diff --git a/packages/agent-core/src/agent/compaction/micro.ts b/packages/agent-core/src/agent/compaction/micro.ts
index da352db69..e08e5e9ce 100644
--- a/packages/agent-core/src/agent/compaction/micro.ts
+++ b/packages/agent-core/src/agent/compaction/micro.ts
@@ -2,7 +2,10 @@ import type { ContentPart } from '@moonshot-ai/kosong';
 
 import type { Agent } from '..';
 import type { ContextMessage } from '../context';
-import { estimateTokensForContentParts } from '../../utils/tokens';
+import {
+  estimateTokensForContentParts,
+  estimateTokensForMessages,
+} from '../../utils/tokens';
 
 export interface MicroCompactionConfig {
   keepRecentMessages: number;
@@ -65,9 +68,17 @@ export class MicroCompaction {
     this.apply(nextCutoff);
     if (previousCutoff !== nextCutoff) {
       const effect = this.measureEffect(history, nextCutoff);
+      // Whole-context length before/after trimming, mirroring the
+      // `tokensBefore`/`tokensAfter` fields on `compaction_finished` so the
+      // two compaction paths can be compared on the same axis.
+      const contextTokensBefore = estimateTokensForMessages(history);
+      const contextTokensAfter =
+        contextTokensBefore - effect.beforeTokens + effect.afterTokens;
       this.agent.telemetry.track('micro_compaction_applied', {
         ...config,
         ...effect,
+        contextTokensBefore,
+        contextTokensAfter,
         previous_cutoff: previousCutoff,
         cutoff: nextCutoff,
         message_count: history.length,
diff --git a/packages/agent-core/test/agent/compaction/micro.test.ts b/packages/agent-core/test/agent/compaction/micro.test.ts
index bcdeb327e..033333188 100644
--- a/packages/agent-core/test/agent/compaction/micro.test.ts
+++ b/packages/agent-core/test/agent/compaction/micro.test.ts
@@ -480,10 +480,15 @@ describe('MicroCompaction', () => {
       truncatedToolResultCount: 2,
       beforeTokens: expect.any(Number),
       afterTokens: expect.any(Number),
+      contextTokensBefore: expect.any(Number),
+      contextTokensAfter: expect.any(Number),
     });
     expect(numberProperty(event, 'beforeTokens')).toBeGreaterThan(
       numberProperty(event, 'afterTokens'),
     );
+    expect(numberProperty(event, 'contextTokensBefore')).toBeGreaterThan(
+      numberProperty(event, 'contextTokensAfter'),
+    );
 
     expect(ctx.agent.context.messages).toHaveLength(9);
     expect(records.filter((record) => record.event === 'micro_compaction_applied')).toHaveLength(1);