E45756"/>
+  <text x="346.8" y="147.0" class="value">1,048</text>
+  <rect x="140" y="158.0" width="107.5" height="22" rx="2" fill="#54A24B"/>
+  <text x="251.5" y="173.0" class="value">555</text>
+</svg>
diff --git a/benchmarks/charts/binary-encode-google_message1_proto3.svg b/benchmarks/charts/binary-encode-google_message1_proto3.svg
new file mode 100644
index 0000000..6de7d1f
--- /dev/null
+++ b/benchmarks/charts/binary-encode-google_message1_proto3.svg
@@ -0,0 +1,43 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="800" height="215" viewBox="0 0 800 215">
+  <style>
+    text { font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Helvetica, Arial, sans-serif; }
+    .title { font-size: 16px; font-weight: 600; fill: #24292f; }
+    .label { font-size: 12px; fill: #24292f; }
+    .value { font-size: 11px; fill: #57606a; }
+    .axis-label { font-size: 11px; fill: #57606a; }
+    .legend-text { font-size: 12px; fill: #24292f; }
+    .grid { stroke: #d0d7de; stroke-width: 0.5; }
+  </style>
+  <rect width="100%" height="100%" fill="white"/>
+  <text x="400.0" y="25" text-anchor="middle" class="title">Binary Encode Throughput — GoogleMessage1</text>
+  <rect x="140" y="35" width="14" height="14" rx="2" fill="#4C78A8"/>
+  <text x="158" y="46" class="legend-text">buffa</text>
+  <rect x="209.5" y="35" width="14" height="14" rx="2" fill="#F58518"/>
+  <text x="227.5" y="46" class="legend-text">prost</text>
+  <rect x="279.0" y="35" width="14" height="14" rx="2" fill="#E45756"/>
+  <text x="297.0" y="46" class="legend-text">protobuf-v4</text>
+  <rect x="393.5" y="35" width="14" height="14" rx="2" fill="#54A24B"/>
+  <text x="411.5" y="46" class="legend-text">Go</text>
+  <line x1="140.0" y1="80" x2="140.0" y2="180" class="grid"/>
+  <text x="140.0" y="195" text-anchor="middle" class="axis-label">0</text>
+  <line x1="256.0" y1="80" x2="256.0" y2="180" class="grid"/>
+  <text x="256.0" y="195" text-anchor="middle" class="axis-label">600</text>
+  <line x1="372.0" y1="80" x2="372.0" y2="180" class="grid"/>
+  <text x="372.0" y="195" text-anchor="middle" class="axis-label">1.2k</text>
+  <line x1="488.0" y1="80" x2="488.0" y2="180" class="grid"/>
+  <text x="488.0" y="195" text-anchor="middle" class="axis-label">1.8k</text>
+  <line x1="604.0" y1="80" x2="604.0" y2="180" class="grid"/>
+  <text x="604.0" y="195" text-anchor="middle" class="axis-label">2.4k</text>
+  <line x1="720.0" y1="80" x2="720.0" y2="180" class="grid"/>
+  <text x="720.0" y="195" text-anchor="middle" class="axis-label">3.0k</text>
+  <text x="430.0" y="210" text-anchor="middle" class="axis-label">MiB/s</text>
+  <text x="130" y="134.0" text-anchor="end" class="label">GoogleMessage1</text>
+  <rect x="140" y="80.0" width="501.5" height="22" rx="2" fill="#4C78A8"/>
+  <text x="645.5" y="95.0" class="value">2,594</text>
+  <rect x="140" y="106.0" width="349.6" height="22" rx="2" fill="#F58518"/>
+  <text x="493.6" y="121.0" class="value">1,808</text>
+  <rect x="140" y="132.0" width="168.6" height="22" rx="2" fill="#E45756"/>
+  <text x="312.6" y="147.0" class="value">872</text>
+  <rect x="140" y="158.0" width="69.3" height="22" rx="2" fill="#54A24B"/>
+  <text x="213.3" y="173.0" class="value">358</text>
+</svg>
diff --git a/benchmarks/charts/binary-encode-log_record.svg b/benchmarks/charts/binary-encode-log_record.svg
new file mode 100644
index 0000000..77df35d
--- /dev/null
+++ b/benchmarks/charts/binary-encode-log_record.svg
@@ -0,0 +1,43 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="800" height="215" viewBox="0 0 800 215">
+  <style>
+    text { font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Helvetica, Arial, sans-serif; }
+    .title { font-size: 16px; font-weight: 600; fill: #24292f; }
+    .label { font-size: 12px; fill: #24292f; }
+    .value { font-size: 11px; fill: #57606a; }
+    .axis-label { font-size: 11px; fill: #57606a; }
+    .legend-text { font-size: 12px; fill: #24292f; }
+    .grid { stroke: #d0d7de; stroke-width: 0.5; }
+  </style>
+  <rect width="100%" height="100%" fill="white"/>
+  <text x="400.0" y="25" text-anchor="middle" class="title">Binary Encode Throughput — LogRecord</text>
+  <rect x="140" y="35" width="14" height="14" rx="2" fill="#4C78A8"/>
+  <text x="158" y="46" class="legend-text">buffa</text>
+  <rect x="209.5" y="35" width="14" height="14" rx="2" fill="#F58518"/>
+  <text x="227.5" y="46" class="legend-text">prost</text>
+  <rect x="279.0" y="35" width="14" height="14" rx="2" fill="#E45756"/>
+  <text x="297.0" y="46" class="legend-text">protobuf-v4</text>
+  <rect x="393.5" y="35" width="14" height="14" rx="2" fill="#54A24B"/>
+  <text x="411.5" y="46" class="legend-text">Go</text>
+  <line x1="140.0" y1="80" x2="140.0" y2="180" class="grid"/>
+  <text x="140.0" y="195" text-anchor="middle" class="axis-label">0</text>
+  <line x1="256.0" y1="80" x2="256.0" y2="180" class="grid"/>
+  <text x="256.0" y="195" text-anchor="middle" class="axis-label">1.0k</text>
+  <line x1="372.0" y1="80" x2="372.0" y2="180" class="grid"/>
+  <text x="372.0" y="195" text-anchor="middle" class="axis-label">2.0k</text>
+  <line x1="488.0" y1="80" x2="488.0" y2="180" class="grid"/>
+  <text x="488.0" y="195" text-anchor="middle" class="axis-label">3.0k</text>
+  <line x1="604.0" y1="80" x2="604.0" y2="180" class="grid"/>
+  <text x="604.0" y="195" text-anchor="middle" class="axis-label">4.0k</text>
+  <line x1="720.0" y1="80" x2="720.0" y2="180" class="grid"/>
+  <text x="720.0" y="195" text-anchor="middle" class="axis-label">5.0k</text>
+  <text x="430.0" y="210" text-anchor="middle" class="axis-label">MiB/s</text>
+  <text x="130" y="134.0" text-anchor="end" class="label">LogRecord</text>
+  <rect x="140" y="80.0" width="466.1" height="22" rx="2" fill="#4C78A8"/>
+  <text x="610.1" y="95.0" class="value">4,018</text>
+  <rect x="140" y="106.0" width="358.7" height="22" rx="2" fill="#F58518"/>
+  <text x="502.7" y="121.0" class="value">3,092</text>
+  <rect x="140" y="132.0" width="193.3" height="22" rx="2" fill="#E45756"/>
+  <text x="337.3" y="147.0" class="value">1,666</text>
+  <rect x="140" y="158.0" width="35.1" height="22" rx="2" fill="#54A24B"/>
+  <text x="179.1" y="173.0" class="value">302</text>
+</svg>
diff --git a/benchmarks/charts/binary-encode-media_frame.svg b/benchmarks/charts/binary-encode-media_frame.svg
new file mode 100644
index 0000000..25c8531
--- /dev/null
+++ b/benchmarks/charts/binary-encode-media_frame.svg
@@ -0,0 +1,35 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="800" height="163" viewBox="0 0 800 163">
+  <style>
+    text { font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Helvetica, Arial, sans-serif; }
+    .title { font-size: 16px; font-weight: 600; fill: #24292f; }
+    .label { font-size: 12px; fill: #24292f; }
+    .value { font-size: 11px; fill: #57606a; }
+    .axis-label { font-size: 11px; fill: #57606a; }
+    .legend-text { font-size: 12px; fill: #24292f; }
+    .grid { stroke: #d0d7de; stroke-width: 0.5; }
+  </style>
+  <rect width="100%" height="100%" fill="white"/>
+  <text x="400.0" y="25" text-anchor="middle" class="title">Binary Encode Throughput — MediaFrame</text>
+  <rect x="140" y="35" width="14" height="14" rx="2" fill="#4C78A8"/>
+  <text x="158" y="46" class="legend-text">buffa</text>
+  <rect x="209.5" y="35" width="14" height="14" rx="2" fill="#F58518"/>
+  <text x="227.5" y="46" class="legend-text">prost</text>
+  <line x1="140.0" y1="80" x2="140.0" y2="128" class="grid"/>
+  <text x="140.0" y="143" text-anchor="middle" class="axis-label">0</text>
+  <line x1="256.0" y1="80" x2="256.0" y2="128" class="grid"/>
+  <text x="256.0" y="143" text-anchor="middle" class="axis-label">10.0k</text>
+  <line x1="372.0" y1="80" x2="372.0" y2="128" class="grid"/>
+  <text x="372.0" y="143" text-anchor="middle" class="axis-label">20.0k</text>
+  <line x1="488.0" y1="80" x2="488.0" y2="128" class="grid"/>
+  <text x="488.0" y="143" text-anchor="middle" class="axis-label">30.0k</text>
+  <line x1="604.0" y1="80" x2="604.0" y2="128" class="grid"/>
+  <text x="604.0" y="143" text-anchor="middle" class="axis-label">40.0k</text>
+  <line x1="720.0" y1="80" x2="720.0" y2="128" class="grid"/>
+  <text x="720.0" y="143" text-anchor="middle" class="axis-label">50.0k</text>
+  <text x="430.0" y="158" text-anchor="middle" class="axis-label">MiB/s</text>
+  <text x="130" y="108.0" text-anchor="end" class="label">MediaFrame</text>
+  <rect x="140" y="80.0" width="533.5" height="22" rx="2" fill="#4C78A8"/>
+  <text x="677.5" y="95.0" class="value">45,990</text>
+  <rect x="140" y="106.0" width="446.8" height="22" rx="2" fill="#F58518"/>
+  <text x="590.8" y="121.0" class="value">38,514</text>
+</svg>
diff --git a/benchmarks/charts/binary-encode.svg b/benchmarks/charts/binary-encode.svg
deleted file mode 100644
index a170dc3..0000000
--- a/benchmarks/charts/binary-encode.svg
+++ /dev/null
@@ -1,91 +0,0 @@
-<svg xmlns="http://www.w3.org/2000/svg" width="800" height="825" viewBox="0 0 800 825">
-  <style>
-    text { font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Helvetica, Arial, sans-serif; }
-    .title { font-size: 16px; font-weight: 600; fill: #24292f; }
-    .label { font-size: 12px; fill: #24292f; }
-    .value { font-size: 11px; fill: #57606a; }
-    .axis-label { font-size: 11px; fill: #57606a; }
-    .legend-text { font-size: 12px; fill: #24292f; }
-    .grid { stroke: #d0d7de; stroke-width: 0.5; }
-  </style>
-  <rect width="100%" height="100%" fill="white"/>
-  <text x="400.0" y="25" text-anchor="middle" class="title">Binary Encode Throughput</text>
-  <rect x="140" y="35" width="14" height="14" rx="2" fill="#4C78A8"/>
-  <text x="158" y="46" class="legend-text">buffa</text>
-  <rect x="209.5" y="35" width="14" height="14" rx="2" fill="#F58518"/>
-  <text x="227.5" y="46" class="legend-text">prost</text>
-  <rect x="279.0" y="35" width="14" height="14" rx="2" fill="#EEAE62"/>
-  <text x="297.0" y="46" class="legend-text">prost (bytes)</text>
-  <rect x="408.5" y="35" width="14" height="14" rx="2" fill="#E45756"/>
-  <text x="426.5" y="46" class="legend-text">protobuf-v4</text>
-  <rect x="523.0" y="35" width="14" height="14" rx="2" fill="#54A24B"/>
-  <text x="541.0" y="46" class="legend-text">Go</text>
-  <line x1="140.0" y1="80" x2="140.0" y2="790" class="grid"/>
-  <text x="140.0" y="805" text-anchor="middle" class="axis-label">0</text>
-  <line x1="256.0" y1="80" x2="256.0" y2="790" class="grid"/>
-  <text x="256.0" y="805" text-anchor="middle" class="axis-label">10.0k</text>
-  <line x1="372.0" y1="80" x2="372.0" y2="790" class="grid"/>
-  <text x="372.0" y="805" text-anchor="middle" class="axis-label">20.0k</text>
-  <line x1="488.0" y1="80" x2="488.0" y2="790" class="grid"/>
-  <text x="488.0" y="805" text-anchor="middle" class="axis-label">30.0k</text>
-  <line x1="604.0" y1="80" x2="604.0" y2="790" class="grid"/>
-  <text x="604.0" y="805" text-anchor="middle" class="axis-label">40.0k</text>
-  <line x1="720.0" y1="80" x2="720.0" y2="790" class="grid"/>
-  <text x="720.0" y="805" text-anchor="middle" class="axis-label">50.0k</text>
-  <text x="430.0" y="820" text-anchor="middle" class="axis-label">MiB/s</text>
-  <text x="130" y="147.0" text-anchor="end" class="label">ApiResponse</text>
-  <rect x="140" y="80.0" width="29.5" height="22" rx="2" fill="#4C78A8"/>
-  <text x="173.5" y="95.0" class="value">2,542</text>
-  <rect x="140" y="106.0" width="21.0" height="22" rx="2" fill="#F58518"/>
-  <text x="165.0" y="121.0" class="value">1,809</text>
-  <rect x="140" y="132.0" width="1.0" height="22" rx="2" fill="#EEAE62"/>
-  <text x="145.0" y="147.0" class="value">0</text>
-  <rect x="140" y="158.0" width="12.2" height="22" rx="2" fill="#E45756"/>
-  <text x="156.2" y="173.0" class="value">1,048</text>
-  <rect x="140" y="184.0" width="6.4" height="22" rx="2" fill="#54A24B"/>
-  <text x="150.4" y="199.0" class="value">555</text>
-  <text x="130" y="293.0" text-anchor="end" class="label">LogRecord</text>
-  <rect x="140" y="226.0" width="46.6" height="22" rx="2" fill="#4C78A8"/>
-  <text x="190.6" y="241.0" class="value">4,018</text>
-  <rect x="140" y="252.0" width="35.9" height="22" rx="2" fill="#F58518"/>
-  <text x="179.9" y="267.0" class="value">3,092</text>
-  <rect x="140" y="278.0" width="1.0" height="22" rx="2" fill="#EEAE62"/>
-  <text x="145.0" y="293.0" class="value">0</text>
-  <rect x="140" y="304.0" width="19.3" height="22" rx="2" fill="#E45756"/>
-  <text x="163.3" y="319.0" class="value">1,666</text>
-  <rect x="140" y="330.0" width="3.5" height="22" rx="2" fill="#54A24B"/>
-  <text x="147.5" y="345.0" class="value">302</text>
-  <text x="130" y="439.0" text-anchor="end" class="label">AnalyticsEvent</text>
-  <rect x="140" y="372.0" width="7.6" height="22" rx="2" fill="#4C78A8"/>
-  <text x="151.6" y="387.0" class="value">655</text>
-  <rect x="140" y="398.0" width="4.1" height="22" rx="2" fill="#F58518"/>
-  <text x="148.1" y="413.0" class="value">357</text>
-  <rect x="140" y="424.0" width="1.0" height="22" rx="2" fill="#EEAE62"/>
-  <text x="145.0" y="439.0" class="value">0</text>
-  <rect x="140" y="450.0" width="5.9" height="22" rx="2" fill="#E45756"/>
-  <text x="149.9" y="465.0" class="value">511</text>
-  <rect x="140" y="476.0" width="1.8" height="22" rx="2" fill="#54A24B"/>
-  <text x="145.8" y="491.0" class="value">159</text>
-  <text x="130" y="585.0" text-anchor="end" class="label">GoogleMessage1</text>
-  <rect x="140" y="518.0" width="30.1" height="22" rx="2" fill="#4C78A8"/>
-  <text x="174.1" y="533.0" class="value">2,594</text>
-  <rect x="140" y="544.0" width="21.0" height="22" rx="2" fill="#F58518"/>
-  <text x="165.0" y="559.0" class="value">1,808</text>
-  <rect x="140" y="570.0" width="1.0" height="22" rx="2" fill="#EEAE62"/>
-  <text x="145.0" y="585.0" class="value">0</text>
-  <rect x="140" y="596.0" width="10.1" height="22" rx="2" fill="#E45756"/>
-  <text x="154.1" y="611.0" class="value">872</text>
-  <rect x="140" y="622.0" width="4.2" height="22" rx="2" fill="#54A24B"/>
-  <text x="148.2" y="637.0" class="value">358</text>
-  <text x="130" y="731.0" text-anchor="end" class="label">MediaFrame</text>
-  <rect x="140" y="664.0" width="533.5" height="22" rx="2" fill="#4C78A8"/>
-  <text x="677.5" y="679.0" class="value">45,990</text>
-  <rect x="140" y="690.0" width="446.8" height="22" rx="2" fill="#F58518"/>
-  <text x="590.8" y="705.0" class="value">38,514</text>
-  <rect x="140" y="716.0" width="1.0" height="22" rx="2" fill="#EEAE62"/>
-  <text x="145.0" y="731.0" class="value">0</text>
-  <rect x="140" y="742.0" width="1.0" height="22" rx="2" fill="#E45756"/>
-  <text x="145.0" y="757.0" class="value">0</text>
-  <rect x="140" y="768.0" width="1.0" height="22" rx="2" fill="#54A24B"/>
-  <text x="145.0" y="783.0" class="value">0</text>
-</svg>
diff --git a/benchmarks/charts/generate.py b/benchmarks/charts/generate.py
index b8fffec..184845c 100644
--- a/benchmarks/charts/generate.py
+++ b/benchmarks/charts/generate.py
@@ -409,17 +409,29 @@ def load_criterion(name: str) -> dict[str, float]:
         "json-decode": "JSON Decode Throughput",
     }
 
