📊 Copilot Token Usage Report2026-06-07

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Overview

Period: 2026-06-06T18:07Z to 2026-06-07T09:31Z (~15.4 hours)
Runs analyzed: 50 (47 had token data)
Total raw tokens: 25.2M ⬆️ +7.2% vs yesterday (23.5M) | Effective tokens: 215.6M ⬇️ -14.2%
Total Actions minutes: 328 min ⬆️ +6.8% | Agent turns: 49 ⬇️ -9.3% | Errors: 4 ⬇️ -33%

i️ No estimated_cost data available. Effective tokens (cost-normalized) used as primary indicator. BYOK/AOAI workflows show <1× eff/raw ratio; standard Copilot workflows show ~10×.

Workflow Summary

Sorted by total effective tokens (highest first)

Workflow	Runs	Total Tokens	Avg/Run	Eff Tokens	Avg Eff/Run	Errors
Build Test Suite	4	4.2M	1.1M	42.7M	10.7M	1/4 ⚠️
Firewall Issue Dispatcher	3	3.5M	1.2M	35.2M	11.7M	0/3 ✅
Duplicate Code Detector	1	2.5M	2.5M	25.0M	25.0M	0/1 ✅
CI/CD Pipelines Gap Assessment	1	1.8M	1.8M	17.9M	17.9M	0/1 ✅
Smoke OTel Tracing	3	1.7M	565K	16.9M	5.6M	0/3 ✅
Test Coverage Reporter	3	1.6M	543K	16.9M	5.6M	0/3 ✅
Smoke Services	5	1.6M	314K	15.6M	3.1M	0/5 ✅
Issue Duplication Detector	4	994K	249K	10.0M	2.5M	0/4 ✅
Dependency Security Monitor	1	851K	851K	8.7M	8.7M	0/1 ✅
Smoke Copilot	5	860K	172K	8.6M	1.7M	0/5 ✅
Daily Claude Token Usage Analyzer	1	795K	795K	8.4M	8.4M	0/1 ✅
Pelis Agent Factory Advisor	1	431K	431K	4.6M	4.6M	0/1 ✅
Smoke Chroot	3	301K	100K	3.0M	990K	0/3 ✅
Smoke Copilot BYOK AOAI (Entra)	4	1.8M	445K	1.1M	266K	2/4 ⚠️
Smoke Copilot BYOK AOAI (api-key)	4	1.3M	324K	793K	198K	0/4 ✅
Smoke Copilot BYOK	4	1.1M	283K	412K	103K	0/4 ✅

🔍 Optimization Opportunities

1. Build Test Suite — one failure (§27070894953) used 2.5M raw + 25.2M eff — 4× the normal amount. Investigate what drove token spend before the failure.

2. Firewall Issue Dispatcher — avg 1.2M raw/run with high variability (261K–2.1M). Latest run (§27086434217) used 8× more tokens than oldest in window; review if issue volume is driving the spike.

3. Duplicate Code Detector — single run at 2.5M raw + 25.0M eff; confirm whether codebase diff size has grown.

4. Smoke Copilot BYOK AOAI (Entra) — 50% failure rate (2/4 runs); auth/connectivity instability flagged yesterday (60%) continues.

5. Test Coverage Improver — failed before reporting tokens; 3 runs in 2 days with no token data.

Workflows Without Token Data (3 runs)

Workflow	Status	Reason
Daily Claude Token Optimization Advisor §27088576857	in_progress	Still executing at report time
Daily Copilot Token Usage Analyzer §27088714527	in_progress	This run
Test Coverage Improver §27088176845	failure	Failed before token reporting

Historical Trend

Metric	2026-06-05	2026-06-06	2026-06-07	Δ (1d)
Total raw tokens	24.4M	23.5M	25.2M	⬆️ +7.2%
Effective tokens	246.8M	251.3M	215.6M	⬇️ -14.2%
Action minutes	306	307	328	⬆️ +6.8%
Agent turns	47	54	49	⬇️ -9.3%
Errors	4	6	4	⬇️ -33%

Raw tokens up slightly; effective tokens dropped 14% (BYOK/AOAI workflows with low eff/raw ratios represent a larger share today). Errors improved. Main concerns: Build Test Suite failure-run token spike; Smoke Copilot BYOK AOAI (Entra) reliability.

Previous Report

📊 Copilot Token Usage Report 2026-06-06 — #4427

References:

• §27088714527 — This workflow run

Generated by Daily Copilot Token Usage Analyzer · sonnet46 2.4M · ◷