diff --git a/circuits/benchmarks/README.md b/circuits/benchmarks/README.md
index ddd61292d..63c2f3562 100644
--- a/circuits/benchmarks/README.md
+++ b/circuits/benchmarks/README.md
@@ -19,6 +19,32 @@ From this directory:
 
 Options and secure-only **config** circuit behavior are documented in the script and `config.json`.
 
+### What gets stored (secure / insecure)
+
+A full `./run_benchmarks.sh --mode <mode>` run writes:
+
+- `results_<mode>/raw/*.json` — Nargo timing + artifact sizes (source for the **Circuit Benchmarks**
+  table)
+- `results_<mode>/crisp_verify_gas.json` — verify gas, calldata gas, artifact sizes, and
+  **`integration_summary`** from `test_trbfv_actor` when gas extraction succeeds
+- `results_<mode>/integration_summary.json` — snapshot of `.integration_summary` (phase timings,
+  folded proofs, **multithread / operation_timings** after a fresh integration export)
+- `results_<mode>/report.md` — rendered summary of all of the above
+
+### Regenerate `report.md` only (no integration re-run)
+
+From this directory, after you already have `raw/` + `crisp_verify_gas.json`:
+
+```bash
+./regenerate_report.sh
+./regenerate_report.sh --mode insecure
+```
+
+`crisp_verify_gas.json` embeds the integration timings; if you also keep `integration_summary.json`
+in the same folder, the script passes it explicitly (useful when gas JSON is missing a field but the
+snapshot is complete). `regenerate_report.sh` itself does not re-run `test_trbfv_actor`; it renders
+from `results_<mode>/raw`, `crisp_verify_gas.json`, and (optionally) `integration_summary.json`.
+
 ## Refresh after parameter changes
 
 If you change circuit/config parameter sets, rerun the full benchmark + gas extraction flow.
@@ -43,6 +69,30 @@ pnpm -C examples/CRISP/packages/crisp-sdk build
   --gas-json "./circuits/benchmarks/results_insecure/crisp_verify_gas.json"
 ```
 
+If Π_DKG / Π_dec **verify gas** is `N/A` because `crisp_verify_gas.json` came from a failed extract,
+but your integration summary still has `folded_artifacts`, replay only the Hardhat `estimateGas`
+step and merge **dkg** / **dec** into the gas file (no Rust re-run):
+
+```bash
+# For secure folded proofs, align Solidity verifiers first (--build may take a while).
+./circuits/benchmarks/scripts/replay_folded_verify_gas.sh \
+  --summary "/tmp/summary_secure.json" \
+  --gas-json "./circuits/benchmarks/results_secure/crisp_verify_gas.json" \
+  --build secure-8192
+```
+
+If `crisp_verify_gas.json` has `integration_summary: null` but you still have the JSON written by
+`BENCHMARK_SUMMARY_OUTPUT` from a successful `test_trbfv_actor` run (e.g.
+`/tmp/summary_secure.json`), pass it so phase timings and folded sizes match that run:
+
+```bash
+./circuits/benchmarks/scripts/generate_report.sh \
+  --input-dir "./circuits/benchmarks/results_secure/raw" \
+  --output "./circuits/benchmarks/results_secure/report.md" \
+  --gas-json "./circuits/benchmarks/results_secure/crisp_verify_gas.json" \
+  --integration-summary "/tmp/summary_secure.json"
+```
+
 For secure mode, use `--mode secure` and replace `results_insecure` with `results_secure`.
 
 ## Reported protocol tables
@@ -53,6 +103,10 @@ For secure mode, use `--mode secure` and replace `results_insecure` with `result
   `C4b`, `C5`, `user-data-encryption`, `C6`, `C7`.
 - `Artifacts` for `Π_DKG`, `Π_user`, `Π_dec` with proof/public-input sizes and gas columns.
 - `Role / Phase / Activity` for P1..P4 operational cost summaries.
+- When `integration_summary` is present, the report also includes:
+  - an `Integration test` section (end-to-end phase wall-clock timings)
+  - a `Thread pool` section (Rayon threads / cores)
+  - `CPU-bound operation timings` (tracked in-process averages/totals)
 
 ## Derivation rules
 
diff --git a/circuits/benchmarks/config.json b/circuits/benchmarks/config.json
index 7b1371cac..6bedcf83f 100644
--- a/circuits/benchmarks/config.json
+++ b/circuits/benchmarks/config.json
@@ -6,7 +6,6 @@
     "dkg/e_sm_share_computation",
     "dkg/share_encryption",
     "dkg/share_decryption",
-    "threshold/user_data_encryption",
     "threshold/user_data_encryption_ct0",
     "threshold/user_data_encryption_ct1",
     "threshold/pk_generation",
diff --git a/circuits/benchmarks/regenerate_report.sh b/circuits/benchmarks/regenerate_report.sh
new file mode 100755
index 000000000..af620a42f
--- /dev/null
+++ b/circuits/benchmarks/regenerate_report.sh
@@ -0,0 +1,3 @@
+#!/bin/bash
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+exec "${SCRIPT_DIR}/scripts/regenerate_report.sh" "$@"
diff --git a/circuits/benchmarks/results_insecure/crisp_verify_gas.json b/circuits/benchmarks/results_insecure/crisp_verify_gas.json
index 6169159ee..d22685ed9 100644
--- a/circuits/benchmarks/results_insecure/crisp_verify_gas.json
+++ b/circuits/benchmarks/results_insecure/crisp_verify_gas.json
@@ -1,10 +1,79 @@
 {
   "verify_gas": {
-    "dkg": 3037849,
-    "user": 2972953,
-    "dec": 3549211
+    "dkg": 3037922,
+    "user": 2973073,
+    "dec": 3549077
+  },
+  "source": "folded_proof_export_plus_crisp_verify_test",
+  "artifact_sizes_bytes": {
+    "dkg": {
+      "proof": 10944,
+      "public_inputs": 416
+    },
+    "dec": {
+      "proof": 10944,
+      "public_inputs": 3488
+    }
+  },
+  "calldata_gas": {
+    "dkg": {
+      "proof": 170112,
+      "public_inputs": 5504,
+      "total": 175616
+    },
+    "dec": {
+      "proof": 170100,
+      "public_inputs": 16664,
+      "total": 186764
+    }
+  },
+  "integration_summary": {
+    "integration_test": "test_trbfv_actor",
+    "multithread": { "rayon_threads": 13, "max_simultaneous_rayon_tasks": 1, "cores_available": 14 },
+    "operation_timings": [
+      { "name": "CalculateDecryptionKey", "avg_seconds": 0.109839375, "runs": 3, "total_seconds": 0.329518125 },
+      { "name": "CalculateDecryptionShare", "avg_seconds": 0.613667722, "runs": 3, "total_seconds": 1.841003167 },
+      { "name": "CalculateThresholdDecryption", "avg_seconds": 0.567017042, "runs": 1, "total_seconds": 0.567017042 },
+      { "name": "GenEsiSss", "avg_seconds": 0.12360793, "runs": 3, "total_seconds": 0.370823791 },
+      { "name": "GenPkShareAndSkSss", "avg_seconds": 0.224165903, "runs": 3, "total_seconds": 0.672497709 },
+      { "name": "ZkDecryptedSharesAggregation", "avg_seconds": 8.543418416, "runs": 1, "total_seconds": 8.543418416 },
+      { "name": "ZkDecryptionAggregation", "avg_seconds": 49.652658458, "runs": 1, "total_seconds": 49.652658458 },
+      { "name": "ZkDkgAggregation", "avg_seconds": 20.662634083, "runs": 1, "total_seconds": 20.662634083 },
+      { "name": "ZkDkgShareDecryption", "avg_seconds": 1.446775729, "runs": 6, "total_seconds": 8.680654376 },
+      { "name": "ZkNodeDkgFold", "avg_seconds": 78.077101958, "runs": 3, "total_seconds": 234.231305875 },
+      { "name": "ZkPkAggregation", "avg_seconds": 2.185247625, "runs": 1, "total_seconds": 2.185247625 },
+      { "name": "ZkPkBfv", "avg_seconds": 0.330690194, "runs": 3, "total_seconds": 0.992070583 },
+      { "name": "ZkPkGeneration", "avg_seconds": 1.336457333, "runs": 3, "total_seconds": 4.009372 },
+      { "name": "ZkShareComputation", "avg_seconds": 2.652245451, "runs": 6, "total_seconds": 15.91347271 },
+      { "name": "ZkShareEncryption", "avg_seconds": 2.472213376, "runs": 36, "total_seconds": 88.999681541 },
+      { "name": "ZkThresholdShareDecryption", "avg_seconds": 6.197666847, "runs": 3, "total_seconds": 18.593000542 },
+      { "name": "ZkVerifyShareDecryptionProofs", "avg_seconds": 0.098564625, "runs": 3, "total_seconds": 0.295693875 },
+      { "name": "ZkVerifyShareProofs", "avg_seconds": 0.216449474, "runs": 5, "total_seconds": 1.082247373 }
+    ],
+    "operation_timings_total_seconds": 457.622317291,
+    "timings_seconds": [
+      { "label": "Starting trbfv actor test", "seconds": 0e-9 },
+      { "label": "Setup completed", "seconds": 2.979362292 },
+      { "label": "Committee Setup Completed", "seconds": 20.254983625 },
+      { "label": "Committee Finalization Complete", "seconds": 0.006196209 },
+      { "label": "ThresholdShares -> PublicKeyAggregated", "seconds": 379.382091875 },
+      { "label": "E3Request -> PublicKeyAggregated", "seconds": 381.9183135 },
+      { "label": "Application CT Gen", "seconds": 0.3119425 },
+      { "label": "Running FHE Application", "seconds": 0.003318833 },
+      { "label": "Ciphertext published -> PlaintextAggregated", "seconds": 80.313326166 },
+      { "label": "Entire Test", "seconds": 485.793576792 }
+    ],
+    "folded_artifacts": {
+      "dkg_aggregator": {
+        "proof_hex": 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+        "public_inputs_hex": "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"
+      },
+      "decryption_aggregator": {
+        "proof_hex": 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+        "public_inputs_hex": "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+      }
+    }
   },
-  "source": "crisp_verify_test",
   "test_exit_code": {
     "crisp": 0,
     "folded_export": 0,
diff --git a/circuits/benchmarks/results_insecure/integration_summary.json b/circuits/benchmarks/results_insecure/integration_summary.json
new file mode 100644
index 000000000..965a14e31
--- /dev/null
+++ b/circuits/benchmarks/results_insecure/integration_summary.json
@@ -0,0 +1,171 @@
+{
+  "integration_test": "test_trbfv_actor",
+  "multithread": {
+    "rayon_threads": 13,
+    "max_simultaneous_rayon_tasks": 1,
+    "cores_available": 14
+  },
+  "operation_timings": [
+    {
+      "name": "CalculateDecryptionKey",
+      "avg_seconds": 0.109839375,
+      "runs": 3,
+      "total_seconds": 0.329518125
+    },
+    {
+      "name": "CalculateDecryptionShare",
+      "avg_seconds": 0.613667722,
+      "runs": 3,
+      "total_seconds": 1.841003167
+    },
+    {
+      "name": "CalculateThresholdDecryption",
+      "avg_seconds": 0.567017042,
+      "runs": 1,
+      "total_seconds": 0.567017042
+    },
+    {
+      "name": "GenEsiSss",
+      "avg_seconds": 0.12360793,
+      "runs": 3,
+      "total_seconds": 0.370823791
+    },
+    {
+      "name": "GenPkShareAndSkSss",
+      "avg_seconds": 0.224165903,
+      "runs": 3,
+      "total_seconds": 0.672497709
+    },
+    {
+      "name": "ZkDecryptedSharesAggregation",
+      "avg_seconds": 8.543418416,
+      "runs": 1,
+      "total_seconds": 8.543418416
+    },
+    {
+      "name": "ZkDecryptionAggregation",
+      "avg_seconds": 49.652658458,
+      "runs": 1,
+      "total_seconds": 49.652658458
+    },
+    {
+      "name": "ZkDkgAggregation",
+      "avg_seconds": 20.662634083,
+      "runs": 1,
+      "total_seconds": 20.662634083
+    },
+    {
+      "name": "ZkDkgShareDecryption",
+      "avg_seconds": 1.446775729,
+      "runs": 6,
+      "total_seconds": 8.680654376
+    },
+    {
+      "name": "ZkNodeDkgFold",
+      "avg_seconds": 78.077101958,
+      "runs": 3,
+      "total_seconds": 234.231305875
+    },
+    {
+      "name": "ZkPkAggregation",
+      "avg_seconds": 2.185247625,
+      "runs": 1,
+      "total_seconds": 2.185247625
+    },
+    {
+      "name": "ZkPkBfv",
+      "avg_seconds": 0.330690194,
+      "runs": 3,
+      "total_seconds": 0.992070583
+    },
+    {
+      "name": "ZkPkGeneration",
+      "avg_seconds": 1.336457333,
+      "runs": 3,
+      "total_seconds": 4.009372
+    },
+    {
+      "name": "ZkShareComputation",
+      "avg_seconds": 2.652245451,
+      "runs": 6,
+      "total_seconds": 15.91347271
+    },
+    {
+      "name": "ZkShareEncryption",
+      "avg_seconds": 2.472213376,
+      "runs": 36,
+      "total_seconds": 88.999681541
+    },
+    {
+      "name": "ZkThresholdShareDecryption",
+      "avg_seconds": 6.197666847,
+      "runs": 3,
+      "total_seconds": 18.593000542
+    },
+    {
+      "name": "ZkVerifyShareDecryptionProofs",
+      "avg_seconds": 0.098564625,
+      "runs": 3,
+      "total_seconds": 0.295693875
+    },
+    {
+      "name": "ZkVerifyShareProofs",
+      "avg_seconds": 0.216449474,
+      "runs": 5,
+      "total_seconds": 1.082247373
+    }
+  ],
+  "operation_timings_total_seconds": 457.622317291,
+  "timings_seconds": [
+    {
+      "label": "Starting trbfv actor test",
+      "seconds": 0e-9
+    },
+    {
+      "label": "Setup completed",
+      "seconds": 2.979362292
+    },
+    {
+      "label": "Committee Setup Completed",
+      "seconds": 20.254983625
+    },
+    {
+      "label": "Committee Finalization Complete",
+      "seconds": 0.006196209
+    },
+    {
+      "label": "ThresholdShares -> PublicKeyAggregated",
+      "seconds": 379.382091875
+    },
+    {
+      "label": "E3Request -> PublicKeyAggregated",
+      "seconds": 381.9183135
+    },
+    {
+      "label": "Application CT Gen",
+      "seconds": 0.3119425
+    },
+    {
+      "label": "Running FHE Application",
+      "seconds": 0.003318833
+    },
+    {
+      "label": "Ciphertext published -> PlaintextAggregated",
+      "seconds": 80.313326166
+    },
+    {
+      "label": "Entire Test",
+      "seconds": 485.793576792
+    }
+  ],
+  "folded_artifacts": {
+    "dkg_aggregator": {
+      "proof_hex": 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+      "public_inputs_hex": "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"
+    },
+    "decryption_aggregator": {
+      "proof_hex": 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+      "public_inputs_hex": "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+    }
+  }
+}
diff --git a/circuits/benchmarks/results_insecure/report.md b/circuits/benchmarks/results_insecure/report.md
index acdf68b6c..86fb40d6b 100644
--- a/circuits/benchmarks/results_insecure/report.md
+++ b/circuits/benchmarks/results_insecure/report.md
@@ -1,9 +1,11 @@
 # Enclave ZK Circuit Benchmarks
 
-**Generated:** 2026-04-27 10:35:23 UTC
+**Generated:** 2026-04-29 10:02:54 UTC
 
-**Git Branch:** `main`  
-**Git Commit:** `e651f30205117e83a9cc48ac44664d434466724d`
+**Git Branch:** `feat/benches`  
+**Git Commit:** `36c01c62b86e2527279842280337f2f4724d2487`
+
+**Committee Size:** `H=3`, `N=3`, `T=1`
 
 ---
 
@@ -13,36 +15,107 @@
 
 | Circuit              | Constraints | Prove time (s) | Verify time (ms) | Proof size (KB) |
 | -------------------- | ----------- | -------------- | ---------------- | --------------- |
-| C0                   | 6847        | 0.12           | 25.76            | 15.88           |
-| C1                   | 57818       | 0.33           | 26.00            | 15.88           |
-| C2a                  | 142625      | 0.77           | 26.58            | 15.88           |
-| C2b                  | 198355      | 0.86           | 26.30            | 15.88           |
-| C3a                  | 132633      | 0.79           | 25.93            | 15.88           |
-| C3b                  | 132633      | 0.79           | 25.93            | 15.88           |
-| C4a                  | 92515       | 0.49           | 25.95            | 15.88           |
-| C4b                  | 92515       | 0.49           | 25.95            | 15.88           |
-| C5                   | 151717      | 0.79           | 25.87            | 15.88           |
-| user_data_encryption | 53732       | 0.32           | 25.68            | 15.88           |
-| C6                   | 86927       | 0.52           | 26.68            | 15.88           |
-| C7                   | 104273      | 0.49           | 26.20            | 15.88           |
+| C0                   | 6847        | 0.12           | 24.97            | 15.88           |
+| C1                   | 57818       | 0.34           | 25.84            | 15.88           |
+| C2a                  | 142625      | 0.78           | 25.50            | 15.88           |
+| C2b                  | 198355      | 0.85           | 26.06            | 15.88           |
+| C3a                  | 132633      | 0.78           | 25.14            | 15.88           |
+| C3b                  | 132633      | 0.78           | 25.14            | 15.88           |
+| C4a                  | 92515       | 0.50           | 25.00            | 15.88           |
+| C4b                  | 92515       | 0.50           | 25.00            | 15.88           |
+| C5                   | 151717      | 0.79           | 26.28            | 15.88           |
+| user_data_encryption | 53732       | 0.33           | 24.58            | 15.88           |
+| C6                   | 86927       | 0.52           | 25.34            | 15.88           |
+| C7                   | 104273      | 0.49           | 25.42            | 15.88           |
 
 ### Artifacts
 
 | Artifact | Proof size | Public input size | Verify gas | Calldata gas | Total gas |
 | -------- | ---------- | ----------------- | ---------- | ------------ | --------- |
-| Π_DKG    | 15.88 KB   | 0.12 KB           | 3037849    | 179452       | 3217301   |
-| Π_user   | 31.75 KB   | 0.22 KB           | 2972953    | 340140       | 3313093   |
-| Π_dec    | 15.88 KB   | 3.25 KB           | 3549211    | 188232       | 3737443   |
+| Π_DKG    | 10.69 KB   | 0.41 KB           | 3037922    | 175616       | 3213538   |
+| Π_user   | 15.88 KB   | 0.12 KB           | 2973073    | 170272       | 3143345   |
+| Π_dec    | 10.69 KB   | 3.41 KB           | 3549077    | 186764       | 3735841   |
 
 ### Role / Phase / Activity
 
 | Role            | Phase | Activity                         | Prove time | Proof size | Bandwidth |
 | --------------- | ----- | -------------------------------- | ---------- | ---------- | --------- |
-| Each ciphernode | P1    | one-time DKG participation       | 3.37 s     | 95.25 KB   | 96.12 KB  |
-| Aggregator      | P2    | combine folds + C5               | 0.79 s     | 15.88 KB   | 16.00 KB  |
-| User            | P3    | per user input                   | 0.64 s     | 31.75 KB   | 31.97 KB  |
+| Each ciphernode | P1    | one-time DKG participation       | 379.38 s   | 127.00 KB  | 128.19 KB |
+| Aggregator      | P2    | combine folds + C5               | 0.79 s     | 10.69 KB   | 11.09 KB  |
+| User            | P3    | per user input                   | 0.65 s     | 15.88 KB   | 16.00 KB  |
 | Each ciphernode | P4    | per computation output (C6)      | 0.52 s     | 15.88 KB   | 16.00 KB  |
-| Aggregator      | P4    | per computation output (C7+fold) | 0.49 s     | 15.88 KB   | 19.12 KB  |
+| Aggregator      | P4    | per computation output (C7+fold) | 80.31 s    | 10.69 KB   | 14.09 KB  |
+
+## Integration test (`test_trbfv_actor`)
+
+### End-to-end phase timings (wall clock)
+
+| Phase                                       | Duration (s) |
+| ------------------------------------------- | ------------ |
+| Starting trbfv actor test                   | 0.00         |
+| Setup completed                             | 2.98         |
+| Committee Setup Completed                   | 20.25        |
+| Committee Finalization Complete             | 0.01         |
+| ThresholdShares -> PublicKeyAggregated      | 379.38       |
+| E3Request -> PublicKeyAggregated            | 381.92       |
+| Application CT Gen                          | 0.31         |
+| Running FHE Application                     | 0.00         |
+| Ciphertext published -> PlaintextAggregated | 80.31        |
+| Entire Test                                 | 485.79       |
+
+### Thread pool (same process as integration test)
+
+| Setting                      | Value |
+| ---------------------------- | ----- |
+| Rayon threads                | 13    |
+| Max simultaneous Rayon tasks | 1     |
+| Cores available              | 14    |
+
+### CPU-bound operation timings (tracked in-process)
+
+| Name                          | Avg (s) | Runs | Total (s) |
+| ----------------------------- | ------- | ---- | --------- |
+| CalculateDecryptionKey        | 0.11    | 3    | 0.33      |
+| CalculateDecryptionShare      | 0.61    | 3    | 1.84      |
+| CalculateThresholdDecryption  | 0.57    | 1    | 0.57      |
+| GenEsiSss                     | 0.12    | 3    | 0.37      |
+| GenPkShareAndSkSss            | 0.22    | 3    | 0.67      |
+| ZkDecryptedSharesAggregation  | 8.54    | 1    | 8.54      |
+| ZkDecryptionAggregation       | 49.65   | 1    | 49.65     |
+| ZkDkgAggregation              | 20.66   | 1    | 20.66     |
+| ZkDkgShareDecryption          | 1.45    | 6    | 8.68      |
+| ZkNodeDkgFold                 | 78.08   | 3    | 234.23    |
+| ZkPkAggregation               | 2.19    | 1    | 2.19      |
+| ZkPkBfv                       | 0.33    | 3    | 0.99      |
+| ZkPkGeneration                | 1.34    | 3    | 4.01      |
+| ZkShareComputation            | 2.65    | 6    | 15.91     |
+| ZkShareEncryption             | 2.47    | 36   | 89.00     |
+| ZkThresholdShareDecryption    | 6.20    | 3    | 18.59     |
+| ZkVerifyShareDecryptionProofs | 0.10    | 3    | 0.30      |
+| ZkVerifyShareProofs           | 0.22    | 5    | 1.08      |
+
+Sum of tracked operation wall time: **457.62 s** (often much larger than end-to-end wall clock
+because work runs in parallel).
+
+## Raw circuit benchmark JSON (Nargo)
+
+Source files for the **Circuit Benchmarks** table. Persist this directory with
+`crisp_verify_gas.json` (and optional `integration_summary.json`) to regenerate the report without
+re-running the integration test.
+
+| File                                                  |
+| ----------------------------------------------------- |
+| `dkg_e_sm_share_computation_default.json`             |
+| `dkg_pk_default.json`                                 |
+| `dkg_share_decryption_default.json`                   |
+| `dkg_share_encryption_default.json`                   |
+| `dkg_sk_share_computation_default.json`               |
+| `threshold_decrypted_shares_aggregation_default.json` |
+| `threshold_pk_aggregation_default.json`               |
+| `threshold_pk_generation_default.json`                |
+| `threshold_share_decryption_default.json`             |
+| `threshold_user_data_encryption_ct0_default.json`     |
+| `threshold_user_data_encryption_ct1_default.json`     |
 
 ## System Information
 
@@ -60,3 +133,8 @@
   1.0.0-beta.16+2d46fca7203545cbbfb31a0d0328de6c10a8db95 (git version hash:
   2d46fca7203545cbbfb31a0d0328de6c10a8db95, is dirty: false)
 - **Barretenberg Version:** 3.0.0-nightly.20260102
+
+## Notes
+
+- All nodes are executed on the same machine in this benchmark run, so inter-node network latency is
+  effectively 0.
diff --git a/circuits/benchmarks/results_secure/crisp_verify_gas.json b/circuits/benchmarks/results_secure/crisp_verify_gas.json
index 3d47aaccf..cf6816e9d 100644
--- a/circuits/benchmarks/results_secure/crisp_verify_gas.json
+++ b/circuits/benchmarks/results_secure/crisp_verify_gas.json
@@ -1,13 +1,82 @@
 {
   "verify_gas": {
-    "dkg": 3037824,
-    "user": 2972929,
-    "dec": 3549028
+    "dkg": 3037922,
+    "user": 2972869,
+    "dec": 3549077
+  },
+  "source": "folded_proof_export_plus_crisp_verify_test",
+  "artifact_sizes_bytes": {
+    "dkg": {
+      "proof": 10944,
+      "public_inputs": 416
+    },
+    "dec": {
+      "proof": 10944,
+      "public_inputs": 3488
+    }
+  },
+  "calldata_gas": {
+    "dkg": {
+      "proof": 170028,
+      "public_inputs": 5528,
+      "total": 175556
+    },
+    "dec": {
+      "proof": 170088,
+      "public_inputs": 16676,
+      "total": 186764
+    }
+  },
+  "integration_summary": {
+    "integration_test": "test_trbfv_actor",
+    "multithread": { "rayon_threads": 13, "max_simultaneous_rayon_tasks": 1, "cores_available": 14 },
+    "operation_timings": [
+      { "name": "CalculateDecryptionKey", "avg_seconds": 0.599410291, "runs": 3, "total_seconds": 1.798230875 },
+      { "name": "CalculateDecryptionShare", "avg_seconds": 2.123328597, "runs": 3, "total_seconds": 6.369985792 },
+      { "name": "CalculateThresholdDecryption", "avg_seconds": 1.93815725, "runs": 1, "total_seconds": 1.93815725 },
+      { "name": "GenEsiSss", "avg_seconds": 0.755760708, "runs": 3, "total_seconds": 2.267282126 },
+      { "name": "GenPkShareAndSkSss", "avg_seconds": 1.230714874, "runs": 3, "total_seconds": 3.692144624 },
+      { "name": "ZkDecryptedSharesAggregation", "avg_seconds": 18.895682083, "runs": 1, "total_seconds": 18.895682083 },
+      { "name": "ZkDecryptionAggregation", "avg_seconds": 48.057542125, "runs": 1, "total_seconds": 48.057542125 },
+      { "name": "ZkDkgAggregation", "avg_seconds": 20.904339167, "runs": 1, "total_seconds": 20.904339167 },
+      { "name": "ZkDkgShareDecryption", "avg_seconds": 30.160204763, "runs": 6, "total_seconds": 180.961228582 },
+      { "name": "ZkNodeDkgFold", "avg_seconds": 102.337581166, "runs": 3, "total_seconds": 307.0127435 },
+      { "name": "ZkPkAggregation", "avg_seconds": 49.016015041, "runs": 1, "total_seconds": 49.016015041 },
+      { "name": "ZkPkBfv", "avg_seconds": 3.839788277, "runs": 3, "total_seconds": 11.519364833 },
+      { "name": "ZkPkGeneration", "avg_seconds": 65.134843083, "runs": 3, "total_seconds": 195.40452925 },
+      { "name": "ZkShareComputation", "avg_seconds": 52.426543555, "runs": 6, "total_seconds": 314.559261334 },
+      { "name": "ZkShareEncryption", "avg_seconds": 112.963847905, "runs": 54, "total_seconds": 6100.047786911 },
+      { "name": "ZkThresholdShareDecryption", "avg_seconds": 244.367978902, "runs": 3, "total_seconds": 733.103936707 },
+      { "name": "ZkVerifyShareDecryptionProofs", "avg_seconds": 0.092927916, "runs": 3, "total_seconds": 0.27878375 },
+      { "name": "ZkVerifyShareProofs", "avg_seconds": 0.266464458, "runs": 5, "total_seconds": 1.332322292 }
+    ],
+    "operation_timings_total_seconds": 7997.159336242,
+    "timings_seconds": [
+      { "label": "Starting trbfv actor test", "seconds": 0e-9 },
+      { "label": "Setup completed", "seconds": 3.274390084 },
+      { "label": "Committee Setup Completed", "seconds": 20.259594916 },
+      { "label": "Committee Finalization Complete", "seconds": 0.005869333 },
+      { "label": "ThresholdShares -> PublicKeyAggregated", "seconds": 7204.022842209 },
+      { "label": "E3Request -> PublicKeyAggregated", "seconds": 7211.068496417 },
+      { "label": "Application CT Gen", "seconds": 7.746761542 },
+      { "label": "Running FHE Application", "seconds": 0.088362083 },
+      { "label": "Ciphertext published -> PlaintextAggregated", "seconds": 814.168040875 },
+      { "label": "Entire Test", "seconds": 8056.619484583 }
+    ],
+    "folded_artifacts": {
+      "dkg_aggregator": {
+        "proof_hex": 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+        "public_inputs_hex": "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"
+      },
+      "decryption_aggregator": {
+        "proof_hex": 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+        "public_inputs_hex": "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+      }
+    }
   },
-  "source": "crisp_verify_test",
   "test_exit_code": {
     "crisp": 0,
     "folded_export": 0,
-    "enclave_contracts": 0
+    "enclave_contracts": 1
   }
 }
diff --git a/circuits/benchmarks/results_secure/integration_summary.json b/circuits/benchmarks/results_secure/integration_summary.json
new file mode 100644
index 000000000..c0ad6e144
--- /dev/null
+++ b/circuits/benchmarks/results_secure/integration_summary.json
@@ -0,0 +1,171 @@
+{
+  "integration_test": "test_trbfv_actor",
+  "multithread": {
+    "rayon_threads": 13,
+    "max_simultaneous_rayon_tasks": 1,
+    "cores_available": 14
+  },
+  "operation_timings": [
+    {
+      "name": "CalculateDecryptionKey",
+      "avg_seconds": 0.599410291,
+      "runs": 3,
+      "total_seconds": 1.798230875
+    },
+    {
+      "name": "CalculateDecryptionShare",
+      "avg_seconds": 2.123328597,
+      "runs": 3,
+      "total_seconds": 6.369985792
+    },
+    {
+      "name": "CalculateThresholdDecryption",
+      "avg_seconds": 1.93815725,
+      "runs": 1,
+      "total_seconds": 1.93815725
+    },
+    {
+      "name": "GenEsiSss",
+      "avg_seconds": 0.755760708,
+      "runs": 3,
+      "total_seconds": 2.267282126
+    },
+    {
+      "name": "GenPkShareAndSkSss",
+      "avg_seconds": 1.230714874,
+      "runs": 3,
+      "total_seconds": 3.692144624
+    },
+    {
+      "name": "ZkDecryptedSharesAggregation",
+      "avg_seconds": 18.895682083,
+      "runs": 1,
+      "total_seconds": 18.895682083
+    },
+    {
+      "name": "ZkDecryptionAggregation",
+      "avg_seconds": 48.057542125,
+      "runs": 1,
+      "total_seconds": 48.057542125
+    },
+    {
+      "name": "ZkDkgAggregation",
+      "avg_seconds": 20.904339167,
+      "runs": 1,
+      "total_seconds": 20.904339167
+    },
+    {
+      "name": "ZkDkgShareDecryption",
+      "avg_seconds": 30.160204763,
+      "runs": 6,
+      "total_seconds": 180.961228582
+    },
+    {
+      "name": "ZkNodeDkgFold",
+      "avg_seconds": 102.337581166,
+      "runs": 3,
+      "total_seconds": 307.0127435
+    },
+    {
+      "name": "ZkPkAggregation",
+      "avg_seconds": 49.016015041,
+      "runs": 1,
+      "total_seconds": 49.016015041
+    },
+    {
+      "name": "ZkPkBfv",
+      "avg_seconds": 3.839788277,
+      "runs": 3,
+      "total_seconds": 11.519364833
+    },
+    {
+      "name": "ZkPkGeneration",
+      "avg_seconds": 65.134843083,
+      "runs": 3,
+      "total_seconds": 195.40452925
+    },
+    {
+      "name": "ZkShareComputation",
+      "avg_seconds": 52.426543555,
+      "runs": 6,
+      "total_seconds": 314.559261334
+    },
+    {
+      "name": "ZkShareEncryption",
+      "avg_seconds": 112.963847905,
+      "runs": 54,
+      "total_seconds": 6100.047786911
+    },
+    {
+      "name": "ZkThresholdShareDecryption",
+      "avg_seconds": 244.367978902,
+      "runs": 3,
+      "total_seconds": 733.103936707
+    },
+    {
+      "name": "ZkVerifyShareDecryptionProofs",
+      "avg_seconds": 0.092927916,
+      "runs": 3,
+      "total_seconds": 0.27878375
+    },
+    {
+      "name": "ZkVerifyShareProofs",
+      "avg_seconds": 0.266464458,
+      "runs": 5,
+      "total_seconds": 1.332322292
+    }
+  ],
+  "operation_timings_total_seconds": 7997.159336242,
+  "timings_seconds": [
+    {
+      "label": "Starting trbfv actor test",
+      "seconds": 0e-9
+    },
+    {
+      "label": "Setup completed",
+      "seconds": 3.274390084
+    },
+    {
+      "label": "Committee Setup Completed",
+      "seconds": 20.259594916
+    },
+    {
+      "label": "Committee Finalization Complete",
+      "seconds": 0.005869333
+    },
+    {
+      "label": "ThresholdShares -> PublicKeyAggregated",
+      "seconds": 7204.022842209
+    },
+    {
+      "label": "E3Request -> PublicKeyAggregated",
+      "seconds": 7211.068496417
+    },
+    {
+      "label": "Application CT Gen",
+      "seconds": 7.746761542
+    },
+    {
+      "label": "Running FHE Application",
+      "seconds": 0.088362083
+    },
+    {
+      "label": "Ciphertext published -> PlaintextAggregated",
+      "seconds": 814.168040875
+    },
+    {
+      "label": "Entire Test",
+      "seconds": 8056.619484583
+    }
+  ],
+  "folded_artifacts": {
+    "dkg_aggregator": {
+      "proof_hex": 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+      "public_inputs_hex": "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"
+    },
+    "decryption_aggregator": {
+      "proof_hex": 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+      "public_inputs_hex": "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+    }
+  }
+}
diff --git a/circuits/benchmarks/results_secure/report.md b/circuits/benchmarks/results_secure/report.md
index c02a463ec..0f232b173 100644
--- a/circuits/benchmarks/results_secure/report.md
+++ b/circuits/benchmarks/results_secure/report.md
@@ -1,9 +1,11 @@
 # Enclave ZK Circuit Benchmarks
 
-**Generated:** 2026-04-27 12:41:40 UTC
+**Generated:** 2026-04-29 13:43:47 UTC
 
-**Git Branch:** `fix/configs-circuit`  
-**Git Commit:** `eca330d9a59f5433c443a2880bc82aeedac8681b`
+**Git Branch:** `feat/benches`  
+**Git Commit:** `36c01c62b86e2527279842280337f2f4724d2487`
+
+**Committee Size:** `H=3`, `N=3`, `T=1`
 
 ---
 
@@ -13,36 +15,108 @@
 
 | Circuit              | Constraints | Prove time (s) | Verify time (ms) | Proof size (KB) |
 | -------------------- | ----------- | -------------- | ---------------- | --------------- |
-| C0                   | 287764      | 1.60           | 26.29            | 15.88           |
-| C1                   | 2432074     | 10.37          | 30.21            | 15.88           |
-| C2a                  | 3879330     | 10.93          | 24.41            | 15.88           |
-| C2b                  | 5739750     | 19.84          | 25.13            | 15.88           |
-| C3a                  | 3764144     | 12.67          | 31.34            | 15.88           |
-| C3b                  | 3764144     | 12.67          | 31.34            | 15.88           |
-| C4a                  | 2564001     | 10.29          | 30.31            | 15.88           |
-| C4b                  | 2564001     | 10.29          | 30.31            | 15.88           |
-| C5                   | 4395328     | 19.30          | 29.97            | 15.88           |
-| user_data_encryption | 1678200     | 6.34           | 30.13            | 15.88           |
-| C6                   | 3001847     | 10.46          | 26.15            | 15.88           |
-| C7                   | 128310      | 0.53           | 25.75            | 15.88           |
+| C0                   | 287764      | 1.46           | 25.10            | 15.88           |
+| C1                   | 2432074     | 9.37           | 27.22            | 15.88           |
+| C2a                  | 3879330     | 10.95          | 26.13            | 15.88           |
+| C2b                  | 5739750     | 19.54          | 26.31            | 15.88           |
+| C3a                  | 3764144     | 11.16          | 27.82            | 15.88           |
+| C3b                  | 3764144     | 11.16          | 27.82            | 15.88           |
+| C4a                  | 2564001     | 9.30           | 27.21            | 15.88           |
+| C4b                  | 2564001     | 9.30           | 27.21            | 15.88           |
+| C5                   | 4395328     | 17.68          | 27.28            | 15.88           |
+| user_data_encryption | 1678200     | 5.81           | 25.70            | 15.88           |
+| C6                   | 3001847     | 10.47          | 27.29            | 15.88           |
+| C7                   | 128310      | 0.53           | 27.59            | 15.88           |
 
 ### Artifacts
 
 | Artifact | Proof size | Public input size | Verify gas | Calldata gas | Total gas |
 | -------- | ---------- | ----------------- | ---------- | ------------ | --------- |
-| Π_DKG    | 15.88 KB   | 0.12 KB           | 3037824    | 202192       | 3240016   |
-| Π_user   | 31.75 KB   | 0.22 KB           | 2972929    | 386136       | 3359065   |
-| Π_dec    | 15.88 KB   | 3.25 KB           | 3549028    | 188124       | 3737152   |
+| Π_DKG    | 10.69 KB   | 0.41 KB           | 3037922    | 175556       | 3213538   |
+| Π_user   | 15.88 KB   | 0.12 KB           | 2972869    | 193468       | 3166337   |
+| Π_dec    | 10.69 KB   | 3.41 KB           | 3549077    | 186764       | 3735841   |
 
 ### Role / Phase / Activity
 
 | Role            | Phase | Activity                         | Prove time | Proof size | Bandwidth |
 | --------------- | ----- | -------------------------------- | ---------- | ---------- | --------- |
-| Each ciphernode | P1    | one-time DKG participation       | 65.70 s    | 95.25 KB   | 96.41 KB  |
-| Aggregator      | P2    | combine folds + C5               | 19.30 s    | 15.88 KB   | 16.00 KB  |
-| User            | P3    | per user input                   | 12.14 s    | 31.75 KB   | 31.97 KB  |
-| Each ciphernode | P4    | per computation output (C6)      | 10.46 s    | 15.88 KB   | 16.00 KB  |
-| Aggregator      | P4    | per computation output (C7+fold) | 0.53 s     | 15.88 KB   | 19.12 KB  |
+| Each ciphernode | P1    | one-time DKG participation       | 7204.02 s  | 127.00 KB  | 128.56 KB |
+| Aggregator      | P2    | combine folds + C5               | 17.68 s    | 10.69 KB   | 11.09 KB  |
+| User            | P3    | per user input                   | 11.23 s    | 15.88 KB   | 16.00 KB  |
+| Each ciphernode | P4    | per computation output (C6)      | 10.47 s    | 15.88 KB   | 16.00 KB  |
+| Aggregator      | P4    | per computation output (C7+fold) | 814.17 s   | 10.69 KB   | 14.09 KB  |
+
+## Integration test (`test_trbfv_actor`)
+
+### End-to-end phase timings (wall clock)
+
+| Phase                                       | Duration (s) |
+| ------------------------------------------- | ------------ |
+| Starting trbfv actor test                   | 0.00         |
+| Setup completed                             | 3.27         |
+| Committee Setup Completed                   | 20.26        |
+| Committee Finalization Complete             | 0.01         |
+| ThresholdShares -> PublicKeyAggregated      | 7204.02      |
+| E3Request -> PublicKeyAggregated            | 7211.07      |
+| Application CT Gen                          | 7.75         |
+| Running FHE Application                     | 0.09         |
+| Ciphertext published -> PlaintextAggregated | 814.17       |
+| Entire Test                                 | 8056.62      |
+
+### Thread pool (same process as integration test)
+
+| Setting                      | Value |
+| ---------------------------- | ----- |
+| Rayon threads                | 13    |
+| Max simultaneous Rayon tasks | 1     |
+| Cores available              | 14    |
+
+### CPU-bound operation timings (tracked in-process)
+
+| Name                          | Avg (s) | Runs | Total (s) |
+| ----------------------------- | ------- | ---- | --------- |
+| CalculateDecryptionKey        | 0.60    | 3    | 1.80      |
+| CalculateDecryptionShare      | 2.12    | 3    | 6.37      |
+| CalculateThresholdDecryption  | 1.94    | 1    | 1.94      |
+| GenEsiSss                     | 0.76    | 3    | 2.27      |
+| GenPkShareAndSkSss            | 1.23    | 3    | 3.69      |
+| ZkDecryptedSharesAggregation  | 18.90   | 1    | 18.90     |
+| ZkDecryptionAggregation       | 48.06   | 1    | 48.06     |
+| ZkDkgAggregation              | 20.90   | 1    | 20.90     |
+| ZkDkgShareDecryption          | 30.16   | 6    | 180.96    |
+| ZkNodeDkgFold                 | 102.34  | 3    | 307.01    |
+| ZkPkAggregation               | 49.02   | 1    | 49.02     |
+| ZkPkBfv                       | 3.84    | 3    | 11.52     |
+| ZkPkGeneration                | 65.13   | 3    | 195.40    |
+| ZkShareComputation            | 52.43   | 6    | 314.56    |
+| ZkShareEncryption             | 112.96  | 54   | 6100.05   |
+| ZkThresholdShareDecryption    | 244.37  | 3    | 733.10    |
+| ZkVerifyShareDecryptionProofs | 0.09    | 3    | 0.28      |
+| ZkVerifyShareProofs           | 0.27    | 5    | 1.33      |
+
+Sum of tracked operation wall time: **7997.16 s** (often much larger than end-to-end wall clock
+because work runs in parallel).
+
+## Raw circuit benchmark JSON (Nargo)
+
+Source files for the **Circuit Benchmarks** table. Persist this directory with
+`crisp_verify_gas.json` (and optional `integration_summary.json`) to regenerate the report without
+re-running the integration test.