+    # Per-message SVGs: one file per (chart, message) so each can use its own
+    # throughput scale. MediaFrame's ~70 GiB/s view decode would otherwise
+    # compress the other four messages' bars into a few pixels.
+    # Reverse-map display name → snake-case filename stem.
+    snake_for: dict[str, str] = {v: k for k, v in MSG_DISPLAY.items()}
     for chart_name, table in tables.items():
-        series_list = [
-            Series(name=name, color=COLORS[name],
-                   data={m: v for m, v in vals.items() if v is not None})
-            for name, vals in table.items()
-        ]
-        svg = generate_chart(chart_titles[chart_name], "MiB/s",
-                             MESSAGES, series_list)
-        path = charts_dir / f"{chart_name}.svg"
-        path.write_text(svg + "\n")
-        print(f"  wrote {path}")
+        title_base = chart_titles[chart_name]
+        for msg in MESSAGES:
+            series_list = [
+                Series(name=name, color=COLORS[name],
+                       data={msg: vals[msg]} if vals.get(msg) is not None else {})
+                for name, vals in table.items()
+            ]
+            # Drop series that have no value for this message (e.g. google/go
+            # for MediaFrame) so the chart doesn't render empty bars.
+            series_list = [s for s in series_list if s.data]
+            if not series_list:
+                continue
+            svg = generate_chart(f"{title_base} — {msg}", "MiB/s",
+                                 [msg], series_list)
+            path = charts_dir / f"{chart_name}-{snake_for[msg]}.svg"
+            path.write_text(svg + "\n")
+            print(f"  wrote {path}")
 
     # Print README-ready tables.
     readme = generate_readme_tables(tables)
diff --git a/benchmarks/charts/json-decode-analytics_event.svg b/benchmarks/charts/json-decode-analytics_event.svg
new file mode 100644
index 0000000..e156238
--- /dev/null
+++ b/benchmarks/charts/json-decode-analytics_event.svg
@@ -0,0 +1,39 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="800" height="189" viewBox="0 0 800 189">
+  <style>
+    text { font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Helvetica, Arial, sans-serif; }
+    .title { font-size: 16px; font-weight: 600; fill: #24292f; }
+    .label { font-size: 12px; fill: #24292f; }
+    .value { font-size: 11px; fill: #57606a; }
+    .axis-label { font-size: 11px; fill: #57606a; }
+    .legend-text { font-size: 12px; fill: #24292f; }
+    .grid { stroke: #d0d7de; stroke-width: 0.5; }
+  </style>
+  <rect width="100%" height="100%" fill="white"/>
+  <text x="400.0" y="25" text-anchor="middle" class="title">JSON Decode Throughput — AnalyticsEvent</text>
+  <rect x="140" y="35" width="14" height="14" rx="2" fill="#4C78A8"/>
+  <text x="158" y="46" class="legend-text">buffa</text>
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new file mode 100644
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new file mode 100644
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diff --git a/benchmarks/charts/json-decode-log_record.svg b/benchmarks/charts/json-decode-log_record.svg
new file mode 100644
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diff --git a/benchmarks/charts/json-decode-media_frame.svg b/benchmarks/charts/json-decode-media_frame.svg
new file mode 100644
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new file mode 100644
index 0000000..5fb3591
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+  <rect x="209.5" y="35" width="14" height="14" rx="2" fill="#F58518"/>
+  <text x="227.5" y="46" class="legend-text">prost</text>
+  <rect x="279.0" y="35" width="14" height="14" rx="2" fill="#54A24B"/>
+  <text x="297.0" y="46" class="legend-text">Go</text>
+  <line x1="140.0" y1="80" x2="140.0" y2="154" class="grid"/>
+  <text x="140.0" y="169" text-anchor="middle" class="axis-label">0</text>
+  <line x1="256.0" y1="80" x2="256.0" y2="154" class="grid"/>
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+  <line x1="372.0" y1="80" x2="372.0" y2="154" class="grid"/>
+  <text x="372.0" y="169" text-anchor="middle" class="axis-label">360</text>
+  <line x1="488.0" y1="80" x2="488.0" y2="154" class="grid"/>
+  <text x="488.0" y="169" text-anchor="middle" class="axis-label">540</text>
+  <line x1="604.0" y1="80" x2="604.0" y2="154" class="grid"/>
+  <text x="604.0" y="169" text-anchor="middle" class="axis-label">720</text>
+  <line x1="720.0" y1="80" x2="720.0" y2="154" class="grid"/>
+  <text x="720.0" y="169" text-anchor="middle" class="axis-label">900</text>
+  <text x="430.0" y="184" text-anchor="middle" class="axis-label">MiB/s</text>
+  <text x="130" y="121.0" text-anchor="end" class="label">AnalyticsEvent</text>
+  <rect x="140" y="80.0" width="506.3" height="22" rx="2" fill="#4C78A8"/>
+  <text x="650.3" y="95.0" class="value">785</text>
+  <rect x="140" y="106.0" width="543.6" height="22" rx="2" fill="#F58518"/>
+  <text x="687.6" y="121.0" class="value">843</text>
+  <rect x="140" y="132.0" width="33.1" height="22" rx="2" fill="#54A24B"/>
+  <text x="177.1" y="147.0" class="value">51</text>
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diff --git a/benchmarks/charts/json-encode-api_response.svg b/benchmarks/charts/json-encode-api_response.svg
new file mode 100644
index 0000000..da3c320
--- /dev/null
+++ b/benchmarks/charts/json-encode-api_response.svg
@@ -0,0 +1,39 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="800" height="189" viewBox="0 0 800 189">
+  <style>
+    text { font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Helvetica, Arial, sans-serif; }
+    .title { font-size: 16px; font-weight: 600; fill: #24292f; }
+    .label { font-size: 12px; fill: #24292f; }
+    .value { font-size: 11px; fill: #57606a; }
+    .axis-label { font-size: 11px; fill: #57606a; }
+    .legend-text { font-size: 12px; fill: #24292f; }
+    .grid { stroke: #d0d7de; stroke-width: 0.5; }
+  </style>
+  <rect width="100%" height="100%" fill="white"/>
+  <text x="400.0" y="25" text-anchor="middle" class="title">JSON Encode Throughput — ApiResponse</text>
+  <rect x="140" y="35" width="14" height="14" rx="2" fill="#4C78A8"/>
+  <text x="158" y="46" class="legend-text">buffa</text>
+  <rect x="209.5" y="35" width="14" height="14" rx="2" fill="#F58518"/>
+  <text x="227.5" y="46" class="legend-text">prost</text>
+  <rect x="279.0" y="35" width="14" height="14" rx="2" fill="#54A24B"/>
+  <text x="297.0" y="46" class="legend-text">Go</text>
+  <line x1="140.0" y1="80" x2="140.0" y2="154" class="grid"/>
+  <text x="140.0" y="169" text-anchor="middle" class="axis-label">0</text>
+  <line x1="256.0" y1="80" x2="256.0" y2="154" class="grid"/>
+  <text x="256.0" y="169" text-anchor="middle" class="axis-label">200</text>
+  <line x1="372.0" y1="80" x2="372.0" y2="154" class="grid"/>
+  <text x="372.0" y="169" text-anchor="middle" class="axis-label">400</text>
+  <line x1="488.0" y1="80" x2="488.0" y2="154" class="grid"/>
+  <text x="488.0" y="169" text-anchor="middle" class="axis-label">600</text>
+  <line x1="604.0" y1="80" x2="604.0" y2="154" class="grid"/>
+  <text x="604.0" y="169" text-anchor="middle" class="axis-label">800</text>
+  <line x1="720.0" y1="80" x2="720.0" y2="154" class="grid"/>
+  <text x="720.0" y="169" text-anchor="middle" class="axis-label">1.0k</text>
+  <text x="430.0" y="184" text-anchor="middle" class="axis-label">MiB/s</text>
+  <text x="130" y="121.0" text-anchor="end" class="label">ApiResponse</text>
+  <rect x="140" y="80.0" width="507.4" height="22" rx="2" fill="#4C78A8"/>
+  <text x="651.4" y="95.0" class="value">874</text>
+  <rect x="140" y="106.0" width="546.9" height="22" rx="2" fill="#F58518"/>
+  <text x="690.9" y="121.0" class="value">942</text>
+  <rect x="140" y="132.0" width="67.3" height="22" rx="2" fill="#54A24B"/>
+  <text x="211.3" y="147.0" class="value">116</text>
+</svg>
diff --git a/benchmarks/charts/json-encode-google_message1_proto3.svg b/benchmarks/charts/json-encode-google_message1_proto3.svg
new file mode 100644
index 0000000..beefaf2
--- /dev/null
+++ b/benchmarks/charts/json-encode-google_message1_proto3.svg
@@ -0,0 +1,39 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="800" height="189" viewBox="0 0 800 189">
+  <style>
+    text { font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Helvetica, Arial, sans-serif; }
+    .title { font-size: 16px; font-weight: 600; fill: #24292f; }
+    .label { font-size: 12px; fill: #24292f; }
+    .value { font-size: 11px; fill: #57606a; }
+    .axis-label { font-size: 11px; fill: #57606a; }
+    .legend-text { font-size: 12px; fill: #24292f; }
+    .grid { stroke: #d0d7de; stroke-width: 0.5; }
+  </style>
+  <rect width="100%" height="100%" fill="white"/>
+  <text x="400.0" y="25" text-anchor="middle" class="title">JSON Encode Throughput — GoogleMessage1</text>
+  <rect x="140" y="35" width="14" height="14" rx="2" fill="#4C78A8"/>
+  <text x="158" y="46" class="legend-text">buffa</text>
+  <rect x="209.5" y="35" width="14" height="14" rx="2" fill="#F58518"/>
+  <text x="227.5" y="46" class="legend-text">prost</text>
+  <rect x="279.0" y="35" width="14" height="14" rx="2" fill="#54A24B"/>
+  <text x="297.0" y="46" class="legend-text">Go</text>
+  <line x1="140.0" y1="80" x2="140.0" y2="154" class="grid"/>
+  <text x="140.0" y="169" text-anchor="middle" class="axis-label">0</text>
+  <line x1="256.0" y1="80" x2="256.0" y2="154" class="grid"/>
+  <text x="256.0" y="169" text-anchor="middle" class="axis-label">400</text>
+  <line x1="372.0" y1="80" x2="372.0" y2="154" class="grid"/>
+  <text x="372.0" y="169" text-anchor="middle" class="axis-label">800</text>
+  <line x1="488.0" y1="80" x2="488.0" y2="154" class="grid"/>
+  <text x="488.0" y="169" text-anchor="middle" class="axis-label">1.2k</text>
+  <line x1="604.0" y1="80" x2="604.0" y2="154" class="grid"/>
+  <text x="604.0" y="169" text-anchor="middle" class="axis-label">1.6k</text>
+  <line x1="720.0" y1="80" x2="720.0" y2="154" class="grid"/>
+  <text x="720.0" y="169" text-anchor="middle" class="axis-label">2.0k</text>
+  <text x="430.0" y="184" text-anchor="middle" class="axis-label">MiB/s</text>
+  <text x="130" y="121.0" text-anchor="end" class="label">GoogleMessage1</text>
+  <rect x="140" y="80.0" width="278.8" height="22" rx="2" fill="#4C78A8"/>
+  <text x="422.8" y="95.0" class="value">961</text>
+  <rect x="140" y="106.0" width="292.1" height="22" rx="2" fill="#F58518"/>
+  <text x="436.1" y="121.0" class="value">1,007</text>
+  <rect x="140" y="132.0" width="37.0" height="22" rx="2" fill="#54A24B"/>
+  <text x="181.0" y="147.0" class="value">127</text>
+</svg>
diff --git a/benchmarks/charts/json-encode-log_record.svg b/benchmarks/charts/json-encode-log_record.svg
new file mode 100644
index 0000000..6dab5b1
--- /dev/null
+++ b/benchmarks/charts/json-encode-log_record.svg
@@ -0,0 +1,39 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="800" height="189" viewBox="0 0 800 189">
+  <style>
+    text { font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Helvetica, Arial, sans-serif; }
+    .title { font-size: 16px; font-weight: 600; fill: #24292f; }
+    .label { font-size: 12px; fill: #24292f; }
+    .value { font-size: 11px; fill: #57606a; }
+    .axis-label { font-size: 11px; fill: #57606a; }
+    .legend-text { font-size: 12px; fill: #24292f; }
+    .grid { stroke: #d0d7de; stroke-width: 0.5; }
+  </style>
+  <rect width="100%" height="100%" fill="white"/>
+  <text x="400.0" y="25" text-anchor="middle" class="title">JSON Encode Throughput — LogRecord</text>
+  <rect x="140" y="35" width="14" height="14" rx="2" fill="#4C78A8"/>
+  <text x="158" y="46" class="legend-text">buffa</text>
+  <rect x="209.5" y="35" width="14" height="14" rx="2" fill="#F58518"/>
+  <text x="227.5" y="46" class="legend-text">prost</text>
+  <rect x="279.0" y="35" width="14" height="14" rx="2" fill="#54A24B"/>
+  <text x="297.0" y="46" class="legend-text">Go</text>
+  <line x1="140.0" y1="80" x2="140.0" y2="154" class="grid"/>
+  <text x="140.0" y="169" text-anchor="middle" class="axis-label">0</text>
+  <line x1="256.0" y1="80" x2="256.0" y2="154" class="grid"/>
+  <text x="256.0" y="169" text-anchor="middle" class="axis-label">400</text>
+  <line x1="372.0" y1="80" x2="372.0" y2="154" class="grid"/>
+  <text x="372.0" y="169" text-anchor="middle" class="axis-label">800</text>
+  <line x1="488.0" y1="80" x2="488.0" y2="154" class="grid"/>
+  <text x="488.0" y="169" text-anchor="middle" class="axis-label">1.2k</text>
+  <line x1="604.0" y1="80" x2="604.0" y2="154" class="grid"/>
+  <text x="604.0" y="169" text-anchor="middle" class="axis-label">1.6k</text>
+  <line x1="720.0" y1="80" x2="720.0" y2="154" class="grid"/>
+  <text x="720.0" y="169" text-anchor="middle" class="axis-label">2.0k</text>
+  <text x="430.0" y="184" text-anchor="middle" class="axis-label">MiB/s</text>
+  <text x="130" y="121.0" text-anchor="end" class="label">LogRecord</text>
+  <rect x="140" y="80.0" width="375.2" height="22" rx="2" fill="#4C78A8"/>
+  <text x="519.2" y="95.0" class="value">1,293</text>
+  <rect x="140" y="106.0" width="408.1" height="22" rx="2" fill="#F58518"/>
+  <text x="552.1" y="121.0" class="value">1,407</text>
+  <rect x="140" y="132.0" width="40.7" height="22" rx="2" fill="#54A24B"/>
+  <text x="184.7" y="147.0" class="value">140</text>
+</svg>
diff --git a/benchmarks/charts/json-encode-media_frame.svg b/benchmarks/charts/json-encode-media_frame.svg
new file mode 100644
index 0000000..8f8850b
--- /dev/null
+++ b/benchmarks/charts/json-encode-media_frame.svg
@@ -0,0 +1,35 @@
+<svg xmlns="http://www.w3.org/2000/svg" width="800" height="163" viewBox="0 0 800 163">
+  <style>
+    text { font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Helvetica, Arial, sans-serif; }
+    .title { font-size: 16px; font-weight: 600; fill: #24292f; }
+    .label { font-size: 12px; fill: #24292f; }
+    .value { font-size: 11px; fill: #57606a; }
+    .axis-label { font-size: 11px; fill: #57606a; }
+    .legend-text { font-size: 12px; fill: #24292f; }
+    .grid { stroke: #d0d7de; stroke-width: 0.5; }
+  </style>
+  <rect width="100%" height="100%" fill="white"/>
+  <text x="400.0" y="25" text-anchor="middle" class="title">JSON Encode Throughput — MediaFrame</text>
+  <rect x="140" y="35" width="14" height="14" rx="2" fill="#4C78A8"/>
+  <text x="158" y="46" class="legend-text">buffa</text>
+  <rect x="209.5" y="35" width="14" height="14" rx="2" fill="#F58518"/>
+  <text x="227.5" y="46" class="legend-text">prost</text>
+  <line x1="140.0" y1="80" x2="140.0" y2="128" class="grid"/>
+  <text x="140.0" y="143" text-anchor="middle" class="axis-label">0</text>
+  <line x1="256.0" y1="80" x2="256.0" y2="128" class="grid"/>
+  <text x="256.0" y="143" text-anchor="middle" class="axis-label">400</text>
+  <line x1="372.0" y1="80" x2="372.0" y2="128" class="grid"/>
+  <text x="372.0" y="143" text-anchor="middle" class="axis-label">800</text>
+  <line x1="488.0" y1="80" x2="488.0" y2="128" class="grid"/>
+  <text x="488.0" y="143" text-anchor="middle" class="axis-label">1.2k</text>
+  <line x1="604.0" y1="80" x2="604.0" y2="128" class="grid"/>
+  <text x="604.0" y="143" text-anchor="middle" class="axis-label">1.6k</text>
+  <line x1="720.0" y1="80" x2="720.0" y2="128" class="grid"/>
+  <text x="720.0" y="143" text-anchor="middle" class="axis-label">2.0k</text>
+  <text x="430.0" y="158" text-anchor="middle" class="axis-label">MiB/s</text>
+  <text x="130" y="108.0" text-anchor="end" class="label">MediaFrame</text>
+  <rect x="140" y="80.0" width="412.6" height="22" rx="2" fill="#4C78A8"/>
+  <text x="556.6" y="95.0" class="value">1,422</text>
+  <rect x="140" y="106.0" width="420.3" height="22" rx="2" fill="#F58518"/>
+  <text x="564.3" y="121.0" class="value">1,449</text>
+</svg>
diff --git a/benchmarks/charts/json-encode.svg b/benchmarks/charts/json-encode.svg
deleted file mode 100644
index a238423..0000000
--- a/benchmarks/charts/json-encode.svg
+++ /dev/null
@@ -1,67 +0,0 @@
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-    .axis-label { font-size: 11px; fill: #57606a; }
-    .legend-text { font-size: 12px; fill: #24292f; }
-    .grid { stroke: #d0d7de; stroke-width: 0.5; }
-  </style>
-  <rect width="100%" height="100%" fill="white"/>
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From 20ed7b58b714f91e69206b40f52d50dbb4149a7a Mon Sep 17 00:00:00 2001
From: Iain McGinniss <309153+iainmcgin@users.noreply.github.com>
Date: Thu, 23 Apr 2026 03:26:22 +0000
Subject: [PATCH 3/4] benchmarks: add MediaFrame case to google (protobuf-v4)
 and go suites

