📊 Copilot Token Usage Report2026-04-19

[github-actions]

Overview

Period: 2026-04-18T18:01Z to 2026-04-19T10:23Z (~16 hours)
Runs analyzed: 50 (46 had token data)
Total tokens: 10,260,541 across all workflows
Effective tokens: 11,799,241 (includes cache multipliers)
Total Actions minutes: 253 min
Total errors: 10 across all runs

i️ No cost data is available — estimated_cost is 0 for all runs (likely because the api-proxy cost calculation is not configured for this engine). Token counts remain meaningful for relative comparisons.

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Workflow Summary

Workflow	Runs	Total Tokens	Avg Tokens/Run	Avg Turns	Errors	Actions Min
Build Test Suite	8	4,466K	558K	1.0	2	46
Smoke Services	9	1,796K	200K	0.9	6	38
Smoke Copilot	10	1,285K	128K	1.0	0	39
Smoke Copilot BYOK	9	1,127K	125K	1.0	0	36
Pelis Agent Factory Advisor	1	323K	323K	1.0	0	6
Firewall Issue Dispatcher	3	312K	104K	1.0	0	12
Daily Claude Token Optimization Advisor	1	208K	208K	1.0	0	26
Daily Claude Token Usage Analyzer	1	196K	196K	1.0	0	17
Smoke Chroot	5	341K	68K	0.8	2	24
Dependency Security Monitor	1	121K	121K	1.0	0	4
Issue Duplication Detector	1	84K	84K	1.0	0	4
Daily Copilot Token Usage Analyzer	1	0	0	0	0	1

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🔍 Optimization Opportunities

1. Build Test Suite — 558K tokens/run (highest per-run), 4.47M total

   • At 558K avg tokens/run with 142 total API requests across 8 runs, this is the dominant consumer
   • High cache read ratio (4.09M / 4.77M input = ~86%) is a positive sign — caching is working well
   • 2 cancelled runs contributed 0 tokens; consider whether retries inflate totals
   • Review if the system prompt or tool surface can be reduced

2. Smoke Services — 200K tokens/run, 6/9 runs had errors (67% error rate ⚠️)

   • 3 cancelled runs and 1 failure indicate reliability issues
   • Error rate exceeds 30% threshold — investigate root cause
   • High cache read ratio (1.56M / 1.79M = ~88%) suggests stable prompts

3. Pelis Agent Factory Advisor — 323K tokens in a single run (highest single-run count)

   • Only 1 run in the period so no trend data; monitor for consistent high usage

4. Daily Claude Token Optimization/Usage Analyzers — ~200K tokens each for reporting workflows

   • These are meta-analysis workflows that consume significant tokens to analyze other runs
   • Consider whether prompts can be trimmed or outputs compressed

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Per-Workflow Details

Build Test Suite

• Runs: 8 — §24615927574 §24615910444 §24615841394 §24615750546 §24612740331 §24612543379 §24612464736 §24610775092
• Total tokens: 4,466K (avg 558K/run)
• Input/Output/Cache-read: 4,759K / 53K / 4,089K
• API requests: 142 total (avg 18/run)
• Turns: 8 total (1/run)
• Error rate: 2/8 runs (both cancelled)

Smoke Services

• Runs: 9 — §24617852922 §24615927591 §24615924148 §24615910455 §24615841404 §24615750569 §24612740337 §24612543352 §24610775065
• Total tokens: 1,796K (avg 200K/run; 0 for cancelled run)
• Input/Output/Cache-read: 1,787K / 9K / 1,564K
• API requests: 60 total (avg 7/run)
• Turns: 8 total
• Error rate: 6/9 runs ⚠️ (3 cancelled, 1 failure, 2 errors in success runs)

Smoke Copilot

• Runs: 10
• Total tokens: 1,285K (avg 128K/run)
• Input/Output/Cache-read: 1,275K / 10K / 1,028K
• API requests: 50 total (avg 5/run)
• Error rate: 0/10 ✅

Smoke Copilot BYOK

• Runs: 9
• Total tokens: 1,127K (avg 125K/run)
• Input/Output/Cache-read: 1,119K / 8K / 900K
• API requests: 44 total (avg 5/run)
• Error rate: 0/9 ✅

Smoke Chroot

• Runs: 5
• Total tokens: 341K (avg 68K/run)
• Input/Output/Cache-read: 339K / 2K / 224K
• API requests: 12 total
• Error rate: 2/5 runs ⚠️

Pelis Agent Factory Advisor

• Runs: 1 — §run
• Total tokens: 323K
• Input/Output/Cache-read: 317K / 7K / 273K
• API requests: 9

Firewall Issue Dispatcher

• Runs: 3
• Total tokens: 312K (avg 104K/run)
• Input/Output/Cache-read: 311K / 2K / 232K
• API requests: 12 total
• Error rate: 0/3 ✅

Daily Claude Token Optimization Advisor

• Runs: 1
• Total tokens: 208K
• Input/Output/Cache-read: 200K / 9K / 149K
• API requests: 6

Daily Claude Token Usage Analyzer

• Runs: 1
• Total tokens: 196K
• Input/Output/Cache-read: 192K / 5K / 154K
• API requests: 6

Dependency Security Monitor

• Runs: 1
• Total tokens: 121K
• Input/Output/Cache-read: 120K / 1K / 88K

Issue Duplication Detector

• Runs: 1
• Total tokens: 84K
• Input/Output/Cache-read: 83K / 1K / 53K

Workflows Without Token Data

Runs where token_usage was null or 0 — these may not have the api-proxy enabled or had incomplete runs:

Workflow	Run	Status
Daily Copilot Token Usage Analyzer	§24626857097	in_progress (current run)
Smoke Services	§24615924148	cancelled
Smoke Chroot	§24615841413	cancelled
Build Test Suite	§24615841394	cancelled

All missing-data cases are either the current in-progress run or cancelled runs — no instrumentation gaps detected.

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Historical Trend

This is the first Copilot token usage report. No historical comparison is available.

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Cache Efficiency Summary

All workflows show strong cache utilization (typically 80–88% of input tokens served from cache), which is a good sign. The high cache ratio suggests prompts are stable across runs, and the prompt caching feature is working effectively.

Workflow	Cache Hit Rate
Build Test Suite	86%
Smoke Services	88%
Smoke Copilot	81%
Smoke Copilot BYOK	80%

References:

• §24626857097 — Daily Copilot Token Usage Analyzer (current run)

Generated by Daily Copilot Token Usage Analyzer · ● 298.9K · ◷