+
+| File                                                  |
+| ----------------------------------------------------- |
+| `config_default.json`                                 |
+| `dkg_e_sm_share_computation_default.json`             |
+| `dkg_pk_default.json`                                 |
+| `dkg_share_decryption_default.json`                   |
+| `dkg_share_encryption_default.json`                   |
+| `dkg_sk_share_computation_default.json`               |
+| `threshold_decrypted_shares_aggregation_default.json` |
+| `threshold_pk_aggregation_default.json`               |
+| `threshold_pk_generation_default.json`                |
+| `threshold_share_decryption_default.json`             |
+| `threshold_user_data_encryption_ct0_default.json`     |
+| `threshold_user_data_encryption_ct1_default.json`     |
 
 ## System Information
 
@@ -60,3 +134,8 @@
   1.0.0-beta.16+2d46fca7203545cbbfb31a0d0328de6c10a8db95 (git version hash:
   2d46fca7203545cbbfb31a0d0328de6c10a8db95, is dirty: false)
 - **Barretenberg Version:** 3.0.0-nightly.20260102
+
+## Notes
+
+- All nodes are executed on the same machine in this benchmark run, so inter-node network latency is
+  effectively 0.
diff --git a/circuits/benchmarks/scripts/extract_crisp_verify_gas.sh b/circuits/benchmarks/scripts/extract_crisp_verify_gas.sh
index bd4d34ee3..1ebf45847 100755
--- a/circuits/benchmarks/scripts/extract_crisp_verify_gas.sh
+++ b/circuits/benchmarks/scripts/extract_crisp_verify_gas.sh
@@ -1,11 +1,13 @@
 #!/bin/bash
 
 # extract_crisp_verify_gas.sh - Runs CRISP verifier test with gas reporter and emits JSON.
-# Usage: ./extract_crisp_verify_gas.sh --output <json_file>
+# Usage: ./extract_crisp_verify_gas.sh --output <json_file> [--mode insecure|secure] [--verbose]
 
 set -e
 
 OUTPUT_JSON=""
+MODE="insecure"
+VERBOSE=false
 
 while [[ $# -gt 0 ]]; do
     case $1 in
@@ -13,16 +15,28 @@ while [[ $# -gt 0 ]]; do
             OUTPUT_JSON="$2"
             shift 2
             ;;
+        --mode)
+            MODE="$2"
+            shift 2
+            ;;
+        --verbose|-v)
+            VERBOSE=true
+            shift
+            ;;
         *)
             echo "Unknown option: $1"
-            echo "Usage: $0 --output <json_file>"
+            echo "Usage: $0 --output <json_file> [--mode insecure|secure] [--verbose]"
             exit 1
             ;;
     esac
 done
 
 if [ -z "$OUTPUT_JSON" ]; then
-    echo "Usage: $0 --output <json_file>"
+    echo "Usage: $0 --output <json_file> [--mode insecure|secure] [--verbose]"
+    exit 1
+fi
+if [ "$MODE" != "insecure" ] && [ "$MODE" != "secure" ]; then
+    echo "Error: mode must be 'insecure' or 'secure'"
     exit 1
 fi
 
@@ -34,9 +48,10 @@ TMP_LOG_FOLDED="$(mktemp)"
 TMP_LOG_ENCLAVE="$(mktemp)"
 TMP_JSON_ENCLAVE="$(mktemp)"
 TMP_JSON_FOLDED="$(mktemp)"
+TMP_JSON_SUMMARY="$(mktemp)"
 
 cleanup_tmp_files() {
-    rm -f "$TMP_LOG_CRISP" "$TMP_LOG_FOLDED" "$TMP_LOG_ENCLAVE" "$TMP_JSON_ENCLAVE" "$TMP_JSON_FOLDED"
+    rm -f "$TMP_LOG_CRISP" "$TMP_LOG_FOLDED" "$TMP_LOG_ENCLAVE" "$TMP_JSON_ENCLAVE" "$TMP_JSON_FOLDED" "$TMP_JSON_SUMMARY"
 }
 trap cleanup_tmp_files EXIT
 
@@ -57,28 +72,49 @@ RAW_DIR="${OUTPUT_DIR}/raw"
 
 # Ensure recursive/noir VK variants exist for integration-based folded-proof export.
 # This populates target artifacts required by `test_trbfv_actor`.
-(
-  cd "$REPO_ROOT" && \
-  pnpm build:circuits --preset insecure-512 >/dev/null
-)
+if [ "$MODE" = "secure" ]; then
+    PRESET_NAME="secure-8192"
+else
+    PRESET_NAME="insecure-512"
+fi
+echo "  [gas] Preparing recursive verifier artifacts (build:circuits ${PRESET_NAME})..."
+if [ "$VERBOSE" = true ]; then
+    echo "  [gas] [verbose] Running: pnpm build:circuits --preset ${PRESET_NAME}"
+    (
+      cd "$REPO_ROOT" && \
+      pnpm build:circuits --preset "$PRESET_NAME"
+    )
+else
+    (
+      cd "$REPO_ROOT" && \
+      pnpm build:circuits --preset "$PRESET_NAME" >/dev/null
+    )
+fi
+echo "  [gas] Build artifacts ready."
 
 set +e
+echo "  [gas] Running CRISP verifier test for Pi_user gas..."
 (
   cd "$CRISP_CONTRACTS_DIR" && \
   pnpm hardhat test mocha --grep "should verify the proof correctly with the crisp verifier"
-) > "$TMP_LOG_CRISP" 2>&1
-CRISP_TEST_EXIT_CODE=$?
+) 2>&1 | tee "$TMP_LOG_CRISP"
+CRISP_TEST_EXIT_CODE=${PIPESTATUS[0]}
+echo "  [gas] CRISP test completed (exit=${CRISP_TEST_EXIT_CODE})."
+echo "  [gas] Running integration test (test_trbfv_actor) for folded proofs + timings..."
 (
   cd "$REPO_ROOT" && \
-  BENCHMARK_FOLDED_OUTPUT="$TMP_JSON_FOLDED" cargo test -p e3-tests test_trbfv_actor -- --nocapture
-) > "$TMP_LOG_FOLDED" 2>&1
-FOLDED_TEST_EXIT_CODE=$?
+  BENCHMARK_MODE="$MODE" BENCHMARK_FOLDED_OUTPUT="$TMP_JSON_FOLDED" BENCHMARK_SUMMARY_OUTPUT="$TMP_JSON_SUMMARY" cargo test -p e3-tests test_trbfv_actor -- --nocapture
+) 2>&1 | tee "$TMP_LOG_FOLDED"
+FOLDED_TEST_EXIT_CODE=${PIPESTATUS[0]}
+echo "  [gas] Integration export completed (exit=${FOLDED_TEST_EXIT_CODE})."
+echo "  [gas] Replaying folded artifacts on EVM verifiers for Pi_DKG/Pi_dec gas..."
 (
   cd "$ENCLAVE_CONTRACTS_DIR" && \
   BENCHMARK_RAW_DIR="$RAW_DIR" BENCHMARK_GAS_OUTPUT="$TMP_JSON_ENCLAVE" BENCHMARK_FOLDED_JSON="$TMP_JSON_FOLDED" \
   pnpm hardhat run scripts/benchmarkGasFromRaw.ts --network hardhat
-) > "$TMP_LOG_ENCLAVE" 2>&1
-ENCLAVE_TEST_EXIT_CODE=$?
+) 2>&1 | tee "$TMP_LOG_ENCLAVE"
+ENCLAVE_TEST_EXIT_CODE=${PIPESTATUS[0]}
+echo "  [gas] EVM replay completed (exit=${ENCLAVE_TEST_EXIT_CODE})."
 set -e
 
 parse_marker() {
@@ -99,13 +135,72 @@ if m:
 PY
 }
 
+hex_len_bytes() {
+    local hex="${1:-}"
+    python3 - "$hex" <<'PY'
+import sys
+h = sys.argv[1] or ""
+if h.startswith("0x"):
+    h = h[2:]
+if len(h) % 2 != 0:
+    print("")
+else:
+    print(len(h) // 2)
+PY
+}
+
+calldata_gas_from_hex() {
+    local hex="${1:-}"
+    python3 - "$hex" <<'PY'
+import sys
+h = sys.argv[1] or ""
+if h.startswith("0x"):
+    h = h[2:]
+if len(h) % 2 != 0:
+    print("")
+    raise SystemExit(0)
+gas = 0
+for i in range(0, len(h), 2):
+    b = h[i:i+2]
+    gas += 4 if b == "00" else 16
+print(gas)
+PY
+}
+
 USER_VERIFY_GAS=$(parse_marker "crisp_user_verify" "$TMP_LOG_CRISP")
 DKG_VERIFY_GAS=$(jq -r '.verify_gas.dkg // empty' "$TMP_JSON_ENCLAVE" 2>/dev/null || true)
 DEC_VERIFY_GAS=$(jq -r '.verify_gas.dec // empty' "$TMP_JSON_ENCLAVE" 2>/dev/null || true)
 
+DKG_PROOF_HEX=$(jq -r '.dkg_aggregator.proof_hex // empty' "$TMP_JSON_FOLDED" 2>/dev/null || true)
+DKG_PUBLIC_HEX=$(jq -r '.dkg_aggregator.public_inputs_hex // empty' "$TMP_JSON_FOLDED" 2>/dev/null || true)
+DEC_PROOF_HEX=$(jq -r '.decryption_aggregator.proof_hex // empty' "$TMP_JSON_FOLDED" 2>/dev/null || true)
+DEC_PUBLIC_HEX=$(jq -r '.decryption_aggregator.public_inputs_hex // empty' "$TMP_JSON_FOLDED" 2>/dev/null || true)
+
+DKG_PROOF_SIZE_BYTES=$(hex_len_bytes "$DKG_PROOF_HEX")
+DKG_PUBLIC_SIZE_BYTES=$(hex_len_bytes "$DKG_PUBLIC_HEX")
+DEC_PROOF_SIZE_BYTES=$(hex_len_bytes "$DEC_PROOF_HEX")
+DEC_PUBLIC_SIZE_BYTES=$(hex_len_bytes "$DEC_PUBLIC_HEX")
+
+DKG_PROOF_CALLDATA_GAS=$(calldata_gas_from_hex "$DKG_PROOF_HEX")
+DKG_PUBLIC_CALLDATA_GAS=$(calldata_gas_from_hex "$DKG_PUBLIC_HEX")
+DEC_PROOF_CALLDATA_GAS=$(calldata_gas_from_hex "$DEC_PROOF_HEX")
+DEC_PUBLIC_CALLDATA_GAS=$(calldata_gas_from_hex "$DEC_PUBLIC_HEX")
+
 [ -z "$USER_VERIFY_GAS" ] && USER_VERIFY_GAS="null"
 [ -z "$DKG_VERIFY_GAS" ] && DKG_VERIFY_GAS="null"
 [ -z "$DEC_VERIFY_GAS" ] && DEC_VERIFY_GAS="null"
+[ -z "$DKG_PROOF_SIZE_BYTES" ] && DKG_PROOF_SIZE_BYTES="null"
+[ -z "$DKG_PUBLIC_SIZE_BYTES" ] && DKG_PUBLIC_SIZE_BYTES="null"
+[ -z "$DEC_PROOF_SIZE_BYTES" ] && DEC_PROOF_SIZE_BYTES="null"
+[ -z "$DEC_PUBLIC_SIZE_BYTES" ] && DEC_PUBLIC_SIZE_BYTES="null"
+[ -z "$DKG_PROOF_CALLDATA_GAS" ] && DKG_PROOF_CALLDATA_GAS="null"
+[ -z "$DKG_PUBLIC_CALLDATA_GAS" ] && DKG_PUBLIC_CALLDATA_GAS="null"
+[ -z "$DEC_PROOF_CALLDATA_GAS" ] && DEC_PROOF_CALLDATA_GAS="null"
+[ -z "$DEC_PUBLIC_CALLDATA_GAS" ] && DEC_PUBLIC_CALLDATA_GAS="null"
+INTEGRATION_SUMMARY_JSON=$(jq -c . "$TMP_JSON_SUMMARY" 2>/dev/null || true)
+if [ -z "$INTEGRATION_SUMMARY_JSON" ] || ! printf '%s' "$INTEGRATION_SUMMARY_JSON" | jq -e . >/dev/null 2>&1; then
+    INTEGRATION_SUMMARY_JSON="null"
+fi
 
 cat > "$OUTPUT_JSON" <<EOF
 {
@@ -115,6 +210,41 @@ cat > "$OUTPUT_JSON" <<EOF
     "dec": ${DEC_VERIFY_GAS}
   },
   "source": "folded_proof_export_plus_crisp_verify_test",
+  "artifact_sizes_bytes": {
+    "dkg": {
+      "proof": ${DKG_PROOF_SIZE_BYTES},
+      "public_inputs": ${DKG_PUBLIC_SIZE_BYTES}
+    },
+    "dec": {
+      "proof": ${DEC_PROOF_SIZE_BYTES},
+      "public_inputs": ${DEC_PUBLIC_SIZE_BYTES}
+    }
+  },
+  "calldata_gas": {
+    "dkg": {
+      "proof": ${DKG_PROOF_CALLDATA_GAS},
+      "public_inputs": ${DKG_PUBLIC_CALLDATA_GAS},
+      "total": $(
+        if [ "$DKG_PROOF_CALLDATA_GAS" = "null" ] || [ "$DKG_PUBLIC_CALLDATA_GAS" = "null" ]; then
+            echo "null"
+        else
+            echo $((DKG_PROOF_CALLDATA_GAS + DKG_PUBLIC_CALLDATA_GAS))
+        fi
+      )
+    },
+    "dec": {
+      "proof": ${DEC_PROOF_CALLDATA_GAS},
+      "public_inputs": ${DEC_PUBLIC_CALLDATA_GAS},
+      "total": $(
+        if [ "$DEC_PROOF_CALLDATA_GAS" = "null" ] || [ "$DEC_PUBLIC_CALLDATA_GAS" = "null" ]; then
+            echo "null"
+        else
+            echo $((DEC_PROOF_CALLDATA_GAS + DEC_PUBLIC_CALLDATA_GAS))
+        fi
+      )
+    }
+  },
+  "integration_summary": ${INTEGRATION_SUMMARY_JSON},
   "test_exit_code": {
     "crisp": ${CRISP_TEST_EXIT_CODE},
     "folded_export": ${FOLDED_TEST_EXIT_CODE},
@@ -122,3 +252,4 @@ cat > "$OUTPUT_JSON" <<EOF
   }
 }
 EOF
+echo "  [gas] Wrote gas/integration summary JSON: $OUTPUT_JSON"
diff --git a/circuits/benchmarks/scripts/generate_report.sh b/circuits/benchmarks/scripts/generate_report.sh
index c00fcbaa2..e119fdd2b 100755
--- a/circuits/benchmarks/scripts/generate_report.sh
+++ b/circuits/benchmarks/scripts/generate_report.sh
@@ -7,6 +7,13 @@ OUTPUT_FILE=""
 GIT_COMMIT="unknown"
 GIT_BRANCH="unknown"
 GAS_JSON=""
+# Optional JSON from `BENCHMARK_SUMMARY_OUTPUT` (same schema as embedded `integration_summary` in
+# crisp_verify_gas.json). Used when gas JSON has null/broken integration_summary but timings exist
+# on disk (e.g. long secure run wrote /tmp/summary_secure.json separately).
+INTEGRATION_SUMMARY_FILE=""
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+BENCHMARKS_DIR="$(dirname "$SCRIPT_DIR")"
+REPO_ROOT="$(cd "${BENCHMARKS_DIR}/../.." && pwd)"
 
 while [[ $# -gt 0 ]]; do
     case $1 in
@@ -15,12 +22,13 @@ while [[ $# -gt 0 ]]; do
         --git-commit) GIT_COMMIT="$2"; shift 2 ;;
         --git-branch) GIT_BRANCH="$2"; shift 2 ;;
         --gas-json) GAS_JSON="$2"; shift 2 ;;
+        --integration-summary) INTEGRATION_SUMMARY_FILE="$2"; shift 2 ;;
         *) echo "Unknown option: $1"; exit 1 ;;
     esac
 done
 
 if [ -z "$INPUT_DIR" ] || [ -z "$OUTPUT_FILE" ]; then
-    echo "Usage: $0 --input-dir <dir> --output <file> [--git-commit <hash>] [--git-branch <branch>] [--gas-json <file>]"
+    echo "Usage: $0 --input-dir <dir> --output <file> [--git-commit <hash>] [--git-branch <branch>] [--gas-json <file>] [--integration-summary <timings.json>]"
     exit 1
 fi
 
@@ -28,6 +36,38 @@ format_s() { awk -v v="$1" 'BEGIN{printf "%.2f", v}'; }
 format_ms() { echo "$1 * 1000" | bc -l | awk '{printf "%.2f", $0}'; }
 format_kb() { echo "$1 / 1024" | bc -l | awk '{printf "%.2f", $0}'; }
 
+hex_len_bytes() {
+    local hex="${1:-}"
+    python3 - "$hex" <<'PY'
+import sys
+h = sys.argv[1] or ""
+if h.startswith("0x"):
+    h = h[2:]
+if len(h) % 2 != 0:
+    print("0")
+else:
+    print(len(h) // 2)
+PY
+}
+
+calldata_gas_from_hex() {
+    local hex="${1:-}"
+    python3 - "$hex" <<'PY'
+import sys
+h = sys.argv[1] or ""
+if h.startswith("0x"):
+    h = h[2:]
+if len(h) % 2 != 0:
+    print("0")
+    raise SystemExit(0)
+gas = 0
+for i in range(0, len(h), 2):
+    b = h[i : i + 2]
+    gas += 4 if b == "00" else 16
+print(gas)
+PY
+}
+
 find_json_by_path_fragment() {
     local frag="$1"
     for json_file in "$INPUT_DIR"/*.json; do
@@ -113,25 +153,73 @@ artifact_metrics() {
     local name="$1"
     local label="$2"
     local verify_gas="$3"
+    local artifact_key=""
+    case "$name" in
+        Π_DKG) artifact_key="dkg" ;;
+        Π_dec) artifact_key="dec" ;;
+    esac
 
     if [ "$label" = "user_data_encryption" ]; then
-        local ct0 ct1
-        ct0=$(find_json_by_path_fragment "/threshold/user_data_encryption_ct0")
-        ct1=$(find_json_by_path_fragment "/threshold/user_data_encryption_ct1")
-        if [ -z "$ct0" ] || [ -z "$ct1" ]; then
-            echo "| $name | N/A | N/A | $verify_gas | N/A | N/A |" >> "$OUTPUT_FILE"
+        local wrapper
+        wrapper=$(find_json_by_path_fragment "/threshold/user_data_encryption")
+        local proof_size public_size calldata total
+
+        # Prefer the wrapper artifact when available; it matches what is posted/verified on-chain.
+        if [ -n "$wrapper" ]; then
+            proof_size=$(jq -r '.proof_generation.proof_size_bytes // 0' "$wrapper")
+            public_size=$(jq -r '.verification.public_inputs_size_bytes // 0' "$wrapper")
+            calldata=$(jq -r '.verification.calldata_gas_total // 0' "$wrapper")
+            total="N/A"
+            if [ "$verify_gas" != "N/A" ]; then total=$((verify_gas + calldata)); fi
+            echo "| $name | $(format_kb "$proof_size") KB | $(format_kb "$public_size") KB | $verify_gas | $calldata | $total |" >> "$OUTPUT_FILE"
             return
         fi
-        local proof_size public_size calldata total
-        proof_size=$(echo "$(jq -r '.proof_generation.proof_size_bytes // 0' "$ct0") + $(jq -r '.proof_generation.proof_size_bytes // 0' "$ct1")" | bc)
-        public_size=$(echo "$(jq -r '.verification.public_inputs_size_bytes // 0' "$ct0") + $(jq -r '.verification.public_inputs_size_bytes // 0' "$ct1")" | bc)
-        calldata=$(echo "$(jq -r '.verification.calldata_gas_total // 0' "$ct0") + $(jq -r '.verification.calldata_gas_total // 0' "$ct1")" | bc)
-        total="N/A"
-        if [ "$verify_gas" != "N/A" ]; then total=$((verify_gas + calldata)); fi
-        echo "| $name | $(format_kb "$proof_size") KB | $(format_kb "$public_size") KB | $verify_gas | $calldata | $total |" >> "$OUTPUT_FILE"
+
+        echo "| $name | N/A | N/A | $verify_gas | N/A | N/A |" >> "$OUTPUT_FILE"
         return
     fi
 
+    # Prefer folded artifact sizes/calldata (when present) so table aligns with folded verify gas.
+    if [ -n "$artifact_key" ] && [ -f "$GAS_JSON" ]; then
+        local folded_proof_size folded_public_size folded_calldata
+        folded_proof_size=$(jq -r ".artifact_sizes_bytes.${artifact_key}.proof // empty" "$GAS_JSON")
+        folded_public_size=$(jq -r ".artifact_sizes_bytes.${artifact_key}.public_inputs // empty" "$GAS_JSON")
+        folded_calldata=$(jq -r ".calldata_gas.${artifact_key}.total // empty" "$GAS_JSON")
+        if [ -n "$folded_proof_size" ] && [ "$folded_proof_size" != "null" ] && [ "$folded_proof_size" != "0" ] \
+            && [ -n "$folded_public_size" ] && [ "$folded_public_size" != "null" ] && [ "$folded_public_size" != "0" ] \
+            && [ -n "$folded_calldata" ] && [ "$folded_calldata" != "null" ] && [ "$folded_calldata" != "0" ]; then
+            local folded_total="N/A"
+            if [ "$verify_gas" != "N/A" ]; then folded_total=$((verify_gas + folded_calldata)); fi
+            echo "| $name | $(format_kb "$folded_proof_size") KB | $(format_kb "$folded_public_size") KB | $verify_gas | $folded_calldata | $folded_total |" >> "$OUTPUT_FILE"
+            return
+        fi
+    fi
+
+    # Sizes + calldata from integration summary folded hex (when gas JSON has no folded export).
+    if [ -n "$artifact_key" ] && [ -n "$INTEGRATION_SUMMARY_FILE" ] && [ -f "$INTEGRATION_SUMMARY_FILE" ]; then
+        local pfx ph pubh pb pubb cdp cdc folded_total
+        case "$artifact_key" in
+            dkg) pfx=".folded_artifacts.dkg_aggregator" ;;
+            dec) pfx=".folded_artifacts.decryption_aggregator" ;;
+            *) pfx="" ;;
+        esac
+        if [ -n "$pfx" ]; then
+            ph=$(jq -r "${pfx}.proof_hex // empty" "$INTEGRATION_SUMMARY_FILE" 2>/dev/null || true)
+            pubh=$(jq -r "${pfx}.public_inputs_hex // empty" "$INTEGRATION_SUMMARY_FILE" 2>/dev/null || true)
+            if [ -n "$ph" ] && [ "$ph" != "null" ] && [ -n "$pubh" ] && [ "$pubh" != "null" ]; then
+                pb=$(hex_len_bytes "$ph")
+                pubb=$(hex_len_bytes "$pubh")
+                cdp=$(calldata_gas_from_hex "$ph")
+                cdc=$(calldata_gas_from_hex "$pubh")
+                folded_calldata=$((cdp + cdc))
+                folded_total="N/A"
+                if [ "$verify_gas" != "N/A" ]; then folded_total=$((verify_gas + folded_calldata)); fi
+                echo "| $name | $(format_kb "$pb") KB | $(format_kb "$pubb") KB | $verify_gas | $folded_calldata | $folded_total |" >> "$OUTPUT_FILE"
+                return
+            fi
+        fi
+    fi
+
     local json_file
     json_file=$(find_json_by_path_fragment "$label")
     if [ -z "$json_file" ]; then
@@ -170,7 +258,106 @@ sum_phase_metrics() {
     echo "$(format_s "$prove_sum") s|$(format_kb "$proof_sum") KB|$(format_kb "$bandwidth_sum") KB"
 }
 
+integration_timing_seconds() {
+    local label="$1"
+    local val=""
+    local f
+    for f in "$INTEGRATION_SUMMARY_FILE" "$GAS_JSON"; do
+        [ -n "$f" ] && [ -f "$f" ] || continue
+        val=$(jq -r --arg label "$label" '.integration_summary.timings_seconds[]? | select(.label == $label) | .seconds' "$f" 2>/dev/null | head -1)
+        if [ -n "$val" ] && [ "$val" != "null" ]; then
+            echo "$val"
+            return
+        fi
+        val=$(jq -r --arg label "$label" '.timings_seconds[]? | select(.label == $label) | .seconds' "$f" 2>/dev/null | head -1)
+        if [ -n "$val" ] && [ "$val" != "null" ]; then
+            echo "$val"
+            return
+        fi
+    done
+    echo ""
+}
+
+# Normalized integration summary object: either `results_*/integration_summary.json` or
+# `crisp_verify_gas.json` → `.integration_summary` (see `BENCHMARK_SUMMARY_OUTPUT` in e3-tests).
+integration_blob_from_inputs() {
+    local f blob
+    for f in "$INTEGRATION_SUMMARY_FILE" "$GAS_JSON"; do
+        [ -n "$f" ] && [ -f "$f" ] || continue
+        blob=$(jq -c 'if (.integration_summary != null) and (.integration_summary | type == "object") then .integration_summary elif has("integration_test") then . else empty end' "$f" 2>/dev/null || true)
+        if [ -n "$blob" ] && [ "$blob" != "null" ]; then
+            echo "$blob"
+            return 0
+        fi
+    done
+    return 1
+}
+
+artifact_size_pair_from_gas() {
+    local key="$1"
+    local proof public bandwidth
+    if [ -f "$GAS_JSON" ]; then
+        proof=$(jq -r ".artifact_sizes_bytes.${key}.proof // empty" "$GAS_JSON" 2>/dev/null)
+        public=$(jq -r ".artifact_sizes_bytes.${key}.public_inputs // empty" "$GAS_JSON" 2>/dev/null)
+        if [ -n "$proof" ] && [ "$proof" != "null" ] && [ -n "$public" ] && [ "$public" != "null" ] \
+            && [ "$proof" != "0" ] && [ "$public" != "0" ]; then
+            bandwidth=$(echo "$proof + $public" | bc)
+            echo "$(format_kb "$proof") KB|$(format_kb "$bandwidth") KB"
+            return
+        fi
+    fi
+    # Fallback: folded hex from integration summary export (test `BENCHMARK_SUMMARY_OUTPUT`).
+    if [ -n "$INTEGRATION_SUMMARY_FILE" ] && [ -f "$INTEGRATION_SUMMARY_FILE" ]; then
+        local pfx ph pubh
+        case "$key" in
+            dkg) pfx=".folded_artifacts.dkg_aggregator" ;;
+            dec) pfx=".folded_artifacts.decryption_aggregator" ;;
+            *) echo ""; return ;;
+        esac
+        ph=$(jq -r "${pfx}.proof_hex // empty" "$INTEGRATION_SUMMARY_FILE" 2>/dev/null || true)
+        pubh=$(jq -r "${pfx}.public_inputs_hex // empty" "$INTEGRATION_SUMMARY_FILE" 2>/dev/null || true)
+        if [ -n "$ph" ] && [ "$ph" != "null" ] && [ -n "$pubh" ] && [ "$pubh" != "null" ]; then
+            proof=$(hex_len_bytes "$ph")
+            public=$(hex_len_bytes "$pubh")
+            if [ "$proof" != "0" ] || [ "$public" != "0" ]; then
+                bandwidth=$(echo "$proof + $public" | bc)
+                echo "$(format_kb "$proof") KB|$(format_kb "$bandwidth") KB"
+                return
+            fi
+        fi
+    fi
+    echo ""
+}
+
+load_protocol_params() {
+    local default_mod="${REPO_ROOT}/circuits/lib/src/configs/default/mod.nr"
+    local committee_name
+    committee_name=$(python3 - "$default_mod" <<'PY'
+import re, sys
+p = sys.argv[1]
+try:
+    txt = open(p, "r", encoding="utf-8").read()
+except Exception:
+    print("")
+    raise SystemExit(0)
+m = re.search(r"committee::([a-zA-Z0-9_]+)::\{H,\s*N_PARTIES,\s*T\}", txt)
+print(m.group(1) if m else "")
+PY
+)
+    [ -z "$committee_name" ] && committee_name="micro"
+    local committee_file="${REPO_ROOT}/circuits/lib/src/configs/committee/${committee_name}.nr"
+    local n t h
+    n=$(rg -N "N_PARTIES: u32 = " "$committee_file" | sed -E 's/.*= ([0-9]+);/\1/' | head -1)
+    t=$(rg -N "T: u32 = " "$committee_file" | sed -E 's/.*= ([0-9]+);/\1/' | head -1)
+    h=$(rg -N "H: u32 = " "$committee_file" | sed -E 's/.*= ([0-9]+);/\1/' | head -1)
+    [ -z "$n" ] && n="N/A"
+    [ -z "$t" ] && t="N/A"
+    [ -z "$h" ] && h="N/A"
+    echo "$h|$n|$t"
+}
+
 TIMESTAMP=$(date -u "+%Y-%m-%d %H:%M:%S UTC")
+IFS='|' read -r PROTOCOL_H PROTOCOL_N PROTOCOL_T <<< "$(load_protocol_params)"
 
 cat > "$OUTPUT_FILE" <<EOF
 # Enclave ZK Circuit Benchmarks
@@ -180,6 +367,8 @@ cat > "$OUTPUT_FILE" <<EOF
 **Git Branch:** \`${GIT_BRANCH}\`  
 **Git Commit:** \`${GIT_COMMIT}\`
 
+**Committee Size:** \`H=${PROTOCOL_H}\`, \`N=${PROTOCOL_N}\`, \`T=${PROTOCOL_T}\`
+
 ---
 
 ## Protocol Summary
@@ -215,7 +404,7 @@ artifact_metrics "Π_DKG" "/threshold/pk_aggregation" "$(verify_gas_for_artifact
 artifact_metrics "Π_user" "user_data_encryption" "$(verify_gas_for_artifact Π_user)"
 artifact_metrics "Π_dec" "/threshold/decrypted_shares_aggregation" "$(verify_gas_for_artifact Π_dec)"
 
-p1=$(sum_phase_metrics "/dkg/pk /threshold/pk_generation /dkg/sk_share_computation /dkg/e_sm_share_computation /dkg/share_encryption /dkg/share_decryption")
+p1=$(sum_phase_metrics "/dkg/pk /threshold/pk_generation /dkg/sk_share_computation /dkg/e_sm_share_computation /dkg/share_encryption /dkg/share_encryption /dkg/share_decryption /dkg/share_decryption /recursive_aggregation/c2ab_fold /recursive_aggregation/c3ab_fold /recursive_aggregation/c4ab_fold /recursive_aggregation/node_fold")
 p2=$(sum_phase_metrics "/threshold/pk_aggregation")
 p3=$(sum_phase_metrics "/threshold/user_data_encryption_ct0 /threshold/user_data_encryption_ct1")
 p4n=$(sum_phase_metrics "/threshold/share_decryption")
@@ -226,6 +415,34 @@ IFS='|' read -r p3t p3s p3b <<< "$p3"
 IFS='|' read -r p4nt p4ns p4nb <<< "$p4n"
 IFS='|' read -r p4at p4as p4ab <<< "$p4a"
 
+# Prefer integration-run timings for phase rows that include fold/consistency work.