Both bench_test.go and google/benches/protobuf.rs had a fixed list of
four messages. Add MediaFrame so the new bytes-heavy dataset is
exercised across all four implementations, not just buffa + prost
variants.

Updated numbers (MiB/s binary decode of MediaFrame): buffa 16,816,
buffa (view) 73,004, prost 9,648, prost (bytes) 23,516, protobuf-v4
17,633, Go 1,241. protobuf-v4's arena allocator lands near buffa
owned on decode but trails on encode (~10 GiB/s vs buffa's 46).

Ancillary drift from a fresh cross-impl run refreshes the other four
messages too.
---
 README.md                                     | 40 +++++++++----------
 .../charts/binary-decode-analytics_event.svg  |  8 ++--
 .../charts/binary-decode-api_response.svg     |  8 ++--
 .../binary-decode-google_message1_proto3.svg  |  8 ++--
 .../charts/binary-decode-log_record.svg       |  8 ++--
 .../charts/binary-decode-media_frame.svg      | 38 +++++++++++-------
 .../charts/binary-encode-analytics_event.svg  |  8 ++--
 .../charts/binary-encode-api_response.svg     |  8 ++--
 .../binary-encode-google_message1_proto3.svg  |  8 ++--
 .../charts/binary-encode-log_record.svg       |  8 ++--
 .../charts/binary-encode-media_frame.svg      | 38 +++++++++++-------
 .../charts/json-decode-analytics_event.svg    |  4 +-
 .../charts/json-decode-api_response.svg       |  4 +-
 .../json-decode-google_message1_proto3.svg    |  4 +-
 benchmarks/charts/json-decode-log_record.svg  |  4 +-
 benchmarks/charts/json-decode-media_frame.svg | 34 +++++++++-------
 .../charts/json-encode-analytics_event.svg    |  4 +-
 .../charts/json-encode-api_response.svg       |  4 +-
 .../json-encode-google_message1_proto3.svg    |  4 +-
 benchmarks/charts/json-encode-log_record.svg  |  4 +-
 benchmarks/charts/json-encode-media_frame.svg | 34 +++++++++-------
 benchmarks/charts/tables.md                   | 38 +++++++++---------
 benchmarks/go/bench_test.go                   |  5 +++
 benchmarks/google/benches/protobuf.rs         |  9 +++++
 benchmarks/google/src/lib.rs                  |  5 +--
 25 files changed, 186 insertions(+), 151 deletions(-)

diff --git a/README.md b/README.md
index 80e0e92..045c028 100644
--- a/README.md
+++ b/README.md
@@ -160,11 +160,11 @@ Throughput comparison across five representative message types, measured on an I
 
 | Message | buffa | buffa (view) | prost | prost (bytes) | protobuf-v4 | Go |
 |---------|------:|------:|------:|------:|------:|------:|
-| ApiResponse | 862 | 1,475 (+71%) | 756 (−12%) | 676 (−22%) | 712 (−17%) | 270 (−69%) |
-| LogRecord | 722 | 1,984 (+175%) | 712 (−1%) | 676 (−6%) | 873 (+21%) | 249 (−65%) |
-| AnalyticsEvent | 199 | 320 (+61%) | 254 (+28%) | 194 (−3%) | 358 (+80%) | 91 (−54%) |
-| GoogleMessage1 | 1,014 | 1,341 (+32%) | 956 (−6%) | 931 (−8%) | 648 (−36%) | 344 (−66%) |
-| MediaFrame | 16,816 | 73,004 (+334%) | 9,648 (−43%) | 23,516 (+40%) | — | — |
+| ApiResponse | 862 | 1,475 (+71%) | 756 (−12%) | 676 (−22%) | 695 (−19%) | 269 (−69%) |
+| LogRecord | 722 | 1,984 (+175%) | 712 (−1%) | 676 (−6%) | 857 (+19%) | 247 (−66%) |
+| AnalyticsEvent | 199 | 320 (+61%) | 254 (+28%) | 194 (−3%) | 361 (+82%) | 88 (−56%) |
+| GoogleMessage1 | 1,014 | 1,341 (+32%) | 956 (−6%) | 931 (−8%) | 639 (−37%) | 338 (−67%) |
+| MediaFrame | 16,816 | 73,004 (+334%) | 9,648 (−43%) | 23,516 (+40%) | 17,633 (+5%) | 1,241 (−93%) |
 
 </details>
 
@@ -180,11 +180,11 @@ Throughput comparison across five representative message types, measured on an I
 
 | Message | buffa | prost | protobuf-v4 | Go |
 |---------|------:|------:|------:|------:|
-| ApiResponse | 2,543 | 1,810 (−29%) | 1,049 (−59%) | 556 (−78%) |
-| LogRecord | 4,018 | 3,093 (−23%) | 1,666 (−59%) | 302 (−92%) |
-| AnalyticsEvent | 656 | 357 (−46%) | 511 (−22%) | 159 (−76%) |
-| GoogleMessage1 | 2,594 | 1,808 (−30%) | 872 (−66%) | 358 (−86%) |
-| MediaFrame | 45,990 | 38,514 (−16%) | — | — |
+| ApiResponse | 2,543 | 1,810 (−29%) | 1,013 (−60%) | 560 (−78%) |
+| LogRecord | 4,018 | 3,093 (−23%) | 1,642 (−59%) | 303 (−92%) |
+| AnalyticsEvent | 656 | 357 (−46%) | 511 (−22%) | 160 (−76%) |
+| GoogleMessage1 | 2,594 | 1,808 (−30%) | 869 (−67%) | 360 (−86%) |
+| MediaFrame | 45,990 | 38,514 (−16%) | 10,463 (−77%) | 1,647 (−96%) |
 
 </details>
 
@@ -200,11 +200,11 @@ Throughput comparison across five representative message types, measured on an I
 
 | Message | buffa | prost | Go |
 |---------|------:|------:|---:|
-| ApiResponse | 875 | 943 (+8%) | 116 (−87%) |
-| LogRecord | 1,294 | 1,407 (+9%) | 140 (−89%) |
+| ApiResponse | 875 | 943 (+8%) | 114 (−87%) |
+| LogRecord | 1,294 | 1,407 (+9%) | 136 (−89%) |
 | AnalyticsEvent | 786 | 843 (+7%) | 51 (−93%) |
-| GoogleMessage1 | 961 | 1,007 (+5%) | 128 (−87%) |
-| MediaFrame | 1,423 | 1,449 (+2%) | — |
+| GoogleMessage1 | 961 | 1,007 (+5%) | 122 (−87%) |
+| MediaFrame | 1,423 | 1,449 (+2%) | 206 (−86%) |
 
 </details>
 
@@ -220,17 +220,17 @@ Throughput comparison across five representative message types, measured on an I
 
 | Message | buffa | prost | Go |
 |---------|------:|------:|---:|
-| ApiResponse | 706 | 303 (−57%) | 70 (−90%) |
-| LogRecord | 757 | 696 (−8%) | 110 (−85%) |
-| AnalyticsEvent | 268 | 233 (−13%) | 46 (−83%) |
-| GoogleMessage1 | 640 | 258 (−60%) | 73 (−89%) |
-| MediaFrame | 1,942 | 1,954 (+1%) | — |
+| ApiResponse | 706 | 303 (−57%) | 67 (−90%) |
+| LogRecord | 757 | 696 (−8%) | 107 (−86%) |
+| AnalyticsEvent | 268 | 233 (−13%) | 45 (−83%) |
+| GoogleMessage1 | 640 | 258 (−60%) | 70 (−89%) |
+| MediaFrame | 1,942 | 1,954 (+1%) | 262 (−87%) |
 
 </details>
 
 **Message types:** ApiResponse (~200 B, flat scalars), LogRecord (~1 KB, strings + map + nested message), AnalyticsEvent (~10 KB, deeply nested + repeated sub-messages), GoogleMessage1 (standard protobuf benchmark message), MediaFrame (~10 KB, dominated by `bytes` fields — primary body + chunked sub-blobs + named attachments).
 
