📊 Copilot Token Usage Report2026-10-25
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Nobody has claimed this yet.
Assessment
- Difficulty
- 5/5
- Estimated time
- Over a week
- Newbie friendliness
- 1/100
- Issue type
- Documentation
- Clarity
- Needs clarification
- Activity status
- Active
- Tech stack
- github-actions
- Domain
- observability
Research direction
This issue is a generated Copilot token usage report, with no requested code or documentation change, file, or test identified. Start by checking the report’s linked workflow run and the repository’s workflow configuration to determine whether any follow-up is requested; the issue itself does not define a completion criterion.
Written by the indexing model from the issue text.
Description
Overview
Period: 2026-10-25 to 2026-10-25
Runs analyzed: 50 (41 had token data)
Total tokens: 1,193,320 across all workflows
Estimated total cost: $394.54 (using recorded AIC where estimated_cost was unavailable)
Total Actions minutes: 708.0 min
Workflow Summary
| Workflow | Runs | Total Tokens | Avg Tokens | Cost | Avg Cost | Turns |
|---|---|---|---|---|---|---|
| Build Test Suite | 3 | 13K | 4K | $60.48 | $20.16 | 0 |
| Smoke Copilot | 5 | 26K | 5K | $59.01 | $11.80 | 0 |
| Smoke OTel Tracing | 4 | 6K | 1K | $55.23 | $13.81 | 0 |
| Smoke Copilot Network Isolation | 4 | 24K | 6K | $48.76 | $12.19 | 0 |
| Smoke Chroot | 3 | 14K | 5K | $28.33 | $9.44 | 0 |
| Smoke Copilot BYOK | 5 | 25K | 5K | $28.14 | $5.63 | 0 |
| Smoke Copilot BYOK AOAI (api-key) | 4 | 592K | 148K | $26.48 | $6.62 | 0 |
| Smoke Services | 5 | 9K | 2K | $23.33 | $4.67 | 0 |
| Auth Doctor Updater | 1 | 11K | 11K | $18.15 | $18.15 | 0 |
| Firewall Issue Dispatcher | 1 | 2K | 2K | $17.54 | $17.54 | 0 |
| Test Coverage Improver | 1 | 1K | 1K | $14.07 | $14.07 | 0 |
| Smoke Copilot BYOK AOAI (Entra) | 3 | 242K | 81K | $10.60 | $3.53 | 0 |
| Test Coverage Reporter | 3 | 23K | 8K | $2.30 | $0.77 | 0 |
| Smoke Cloud Hypervisor | 3 | 207K | 69K | $2.12 | $0.71 | 0 |
| Dependency Security Monitor | 1 | 0 | 0 | $0.00 | $0.00 | 0 |
| Issue Duplication Detector | 1 | 0 | 0 | $0.00 | $0.00 | 0 |
| Smoke Enclave Build Test | 1 | 0 | 0 | $0.00 | $0.00 | 0 |
| Smoke Enclave Dynamic Issues Read | 1 | 0 | 0 | $0.00 | $0.00 | 0 |
| Smoke Enclave Issues Read | 1 | 0 | 0 | $0.00 | $0.00 | 0 |
🔍 Optimization Opportunities
-
Smoke Copilot BYOK AOAI (api-key) — $6.62/run, 148K tokens/run
- $6.62/run exceeds the $1 threshold; review whether the workflow is doing too much
- 148K/run exceeds the 100K threshold; reduce prompt or MCP tool surface
-
Smoke Copilot BYOK AOAI (Entra) — $3.53/run, 81K tokens/run
- $3.53/run exceeds the $1 threshold; review whether the workflow is doing too much
- 67% of runs reported errors; investigate reliability before optimizing token use
-
Smoke Copilot — $11.80/run, 5K tokens/run
- $11.80/run exceeds the $1 threshold; review whether the workflow is doing too much
-
Smoke Copilot BYOK — $5.63/run, 5K tokens/run
- $5.63/run exceeds the $1 threshold; review whether the workflow is doing too much
-
Smoke Copilot Network Isolation — $12.19/run, 6K tokens/run
- $12.19/run exceeds the $1 threshold; review whether the workflow is doing too much
-
Smoke Chroot — $9.44/run, 5K tokens/run
- $9.44/run exceeds the $1 threshold; review whether the workflow is doing too much
-
Build Test Suite — $20.16/run, 4K tokens/run
- $20.16/run exceeds the $1 threshold; review whether the workflow is doing too much
-
Auth Doctor Updater — $18.15/run, 11K tokens/run
- $18.15/run exceeds the $1 threshold; review whether the workflow is doing too much
<b>Top Per-Workflow Details</b>
Smoke Copilot BYOK AOAI (api-key)
- Runs: 4 (40166022002, 40149821475, 40146905990, 40146872155)
- Total tokens: 592K (avg 148K/run)