+p1_integration=$(integration_timing_seconds "ThresholdShares -> PublicKeyAggregated")
+if [ -n "$p1_integration" ] && [ "$p1_integration" != "null" ]; then
+    p1t="$(format_s "$p1_integration") s"
+fi
+p4a_integration=$(integration_timing_seconds "Ciphertext published -> PlaintextAggregated")
+if [ -n "$p4a_integration" ] && [ "$p4a_integration" != "null" ]; then
+    p4at="$(format_s "$p4a_integration") s"
+fi
+
+# Keep role-phase rows aligned with artifact outputs when folded artifact sizes are available.
+p2_artifact=$(artifact_size_pair_from_gas "dkg")
+if [ -n "$p2_artifact" ]; then
+    IFS='|' read -r p2s p2b <<< "$p2_artifact"
+fi
+wrapper_json=$(find_json_by_path_fragment "/threshold/user_data_encryption")
+if [ -n "$wrapper_json" ]; then
+    p3_proof_bytes=$(jq -r '.proof_generation.proof_size_bytes // 0' "$wrapper_json")
+    p3_public_bytes=$(jq -r '.verification.public_inputs_size_bytes // 0' "$wrapper_json")
+    p3_bandwidth_bytes=$(echo "$p3_proof_bytes + $p3_public_bytes" | bc)
+    p3s="$(format_kb "$p3_proof_bytes") KB"
+    p3b="$(format_kb "$p3_bandwidth_bytes") KB"
+fi
+p4a_artifact=$(artifact_size_pair_from_gas "dec")
+if [ -n "$p4a_artifact" ]; then
+    IFS='|' read -r p4as p4ab <<< "$p4a_artifact"
+fi
+
 cat >> "$OUTPUT_FILE" <<EOF
 
 ### Role / Phase / Activity
@@ -239,6 +456,79 @@ cat >> "$OUTPUT_FILE" <<EOF
 | Aggregator | P4 | per computation output (C7+fold) | $p4at | $p4as | $p4ab |
 EOF
 
+INTEGRATION_BLOB="$(integration_blob_from_inputs || true)"
+if [ -n "$INTEGRATION_BLOB" ]; then
+    it_name=$(jq -r '.integration_test // "test_trbfv_actor"' <<<"$INTEGRATION_BLOB")
+    {
+        echo ""
+        echo "## Integration test (\`$it_name\`)"
+        echo ""
+        echo "### End-to-end phase timings (wall clock)"
+        echo ""
+        echo "| Phase | Duration (s) |"
+        echo "|-------|---------------|"
+    } >> "$OUTPUT_FILE"
+    while IFS=$'\t' read -r label sec; do
+        [ -z "$label" ] && continue
+        echo "| $label | $(format_s "$sec") |" >> "$OUTPUT_FILE"
+    done < <(jq -r '.timings_seconds[]? | [.label, .seconds] | @tsv' <<<"$INTEGRATION_BLOB")
+
+    if jq -e '.multithread != null' <<<"$INTEGRATION_BLOB" >/dev/null 2>&1; then
+        rt=$(jq -r '.multithread.rayon_threads' <<<"$INTEGRATION_BLOB")
+        mx=$(jq -r '.multithread.max_simultaneous_rayon_tasks' <<<"$INTEGRATION_BLOB")
+        cr=$(jq -r '.multithread.cores_available' <<<"$INTEGRATION_BLOB")
+        {
+            echo ""
+            echo "### Thread pool (same process as integration test)"
+            echo ""
+            echo "| Setting | Value |"
+            echo "|---------|-------|"
+            echo "| Rayon threads | $rt |"
+            echo "| Max simultaneous Rayon tasks | $mx |"
+            echo "| Cores available | $cr |"
+        } >> "$OUTPUT_FILE"
+    fi
+
+    if jq -e '(.operation_timings | type == "array") and (.operation_timings | length > 0)' <<<"$INTEGRATION_BLOB" >/dev/null 2>&1; then
+        {
+            echo ""
+            echo "### CPU-bound operation timings (tracked in-process)"
+            echo ""
+            echo "| Name | Avg (s) | Runs | Total (s) |"
+            echo "|------|---------|------|-----------|"
+        } >> "$OUTPUT_FILE"
+        while IFS=$'\t' read -r name avgr runs tot; do
+            [ -z "$name" ] && continue
+            echo "| $name | $(format_s "$avgr") | $runs | $(format_s "$tot") |" >> "$OUTPUT_FILE"
+        done < <(jq -r '.operation_timings[]? | [.name, .avg_seconds, .runs, .total_seconds] | @tsv' <<<"$INTEGRATION_BLOB")
+        ott=$(jq -r '.operation_timings_total_seconds // empty' <<<"$INTEGRATION_BLOB")
+        if [ -n "$ott" ] && [ "$ott" != "null" ]; then
+            echo "" >> "$OUTPUT_FILE"
+            echo "Sum of tracked operation wall time: **$(format_s "$ott") s** (often much larger than end-to-end wall clock because work runs in parallel)." >> "$OUTPUT_FILE"
+        fi
+    fi
+fi
+
+{
+    echo ""
+    echo "## Raw circuit benchmark JSON (Nargo)"
+    echo ""
+} >> "$OUTPUT_FILE"
+shopt -s nullglob
+raw_files=("$INPUT_DIR"/*.json)
+if [ ${#raw_files[@]} -eq 0 ]; then
+    echo "_No \`.json\` files in this input directory._" >> "$OUTPUT_FILE"
+else
+    echo "Source files for the **Circuit Benchmarks** table. Persist this directory with \`crisp_verify_gas.json\` (and optional \`integration_summary.json\`) to regenerate the report without re-running the integration test." >> "$OUTPUT_FILE"
+    echo "" >> "$OUTPUT_FILE"
+    echo "| File |" >> "$OUTPUT_FILE"
+    echo "|------|" >> "$OUTPUT_FILE"
+    for jf in "${raw_files[@]}"; do
+        echo "| \`$(basename "$jf")\` |" >> "$OUTPUT_FILE"
+    done
+fi
+shopt -u nullglob
+
 first_json=$(ls "$INPUT_DIR"/*.json 2>/dev/null | head -1)
 if [ -n "$first_json" ]; then
     cpu_model=$(jq -r '.system_info.cpu_model // "unknown"' "$first_json")
@@ -265,4 +555,11 @@ if [ -n "$first_json" ]; then
 EOF
 fi
 
+cat >> "$OUTPUT_FILE" <<EOF
+
+## Notes
+
+- All nodes are executed on the same machine in this benchmark run, so inter-node network latency is effectively 0.
+EOF
+
 echo "✓ Report generated successfully: $OUTPUT_FILE"
diff --git a/circuits/benchmarks/scripts/regenerate_report.sh b/circuits/benchmarks/scripts/regenerate_report.sh
new file mode 100755
index 000000000..a08091a5e
--- /dev/null
+++ b/circuits/benchmarks/scripts/regenerate_report.sh
@@ -0,0 +1,52 @@
+#!/bin/bash
+# Regenerate report.md from saved raw/*.json + crisp_verify_gas.json (no nargo, no integration re-run).
+# Usage:
+#   ./regenerate_report.sh
+#   ./regenerate_report.sh --mode insecure
+#   MODE=secure ./regenerate_report.sh
+
+set -euo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+BENCHMARKS_DIR="$(dirname "$SCRIPT_DIR")"
+REPO_ROOT="$(cd "${BENCHMARKS_DIR}/../.." && pwd)"
+
+MODE="${MODE:-secure}"
+while [[ $# -gt 0 ]]; do
+    case $1 in
+        --mode)
+            MODE="$2"
+            shift 2
+            ;;
+        *)
+            echo "Unknown option: $1"
+            echo "Usage: $0 [--mode insecure|secure]"
+            exit 1
+            ;;
+    esac
+done
+
+if [ "$MODE" != "insecure" ] && [ "$MODE" != "secure" ]; then
+    echo "Error: mode must be insecure or secure"
+    exit 1
+fi
+
+OUTPUT_DIR="${BENCHMARKS_DIR}/results_${MODE}"
+GIT_COMMIT=$(git -C "$REPO_ROOT" rev-parse HEAD 2>/dev/null || echo "unknown")
+GIT_BRANCH=$(git -C "$REPO_ROOT" rev-parse --abbrev-ref HEAD 2>/dev/null || echo "unknown")
+GAS_JSON="${OUTPUT_DIR}/crisp_verify_gas.json"
+INTEGRATION_JSON="${OUTPUT_DIR}/integration_summary.json"
+
+GR=( "${SCRIPT_DIR}/generate_report.sh"
+    --input-dir "${OUTPUT_DIR}/raw"
+    --output "${OUTPUT_DIR}/report.md"
+    --git-commit "$GIT_COMMIT"
+    --git-branch "$GIT_BRANCH"
+    --gas-json "$GAS_JSON"
+)
+if [ -f "$INTEGRATION_JSON" ]; then
+    GR+=(--integration-summary "$INTEGRATION_JSON")
+fi
+"${GR[@]}"
+
+echo "✓ Report: ${OUTPUT_DIR}/report.md"
diff --git a/circuits/benchmarks/scripts/replay_folded_verify_gas.sh b/circuits/benchmarks/scripts/replay_folded_verify_gas.sh
new file mode 100755
index 000000000..4ff10956a
--- /dev/null
+++ b/circuits/benchmarks/scripts/replay_folded_verify_gas.sh
@@ -0,0 +1,99 @@
+#!/usr/bin/env bash
+# Replay DkgAggregatorVerifier / DecryptionAggregatorVerifier estimateGas using folded proofs from an
+# integration summary JSON (BENCHMARK_SUMMARY_OUTPUT shape: .folded_artifacts.{dkg_aggregator,...})
+# and merge verify_gas.dkg / verify_gas.dec into an existing crisp_verify_gas.json.
+#
+# Usage (from repo root):
+#   ./circuits/benchmarks/scripts/replay_folded_verify_gas.sh \
+#     --summary /tmp/summary_secure.json \
+#     --gas-json ./circuits/benchmarks/results_secure/crisp_verify_gas.json \
+#     --build secure-8192
+#
+# Use --build <preset> when Hardhat reverts with SumcheckFailed (verifier VKs must match the
+# preset used to generate the folded proofs, e.g. secure-8192 for SecureThreshold8192).
+
+set -e
+
+SUMMARY_JSON=""
+GAS_JSON=""
+BUILD_PRESET=""
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+REPO_ROOT="$(cd "${SCRIPT_DIR}/../../.." && pwd)"
+ENCLAVE_CONTRACTS="${REPO_ROOT}/packages/enclave-contracts"
+
+while [[ $# -gt 0 ]]; do
+    case $1 in
+        --summary) SUMMARY_JSON="$2"; shift 2 ;;
+        --gas-json) GAS_JSON="$2"; shift 2 ;;
+        --build)
+            BUILD_PRESET="$2"
+            shift 2
+            ;;
+        *)
+            echo "Unknown option: $1"
+            echo "Usage: $0 --summary <integration_summary.json> --gas-json <crisp_verify_gas.json> [--build <nargo-preset>]"
+            exit 1
+            ;;
+    esac
+done
+
+if [ -z "$SUMMARY_JSON" ] || [ -z "$GAS_JSON" ]; then
+    echo "Usage: $0 --summary <integration_summary.json> --gas-json <crisp_verify_gas.json> [--build <nargo-preset>]"
+    exit 1
+fi
+if [ ! -f "$SUMMARY_JSON" ]; then
+    echo "Error: summary file not found: $SUMMARY_JSON"
+    exit 1
+fi
+if [ ! -f "$GAS_JSON" ]; then
+    echo "Error: gas JSON not found: $GAS_JSON"
+    exit 1
+fi
+
+if ! jq -e '.folded_artifacts.dkg_aggregator.proof_hex and .folded_artifacts.decryption_aggregator.proof_hex' "$SUMMARY_JSON" >/dev/null 2>&1; then
+    echo "Error: $SUMMARY_JSON must contain .folded_artifacts with dkg_aggregator and decryption_aggregator proof_hex"
+    exit 1
+fi
+
+RAW_DIR="$(cd "$(dirname "$GAS_JSON")" && pwd)/raw"
+if [ ! -d "$RAW_DIR" ]; then
+    echo "Error: expected raw benchmark dir next to gas JSON: $RAW_DIR"
+    exit 1
+fi
+
+TMP_FOLDED="$(mktemp)"
+TMP_GAS_PARTIAL="$(mktemp)"
+trap 'rm -f "$TMP_FOLDED" "$TMP_GAS_PARTIAL"' EXIT
+
+jq -c '.folded_artifacts' "$SUMMARY_JSON" >"$TMP_FOLDED"
+
+if [ -n "$BUILD_PRESET" ]; then
+    echo "  [replay-gas] Building verifier artifacts: pnpm build:circuits --preset ${BUILD_PRESET}"
+    (cd "$REPO_ROOT" && pnpm build:circuits --preset "$BUILD_PRESET")
+fi
+
+echo "  [replay-gas] Running Hardhat benchmarkGasFromRaw.ts (folded proofs)..."