-**Libraries:** prost 0.13 + pbjson 0.7, protobuf‑v4 (Google Rust/upb, v4.33.1), Go `google.golang.org/protobuf` v1.36.6. protobuf-v4 JSON is not included as it does not provide a JSON codec. `MediaFrame` throughput numbers are intentionally absent for protobuf-v4 and Go: those suites run a fixed set of messages we did not extend for this experiment.
+**Libraries:** prost 0.13 + pbjson 0.7, protobuf‑v4 (Google Rust/upb, v4.33.1), Go `google.golang.org/protobuf` v1.36.6. protobuf-v4 JSON is not included as it does not provide a JSON codec.
 
 **`prost (bytes)`** uses `prost-build`'s `.bytes(["."])` config so every proto `bytes` field is generated as `bytes::Bytes` instead of `Vec<u8>`, and decodes from a `bytes::Bytes` input to exercise `Bytes`' zero-copy `copy_to_bytes` slicing. The substitution only affects the decode path, so only decode numbers are reported — `prost (bytes)` encode tracks default `prost` by construction. On the four non-bytes messages, `prost (bytes)` tracks default `prost` within noise (and is slightly slower on `ApiResponse` where the per-message `Bytes::clone` refcount overhead isn't offset by any actual zero-copy). On `MediaFrame` it runs ~2.4× faster than default `prost` at decode, confirming that prost's feature does land when it has bytes fields to work with. buffa views are in a different regime again: they borrow directly from the input buffer for strings, bytes, and nested message bodies, so `buffa (view)` on `MediaFrame` is ~3× the `prost (bytes)` number and ~4.3× `buffa`'s own owned decode. Views also benefit on the four non-bytes messages, where prost's `bytes` feature is inert.
 
diff --git a/benchmarks/charts/binary-decode-analytics_event.svg b/benchmarks/charts/binary-decode-analytics_event.svg
index 560c717..be2ea2a 100644
--- a/benchmarks/charts/binary-decode-analytics_event.svg
+++ b/benchmarks/charts/binary-decode-analytics_event.svg
@@ -44,8 +44,8 @@
   <text x="511.7" y="147.0" class="value">253</text>
   <rect x="140" y="158.0" width="280.8" height="22" rx="2" fill="#EEAE62"/>
   <text x="424.8" y="173.0" class="value">193</text>
-  <rect x="140" y="184.0" width="519.6" height="22" rx="2" fill="#E45756"/>
-  <text x="663.6" y="199.0" class="value">358</text>
-  <rect x="140" y="210.0" width="132.0" height="22" rx="2" fill="#54A24B"/>
-  <text x="276.0" y="225.0" class="value">91</text>
+  <rect x="140" y="184.0" width="523.7" height="22" rx="2" fill="#E45756"/>
+  <text x="667.7" y="199.0" class="value">361</text>
+  <rect x="140" y="210.0" width="127.7" height="22" rx="2" fill="#54A24B"/>
+  <text x="271.7" y="225.0" class="value">88</text>
 </svg>
diff --git a/benchmarks/charts/binary-decode-api_response.svg b/benchmarks/charts/binary-decode-api_response.svg
index 5b55100..774374b 100644
--- a/benchmarks/charts/binary-decode-api_response.svg
+++ b/benchmarks/charts/binary-decode-api_response.svg
@@ -44,8 +44,8 @@
   <text x="363.2" y="147.0" class="value">756</text>
   <rect x="140" y="158.0" width="196.2" height="22" rx="2" fill="#EEAE62"/>
   <text x="340.2" y="173.0" class="value">676</text>
-  <rect x="140" y="184.0" width="206.4" height="22" rx="2" fill="#E45756"/>
-  <text x="350.4" y="199.0" class="value">711</text>
-  <rect x="140" y="210.0" width="78.4" height="22" rx="2" fill="#54A24B"/>
-  <text x="222.4" y="225.0" class="value">270</text>
+  <rect x="140" y="184.0" width="201.7" height="22" rx="2" fill="#E45756"/>
+  <text x="345.7" y="199.0" class="value">695</text>
+  <rect x="140" y="210.0" width="78.0" height="22" rx="2" fill="#54A24B"/>
+  <text x="222.0" y="225.0" class="value">268</text>
 </svg>
diff --git a/benchmarks/charts/binary-decode-google_message1_proto3.svg b/benchmarks/charts/binary-decode-google_message1_proto3.svg
index 92e257c..72a12dd 100644
--- a/benchmarks/charts/binary-decode-google_message1_proto3.svg
+++ b/benchmarks/charts/binary-decode-google_message1_proto3.svg
@@ -44,8 +44,8 @@
   <text x="421.3" y="147.0" class="value">956</text>
   <rect x="140" y="158.0" width="269.9" height="22" rx="2" fill="#EEAE62"/>
   <text x="413.9" y="173.0" class="value">930</text>
-  <rect x="140" y="184.0" width="188.0" height="22" rx="2" fill="#E45756"/>
-  <text x="332.0" y="199.0" class="value">648</text>
-  <rect x="140" y="210.0" width="99.9" height="22" rx="2" fill="#54A24B"/>
-  <text x="243.9" y="225.0" class="value">344</text>
+  <rect x="140" y="184.0" width="185.2" height="22" rx="2" fill="#E45756"/>
+  <text x="329.2" y="199.0" class="value">638</text>
+  <rect x="140" y="210.0" width="98.1" height="22" rx="2" fill="#54A24B"/>
+  <text x="242.1" y="225.0" class="value">338</text>
 </svg>
diff --git a/benchmarks/charts/binary-decode-log_record.svg b/benchmarks/charts/binary-decode-log_record.svg
index a94c250..884982f 100644
--- a/benchmarks/charts/binary-decode-log_record.svg
+++ b/benchmarks/charts/binary-decode-log_record.svg
@@ -44,8 +44,8 @@
   <text x="350.6" y="147.0" class="value">712</text>
   <rect x="140" y="158.0" width="196.1" height="22" rx="2" fill="#EEAE62"/>
   <text x="340.1" y="173.0" class="value">676</text>
-  <rect x="140" y="184.0" width="253.3" height="22" rx="2" fill="#E45756"/>
-  <text x="397.3" y="199.0" class="value">873</text>
-  <rect x="140" y="210.0" width="72.3" height="22" rx="2" fill="#54A24B"/>
-  <text x="216.3" y="225.0" class="value">249</text>
+  <rect x="140" y="184.0" width="248.6" height="22" rx="2" fill="#E45756"/>
+  <text x="392.6" y="199.0" class="value">857</text>
+  <rect x="140" y="210.0" width="71.7" height="22" rx="2" fill="#54A24B"/>
+  <text x="215.7" y="225.0" class="value">247</text>
 </svg>
diff --git a/benchmarks/charts/binary-decode-media_frame.svg b/benchmarks/charts/binary-decode-media_frame.svg
index 5d543f1..b3703b8 100644
--- a/benchmarks/charts/binary-decode-media_frame.svg
+++ b/benchmarks/charts/binary-decode-media_frame.svg
@@ -1,4 +1,4 @@
-<svg xmlns="http://www.w3.org/2000/svg" width="800" height="215" viewBox="0 0 800 215">
+<svg xmlns="http://www.w3.org/2000/svg" width="800" height="267" viewBox="0 0 800 267">
   <style>
     text { font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Helvetica, Arial, sans-serif; }
     .title { font-size: 16px; font-weight: 600; fill: #24292f; }
@@ -18,20 +18,24 @@
   <text x="349.5" y="46" class="legend-text">prost</text>
   <rect x="401.0" y="35" width="14" height="14" rx="2" fill="#EEAE62"/>
   <text x="419.0" y="46" class="legend-text">prost (bytes)</text>
-  <line x1="140.0" y1="80" x2="140.0" y2="180" class="grid"/>
-  <text x="140.0" y="195" text-anchor="middle" class="axis-label">0</text>
-  <line x1="256.0" y1="80" x2="256.0" y2="180" class="grid"/>
-  <text x="256.0" y="195" text-anchor="middle" class="axis-label">16.0k</text>
-  <line x1="372.0" y1="80" x2="372.0" y2="180" class="grid"/>
-  <text x="372.0" y="195" text-anchor="middle" class="axis-label">32.0k</text>
-  <line x1="488.0" y1="80" x2="488.0" y2="180" class="grid"/>
-  <text x="488.0" y="195" text-anchor="middle" class="axis-label">48.0k</text>
-  <line x1="604.0" y1="80" x2="604.0" y2="180" class="grid"/>
-  <text x="604.0" y="195" text-anchor="middle" class="axis-label">64.0k</text>
-  <line x1="720.0" y1="80" x2="720.0" y2="180" class="grid"/>
-  <text x="720.0" y="195" text-anchor="middle" class="axis-label">80.0k</text>
-  <text x="430.0" y="210" text-anchor="middle" class="axis-label">MiB/s</text>
-  <text x="130" y="134.0" text-anchor="end" class="label">MediaFrame</text>
+  <rect x="530.5" y="35" width="14" height="14" rx="2" fill="#E45756"/>
+  <text x="548.5" y="46" class="legend-text">protobuf-v4</text>
+  <rect x="645.0" y="35" width="14" height="14" rx="2" fill="#54A24B"/>
+  <text x="663.0" y="46" class="legend-text">Go</text>
+  <line x1="140.0" y1="80" x2="140.0" y2="232" class="grid"/>
+  <text x="140.0" y="247" text-anchor="middle" class="axis-label">0</text>
+  <line x1="256.0" y1="80" x2="256.0" y2="232" class="grid"/>
+  <text x="256.0" y="247" text-anchor="middle" class="axis-label">16.0k</text>
+  <line x1="372.0" y1="80" x2="372.0" y2="232" class="grid"/>
+  <text x="372.0" y="247" text-anchor="middle" class="axis-label">32.0k</text>
+  <line x1="488.0" y1="80" x2="488.0" y2="232" class="grid"/>
+  <text x="488.0" y="247" text-anchor="middle" class="axis-label">48.0k</text>
+  <line x1="604.0" y1="80" x2="604.0" y2="232" class="grid"/>
+  <text x="604.0" y="247" text-anchor="middle" class="axis-label">64.0k</text>
+  <line x1="720.0" y1="80" x2="720.0" y2="232" class="grid"/>
+  <text x="720.0" y="247" text-anchor="middle" class="axis-label">80.0k</text>
+  <text x="430.0" y="262" text-anchor="middle" class="axis-label">MiB/s</text>
+  <text x="130" y="160.0" text-anchor="end" class="label">MediaFrame</text>
   <rect x="140" y="80.0" width="121.9" height="22" rx="2" fill="#4C78A8"/>
   <text x="265.9" y="95.0" class="value">16,816</text>
   <rect x="140" y="106.0" width="529.3" height="22" rx="2" fill="#72B7B2"/>
@@ -40,4 +44,8 @@
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   <rect x="140" y="158.0" width="170.5" height="22" rx="2" fill="#EEAE62"/>
   <text x="314.5" y="173.0" class="value">23,516</text>
+  <rect x="140" y="184.0" width="127.8" height="22" rx="2" fill="#E45756"/>
+  <text x="271.8" y="199.0" class="value">17,632</text>
+  <rect x="140" y="210.0" width="9.0" height="22" rx="2" fill="#54A24B"/>
+  <text x="153.0" y="225.0" class="value">1,241</text>
 </svg>
diff --git a/benchmarks/charts/binary-encode-analytics_event.svg b/benchmarks/charts/binary-encode-analytics_event.svg
index 7247959..ffa5b88 100644
--- a/benchmarks/charts/binary-encode-analytics_event.svg
+++ b/benchmarks/charts/binary-encode-analytics_event.svg
@@ -36,8 +36,8 @@
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   <rect x="140" y="106.0" width="295.9" height="22" rx="2" fill="#F58518"/>
   <text x="439.9" y="121.0" class="value">357</text>
-  <rect x="140" y="132.0" width="423.6" height="22" rx="2" fill="#E45756"/>
-  <text x="567.6" y="147.0" class="value">511</text>
-  <rect x="140" y="158.0" width="132.1" height="22" rx="2" fill="#54A24B"/>
-  <text x="276.1" y="173.0" class="value">159</text>
+  <rect x="140" y="132.0" width="423.0" height="22" rx="2" fill="#E45756"/>
+  <text x="567.0" y="147.0" class="value">510</text>
+  <rect x="140" y="158.0" width="132.6" height="22" rx="2" fill="#54A24B"/>
+  <text x="276.6" y="173.0" class="value">160</text>
 </svg>
diff --git a/benchmarks/charts/binary-encode-api_response.svg b/benchmarks/charts/binary-encode-api_response.svg
index e9f9ed5..d4495e7 100644
--- a/benchmarks/charts/binary-encode-api_response.svg
+++ b/benchmarks/charts/binary-encode-api_response.svg
@@ -36,8 +36,8 @@
   <text x="635.6" y="95.0" class="value">2,542</text>
   <rect x="140" y="106.0" width="349.9" height="22" rx="2" fill="#F58518"/>
   <text x="493.9" y="121.0" class="value">1,809</text>
-  <rect x="140" y="132.0" width="202.8" height="22" rx="2" fill="#E45756"/>
-  <text x="346.8" y="147.0" class="value">1,048</text>
-  <rect x="140" y="158.0" width="107.5" height="22" rx="2" fill="#54A24B"/>
-  <text x="251.5" y="173.0" class="value">555</text>
+  <rect x="140" y="132.0" width="195.8" height="22" rx="2" fill="#E45756"/>
+  <text x="339.8" y="147.0" class="value">1,012</text>
+  <rect x="140" y="158.0" width="108.3" height="22" rx="2" fill="#54A24B"/>
+  <text x="252.3" y="173.0" class="value">560</text>
 </svg>
diff --git a/benchmarks/charts/binary-encode-google_message1_proto3.svg b/benchmarks/charts/binary-encode-google_message1_proto3.svg
index 6de7d1f..66b8be7 100644
--- a/benchmarks/charts/binary-encode-google_message1_proto3.svg
+++ b/benchmarks/charts/binary-encode-google_message1_proto3.svg
@@ -36,8 +36,8 @@
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   <rect x="140" y="106.0" width="349.6" height="22" rx="2" fill="#F58518"/>
   <text x="493.6" y="121.0" class="value">1,808</text>
-  <rect x="140" y="132.0" width="168.6" height="22" rx="2" fill="#E45756"/>
-  <text x="312.6" y="147.0" class="value">872</text>
-  <rect x="140" y="158.0" width="69.3" height="22" rx="2" fill="#54A24B"/>
-  <text x="213.3" y="173.0" class="value">358</text>
+  <rect x="140" y="132.0" width="168.0" height="22" rx="2" fill="#E45756"/>
+  <text x="312.0" y="147.0" class="value">868</text>
+  <rect x="140" y="158.0" width="69.6" height="22" rx="2" fill="#54A24B"/>
+  <text x="213.6" y="173.0" class="value">359</text>
 </svg>
diff --git a/benchmarks/charts/binary-encode-log_record.svg b/benchmarks/charts/binary-encode-log_record.svg
index 77df35d..4bc4e4e 100644
--- a/benchmarks/charts/binary-encode-log_record.svg
+++ b/benchmarks/charts/binary-encode-log_record.svg
@@ -36,8 +36,8 @@
   <text x="610.1" y="95.0" class="value">4,018</text>
   <rect x="140" y="106.0" width="358.7" height="22" rx="2" fill="#F58518"/>
   <text x="502.7" y="121.0" class="value">3,092</text>
-  <rect x="140" y="132.0" width="193.3" height="22" rx="2" fill="#E45756"/>
-  <text x="337.3" y="147.0" class="value">1,666</text>
-  <rect x="140" y="158.0" width="35.1" height="22" rx="2" fill="#54A24B"/>
-  <text x="179.1" y="173.0" class="value">302</text>
+  <rect x="140" y="132.0" width="190.5" height="22" rx="2" fill="#E45756"/>
+  <text x="334.5" y="147.0" class="value">1,642</text>
+  <rect x="140" y="158.0" width="35.2" height="22" rx="2" fill="#54A24B"/>
+  <text x="179.2" y="173.0" class="value">303</text>
 </svg>
diff --git a/benchmarks/charts/binary-encode-media_frame.svg b/benchmarks/charts/binary-encode-media_frame.svg
index 25c8531..c7e655c 100644
--- a/benchmarks/charts/binary-encode-media_frame.svg
+++ b/benchmarks/charts/binary-encode-media_frame.svg
@@ -1,4 +1,4 @@
-<svg xmlns="http://www.w3.org/2000/svg" width="800" height="163" viewBox="0 0 800 163">
+<svg xmlns="http://www.w3.org/2000/svg" width="800" height="215" viewBox="0 0 800 215">
   <style>
     text { font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Helvetica, Arial, sans-serif; }
     .title { font-size: 16px; font-weight: 600; fill: #24292f; }
@@ -14,22 +14,30 @@
   <text x="158" y="46" class="legend-text">buffa</text>
   <rect x="209.5" y="35" width="14" height="14" rx="2" fill="#F58518"/>
   <text x="227.5" y="46" class="legend-text">prost</text>
-  <line x1="140.0" y1="80" x2="140.0" y2="128" class="grid"/>
-  <text x="140.0" y="143" text-anchor="middle" class="axis-label">0</text>
-  <line x1="256.0" y1="80" x2="256.0" y2="128" class="grid"/>
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-  <line x1="372.0" y1="80" x2="372.0" y2="128" class="grid"/>
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-  <line x1="488.0" y1="80" x2="488.0" y2="128" class="grid"/>
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-  <line x1="604.0" y1="80" x2="604.0" y2="128" class="grid"/>
-  <text x="604.0" y="143" text-anchor="middle" class="axis-label">40.0k</text>
-  <line x1="720.0" y1="80" x2="720.0" y2="128" class="grid"/>
-  <text x="720.0" y="143" text-anchor="middle" class="axis-label">50.0k</text>
-  <text x="430.0" y="158" text-anchor="middle" class="axis-label">MiB/s</text>
-  <text x="130" y="108.0" text-anchor="end" class="label">MediaFrame</text>
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+  <text x="297.0" y="46" class="legend-text">protobuf-v4</text>
+  <rect x="393.5" y="35" width="14" height="14" rx="2" fill="#54A24B"/>
+  <text x="411.5" y="46" class="legend-text">Go</text>
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+  <line x1="372.0" y1="80" x2="372.0" y2="180" class="grid"/>
+  <text x="372.0" y="195" text-anchor="middle" class="axis-label">20.0k</text>
+  <line x1="488.0" y1="80" x2="488.0" y2="180" class="grid"/>
+  <text x="488.0" y="195" text-anchor="middle" class="axis-label">30.0k</text>
+  <line x1="604.0" y1="80" x2="604.0" y2="180" class="grid"/>
+  <text x="604.0" y="195" text-anchor="middle" class="axis-label">40.0k</text>
+  <line x1="720.0" y1="80" x2="720.0" y2="180" class="grid"/>
+  <text x="720.0" y="195" text-anchor="middle" class="axis-label">50.0k</text>
+  <text x="430.0" y="210" text-anchor="middle" class="axis-label">MiB/s</text>
+  <text x="130" y="134.0" text-anchor="end" class="label">MediaFrame</text>
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   <rect x="140" y="106.0" width="446.8" height="22" rx="2" fill="#F58518"/>
   <text x="590.8" y="121.0" class="value">38,514</text>
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+  <text x="265.4" y="147.0" class="value">10,462</text>
+  <rect x="140" y="158.0" width="19.1" height="22" rx="2" fill="#54A24B"/>
+  <text x="163.1" y="173.0" class="value">1,646</text>
 </svg>
diff --git a/benchmarks/charts/json-decode-analytics_event.svg b/benchmarks/charts/json-decode-analytics_event.svg
index e156238..dcda5f1 100644
--- a/benchmarks/charts/json-decode-analytics_event.svg
+++ b/benchmarks/charts/json-decode-analytics_event.svg
@@ -34,6 +34,6 @@
   <text x="662.1" y="95.0" class="value">268</text>
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-  <rect x="140" y="132.0" width="89.2" height="22" rx="2" fill="#54A24B"/>
-  <text x="233.2" y="147.0" class="value">46</text>
+  <rect x="140" y="132.0" width="86.3" height="22" rx="2" fill="#54A24B"/>
+  <text x="230.3" y="147.0" class="value">44</text>
 </svg>
diff --git a/benchmarks/charts/json-decode-api_response.svg b/benchmarks/charts/json-decode-api_response.svg
index 1287d38..d9beb8a 100644
--- a/benchmarks/charts/json-decode-api_response.svg
+++ b/benchmarks/charts/json-decode-api_response.svg
@@ -34,6 +34,6 @@
   <text x="655.7" y="95.0" class="value">705</text>
   <rect x="140" y="106.0" width="219.4" height="22" rx="2" fill="#F58518"/>
   <text x="363.4" y="121.0" class="value">302</text>
-  <rect x="140" y="132.0" width="51.1" height="22" rx="2" fill="#54A24B"/>
-  <text x="195.1" y="147.0" class="value">70</text>
+  <rect x="140" y="132.0" width="48.7" height="22" rx="2" fill="#54A24B"/>
+  <text x="192.7" y="147.0" class="value">67</text>
 </svg>
diff --git a/benchmarks/charts/json-decode-google_message1_proto3.svg b/benchmarks/charts/json-decode-google_message1_proto3.svg
index 2c6ef6a..40fdcd8 100644
--- a/benchmarks/charts/json-decode-google_message1_proto3.svg
+++ b/benchmarks/charts/json-decode-google_message1_proto3.svg
@@ -34,6 +34,6 @@
   <text x="674.3" y="95.0" class="value">639</text>
   <rect x="140" y="106.0" width="213.9" height="22" rx="2" fill="#F58518"/>
   <text x="357.9" y="121.0" class="value">258</text>
-  <rect x="140" y="132.0" width="60.2" height="22" rx="2" fill="#54A24B"/>
-  <text x="204.2" y="147.0" class="value">72</text>
+  <rect x="140" y="132.0" width="58.1" height="22" rx="2" fill="#54A24B"/>
+  <text x="202.1" y="147.0" class="value">70</text>
 </svg>
diff --git a/benchmarks/charts/json-decode-log_record.svg b/benchmarks/charts/json-decode-log_record.svg
index 96a44db..ec5cdd4 100644
--- a/benchmarks/charts/json-decode-log_record.svg
+++ b/benchmarks/charts/json-decode-log_record.svg
@@ -34,6 +34,6 @@
   <text x="692.6" y="95.0" class="value">756</text>
   <rect x="140" y="106.0" width="504.6" height="22" rx="2" fill="#F58518"/>
   <text x="648.6" y="121.0" class="value">695</text>
-  <rect x="140" y="132.0" width="79.8" height="22" rx="2" fill="#54A24B"/>
-  <text x="223.8" y="147.0" class="value">110</text>
+  <rect x="140" y="132.0" width="77.6" height="22" rx="2" fill="#54A24B"/>
+  <text x="221.6" y="147.0" class="value">107</text>
 </svg>
diff --git a/benchmarks/charts/json-decode-media_frame.svg b/benchmarks/charts/json-decode-media_frame.svg
index 4f53358..7fa913c 100644
--- a/benchmarks/charts/json-decode-media_frame.svg
+++ b/benchmarks/charts/json-decode-media_frame.svg
@@ -1,4 +1,4 @@
-<svg xmlns="http://www.w3.org/2000/svg" width="800" height="163" viewBox="0 0 800 163">
+<svg xmlns="http://www.w3.org/2000/svg" width="800" height="189" viewBox="0 0 800 189">
   <style>
     text { font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Helvetica, Arial, sans-serif; }
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@@ -14,22 +14,26 @@
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   <text x="227.5" y="46" class="legend-text">prost</text>
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-  <text x="256.0" y="143" text-anchor="middle" class="axis-label">400</text>
-  <line x1="372.0" y1="80" x2="372.0" y2="128" class="grid"/>
-  <text x="372.0" y="143" text-anchor="middle" class="axis-label">800</text>
-  <line x1="488.0" y1="80" x2="488.0" y2="128" class="grid"/>
-  <text x="488.0" y="143" text-anchor="middle" class="axis-label">1.2k</text>
-  <line x1="604.0" y1="80" x2="604.0" y2="128" class="grid"/>
-  <text x="604.0" y="143" text-anchor="middle" class="axis-label">1.6k</text>
-  <line x1="720.0" y1="80" x2="720.0" y2="128" class="grid"/>
-  <text x="720.0" y="143" text-anchor="middle" class="axis-label">2.0k</text>
-  <text x="430.0" y="158" text-anchor="middle" class="axis-label">MiB/s</text>
-  <text x="130" y="108.0" text-anchor="end" class="label">MediaFrame</text>
+  <rect x="279.0" y="35" width="14" height="14" rx="2" fill="#54A24B"/>
+  <text x="297.0" y="46" class="legend-text">Go</text>
+  <line x1="140.0" y1="80" x2="140.0" y2="154" class="grid"/>
+  <text x="140.0" y="169" text-anchor="middle" class="axis-label">0</text>
+  <line x1="256.0" y1="80" x2="256.0" y2="154" class="grid"/>
+  <text x="256.0" y="169" text-anchor="middle" class="axis-label">400</text>
+  <line x1="372.0" y1="80" x2="372.0" y2="154" class="grid"/>
+  <text x="372.0" y="169" text-anchor="middle" class="axis-label">800</text>
+  <line x1="488.0" y1="80" x2="488.0" y2="154" class="grid"/>
+  <text x="488.0" y="169" text-anchor="middle" class="axis-label">1.2k</text>
+  <line x1="604.0" y1="80" x2="604.0" y2="154" class="grid"/>
+  <text x="604.0" y="169" text-anchor="middle" class="axis-label">1.6k</text>
+  <line x1="720.0" y1="80" x2="720.0" y2="154" class="grid"/>
+  <text x="720.0" y="169" text-anchor="middle" class="axis-label">2.0k</text>
+  <text x="430.0" y="184" text-anchor="middle" class="axis-label">MiB/s</text>
+  <text x="130" y="121.0" text-anchor="end" class="label">MediaFrame</text>
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   <rect x="140" y="106.0" width="566.7" height="22" rx="2" fill="#F58518"/>
   <text x="710.7" y="121.0" class="value">1,954</text>
+  <rect x="140" y="132.0" width="75.9" height="22" rx="2" fill="#54A24B"/>
+  <text x="219.9" y="147.0" class="value">261</text>
 </svg>
diff --git a/benchmarks/charts/json-encode-analytics_event.svg b/benchmarks/charts/json-encode-analytics_event.svg
index 5fb3591..5ae0ce4 100644
--- a/benchmarks/charts/json-encode-analytics_event.svg
+++ b/benchmarks/charts/json-encode-analytics_event.svg
@@ -34,6 +34,6 @@
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   <rect x="140" y="106.0" width="543.6" height="22" rx="2" fill="#F58518"/>
   <text x="687.6" y="121.0" class="value">843</text>
-  <rect x="140" y="132.0" width="33.1" height="22" rx="2" fill="#54A24B"/>
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+  <rect x="140" y="132.0" width="33.0" height="22" rx="2" fill="#54A24B"/>
+  <text x="177.0" y="147.0" class="value">51</text>
 </svg>
diff --git a/benchmarks/charts/json-encode-api_response.svg b/benchmarks/charts/json-encode-api_response.svg
index da3c320..2985911 100644
--- a/benchmarks/charts/json-encode-api_response.svg
+++ b/benchmarks/charts/json-encode-api_response.svg
@@ -34,6 +34,6 @@
   <text x="651.4" y="95.0" class="value">874</text>
   <rect x="140" y="106.0" width="546.9" height="22" rx="2" fill="#F58518"/>
   <text x="690.9" y="121.0" class="value">942</text>
-  <rect x="140" y="132.0" width="67.3" height="22" rx="2" fill="#54A24B"/>
-  <text x="211.3" y="147.0" class="value">116</text>
+  <rect x="140" y="132.0" width="66.0" height="22" rx="2" fill="#54A24B"/>
+  <text x="210.0" y="147.0" class="value">113</text>
 </svg>
diff --git a/benchmarks/charts/json-encode-google_message1_proto3.svg b/benchmarks/charts/json-encode-google_message1_proto3.svg
index beefaf2..d9f6334 100644
--- a/benchmarks/charts/json-encode-google_message1_proto3.svg
+++ b/benchmarks/charts/json-encode-google_message1_proto3.svg
@@ -34,6 +34,6 @@
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   <rect x="140" y="106.0" width="292.1" height="22" rx="2" fill="#F58518"/>
   <text x="436.1" y="121.0" class="value">1,007</text>
-  <rect x="140" y="132.0" width="37.0" height="22" rx="2" fill="#54A24B"/>
-  <text x="181.0" y="147.0" class="value">127</text>
+  <rect x="140" y="132.0" width="35.3" height="22" rx="2" fill="#54A24B"/>
+  <text x="179.3" y="147.0" class="value">121</text>
 </svg>
diff --git a/benchmarks/charts/json-encode-log_record.svg b/benchmarks/charts/json-encode-log_record.svg
index 6dab5b1..c580246 100644
--- a/benchmarks/charts/json-encode-log_record.svg
+++ b/benchmarks/charts/json-encode-log_record.svg
@@ -34,6 +34,6 @@
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-  <rect x="140" y="132.0" width="40.7" height="22" rx="2" fill="#54A24B"/>
-  <text x="184.7" y="147.0" class="value">140</text>
+  <rect x="140" y="132.0" width="39.5" height="22" rx="2" fill="#54A24B"/>
+  <text x="183.5" y="147.0" class="value">136</text>
 </svg>
diff --git a/benchmarks/charts/json-encode-media_frame.svg b/benchmarks/charts/json-encode-media_frame.svg
index 8f8850b..164fc40 100644
--- a/benchmarks/charts/json-encode-media_frame.svg
+++ b/benchmarks/charts/json-encode-media_frame.svg
@@ -1,4 +1,4 @@
-<svg xmlns="http://www.w3.org/2000/svg" width="800" height="163" viewBox="0 0 800 163">
+<svg xmlns="http://www.w3.org/2000/svg" width="800" height="189" viewBox="0 0 800 189">
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     text { font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Helvetica, Arial, sans-serif; }
     .title { font-size: 16px; font-weight: 600; fill: #24292f; }
@@ -14,22 +14,26 @@
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   <text x="227.5" y="46" class="legend-text">prost</text>
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-  <line x1="488.0" y1="80" x2="488.0" y2="128" class="grid"/>
-  <text x="488.0" y="143" text-anchor="middle" class="axis-label">1.2k</text>
-  <line x1="604.0" y1="80" x2="604.0" y2="128" class="grid"/>
-  <text x="604.0" y="143" text-anchor="middle" class="axis-label">1.6k</text>
-  <line x1="720.0" y1="80" x2="720.0" y2="128" class="grid"/>
-  <text x="720.0" y="143" text-anchor="middle" class="axis-label">2.0k</text>
-  <text x="430.0" y="158" text-anchor="middle" class="axis-label">MiB/s</text>
-  <text x="130" y="108.0" text-anchor="end" class="label">MediaFrame</text>
+  <rect x="279.0" y="35" width="14" height="14" rx="2" fill="#54A24B"/>
+  <text x="297.0" y="46" class="legend-text">Go</text>
+  <line x1="140.0" y1="80" x2="140.0" y2="154" class="grid"/>
+  <text x="140.0" y="169" text-anchor="middle" class="axis-label">0</text>
+  <line x1="256.0" y1="80" x2="256.0" y2="154" class="grid"/>
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+  <line x1="372.0" y1="80" x2="372.0" y2="154" class="grid"/>
+  <text x="372.0" y="169" text-anchor="middle" class="axis-label">800</text>
+  <line x1="488.0" y1="80" x2="488.0" y2="154" class="grid"/>
+  <text x="488.0" y="169" text-anchor="middle" class="axis-label">1.2k</text>
+  <line x1="604.0" y1="80" x2="604.0" y2="154" class="grid"/>
+  <text x="604.0" y="169" text-anchor="middle" class="axis-label">1.6k</text>
+  <line x1="720.0" y1="80" x2="720.0" y2="154" class="grid"/>
+  <text x="720.0" y="169" text-anchor="middle" class="axis-label">2.0k</text>
+  <text x="430.0" y="184" text-anchor="middle" class="axis-label">MiB/s</text>
+  <text x="130" y="121.0" text-anchor="end" class="label">MediaFrame</text>
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   <rect x="140" y="106.0" width="420.3" height="22" rx="2" fill="#F58518"/>
   <text x="564.3" y="121.0" class="value">1,449</text>
+  <rect x="140" y="132.0" width="59.8" height="22" rx="2" fill="#54A24B"/>
+  <text x="203.8" y="147.0" class="value">206</text>
 </svg>
diff --git a/benchmarks/charts/tables.md b/benchmarks/charts/tables.md
index 6712ed4..38c110c 100644
--- a/benchmarks/charts/tables.md
+++ b/benchmarks/charts/tables.md
@@ -2,38 +2,38 @@
 
 | Message | buffa | buffa (view) | prost | prost (bytes) | protobuf-v4 | Go |
 |---------|------:|------:|------:|------:|------:|------:|
-| ApiResponse | 862 | 1,475 (+71%) | 756 (−12%) | 676 (−22%) | 712 (−17%) | 270 (−69%) |
-| LogRecord | 722 | 1,984 (+175%) | 712 (−1%) | 676 (−6%) | 873 (+21%) | 249 (−65%) |
-| AnalyticsEvent | 199 | 320 (+61%) | 254 (+28%) | 194 (−3%) | 358 (+80%) | 91 (−54%) |
-| GoogleMessage1 | 1,014 | 1,341 (+32%) | 956 (−6%) | 931 (−8%) | 648 (−36%) | 344 (−66%) |
-| MediaFrame | 16,816 | 73,004 (+334%) | 9,648 (−43%) | 23,516 (+40%) | — | — |
+| ApiResponse | 862 | 1,475 (+71%) | 756 (−12%) | 676 (−22%) | 695 (−19%) | 269 (−69%) |
+| LogRecord | 722 | 1,984 (+175%) | 712 (−1%) | 676 (−6%) | 857 (+19%) | 247 (−66%) |
+| AnalyticsEvent | 199 | 320 (+61%) | 254 (+28%) | 194 (−3%) | 361 (+82%) | 88 (−56%) |
+| GoogleMessage1 | 1,014 | 1,341 (+32%) | 956 (−6%) | 931 (−8%) | 639 (−37%) | 338 (−67%) |
+| MediaFrame | 16,816 | 73,004 (+334%) | 9,648 (−43%) | 23,516 (+40%) | 17,633 (+5%) | 1,241 (−93%) |
 
 ### Binary encode
 
 | Message | buffa | prost | prost (bytes) | protobuf-v4 | Go |
 |---------|------:|------:|------:|------:|------:|
-| ApiResponse | 2,543 | 1,810 (−29%) | — | 1,049 (−59%) | 556 (−78%) |
-| LogRecord | 4,018 | 3,093 (−23%) | — | 1,666 (−59%) | 302 (−92%) |
-| AnalyticsEvent | 656 | 357 (−46%) | — | 511 (−22%) | 159 (−76%) |
-| GoogleMessage1 | 2,594 | 1,808 (−30%) | — | 872 (−66%) | 358 (−86%) |
-| MediaFrame | 45,990 | 38,514 (−16%) | — | — | — |
+| ApiResponse | 2,543 | 1,810 (−29%) | — | 1,013 (−60%) | 560 (−78%) |
+| LogRecord | 4,018 | 3,093 (−23%) | — | 1,642 (−59%) | 303 (−92%) |
+| AnalyticsEvent | 656 | 357 (−46%) | — | 511 (−22%) | 160 (−76%) |
+| GoogleMessage1 | 2,594 | 1,808 (−30%) | — | 869 (−67%) | 360 (−86%) |
+| MediaFrame | 45,990 | 38,514 (−16%) | — | 10,463 (−77%) | 1,647 (−96%) |
 
 ### JSON encode
 
 | Message | buffa | prost | Go |
 |---------|------:|------:|------:|
-| ApiResponse | 875 | 943 (+8%) | 116 (−87%) |
-| LogRecord | 1,294 | 1,407 (+9%) | 140 (−89%) |
+| ApiResponse | 875 | 943 (+8%) | 114 (−87%) |
+| LogRecord | 1,294 | 1,407 (+9%) | 136 (−89%) |
 | AnalyticsEvent | 786 | 843 (+7%) | 51 (−93%) |
-| GoogleMessage1 | 961 | 1,007 (+5%) | 128 (−87%) |
-| MediaFrame | 1,423 | 1,449 (+2%) | — |
+| GoogleMessage1 | 961 | 1,007 (+5%) | 122 (−87%) |
+| MediaFrame | 1,423 | 1,449 (+2%) | 206 (−86%) |
 
 ### JSON decode
 
 | Message | buffa | prost | Go |
 |---------|------:|------:|------:|
-| ApiResponse | 706 | 303 (−57%) | 70 (−90%) |
-| LogRecord | 757 | 696 (−8%) | 110 (−85%) |
-| AnalyticsEvent | 268 | 233 (−13%) | 46 (−83%) |
-| GoogleMessage1 | 640 | 258 (−60%) | 73 (−89%) |
-| MediaFrame | 1,942 | 1,954 (+1%) | — |
+| ApiResponse | 706 | 303 (−57%) | 67 (−90%) |
+| LogRecord | 757 | 696 (−8%) | 107 (−86%) |
+| AnalyticsEvent | 268 | 233 (−13%) | 45 (−83%) |
+| GoogleMessage1 | 640 | 258 (−60%) | 70 (−89%) |
+| MediaFrame | 1,942 | 1,954 (+1%) | 262 (−87%) |
diff --git a/benchmarks/go/bench_test.go b/benchmarks/go/bench_test.go
index 475a818..fdc7c4d 100644
--- a/benchmarks/go/bench_test.go
+++ b/benchmarks/go/bench_test.go
@@ -115,6 +115,11 @@ var cases = []benchCase{
 		dataset: "../datasets/google_message1_proto3.pb",
 		newMsg:  func() proto.Message { return &proto3pb.GoogleMessage1{} },
 	},
+	{
+		name:    "MediaFrame",
+		dataset: "../datasets/media_frame.pb",
+		newMsg:  func() proto.Message { return &benchpb.MediaFrame{} },
+	},
 }
 
 // benchBinaryEncode benchmarks proto.Marshal for a set of pre-decoded messages.
diff --git a/benchmarks/google/benches/protobuf.rs b/benchmarks/google/benches/protobuf.rs
index f591c3e..7407106 100644
--- a/benchmarks/google/benches/protobuf.rs
+++ b/benchmarks/google/benches/protobuf.rs
@@ -79,12 +79,21 @@ fn bench_google_message1(c: &mut Criterion) {
     );
 }
 
+fn bench_media_frame(c: &mut Criterion) {
+    benchmark_decode::<MediaFrame>(
+        c,
+        "google/media_frame",
+        include_bytes!("../../datasets/media_frame.pb"),
+    );
+}
+
 criterion_group!(
     benches,
     bench_api_response,
     bench_log_record,
     bench_analytics_event,
     bench_google_message1,
+    bench_media_frame,
 );
 
 criterion_main!(benches);
diff --git a/benchmarks/google/src/lib.rs b/benchmarks/google/src/lib.rs
index 9bc65ec..a9f2eee 100644
--- a/benchmarks/google/src/lib.rs
+++ b/benchmarks/google/src/lib.rs
@@ -7,7 +7,4 @@
 // Include the generated entry point at the crate root.  The generated.rs
 // file uses `#[path = "..."]` attributes with relative paths, so it must
 // be included from its containing directory.
-include!(concat!(
-    env!("OUT_DIR"),
-    "/protobuf_generated/generated.rs"
-));
+include!(concat!(env!("OUT_DIR"), "/protobuf_generated/generated.rs"));

From ba3f0941edcb7719aa0ea345b7a4fb648b36c1f6 Mon Sep 17 00:00:00 2001
From: Iain McGinniss <309153+iainmcgin@users.noreply.github.com>
Date: Thu, 23 Apr 2026 03:31:07 +0000
Subject: [PATCH 4/4] charts: drop premature k-suffix on axis labels;
 auto-scale large charts to GiB/s
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

- Axis labels use plain integers with commas up to 9,999 — '1.2k' for 1,200
  was hard to read at a glance when '1,200' fit in the same space.
- When a chart's max value exceeds 10 GiB/s (10,240 MiB/s), rescale the
  whole chart to GiB/s so the axis doesn't need 'k' at all. MediaFrame
  binary decode / encode and the buffa (view) LogRecord benches trip this
  — '73.0' GiB/s is cleaner than '73k' or '75,000' MiB/s.
- Bar-inline values follow the same unit as the axis: integer MiB/s with
  thousands-separator commas, or two-decimal GiB/s.
---
 .../charts/binary-decode-api_response.svg     |  6 +--
 .../binary-decode-google_message1_proto3.svg  |  6 +--
 .../charts/binary-decode-log_record.svg       |  6 +--
 .../charts/binary-decode-media_frame.svg      | 38 +++++++++----------
 .../charts/binary-encode-api_response.svg     |  8 ++--
 .../binary-encode-google_message1_proto3.svg  |  8 ++--
 .../charts/binary-encode-log_record.svg       | 10 ++---
 .../charts/binary-encode-media_frame.svg      | 30 +++++++--------
 benchmarks/charts/generate.py                 | 38 +++++++++++++++----
 benchmarks/charts/json-decode-media_frame.svg |  6 +--
 .../charts/json-encode-api_response.svg       |  2 +-
 .../json-encode-google_message1_proto3.svg    |  6 +--
 benchmarks/charts/json-encode-log_record.svg  |  6 +--
 benchmarks/charts/json-encode-media_frame.svg |  6 +--
 14 files changed, 100 insertions(+), 76 deletions(-)

