📊 Copilot Token Usage Report2026-05-31

[github-actions]

Overview

Period: 2026-05-30 to 2026-05-31
Runs analyzed: 50 (48 had token data)
Total tokens: 14,979,036 (~15.0M) across all workflows
Total effective tokens: 150,497,529 (~150.5M, includes cache multipliers)
Total Actions minutes: 213 min
Total turns: 397

⚠️ estimated_cost is not available in the current data (all values are $0.00). Token counts and effective tokens are reported instead.

Workflow Summary

Workflow	Runs	Total Tokens	Avg Tokens/Run	Eff Tokens	Turns	Avg Turns
API Surface & Export Audit	5	3,273K	655K	32,835K	83	16.6
Build Test Suite	4	1,997K	499K	20,113K	47	11.8
Test Coverage Reporter	6	1,957K	326K	20,059K	52	8.7
Smoke Services	5	1,231K	246K	12,203K	39	7.8
Smoke Copilot	7	1,076K	154K	10,615K	37	5.3
Firewall Issue Dispatcher	3	1,015K	338K	10,099K	31	10.3
CI/CD Pipelines & Integration Tests Gap Assessment	1	910K	910K	9,104K	15	15.0
Smoke Copilot BYOK	6	857K	143K	8,481K	29	4.8
Smoke OTel Tracing	2	540K	270K	5,377K	15	7.5
Refactoring Opportunity Scanner	1	460K	460K	4,691K	13	13.0
Duplicate Code Detector	1	444K	444K	4,622K	6	1.0
Pelis Agent Factory Advisor	1	322K	322K	3,308K	8	8.0
Daily Claude Token Usage Analyzer	1	319K	319K	3,309K	8	8.0
Smoke Chroot	4	315K	79K	3,068K	12	3.0
Dependency Security Monitor	1	263K	263K	2,614K	3	7.0
Daily Copilot Token Usage Analyzer	1	—	—	—	0	—
Daily Claude Token Optimization Advisor	1	—	—	—	0	—

🔍 Optimization Opportunities

1. API Surface & Export Audit — 655K tokens/run avg, 16.6 turns/run avg ⚠️

   • Highest total token consumer (3.3M tokens over 5 runs)
   • One run spiked to 1.5M tokens / 33 turns — investigate what caused the anomaly (§26687881339)
   • Consider splitting into smaller scoped audits or caching intermediate results

2. Build Test Suite — 499K tokens/run avg, 11.8 turns/run avg ⚠️

   • High per-run token count for a CI workflow
   • Review if test result summaries can be pre-computed deterministically before agent turn

3. CI/CD Pipelines & Integration Tests Gap Assessment — 910K tokens (single run), 15 turns ⚠️

   • Single-run workflow with highest per-run token count
   • Review prompt scope and whether analysis can be bounded

4. Duplicate Code Detector — 444K tokens in a single 1-turn run 📌

   • Very high token count for just 1 turn suggests a large context window loading
   • Consider chunking the codebase input or pre-filtering files before the agent sees them

5. Daily Copilot / Claude Token Usage Analyzers — 0 tokens recorded 📌

   • Currently in-progress or just started; verify api-proxy token tracking is functioning in subsequent runs

Per-Workflow Run Details

API Surface & Export Audit

• Runs: 5 | Total tokens: 3,273K | Avg: 655K/run | Total turns: 83 (avg 16.6)
• §26688179340 — 447,959 tokens, 14 turns ✅
• §26687881339 — 1,536,479 tokens, 33 turns ✅ ⚠️ spike
• §26686717200 — 317,082 tokens, 9 turns ✅
• §26686677378 — 286,095 tokens, 9 turns ✅
• §26686034356 — 685,327 tokens, 18 turns ✅

Build Test Suite

• Runs: 4 | Total tokens: 1,997K | Avg: 499K/run | Total turns: 47 (avg 11.8)
• §26687786990 — 717,615 tokens, 17 turns ✅
• §26687379804 — 381,044 tokens, 9 turns ✅
• §26687256177 — 546,336 tokens, 13 turns ✅
• §26687026271 — 351,591 tokens, 8 turns ✅

Test Coverage Reporter

• Runs: 6 | Total tokens: 1,957K | Avg: 326K/run | Total turns: 52 (avg 8.7)
• §26704753447 — 216,791 tokens, 6 turns ✅
• §26688179342 — 467,238 tokens, 12 turns ✅
• §26687881329 — 399,785 tokens, 11 turns ✅
• §26686717177 — 305,078 tokens, 8 turns ✅
• §26686677375 — 253,176 tokens, 7 turns ✅
• §26686034371 — 314,720 tokens, 8 turns ✅

Smoke Services

• Runs: 5 | Total tokens: 1,231K | Avg: 246K/run | Total turns: 39 (avg 7.8)
• §26699882491, §26687786972, §26687379788, §26687256191, §26687026264

Smoke Copilot

• Runs: 7 | Total tokens: 1,076K | Avg: 154K/run | Total turns: 37 (avg 5.3)
• §26699976889, §26688192403, §26687786991, §26687379803, §26687256201, §26687026269, §26686957398

Firewall Issue Dispatcher

• Runs: 3 | Total tokens: 1,015K | Avg: 338K/run | Total turns: 31 (avg 10.3)
• §26706669450, §26699958679, §26691887984

CI/CD Pipelines & Integration Tests Gap Assessment

• Runs: 1 | Total tokens: 910K | Total turns: 15
• §26704901612

Smoke Copilot BYOK

• Runs: 6 | Total tokens: 857K | Avg: 143K/run | Total turns: 29 (avg 4.8)
• §26699976726, §26687786964, §26687379798, §26687256213, §26687026258, §26686957383

Remaining Workflows

• Smoke OTel Tracing (2 runs, 540K tokens): §26687379795, §26687026289
• Refactoring Opportunity Scanner (1 run, 460K tokens): §26687407083
• Duplicate Code Detector (1 run, 444K tokens): §26695922257
• Pelis Agent Factory Advisor (1 run, 322K tokens): §26696616180
• Daily Claude Token Usage Analyzer (1 run, 319K tokens): §26708637938
• Smoke Chroot (4 runs, 315K tokens): §26687786977, §26687379781, §26687256205, §26687026267
• Dependency Security Monitor (1 run, 263K tokens): §26706118090

Workflows Without Token Data

The following workflows had no token data (in-progress or api-proxy not yet active):

• Daily Copilot Token Usage Analyzer — §26708855689 (this run, in_progress)
• Daily Claude Token Optimization Advisor — §26708801549

Historical Trend

This is the first Copilot token usage report for this period. Search for previous reports:
label:token-usage-report

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References:

• §26708855689 — This workflow run
• §26687881339 — API Surface spike (1.5M tokens, 33 turns)
• §26695922257 — Duplicate Code Detector (444K tokens, 1 turn)

Generated by Daily Copilot Token Usage Analyzer · sonnet46 1.2M · ◷

[github-actions]

This issue is being closed as outdated. A newer issue has been created: #4113

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This action was performed automatically by the Daily Copilot Token Usage Analyzer workflow.