+(
+    cd "$ENCLAVE_CONTRACTS" && \
+    BENCHMARK_RAW_DIR="$RAW_DIR" \
+    BENCHMARK_GAS_OUTPUT="$TMP_GAS_PARTIAL" \
+    BENCHMARK_FOLDED_JSON="$TMP_FOLDED" \
+    pnpm hardhat run scripts/benchmarkGasFromRaw.ts --network hardhat
+)
+
+if ! jq -e '.verify_gas.dkg and .verify_gas.dec' "$TMP_GAS_PARTIAL" >/dev/null 2>&1; then
+    echo "Error: partial gas output missing verify_gas.dkg/dec: $TMP_GAS_PARTIAL"
+    cat "$TMP_GAS_PARTIAL"
+    exit 1
+fi
+
+TMP_OUT="$(mktemp)"
+jq --slurpfile patch "$TMP_GAS_PARTIAL" \
+    '.verify_gas.dkg = $patch[0].verify_gas.dkg | .verify_gas.dec = $patch[0].verify_gas.dec' \
+    "$GAS_JSON" >"$TMP_OUT"
+mv "$TMP_OUT" "$GAS_JSON"
+trap - EXIT
+rm -f "$TMP_FOLDED" "$TMP_GAS_PARTIAL"
+
+echo "  [replay-gas] Updated verify_gas.dkg and verify_gas.dec in: $GAS_JSON"
+echo "  [replay-gas] Regenerate the report with generate_report.sh (and --integration-summary if you still use it for timings)."
diff --git a/circuits/benchmarks/scripts/run_benchmarks.sh b/circuits/benchmarks/scripts/run_benchmarks.sh
index c7b32e772..84d1b219d 100755
--- a/circuits/benchmarks/scripts/run_benchmarks.sh
+++ b/circuits/benchmarks/scripts/run_benchmarks.sh
@@ -1,7 +1,7 @@
 #!/bin/bash
 
 # run_benchmarks.sh - Main orchestration script for benchmarking circuits
-# Usage: ./run_benchmarks.sh [--config <config_file>] [--mode insecure|secure] [--circuit <path>] [--skip-compile] [--clean]
+# Usage: ./run_benchmarks.sh [--config <config_file>] [--mode insecure|secure] [--circuit <path>] [--skip-compile] [--clean] [--verbose]
 
 set -e
 
@@ -12,6 +12,7 @@ CLEAN_ARTIFACTS=false
 MODE_OVERRIDE=""
 SKIP_COMPILE=false
 CIRCUIT_FILTER=""
+VERBOSE=false
 
 # Parse arguments
 while [[ $# -gt 0 ]]; do
@@ -40,9 +41,13 @@ while [[ $# -gt 0 ]]; do
             CLEAN_ARTIFACTS=true
             shift
             ;;
+        --verbose|-v)
+            VERBOSE=true
+            shift
+            ;;
         *)
             echo "Unknown option: $1"
-            echo "Usage: $0 [--config <config_file>] [--mode insecure|secure] [--circuit <path>] [--skip-compile] [--clean]"
+            echo "Usage: $0 [--config <config_file>] [--mode insecure|secure] [--circuit <path>] [--skip-compile] [--clean] [--verbose]"
             exit 1
             ;;
     esac
@@ -121,6 +126,9 @@ fi
 if [ "$SKIP_COMPILE" = true ]; then
     echo "  Skip Compilation: Yes (using existing artifacts)"
 fi
+if [ "$VERBOSE" = true ]; then
+    echo "  Verbose Logging: Yes"
+fi
 echo "  Git Branch: $GIT_BRANCH"
 echo "  Git Commit: $GIT_COMMIT"
 echo "  Circuits: $(echo $CIRCUITS | wc -w | tr -d ' ')"
@@ -129,6 +137,30 @@ echo "  Base Directory: $CIRCUITS_BASE_DIR"
 echo "  Output Directory: ${OUTPUT_DIR}"
 echo ""
 
+# Preflight build for selected preset so raw benches and integration stages
+# use consistent, freshly-generated circuit artifacts.
+if [ "$SKIP_COMPILE" = false ]; then
+    if [ "$MODE" = "secure" ]; then
+        PRESET_NAME="secure-8192"
+    else
+        PRESET_NAME="insecure-512"
+    fi
+    echo "Preflight: pnpm build:circuits --preset ${PRESET_NAME}"
+    if [ "$VERBOSE" = true ]; then
+        (
+          cd "$REPO_ROOT" && \
+          pnpm build:circuits --preset "$PRESET_NAME"
+        )
+    else
+        (
+          cd "$REPO_ROOT" && \
+          pnpm build:circuits --preset "$PRESET_NAME" >/dev/null
+        )
+    fi
+    echo "Preflight build complete."
+    echo ""
+fi
+
 # Circuit-specific modes come from config.json (e.g. "config" has "modes": ["secure"]); see circuits/benchmarks/config.json
 RUN_CIRCUITS=""
 CIRCUIT_MODES=$(jq -r '.circuits[] | (if type == "string" then . else .name end) as $path | (if type == "object" and (.modes != null) then (.modes | join(",")) else "insecure,secure" end) | "\($path)\t\(.)"' "$CONFIG_FILE")
@@ -212,18 +244,24 @@ echo "╔═══════════════════════
 echo "║       Generating Report...                     ║"
 echo "╚════════════════════════════════════════════════╝"
 echo ""
+echo "Stage 1/3: Running gas extraction pipeline (CRISP test + integration + EVM replay)..."
 
 # Try to retrieve verifier gas from the existing CRISP verify test path.
 GAS_JSON_FILE="${BENCHMARKS_DIR}/${OUTPUT_DIR}/crisp_verify_gas.json"
 # Remove any previous gas artifact so failures cannot leak stale values.
 rm -f "${GAS_JSON_FILE}"
-if "${SCRIPT_DIR}/extract_crisp_verify_gas.sh" --output "${GAS_JSON_FILE}"; then
+EXTRACT_ARGS=(--output "${GAS_JSON_FILE}" --mode "$MODE")
+if [ "$VERBOSE" = true ]; then
+    EXTRACT_ARGS+=(--verbose)
+fi
+if "${SCRIPT_DIR}/extract_crisp_verify_gas.sh" "${EXTRACT_ARGS[@]}"; then
     echo "✓ CRISP verify gas extracted: ${GAS_JSON_FILE}"
 else
     echo "⚠️  Could not extract CRISP verify gas; report will show N/A for verify gas"
 fi
 
 # Generate markdown report
+echo "Stage 2/3: Rendering markdown report from benchmarks + gas summary..."
 REPORT_FILE="${BENCHMARKS_DIR}/${OUTPUT_DIR}/report.md"
 "${SCRIPT_DIR}/generate_report.sh" \
     --input-dir "${BENCHMARKS_DIR}/${OUTPUT_DIR}/raw" \
@@ -232,6 +270,13 @@ REPORT_FILE="${BENCHMARKS_DIR}/${OUTPUT_DIR}/report.md"
     --git-branch "$GIT_BRANCH" \
     --gas-json "${GAS_JSON_FILE}"
 
+INTEGRATION_SNAPSHOT="${BENCHMARKS_DIR}/${OUTPUT_DIR}/integration_summary.json"
+if [ -f "${GAS_JSON_FILE}" ] && jq -e '.integration_summary != null' "${GAS_JSON_FILE}" >/dev/null 2>&1; then
+    jq '.integration_summary' "${GAS_JSON_FILE}" > "${INTEGRATION_SNAPSHOT}"
+    echo "✓ Wrote integration summary snapshot: ${INTEGRATION_SNAPSHOT}"
+fi
+
+echo "Stage 3/3: Finalizing outputs..."
 echo "✓ Report generated: ${REPORT_FILE}"
 echo ""
 
diff --git a/crates/keyshare/src/decryption_key_shared_collector.rs b/crates/keyshare/src/decryption_key_shared_collector.rs
index a6253c587..ee294fe58 100644
--- a/crates/keyshare/src/decryption_key_shared_collector.rs
+++ b/crates/keyshare/src/decryption_key_shared_collector.rs
@@ -17,6 +17,17 @@ use tracing::{info, warn};
 use crate::ThresholdKeyshare;
 
 const DEFAULT_COLLECTION_TIMEOUT: Duration = Duration::from_secs(3600);
+const COLLECTION_TIMEOUT_ENV: &str = "E3_DECRYPTION_KEY_SHARED_COLLECTION_TIMEOUT_SECS";
+
+fn collection_timeout() -> Duration {
+    match std::env::var(COLLECTION_TIMEOUT_ENV)
+        .ok()
+        .and_then(|v| v.parse::<u64>().ok())
+    {
+        Some(0) | None => DEFAULT_COLLECTION_TIMEOUT,
+        Some(secs) => Duration::from_secs(secs),
+    }
+}
 
 enum CollectorState {
     Collecting,
@@ -91,16 +102,14 @@ impl Actor for DecryptionKeySharedCollector {
 
     fn started(&mut self, ctx: &mut Self::Context) {
         ctx.set_mailbox_capacity(MAILBOX_LIMIT);
+        let timeout = collection_timeout();
         info!(
             e3_id = %self.e3_id,
             "DecryptionKeySharedCollector started, expecting {} parties, timeout {:?}",
             self.expected.len(),
-            DEFAULT_COLLECTION_TIMEOUT
-        );
-        let handle = ctx.notify_later(
-            DecryptionKeySharedCollectionTimeout,
-            DEFAULT_COLLECTION_TIMEOUT,
+            timeout
         );
+        let handle = ctx.notify_later(DecryptionKeySharedCollectionTimeout, timeout);
         self.timeout_handle = Some(handle);
     }
 }
diff --git a/crates/keyshare/src/encryption_key_collector.rs b/crates/keyshare/src/encryption_key_collector.rs
index 184ad96a9..f0843c837 100644
--- a/crates/keyshare/src/encryption_key_collector.rs
+++ b/crates/keyshare/src/encryption_key_collector.rs
@@ -20,6 +20,17 @@ use e3_utils::MAILBOX_LIMIT;
 use tracing::{info, warn};
 
 const DEFAULT_COLLECTION_TIMEOUT: Duration = Duration::from_secs(600);
+const COLLECTION_TIMEOUT_ENV: &str = "E3_ENCRYPTION_KEY_COLLECTION_TIMEOUT_SECS";
+
+fn collection_timeout() -> Duration {
+    match std::env::var(COLLECTION_TIMEOUT_ENV)
+        .ok()
+        .and_then(|v| v.parse::<u64>().ok())
+    {
+        Some(0) | None => DEFAULT_COLLECTION_TIMEOUT,
+        Some(secs) => Duration::from_secs(secs),
+    }
+}
 
 use crate::ThresholdKeyshare;
 
@@ -101,13 +112,14 @@ impl Actor for EncryptionKeyCollector {
 
     fn started(&mut self, ctx: &mut Self::Context) {
         ctx.set_mailbox_capacity(MAILBOX_LIMIT);
+        let timeout = collection_timeout();
         info!(
             e3_id = %self.e3_id,
             "EncryptionKeyCollector started, scheduling timeout in {:?}",
-            DEFAULT_COLLECTION_TIMEOUT
+            timeout
         );
 
-        let handle = ctx.notify_later(EncryptionKeyCollectionTimeout, DEFAULT_COLLECTION_TIMEOUT);
+        let handle = ctx.notify_later(EncryptionKeyCollectionTimeout, timeout);
         self.timeout_handle = Some(handle);
     }
 }
diff --git a/crates/keyshare/src/threshold_share_collector.rs b/crates/keyshare/src/threshold_share_collector.rs
index 4c7e65e9c..c3085c594 100644
--- a/crates/keyshare/src/threshold_share_collector.rs
+++ b/crates/keyshare/src/threshold_share_collector.rs
@@ -35,6 +35,17 @@ pub struct ReceivedShareProofs {
 }
 
 const DEFAULT_COLLECTION_TIMEOUT: Duration = Duration::from_secs(3600);
+const COLLECTION_TIMEOUT_ENV: &str = "E3_THRESHOLD_SHARE_COLLECTION_TIMEOUT_SECS";
+
+fn collection_timeout() -> Duration {
+    match std::env::var(COLLECTION_TIMEOUT_ENV)
+        .ok()
+        .and_then(|v| v.parse::<u64>().ok())
+    {
+        Some(0) | None => DEFAULT_COLLECTION_TIMEOUT,
+        Some(secs) => Duration::from_secs(secs),
+    }
+}
 
 pub(crate) enum CollectorState {
     Collecting,
@@ -93,13 +104,14 @@ impl Actor for ThresholdShareCollector {
 
     fn started(&mut self, ctx: &mut Self::Context) {
         ctx.set_mailbox_capacity(MAILBOX_LIMIT);
+        let timeout = collection_timeout();
         info!(
             e3_id = %self.e3_id,
             "ThresholdShareCollector started, scheduling timeout in {:?}",
-            DEFAULT_COLLECTION_TIMEOUT
+            timeout
         );
         // Schedule timeout
-        let handle = ctx.notify_later(ThresholdShareCollectionTimeout, DEFAULT_COLLECTION_TIMEOUT);
+        let handle = ctx.notify_later(ThresholdShareCollectionTimeout, timeout);
         self.timeout_handle = Some(handle);
     }
 }
diff --git a/crates/multithread/src/report.rs b/crates/multithread/src/report.rs
index da9a05def..ac44e734c 100644
--- a/crates/multithread/src/report.rs
+++ b/crates/multithread/src/report.rs
@@ -113,6 +113,15 @@ impl Handler<ToReport> for MultithreadReport {
     }
 }
 
+/// One row of the flattened multithread report (seconds, for export / dashboards).
+#[derive(Debug, Clone, PartialEq)]
+pub struct OperationTimingSec {
+    pub name: String,
+    pub avg_seconds: f64,
+    pub runs: u64,
+    pub total_seconds: f64,
+}
+
 #[derive(MessageResponse, Debug, Clone, Eq, PartialEq)]
 pub struct FlattenedReport {
     cores_available: usize,
@@ -124,6 +133,45 @@ pub struct FlattenedReport {
     runs: HashMap<String, u64>,
 }
 
+impl FlattenedReport {
+    pub fn rayon_threads(&self) -> usize {
+        self.rayon_threads
+    }
+
+    pub fn max_simultaneous_rayon_tasks(&self) -> usize {
+        self.max_simultaneous_rayon_tasks
+    }
+
+    pub fn cores_available(&self) -> usize {
+        self.cores_available
+    }
+
+    /// Wall-clock sum of all tracked operation durations (same as printed "Total time").
+    pub fn tracked_total_seconds(&self) -> f64 {
+        self.mt_total.as_secs_f64()
+    }
+
+    /// Per-operation averages and totals, sorted by name (stable with `Display` output).
+    pub fn operation_timings_sec(&self) -> Vec<OperationTimingSec> {
+        let mut names: Vec<_> = self.avg_dur.keys().cloned().collect();
+        names.sort();
+        names
+            .into_iter()
+            .map(|name| {
+                let runs = *self.runs.get(&name).unwrap_or(&0);
+                let total = *self.total_dur.get(&name).unwrap_or(&Duration::ZERO);
+                let avg = *self.avg_dur.get(&name).unwrap_or(&Duration::ZERO);
+                OperationTimingSec {
+                    name,
+                    avg_seconds: avg.as_secs_f64(),
+                    runs,
+                    total_seconds: total.as_secs_f64(),
+                }
+            })
+            .collect()
+    }
+}
+
 impl std::fmt::Display for FlattenedReport {
     fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
         writeln!(f, "{:<32} {:>5}", "Rayon Threads:", self.rayon_threads)?;
diff --git a/crates/tests/tests/integration.rs b/crates/tests/tests/integration.rs
index 7bac03840..1378265e9 100644
--- a/crates/tests/tests/integration.rs
+++ b/crates/tests/tests/integration.rs
@@ -48,6 +48,7 @@ use num_bigint::BigUint;
 use rand::rngs::OsRng;
 use rand::SeedableRng;
 use rand_chacha::ChaCha20Rng;
+use std::ffi::OsString;
 use std::time::{Duration, Instant};
 use std::{fs, path::PathBuf, sync::Arc};
 use tokio::{
@@ -55,10 +56,111 @@ use tokio::{
     time::sleep,
 };
 
+#[derive(Debug, Clone, Copy)]
+struct BenchmarkParams {
+    /// Noir artifact preset directory name under `circuits/bin/` (e.g. `secure-8192`).