diff --git a/benchmarks/charts/binary-decode-api_response.svg b/benchmarks/charts/binary-decode-api_response.svg
index 774374b..0876c97 100644
--- a/benchmarks/charts/binary-decode-api_response.svg
+++ b/benchmarks/charts/binary-decode-api_response.svg
@@ -29,11 +29,11 @@
   <line x1="372.0" y1="80" x2="372.0" y2="232" class="grid"/>
   <text x="372.0" y="247" text-anchor="middle" class="axis-label">800</text>
   <line x1="488.0" y1="80" x2="488.0" y2="232" class="grid"/>
-  <text x="488.0" y="247" text-anchor="middle" class="axis-label">1.2k</text>
+  <text x="488.0" y="247" text-anchor="middle" class="axis-label">1,200</text>
   <line x1="604.0" y1="80" x2="604.0" y2="232" class="grid"/>
-  <text x="604.0" y="247" text-anchor="middle" class="axis-label">1.6k</text>
+  <text x="604.0" y="247" text-anchor="middle" class="axis-label">1,600</text>
   <line x1="720.0" y1="80" x2="720.0" y2="232" class="grid"/>
-  <text x="720.0" y="247" text-anchor="middle" class="axis-label">2.0k</text>
+  <text x="720.0" y="247" text-anchor="middle" class="axis-label">2,000</text>
   <text x="430.0" y="262" text-anchor="middle" class="axis-label">MiB/s</text>
   <text x="130" y="160.0" text-anchor="end" class="label">ApiResponse</text>
   <rect x="140" y="80.0" width="250.1" height="22" rx="2" fill="#4C78A8"/>
diff --git a/benchmarks/charts/binary-decode-google_message1_proto3.svg b/benchmarks/charts/binary-decode-google_message1_proto3.svg
index 72a12dd..9bc0e07 100644
--- a/benchmarks/charts/binary-decode-google_message1_proto3.svg
+++ b/benchmarks/charts/binary-decode-google_message1_proto3.svg
@@ -29,11 +29,11 @@
   <line x1="372.0" y1="80" x2="372.0" y2="232" class="grid"/>
   <text x="372.0" y="247" text-anchor="middle" class="axis-label">800</text>
   <line x1="488.0" y1="80" x2="488.0" y2="232" class="grid"/>
-  <text x="488.0" y="247" text-anchor="middle" class="axis-label">1.2k</text>
+  <text x="488.0" y="247" text-anchor="middle" class="axis-label">1,200</text>
   <line x1="604.0" y1="80" x2="604.0" y2="232" class="grid"/>
-  <text x="604.0" y="247" text-anchor="middle" class="axis-label">1.6k</text>
+  <text x="604.0" y="247" text-anchor="middle" class="axis-label">1,600</text>
   <line x1="720.0" y1="80" x2="720.0" y2="232" class="grid"/>
-  <text x="720.0" y="247" text-anchor="middle" class="axis-label">2.0k</text>
+  <text x="720.0" y="247" text-anchor="middle" class="axis-label">2,000</text>
   <text x="430.0" y="262" text-anchor="middle" class="axis-label">MiB/s</text>
   <text x="130" y="160.0" text-anchor="end" class="label">GoogleMessage1</text>
   <rect x="140" y="80.0" width="294.0" height="22" rx="2" fill="#4C78A8"/>
diff --git a/benchmarks/charts/binary-decode-log_record.svg b/benchmarks/charts/binary-decode-log_record.svg
index 884982f..2ff3bc6 100644
--- a/benchmarks/charts/binary-decode-log_record.svg
+++ b/benchmarks/charts/binary-decode-log_record.svg
@@ -29,11 +29,11 @@
   <line x1="372.0" y1="80" x2="372.0" y2="232" class="grid"/>
   <text x="372.0" y="247" text-anchor="middle" class="axis-label">800</text>
   <line x1="488.0" y1="80" x2="488.0" y2="232" class="grid"/>
-  <text x="488.0" y="247" text-anchor="middle" class="axis-label">1.2k</text>
+  <text x="488.0" y="247" text-anchor="middle" class="axis-label">1,200</text>
   <line x1="604.0" y1="80" x2="604.0" y2="232" class="grid"/>
-  <text x="604.0" y="247" text-anchor="middle" class="axis-label">1.6k</text>
+  <text x="604.0" y="247" text-anchor="middle" class="axis-label">1,600</text>
   <line x1="720.0" y1="80" x2="720.0" y2="232" class="grid"/>
-  <text x="720.0" y="247" text-anchor="middle" class="axis-label">2.0k</text>
+  <text x="720.0" y="247" text-anchor="middle" class="axis-label">2,000</text>
   <text x="430.0" y="262" text-anchor="middle" class="axis-label">MiB/s</text>
   <text x="130" y="160.0" text-anchor="end" class="label">LogRecord</text>
   <rect x="140" y="80.0" width="209.4" height="22" rx="2" fill="#4C78A8"/>
diff --git a/benchmarks/charts/binary-decode-media_frame.svg b/benchmarks/charts/binary-decode-media_frame.svg
index b3703b8..8377d2a 100644
--- a/benchmarks/charts/binary-decode-media_frame.svg
+++ b/benchmarks/charts/binary-decode-media_frame.svg
@@ -23,29 +23,29 @@
   <rect x="645.0" y="35" width="14" height="14" rx="2" fill="#54A24B"/>
   <text x="663.0" y="46" class="legend-text">Go</text>
   <line x1="140.0" y1="80" x2="140.0" y2="232" class="grid"/>
-  <text x="140.0" y="247" text-anchor="middle" class="axis-label">0</text>
+  <text x="140.0" y="247" text-anchor="middle" class="axis-label">0.0</text>
   <line x1="256.0" y1="80" x2="256.0" y2="232" class="grid"/>
-  <text x="256.0" y="247" text-anchor="middle" class="axis-label">16.0k</text>
+  <text x="256.0" y="247" text-anchor="middle" class="axis-label">16.0</text>
   <line x1="372.0" y1="80" x2="372.0" y2="232" class="grid"/>
-  <text x="372.0" y="247" text-anchor="middle" class="axis-label">32.0k</text>
+  <text x="372.0" y="247" text-anchor="middle" class="axis-label">32.0</text>
   <line x1="488.0" y1="80" x2="488.0" y2="232" class="grid"/>
-  <text x="488.0" y="247" text-anchor="middle" class="axis-label">48.0k</text>
+  <text x="488.0" y="247" text-anchor="middle" class="axis-label">48.0</text>
   <line x1="604.0" y1="80" x2="604.0" y2="232" class="grid"/>
-  <text x="604.0" y="247" text-anchor="middle" class="axis-label">64.0k</text>
+  <text x="604.0" y="247" text-anchor="middle" class="axis-label">64.0</text>
   <line x1="720.0" y1="80" x2="720.0" y2="232" class="grid"/>
-  <text x="720.0" y="247" text-anchor="middle" class="axis-label">80.0k</text>
-  <text x="430.0" y="262" text-anchor="middle" class="axis-label">MiB/s</text>
+  <text x="720.0" y="247" text-anchor="middle" class="axis-label">80.0</text>
+  <text x="430.0" y="262" text-anchor="middle" class="axis-label">GiB/s</text>
   <text x="130" y="160.0" text-anchor="end" class="label">MediaFrame</text>
-  <rect x="140" y="80.0" width="121.9" height="22" rx="2" fill="#4C78A8"/>
-  <text x="265.9" y="95.0" class="value">16,816</text>
-  <rect x="140" y="106.0" width="529.3" height="22" rx="2" fill="#72B7B2"/>
-  <text x="673.3" y="121.0" class="value">73,004</text>
-  <rect x="140" y="132.0" width="70.0" height="22" rx="2" fill="#F58518"/>
-  <text x="214.0" y="147.0" class="value">9,648</text>
-  <rect x="140" y="158.0" width="170.5" height="22" rx="2" fill="#EEAE62"/>
-  <text x="314.5" y="173.0" class="value">23,516</text>
-  <rect x="140" y="184.0" width="127.8" height="22" rx="2" fill="#E45756"/>
-  <text x="271.8" y="199.0" class="value">17,632</text>
-  <rect x="140" y="210.0" width="9.0" height="22" rx="2" fill="#54A24B"/>
-  <text x="153.0" y="225.0" class="value">1,241</text>
+  <rect x="140" y="80.0" width="119.1" height="22" rx="2" fill="#4C78A8"/>
+  <text x="263.1" y="95.0" class="value">16.42</text>
+  <rect x="140" y="106.0" width="516.9" height="22" rx="2" fill="#72B7B2"/>
+  <text x="660.9" y="121.0" class="value">71.29</text>
+  <rect x="140" y="132.0" width="68.3" height="22" rx="2" fill="#F58518"/>
+  <text x="212.3" y="147.0" class="value">9.42</text>
+  <rect x="140" y="158.0" width="166.5" height="22" rx="2" fill="#EEAE62"/>
+  <text x="310.5" y="173.0" class="value">22.96</text>
+  <rect x="140" y="184.0" width="124.8" height="22" rx="2" fill="#E45756"/>
+  <text x="268.8" y="199.0" class="value">17.22</text>
+  <rect x="140" y="210.0" width="8.8" height="22" rx="2" fill="#54A24B"/>
+  <text x="152.8" y="225.0" class="value">1.21</text>
 </svg>
diff --git a/benchmarks/charts/binary-encode-api_response.svg b/benchmarks/charts/binary-encode-api_response.svg
index d4495e7..77254b8 100644
--- a/benchmarks/charts/binary-encode-api_response.svg
+++ b/benchmarks/charts/binary-encode-api_response.svg
@@ -23,13 +23,13 @@
   <line x1="256.0" y1="80" x2="256.0" y2="180" class="grid"/>
   <text x="256.0" y="195" text-anchor="middle" class="axis-label">600</text>
   <line x1="372.0" y1="80" x2="372.0" y2="180" class="grid"/>
-  <text x="372.0" y="195" text-anchor="middle" class="axis-label">1.2k</text>
+  <text x="372.0" y="195" text-anchor="middle" class="axis-label">1,200</text>
   <line x1="488.0" y1="80" x2="488.0" y2="180" class="grid"/>
-  <text x="488.0" y="195" text-anchor="middle" class="axis-label">1.8k</text>
+  <text x="488.0" y="195" text-anchor="middle" class="axis-label">1,800</text>
   <line x1="604.0" y1="80" x2="604.0" y2="180" class="grid"/>
-  <text x="604.0" y="195" text-anchor="middle" class="axis-label">2.4k</text>
+  <text x="604.0" y="195" text-anchor="middle" class="axis-label">2,400</text>
   <line x1="720.0" y1="80" x2="720.0" y2="180" class="grid"/>
-  <text x="720.0" y="195" text-anchor="middle" class="axis-label">3.0k</text>
+  <text x="720.0" y="195" text-anchor="middle" class="axis-label">3,000</text>
   <text x="430.0" y="210" text-anchor="middle" class="axis-label">MiB/s</text>
   <text x="130" y="134.0" text-anchor="end" class="label">ApiResponse</text>
   <rect x="140" y="80.0" width="491.6" height="22" rx="2" fill="#4C78A8"/>
diff --git a/benchmarks/charts/binary-encode-google_message1_proto3.svg b/benchmarks/charts/binary-encode-google_message1_proto3.svg
index 66b8be7..7479302 100644
--- a/benchmarks/charts/binary-encode-google_message1_proto3.svg
+++ b/benchmarks/charts/binary-encode-google_message1_proto3.svg
@@ -23,13 +23,13 @@
   <line x1="256.0" y1="80" x2="256.0" y2="180" class="grid"/>
   <text x="256.0" y="195" text-anchor="middle" class="axis-label">600</text>
   <line x1="372.0" y1="80" x2="372.0" y2="180" class="grid"/>
-  <text x="372.0" y="195" text-anchor="middle" class="axis-label">1.2k</text>
+  <text x="372.0" y="195" text-anchor="middle" class="axis-label">1,200</text>
   <line x1="488.0" y1="80" x2="488.0" y2="180" class="grid"/>
-  <text x="488.0" y="195" text-anchor="middle" class="axis-label">1.8k</text>
+  <text x="488.0" y="195" text-anchor="middle" class="axis-label">1,800</text>
   <line x1="604.0" y1="80" x2="604.0" y2="180" class="grid"/>
-  <text x="604.0" y="195" text-anchor="middle" class="axis-label">2.4k</text>
+  <text x="604.0" y="195" text-anchor="middle" class="axis-label">2,400</text>
   <line x1="720.0" y1="80" x2="720.0" y2="180" class="grid"/>
-  <text x="720.0" y="195" text-anchor="middle" class="axis-label">3.0k</text>
+  <text x="720.0" y="195" text-anchor="middle" class="axis-label">3,000</text>
   <text x="430.0" y="210" text-anchor="middle" class="axis-label">MiB/s</text>
   <text x="130" y="134.0" text-anchor="end" class="label">GoogleMessage1</text>
   <rect x="140" y="80.0" width="501.5" height="22" rx="2" fill="#4C78A8"/>
diff --git a/benchmarks/charts/binary-encode-log_record.svg b/benchmarks/charts/binary-encode-log_record.svg
index 4bc4e4e..8f3d10a 100644
--- a/benchmarks/charts/binary-encode-log_record.svg
+++ b/benchmarks/charts/binary-encode-log_record.svg
@@ -21,15 +21,15 @@
   <line x1="140.0" y1="80" x2="140.0" y2="180" class="grid"/>
   <text x="140.0" y="195" text-anchor="middle" class="axis-label">0</text>
   <line x1="256.0" y1="80" x2="256.0" y2="180" class="grid"/>
-  <text x="256.0" y="195" text-anchor="middle" class="axis-label">1.0k</text>
+  <text x="256.0" y="195" text-anchor="middle" class="axis-label">1,000</text>
   <line x1="372.0" y1="80" x2="372.0" y2="180" class="grid"/>
-  <text x="372.0" y="195" text-anchor="middle" class="axis-label">2.0k</text>
+  <text x="372.0" y="195" text-anchor="middle" class="axis-label">2,000</text>
   <line x1="488.0" y1="80" x2="488.0" y2="180" class="grid"/>
-  <text x="488.0" y="195" text-anchor="middle" class="axis-label">3.0k</text>
+  <text x="488.0" y="195" text-anchor="middle" class="axis-label">3,000</text>
   <line x1="604.0" y1="80" x2="604.0" y2="180" class="grid"/>
-  <text x="604.0" y="195" text-anchor="middle" class="axis-label">4.0k</text>
+  <text x="604.0" y="195" text-anchor="middle" class="axis-label">4,000</text>
   <line x1="720.0" y1="80" x2="720.0" y2="180" class="grid"/>
-  <text x="720.0" y="195" text-anchor="middle" class="axis-label">5.0k</text>
+  <text x="720.0" y="195" text-anchor="middle" class="axis-label">5,000</text>
   <text x="430.0" y="210" text-anchor="middle" class="axis-label">MiB/s</text>
   <text x="130" y="134.0" text-anchor="end" class="label">LogRecord</text>
   <rect x="140" y="80.0" width="466.1" height="22" rx="2" fill="#4C78A8"/>
diff --git a/benchmarks/charts/binary-encode-media_frame.svg b/benchmarks/charts/binary-encode-media_frame.svg
index c7e655c..5b90539 100644
--- a/benchmarks/charts/binary-encode-media_frame.svg
+++ b/benchmarks/charts/binary-encode-media_frame.svg
@@ -19,25 +19,25 @@
   <rect x="393.5" y="35" width="14" height="14" rx="2" fill="#54A24B"/>
   <text x="411.5" y="46" class="legend-text">Go</text>
   <line x1="140.0" y1="80" x2="140.0" y2="180" class="grid"/>
-  <text x="140.0" y="195" text-anchor="middle" class="axis-label">0</text>
+  <text x="140.0" y="195" text-anchor="middle" class="axis-label">0.0</text>
   <line x1="256.0" y1="80" x2="256.0" y2="180" class="grid"/>
-  <text x="256.0" y="195" text-anchor="middle" class="axis-label">10.0k</text>
+  <text x="256.0" y="195" text-anchor="middle" class="axis-label">10.0</text>
   <line x1="372.0" y1="80" x2="372.0" y2="180" class="grid"/>
-  <text x="372.0" y="195" text-anchor="middle" class="axis-label">20.0k</text>
+  <text x="372.0" y="195" text-anchor="middle" class="axis-label">20.0</text>
   <line x1="488.0" y1="80" x2="488.0" y2="180" class="grid"/>
-  <text x="488.0" y="195" text-anchor="middle" class="axis-label">30.0k</text>
+  <text x="488.0" y="195" text-anchor="middle" class="axis-label">30.0</text>
   <line x1="604.0" y1="80" x2="604.0" y2="180" class="grid"/>
-  <text x="604.0" y="195" text-anchor="middle" class="axis-label">40.0k</text>
+  <text x="604.0" y="195" text-anchor="middle" class="axis-label">40.0</text>
   <line x1="720.0" y1="80" x2="720.0" y2="180" class="grid"/>
-  <text x="720.0" y="195" text-anchor="middle" class="axis-label">50.0k</text>
-  <text x="430.0" y="210" text-anchor="middle" class="axis-label">MiB/s</text>
+  <text x="720.0" y="195" text-anchor="middle" class="axis-label">50.0</text>
+  <text x="430.0" y="210" text-anchor="middle" class="axis-label">GiB/s</text>
   <text x="130" y="134.0" text-anchor="end" class="label">MediaFrame</text>
-  <rect x="140" y="80.0" width="533.5" height="22" rx="2" fill="#4C78A8"/>
-  <text x="677.5" y="95.0" class="value">45,990</text>
-  <rect x="140" y="106.0" width="446.8" height="22" rx="2" fill="#F58518"/>
-  <text x="590.8" y="121.0" class="value">38,514</text>
-  <rect x="140" y="132.0" width="121.4" height="22" rx="2" fill="#E45756"/>
-  <text x="265.4" y="147.0" class="value">10,462</text>
-  <rect x="140" y="158.0" width="19.1" height="22" rx="2" fill="#54A24B"/>
-  <text x="163.1" y="173.0" class="value">1,646</text>
+  <rect x="140" y="80.0" width="521.0" height="22" rx="2" fill="#4C78A8"/>
+  <text x="665.0" y="95.0" class="value">44.91</text>
+  <rect x="140" y="106.0" width="436.3" height="22" rx="2" fill="#F58518"/>
+  <text x="580.3" y="121.0" class="value">37.61</text>
+  <rect x="140" y="132.0" width="118.5" height="22" rx="2" fill="#E45756"/>
+  <text x="262.5" y="147.0" class="value">10.22</text>
+  <rect x="140" y="158.0" width="18.7" height="22" rx="2" fill="#54A24B"/>
+  <text x="162.7" y="173.0" class="value">1.61</text>
 </svg>
diff --git a/benchmarks/charts/generate.py b/benchmarks/charts/generate.py
index 184845c..6b9da6c 100644
--- a/benchmarks/charts/generate.py
+++ b/benchmarks/charts/generate.py
@@ -224,10 +224,22 @@ class Series:
     data: dict[str, float]
 