- Estimated cost: $26.48 (avg $6.62/run)
- Turns: 0 total (turn data unavailable where omitted)
- Model breakdown: o4-mini-aw (4)
- Error rate: 0/4 runs; warnings: 0
Smoke Copilot BYOK AOAI (Entra)
- Runs: 3 (40166021996, 40148688321, 40146905579)
- Total tokens: 242K (avg 81K/run)
- Estimated cost: $10.60 (avg $3.53/run)
- Turns: 0 total (turn data unavailable where omitted)
- Model breakdown: o4-mini-aw (2), auto (1)
- Error rate: 2/3 runs; warnings: 0
Smoke Cloud Hypervisor
- Runs: 3 (40166021851, 40146905679, 40146872203)
- Total tokens: 207K (avg 69K/run)
- Estimated cost: $2.12 (avg $0.71/run)
- Turns: 0 total (turn data unavailable where omitted)
- Model breakdown: gpt-5.4-mini (3)
- Error rate: 0/3 runs; warnings: 0
Smoke Copilot
- Runs: 5 (40166021838, 40149478285, 40146905662, 40146872146, 40146824271)
- Total tokens: 26K (avg 5K/run)
- Estimated cost: $59.01 (avg $11.80/run)
- Turns: 0 total (turn data unavailable where omitted)
- Model breakdown: claude-sonnet-5.5 (5)
- Error rate: 0/5 runs; warnings: 0
Smoke Copilot BYOK
- Runs: 5 (40166021840, 40149378187, 40146905753, 40146872145, 40146824227)
- Total tokens: 25K (avg 5K/run)
- Estimated cost: $28.14 (avg $5.63/run)
- Turns: 0 total (turn data unavailable where omitted)
- Model breakdown: claude-haiku-4.5 (5)
- Error rate: 0/5 runs; warnings: 0
Smoke Copilot Network Isolation
- Runs: 4 (40166021789, 40149348008, 40146905743, 40146872122)
- Total tokens: 24K (avg 6K/run)
- Estimated cost: $48.76 (avg $12.19/run)
- Turns: 0 total (turn data unavailable where omitted)
- Model breakdown: claude-sonnet-5.5 (4)
- Error rate: 0/4 runs; warnings: 0
Test Coverage Reporter
- Runs: 3 (40162431572, 40149487271, 40149334607)
- Total tokens: 23K (avg 8K/run)
- Estimated cost: $2.30 (avg $0.77/run)
- Turns: 0 total (turn data unavailable where omitted)
- Model breakdown: claude-haiku-5.5 (3)
- Error rate: 0/3 runs; warnings: 0
Smoke Chroot
- Runs: 3 (40166021864, 40146905589, 40146872164)
- Total tokens: 14K (avg 5K/run)
- Estimated cost: $28.33 (avg $9.44/run)
- Turns: 0 total (turn data unavailable where omitted)
- Model breakdown: claude-sonnet-5.5 (3)
- Error rate: 0/3 runs; warnings: 0
Build Test Suite
- Runs: 3 (40166021945, 40146905683, 40146872159)
- Total tokens: 13K (avg 4K/run)
- Estimated cost: $60.48 (avg $20.16/run)
- Turns: 0 total (turn data unavailable where omitted)
- Model breakdown: claude-sonnet-5.5 (3)
- Error rate: 0/3 runs; warnings: 0
Auth Doctor Updater
- Runs: 1 (40158115910)
- Total tokens: 11K (avg 11K/run)
- Estimated cost: $18.15 (avg $18.15/run)
- Turns: 0 total (turn data unavailable where omitted)
- Model breakdown: claude-sonnet-5.5 (1)
- Error rate: 0/1 runs; warnings: 0
<b>Workflows Without Token Data</b>
- Dependency Security Monitor — run 40167035179
- Smoke Copilot BYOK AOAI (Entra) — run 40166021996
- Issue Duplication Detector — run 40149989636
- Smoke Enclave Build Test — run 40149960978
- Smoke Enclave Dynamic Issues Read — run 40149771987
- Smoke Enclave Issues Read — run 40149416011
- Smoke Services — run 40148947043
- Smoke Services — run 40146905647
- Smoke Services — run 40146824205
Historical Trend
No accessible previous token-usage report was available for comparison; the historical issue search results were integrity-filtered. This report establishes the baseline for future comparisons.
Previous Report
No previous report link available.
Generated by Daily Copilot Token Usage Analyzer · copilot · gpt54mini · 2.48 AIC · ⊞ 30.6K · ◷
- Dominant language
- TypeScript
- Stars
- 150
- Forks
- 76
- Avg merge
- 4h 10m
- Merged PRs (30d)
- 457
Getting set up
- No Dockerfile or Docker Compose file
- No pull request template
- Read the contributing guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
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