+    preset_subdir: &'static str,
+    /// BFV parameter family used for BFV/trBFV computations.
+    bfv_preset: BfvPreset,
+    /// Statistical security parameter λ used for smudging bound / error_size.
+    lambda: usize,
+    /// Collector-timeout env var bundle for secure runs.
+    collection_timeout_secs: Option<(u64, u64, u64)>,
+    /// Expected upper-bounds for history collection (end-to-end wall clock).
+    pubkey_flow_timeout: Duration,
+    plaintext_flow_timeout: Duration,
+}
+
+fn select_benchmark_params() -> BenchmarkParams {
+    let benchmark_mode = std::env::var("BENCHMARK_MODE").unwrap_or_else(|_| "insecure".to_string());
+    let is_secure_mode = benchmark_mode == "secure";
+
+    let bfv_preset = if is_secure_mode {
+        BfvPreset::SecureThreshold8192
+    } else {
+        DEFAULT_BFV_PRESET
+    };
+
+    // λ is part of the preset metadata; using a hard-coded value here will mix parameter
+    // families and can invalidate noise/security assumptions.
+    let lambda = bfv_preset.metadata().lambda;
+
+    let preset_subdir = if is_secure_mode {
+        "secure-8192"
+    } else {
+        "insecure-512"
+    };
+
+    let collection_timeout_secs = if is_secure_mode {
+        Some((1800, 7200, 7200))
+    } else {
+        None
+    };
+
+    let pubkey_flow_timeout = if is_secure_mode {
+        Duration::from_secs(15_000)
+    } else {
+        Duration::from_secs(5_000)
+    };
+    let plaintext_flow_timeout = if is_secure_mode {
+        Duration::from_secs(3_000)
+    } else {
+        Duration::from_secs(1_000)
+    };
+
+    BenchmarkParams {
+        preset_subdir,
+        bfv_preset,
+        lambda,
+        collection_timeout_secs,
+        pubkey_flow_timeout,
+        plaintext_flow_timeout,
+    }
+}
+
+/// RAII guard that restores the benchmark-specific collector-timeout env vars on scope exit.
+/// This prevents leaking secure-mode tuning into other tests/processes.
+struct EnvTimeoutVarsGuard {
+    enc: Option<OsString>,
+    thr: Option<OsString>,
+    dec_shared: Option<OsString>,
+}
+
+impl EnvTimeoutVarsGuard {
+    fn new() -> Self {
+        Self {
+            enc: std::env::var_os("E3_ENCRYPTION_KEY_COLLECTION_TIMEOUT_SECS"),
+            thr: std::env::var_os("E3_THRESHOLD_SHARE_COLLECTION_TIMEOUT_SECS"),
+            dec_shared: std::env::var_os("E3_DECRYPTION_KEY_SHARED_COLLECTION_TIMEOUT_SECS"),
+        }
+    }
+}
+
+impl Drop for EnvTimeoutVarsGuard {
+    fn drop(&mut self) {
+        fn restore(name: &str, original: &Option<OsString>) {
+            if let Some(v) = original {
+                std::env::set_var(name, v);
+            } else {
+                std::env::remove_var(name);
+            }
+        }
+
+        restore("E3_ENCRYPTION_KEY_COLLECTION_TIMEOUT_SECS", &self.enc);
+        restore("E3_THRESHOLD_SHARE_COLLECTION_TIMEOUT_SECS", &self.thr);
+        restore(
+            "E3_DECRYPTION_KEY_SHARED_COLLECTION_TIMEOUT_SECS",
+            &self.dec_shared,
+        );
+    }
+}
+
 /// Create a ZkBackend for integration tests.
 /// If a local bb binary is found, uses it with fixture files (fast path).
 /// Otherwise, calls `ensure_installed()` to download bb + circuits (CI path).
-async fn setup_test_zk_backend() -> Result<(ZkBackend, tempfile::TempDir)> {
+async fn setup_test_zk_backend(
+    preset_subdir: &'static str,
+) -> Result<(ZkBackend, tempfile::TempDir)> {
     let temp = get_tempdir().unwrap();
     let temp_path = temp.path();
     let noir_dir = temp_path.join("noir");
@@ -168,8 +270,7 @@ async fn setup_test_zk_backend() -> Result<(ZkBackend, tempfile::TempDir)> {
         }
 
         // ── recursive/ variant (inner/base proofs, uses .vk_noir) ──────────
-        // Tests use insecure params, so fixtures go under insecure-512/
-        let preset_dir = circuits_dir.join("insecure-512");
+        let preset_dir = circuits_dir.join(preset_subdir);
 
         let rv = preset_dir.join("recursive");
 
@@ -758,6 +859,18 @@ fn repeat(ch: char, num: usize) -> String {
     s
 }
 
+fn to_hex(bytes: &[u8]) -> String {
+    let mut out = String::from("0x");
+    for b in bytes {
+        out.push_str(&format!("{:02x}", b));
+    }
+    out
+}
+
+fn json_escape(s: &str) -> String {
+    s.replace('\\', "\\\\").replace('"', "\\\"")
+}
+
 impl Report {
     pub fn push(&mut self, repo: (&str, Duration)) {
         let (label, dur) = repo;
@@ -826,8 +939,25 @@ async fn test_trbfv_actor() -> Result<()> {
     let system = EventSystem::new().with_fresh_bus();
     let bus = system.handle()?.enable("test");
 
-    // Parameters (128bits of security)
-    let params_raw = BfvParamSet::from(DEFAULT_BFV_PRESET).build_arc();
+    // Parameters selected by benchmark mode.
+    let benchmark_params = select_benchmark_params();
+    let _env_guard = EnvTimeoutVarsGuard::new();
+    if let Some((enc, threshold, dec_shared)) = benchmark_params.collection_timeout_secs {
+        std::env::set_var("E3_ENCRYPTION_KEY_COLLECTION_TIMEOUT_SECS", enc.to_string());
+        std::env::set_var(
+            "E3_THRESHOLD_SHARE_COLLECTION_TIMEOUT_SECS",
+            threshold.to_string(),
+        );
+        std::env::set_var(
+            "E3_DECRYPTION_KEY_SHARED_COLLECTION_TIMEOUT_SECS",
+            dec_shared.to_string(),
+        );
+    }
+
+    let pubkey_flow_timeout = benchmark_params.pubkey_flow_timeout;
+    let plaintext_flow_timeout = benchmark_params.plaintext_flow_timeout;
+
+    let params_raw = BfvParamSet::from(benchmark_params.bfv_preset).build_arc();
 
     // Encoded Params
     let params = ArcBytes::from_bytes(&encode_bfv_params(&params_raw.clone()));
@@ -837,11 +967,9 @@ async fn test_trbfv_actor() -> Result<()> {
     let threshold_n = 3;
     let esi_per_ct = 1;
 
-    // WARNING: INSECURE SECURITY PARAMETER LAMBDA.
-    // This is just for INSECURE parameter set.
-    // This is not secure and should not be used in production.
-    // For production use lambda = 80.
-    let lambda = 2;
+    // Statistical security parameter λ used for smudging bound / error_size.
+    // Comes from the selected BFV preset metadata to avoid mixing parameter families.
+    let lambda = benchmark_params.lambda;
 
     let seed = create_seed_from_u64(123);
     let error_size = ArcBytes::from_bytes(&BigUint::to_bytes_be(&calculate_error_size(
@@ -862,7 +990,7 @@ async fn test_trbfv_actor() -> Result<()> {
     let multithread_report = MultithreadReport::new(max_threadroom, concurrent_jobs).start();
 
     // Setup ZK backend for proof generation/verification
-    let (zk_backend, _zk_temp) = setup_test_zk_backend().await?;
+    let (zk_backend, _zk_temp) = setup_test_zk_backend(benchmark_params.preset_subdir).await?;
 
     let nodes = CiphernodeSystemBuilder::new()
         // All nodes run the same binary under the aggregator-committee model.
@@ -946,7 +1074,7 @@ async fn test_trbfv_actor() -> Result<()> {
     //
     //   - m=1.
     //   - n=3
-    //   - lambda=2
+    //   - lambda -> calculate_error_size uses the selected BFV preset metadata
     //   - error_size -> calculate using calculate_error_size
     //   - esi_per_ciphertext = 1
     ///////////////////////////////////////////////////////////////////////////////////
@@ -965,7 +1093,7 @@ async fn test_trbfv_actor() -> Result<()> {
         seed: seed.clone(),
         error_size,
         esi_per_ct: esi_per_ct as usize,
-        params_preset: DEFAULT_BFV_PRESET,
+        params_preset: benchmark_params.bfv_preset,
         params,
         proof_aggregation_enabled,
     };
@@ -1052,8 +1180,8 @@ async fn test_trbfv_actor() -> Result<()> {
         .take_history_with_timeouts(
             0,
             expected_events.len(),
-            Some(Duration::from_secs(5000)),
-            Some(Duration::from_secs(5000)),
+            Some(pubkey_flow_timeout),
+            Some(pubkey_flow_timeout),
         )
         .await
         .map_err(|e| anyhow::anyhow!("FAILURE on node 0: {expected_events:?} : {e}"))?;
@@ -1203,14 +1331,19 @@ async fn test_trbfv_actor() -> Result<()> {
     expected_events.extend_from_slice(&DS3);
     expected_events.push("PlaintextAggregated");
 
+    println!(
+        "[bench-progress] waiting for PlaintextAggregated flow on observer node (expected events: {})",
+        expected_events.len()
+    );
     let h = expect_node_events_with_timeouts(
         &nodes,
         0,
         &expected_events,
-        Duration::from_secs(1000),
-        Duration::from_secs(1000),
+        plaintext_flow_timeout,
+        plaintext_flow_timeout,
     )
     .await?;
+    println!("[bench-progress] PlaintextAggregated observed on collector path");
 
     let active_aggregator_history = nodes.get_history(active_aggregator_index).await?;
     const C6_VERIFY_PREFIX: [&str; 19] = [
@@ -1340,13 +1473,6 @@ async fn test_trbfv_actor() -> Result<()> {
             dkg_aggregator_proof.as_ref(),
             decryption_aggregator_proofs.first(),
         ) {
-            fn to_hex(bytes: &[u8]) -> String {
-                let mut out = String::from("0x");
-                for b in bytes {
-                    out.push_str(&format!("{:02x}", b));
-                }
-                out
-            }
             let json = format!(
                 concat!(
                     "{{\n",
@@ -1404,6 +1530,91 @@ async fn test_trbfv_actor() -> Result<()> {
     println!("{}", mt_report);
 
     report.push(("Entire Test", whole_test.elapsed()));
+    if let Ok(path) = std::env::var("BENCHMARK_SUMMARY_OUTPUT") {
+        let operation_timings_json = mt_report
+            .operation_timings_sec()
+            .iter()
+            .map(|op| {
+                format!(
+                    "    {{\"name\": \"{}\", \"avg_seconds\": {:.9}, \"runs\": {}, \"total_seconds\": {:.9}}}",
+                    json_escape(&op.name),
+                    op.avg_seconds,
+                    op.runs,
+                    op.total_seconds
+                )
+            })
+            .collect::<Vec<_>>()
+            .join(",\n");
+
+        let timings_json = report
+            .inner
+            .iter()
+            .map(|(label, duration)| {
+                format!(
+                    "    {{\"label\": \"{}\", \"seconds\": {:.9}}}",
+                    json_escape(label),
+                    duration.as_secs_f64()
+                )
+            })
+            .collect::<Vec<_>>()
+            .join(",\n");
+
+        let folded_section = if let (Some(dkg_proof), Some(dec_proof)) = (
+            dkg_aggregator_proof.as_ref(),
+            decryption_aggregator_proofs.first(),
+        ) {
+            format!(
+                concat!(
+                    "  \"folded_artifacts\": {{\n",
+                    "    \"dkg_aggregator\": {{\n",
+                    "      \"proof_hex\": \"{}\",\n",
+                    "      \"public_inputs_hex\": \"{}\"\n",
+                    "    }},\n",
+                    "    \"decryption_aggregator\": {{\n",
+                    "      \"proof_hex\": \"{}\",\n",
+                    "      \"public_inputs_hex\": \"{}\"\n",
+                    "    }}\n",
+                    "  }}\n"
+                ),
+                to_hex(&dkg_proof.data),
+                to_hex(&dkg_proof.public_signals),
+                to_hex(&dec_proof.data),
+                to_hex(&dec_proof.public_signals),
+            )
+        } else {
+            String::from("  \"folded_artifacts\": null\n")
+        };
+
+        let summary_json = format!(
+            concat!(
+                "{{\n",
+                "  \"integration_test\": \"test_trbfv_actor\",\n",
+                "  \"multithread\": {{\n",
+                "    \"rayon_threads\": {},\n",
+                "    \"max_simultaneous_rayon_tasks\": {},\n",
+                "    \"cores_available\": {}\n",
+                "  }},\n",
+                "  \"operation_timings\": [\n",
+                "{}\n",
+                "  ],\n",
+                "  \"operation_timings_total_seconds\": {:.9},\n",
+                "  \"timings_seconds\": [\n",
+                "{}\n",
+                "  ],\n",
+                "{}",
+                "}}\n"
+            ),
+            mt_report.rayon_threads(),
+            mt_report.max_simultaneous_rayon_tasks(),
+            mt_report.cores_available(),
+            operation_timings_json,
+            mt_report.tracked_total_seconds(),
+            timings_json,
+            folded_section
+        );
+        fs::write(&path, summary_json)?;
+        println!("Wrote benchmark summary to {path}");
+    }
     println!("{}", report.serialize());
 
     Ok(())
@@ -1628,7 +1839,8 @@ async fn test_stopped_keyshares_retain_state() -> Result<()> {
         Ok(result)
     }
 
-    let (zk_backend, _zk_temp) = setup_test_zk_backend().await?;
+    let (zk_backend, _zk_temp) =
+        setup_test_zk_backend(select_benchmark_params().preset_subdir).await?;
 
     let e3_id = E3id::new("1234", 1);
     let (rng, cn1_address, cn1_data, cn2_address, cn2_data, cipher, history, params, crpoly) = {
@@ -1883,7 +2095,8 @@ async fn test_duplicate_e3_id_with_different_chain_id() -> Result<()> {
     // Setup
     let (bus, rng, seed, params, crpoly, _, _) = get_common_setup(None)?;
     let cipher = Arc::new(Cipher::from_password("Don't tell anyone my secret").await?);
-    let (zk_backend, _zk_temp) = setup_test_zk_backend().await?;
+    let (zk_backend, _zk_temp) =
+        setup_test_zk_backend(select_benchmark_params().preset_subdir).await?;
 
     // Setup actual ciphernodes and dispatch add events
     let ciphernodes = create_local_ciphernodes(&bus, &rng, 3, &cipher, zk_backend.clone()).await?;