 
-def _format_value(v: float) -> str:
-    if v >= 1000:
-        return f"{v / 1000:.1f}k"
-    return str(int(v))
+def _format_axis(v: float, unit: str) -> str:
+    """Axis tick labels. Plain integers with commas for small values; 'k' suffix
+    only kicks in at ≥10,000 (so 1,200 isn't rendered as "1.2k"). When the
+    chart uses GiB/s, show one decimal place."""
+    if unit == "GiB/s":
+        return f"{v:.1f}"
+    if v >= 10_000:
+        return f"{v / 1000:.0f}k"
+    return f"{v:,.0f}"
+
+
+def _format_bar(v: float, unit: str) -> str:
+    """Inline value label next to each bar."""
+    if unit == "GiB/s":
+        return f"{v:.2f}"
+    return f"{int(v):,}"
 
 
 def _nice_max(values: list[float]) -> float:
@@ -236,6 +248,11 @@ def _nice_max(values: list[float]) -> float:
     return math.ceil(raw_max / magnitude) * magnitude
 
 
+# Threshold at which we switch MiB/s → GiB/s for a chart: values ≥10 GiB/s
+# produce unwieldy MiB/s axis labels ("70k MiB/s" → "68.4 GiB/s" reads better).
+_MIB_TO_GIB_CUTOFF = 10 * 1024
+
+
 def generate_chart(title: str, unit: str, messages: list[str],
                    series_list: list[Series]) -> str:
     bar_h = 22
@@ -256,6 +273,13 @@ def generate_chart(title: str, unit: str, messages: list[str],
     svg_w = chart_left + chart_w + 80
 
     all_vals = [v for s in series_list for v in s.data.values() if v]
+    # Auto-rescale MiB/s → GiB/s on the chart when the max value is large
+    # enough to make integer-MiB axis labels unreadable.
+    scale_factor = 1.0
+    if unit == "MiB/s" and max(all_vals) >= _MIB_TO_GIB_CUTOFF:
+        unit = "GiB/s"
+        scale_factor = 1 / 1024
+    all_vals = [v * scale_factor for v in all_vals]
     max_val = _nice_max(all_vals)
     scale = chart_w / max_val
 
@@ -297,7 +321,7 @@ def generate_chart(title: str, unit: str, messages: list[str],
           f' x2="{x:.1f}" y2="{top_margin + total_chart_h}" class="grid"/>')
         a(f'  <text x="{x:.1f}" y="{top_margin + total_chart_h + 15}"'
           f' text-anchor="middle" class="axis-label">'
-          f'{_format_value(round(val))}</text>')
+          f'{_format_axis(val, unit)}</text>')
 
     a(f'  <text x="{chart_left + chart_w / 2}"'
       f' y="{svg_h - 5}" text-anchor="middle" class="axis-label">{unit}</text>')
@@ -309,13 +333,13 @@ def generate_chart(title: str, unit: str, messages: list[str],
           f' class="label">{msg}</text>')
 
         for si, s in enumerate(series_list):
-            val = s.data.get(msg, 0)
+            val = s.data.get(msg, 0) * scale_factor
             by = gy + si * (bar_h + bar_gap)
             bw = max(val * scale, 1)
             a(f'  <rect x="{chart_left}" y="{by:.1f}" width="{bw:.1f}"'
               f' height="{bar_h}" rx="2" fill="{s.color}"/>')
             a(f'  <text x="{chart_left + bw + 4:.1f}" y="{by + bar_h / 2 + 4:.1f}"'
-              f' class="value">{int(val):,}</text>')
+              f' class="value">{_format_bar(val, unit)}</text>')
 
     a('</svg>')
     return '\n'.join(lines)
diff --git a/benchmarks/charts/json-decode-media_frame.svg b/benchmarks/charts/json-decode-media_frame.svg
index 7fa913c..0bfc0f0 100644
--- a/benchmarks/charts/json-decode-media_frame.svg
+++ b/benchmarks/charts/json-decode-media_frame.svg
@@ -23,11 +23,11 @@
   <line x1="372.0" y1="80" x2="372.0" y2="154" class="grid"/>
   <text x="372.0" y="169" text-anchor="middle" class="axis-label">800</text>
   <line x1="488.0" y1="80" x2="488.0" y2="154" class="grid"/>
-  <text x="488.0" y="169" text-anchor="middle" class="axis-label">1.2k</text>
+  <text x="488.0" y="169" text-anchor="middle" class="axis-label">1,200</text>
   <line x1="604.0" y1="80" x2="604.0" y2="154" class="grid"/>
-  <text x="604.0" y="169" text-anchor="middle" class="axis-label">1.6k</text>
+  <text x="604.0" y="169" text-anchor="middle" class="axis-label">1,600</text>
   <line x1="720.0" y1="80" x2="720.0" y2="154" class="grid"/>
-  <text x="720.0" y="169" text-anchor="middle" class="axis-label">2.0k</text>
+  <text x="720.0" y="169" text-anchor="middle" class="axis-label">2,000</text>
   <text x="430.0" y="184" text-anchor="middle" class="axis-label">MiB/s</text>
   <text x="130" y="121.0" text-anchor="end" class="label">MediaFrame</text>
   <rect x="140" y="80.0" width="563.3" height="22" rx="2" fill="#4C78A8"/>
diff --git a/benchmarks/charts/json-encode-api_response.svg b/benchmarks/charts/json-encode-api_response.svg
index 2985911..d83c3aa 100644
--- a/benchmarks/charts/json-encode-api_response.svg
+++ b/benchmarks/charts/json-encode-api_response.svg
@@ -27,7 +27,7 @@
   <line x1="604.0" y1="80" x2="604.0" y2="154" class="grid"/>
   <text x="604.0" y="169" text-anchor="middle" class="axis-label">800</text>
   <line x1="720.0" y1="80" x2="720.0" y2="154" class="grid"/>
-  <text x="720.0" y="169" text-anchor="middle" class="axis-label">1.0k</text>
+  <text x="720.0" y="169" text-anchor="middle" class="axis-label">1,000</text>
   <text x="430.0" y="184" text-anchor="middle" class="axis-label">MiB/s</text>
   <text x="130" y="121.0" text-anchor="end" class="label">ApiResponse</text>
   <rect x="140" y="80.0" width="507.4" height="22" rx="2" fill="#4C78A8"/>
diff --git a/benchmarks/charts/json-encode-google_message1_proto3.svg b/benchmarks/charts/json-encode-google_message1_proto3.svg
index d9f6334..4041322 100644
--- a/benchmarks/charts/json-encode-google_message1_proto3.svg
+++ b/benchmarks/charts/json-encode-google_message1_proto3.svg
@@ -23,11 +23,11 @@
   <line x1="372.0" y1="80" x2="372.0" y2="154" class="grid"/>
   <text x="372.0" y="169" text-anchor="middle" class="axis-label">800</text>
   <line x1="488.0" y1="80" x2="488.0" y2="154" class="grid"/>
-  <text x="488.0" y="169" text-anchor="middle" class="axis-label">1.2k</text>
+  <text x="488.0" y="169" text-anchor="middle" class="axis-label">1,200</text>
   <line x1="604.0" y1="80" x2="604.0" y2="154" class="grid"/>
-  <text x="604.0" y="169" text-anchor="middle" class="axis-label">1.6k</text>
+  <text x="604.0" y="169" text-anchor="middle" class="axis-label">1,600</text>
   <line x1="720.0" y1="80" x2="720.0" y2="154" class="grid"/>
-  <text x="720.0" y="169" text-anchor="middle" class="axis-label">2.0k</text>
+  <text x="720.0" y="169" text-anchor="middle" class="axis-label">2,000</text>
   <text x="430.0" y="184" text-anchor="middle" class="axis-label">MiB/s</text>
   <text x="130" y="121.0" text-anchor="end" class="label">GoogleMessage1</text>
   <rect x="140" y="80.0" width="278.8" height="22" rx="2" fill="#4C78A8"/>
diff --git a/benchmarks/charts/json-encode-log_record.svg b/benchmarks/charts/json-encode-log_record.svg
index c580246..82a16c5 100644
--- a/benchmarks/charts/json-encode-log_record.svg
+++ b/benchmarks/charts/json-encode-log_record.svg
@@ -23,11 +23,11 @@
   <line x1="372.0" y1="80" x2="372.0" y2="154" class="grid"/>
   <text x="372.0" y="169" text-anchor="middle" class="axis-label">800</text>
   <line x1="488.0" y1="80" x2="488.0" y2="154" class="grid"/>
-  <text x="488.0" y="169" text-anchor="middle" class="axis-label">1.2k</text>
+  <text x="488.0" y="169" text-anchor="middle" class="axis-label">1,200</text>
   <line x1="604.0" y1="80" x2="604.0" y2="154" class="grid"/>
-  <text x="604.0" y="169" text-anchor="middle" class="axis-label">1.6k</text>
+  <text x="604.0" y="169" text-anchor="middle" class="axis-label">1,600</text>
   <line x1="720.0" y1="80" x2="720.0" y2="154" class="grid"/>
-  <text x="720.0" y="169" text-anchor="middle" class="axis-label">2.0k</text>
+  <text x="720.0" y="169" text-anchor="middle" class="axis-label">2,000</text>
   <text x="430.0" y="184" text-anchor="middle" class="axis-label">MiB/s</text>
   <text x="130" y="121.0" text-anchor="end" class="label">LogRecord</text>
   <rect x="140" y="80.0" width="375.2" height="22" rx="2" fill="#4C78A8"/>
diff --git a/benchmarks/charts/json-encode-media_frame.svg b/benchmarks/charts/json-encode-media_frame.svg
index 164fc40..a96f115 100644
--- a/benchmarks/charts/json-encode-media_frame.svg
+++ b/benchmarks/charts/json-encode-media_frame.svg
@@ -23,11 +23,11 @@
   <line x1="372.0" y1="80" x2="372.0" y2="154" class="grid"/>
   <text x="372.0" y="169" text-anchor="middle" class="axis-label">800</text>
   <line x1="488.0" y1="80" x2="488.0" y2="154" class="grid"/>
-  <text x="488.0" y="169" text-anchor="middle" class="axis-label">1.2k</text>
+  <text x="488.0" y="169" text-anchor="middle" class="axis-label">1,200</text>
   <line x1="604.0" y1="80" x2="604.0" y2="154" class="grid"/>
-  <text x="604.0" y="169" text-anchor="middle" class="axis-label">1.6k</text>
+  <text x="604.0" y="169" text-anchor="middle" class="axis-label">1,600</text>
   <line x1="720.0" y1="80" x2="720.0" y2="154" class="grid"/>
-  <text x="720.0" y="169" text-anchor="middle" class="axis-label">2.0k</text>
+  <text x="720.0" y="169" text-anchor="middle" class="axis-label">2,000</text>
   <text x="430.0" y="184" text-anchor="middle" class="axis-label">MiB/s</text>
   <text x="130" y="121.0" text-anchor="end" class="label">MediaFrame</text>
   <rect x="140" y="80.0" width="412.6" height="22" rx="2" fill="#4C78A8"/>