Overview
Period: 2026-04-29 to 2026-04-30
Runs analyzed: 40 (39 had token data)
Total tokens: 8,496,365 (~8.5M) across all workflows
Estimated total cost: $0.00 (cost tracking via AWF api-proxy; USD cost not yet reported)
Total Actions minutes: 256 min
All runs used model claude-sonnet-4.6 via Copilot provider.
Workflow Summary
| Workflow |
Runs |
Total Tokens |
Avg Tokens/Run |
Turns |
Errors |
| Build Test Suite |
4 |
1,699K |
425K |
4 |
0 |
| Issue Duplication Detector |
10 |
1,507K |
151K |
10 |
4 ⚠️ |
| Documentation Maintainer |
1 |
864K |
864K |
1 |
0 |
| Smoke Copilot |
7 |
859K |
123K |
7 |
0 |
| Firewall Issue Dispatcher |
4 |
797K |
199K |
16 |
0 |
| Smoke Copilot BYOK |
6 |
727K |
121K |
6 |
1 |
| Daily Security Review |
1 |
654K |
654K |
1 |
0 |
| Dependency Security Monitor |
1 |
389K |
389K |
1 |
0 |
| CI/CD Pipelines Gap Assessment |
1 |
372K |
372K |
1 |
0 |
| Daily Claude Token Usage Analyzer |
1 |
280K |
280K |
1 |
0 |
| Pelis Agent Factory Advisor |
1 |
212K |
212K |
1 |
0 |
| Smoke Chroot |
2 |
136K |
68K |
2 |
0 |
| Daily Copilot Token Usage Analyzer |
1 |
0 |
0 |
0 |
0 |
🔍 Optimization Opportunities
-
Issue Duplication Detector — 40% error rate (4/10 runs cancelled with errors) ⚠️
- 4 runs were cancelled mid-execution; reliability issue warrants investigation
- 4 runs had nearly identical token counts (~175K–207K) suggesting redundant concurrent triggers
- Consider deduplicating triggers or adding concurrency limits
-
Build Test Suite — 425K tokens/run average (⚠️ >100K threshold)
- Variability range: 347K–529K across 4 runs; non-determinism likely from test failures or retry logic
- Highest run: 529K — §25137213884
-
Documentation Maintainer — 864K in a single run (⚠️ highest single-run token count today)
- One-off run; acceptable if infrequent, but flag if it becomes recurring
-
Daily Security Review and Threat Modeling — 654K/run (⚠️ high for a daily workflow)
- Consider scoping the review to changed files only rather than full codebase scan
-
Firewall Issue Dispatcher — one anomalous run at 376K (1 turn) vs. other 3 runs at ~140K (5 turns each)
- The high-token single-turn run §25109775398 may have processed a large batch; worth reviewing
Per-Workflow Run Details
Build Test Suite (4 runs)
Issue Duplication Detector (10 runs)
Documentation Maintainer (1 run)
Smoke Copilot (7 runs)
Firewall Issue Dispatcher (4 runs)
Smoke Copilot BYOK (6 runs)
Daily / One-off Workflows
Workflows Without Token Data
Runs where token_usage was null or 0 — these may not have the api-proxy enabled or data not yet available at report time:
- Daily Copilot Token Usage Analyzer (this run) — §25161257866 — token data not yet available at report generation time
Historical Trend
| Date |
Total Tokens |
Runs |
Change |
| 2026-04-30 |
8,496,365 |
40 |
⬇️ -23.7% |
| 2026-04-29 |
11,139,893 |
50 |
⬆️ +19.9% |
| 2026-04-28 |
9,287,181 |
50 |
— |
Today's total is significantly lower than yesterday (-23.7%), largely due to fewer Build Test Suite runs (4 vs 9) and no Smoke Services runs. The previously flagged Firewall Issue Dispatcher spike (886K) has normalized to ~140K/run. Smoke tests remain stable.
Previous Report
📊 Copilot Token Usage Report 2026-04-29
References:
Generated by Daily Copilot Token Usage Analyzer · ● 394.5K · ◷
Overview
Period: 2026-04-29 to 2026-04-30
Runs analyzed: 40 (39 had token data)
Total tokens: 8,496,365 (~8.5M) across all workflows
Estimated total cost: $0.00 (cost tracking via AWF api-proxy; USD cost not yet reported)
Total Actions minutes: 256 min
All runs used model
claude-sonnet-4.6via Copilot provider.Workflow Summary
🔍 Optimization Opportunities
Issue Duplication Detector — 40% error rate (4/10 runs cancelled with errors)⚠️
Build Test Suite — 425K tokens/run average (⚠️ >100K threshold)
Documentation Maintainer — 864K in a single run (⚠️ highest single-run token count today)
Daily Security Review and Threat Modeling — 654K/run (⚠️ high for a daily workflow)
Firewall Issue Dispatcher — one anomalous run at 376K (1 turn) vs. other 3 runs at ~140K (5 turns each)
Per-Workflow Run Details
Build Test Suite (4 runs)
Issue Duplication Detector (10 runs)
Documentation Maintainer (1 run)
Smoke Copilot (7 runs)
Firewall Issue Dispatcher (4 runs)
Smoke Copilot BYOK (6 runs)
Daily / One-off Workflows
Workflows Without Token Data
Runs where
token_usagewas null or 0 — these may not have the api-proxy enabled or data not yet available at report time:Historical Trend
Today's total is significantly lower than yesterday (-23.7%), largely due to fewer Build Test Suite runs (4 vs 9) and no Smoke Services runs. The previously flagged Firewall Issue Dispatcher spike (886K) has normalized to ~140K/run. Smoke tests remain stable.
Previous Report
📊 Copilot Token Usage Report 2026-04-29
References: