📊 Copilot Token Usage Report2026-09-27

[github-actions]

Overview

Period: 2026-09-26 16:15:04 UTC to 2026-09-27 08:28:53 UTC
Runs analyzed: 50 (42 had token data)
Total tokens: 672k across all workflows
Estimated total cost: $970.98
Total Actions minutes: 284.0 min

Notes:

• The JSON did not include estimated_cost, so aic was used as the cost field.
• token_usage_summary was empty for all runs, so no model-level breakdown was available.
• 8 runs had no token data; these likely missed api-proxy instrumentation.

Workflow Summary

Workflow	Runs	Total Tokens	Avg Tokens	Cost	Avg Cost	Turns	Errors
Smoke OTel Tracing	3	38k	13k	$141.19	$47.06	0	0
Runner Doctor Updater	1	30k	30k	$131.23	$131.23	0	0
Build Test Suite	3	51k	17k	$130.05	$43.35	0	0
Auth Doctor Updater	1	19k	19k	$75.06	$75.06	0	0
Dependency Security Monitor	1	21k	21k	$53.76	$53.76	0	0
Smoke Services	4	21k	5k	$51.62	$12.90	0	0
Smoke Copilot	4	3k	1k	$51.28	$12.82	0	0
Test Coverage Reporter	2	25k	13k	$38.33	$19.17	0	0
Daily Claude Token Usage Analyzer	1	16k	16k	$35.30	$35.30	0	0
Smoke Copilot Network Isolation	3	2k	1k	$34.86	$11.62	0	0
Smoke Chroot	3	14k	5k	$29.88	$9.96	0	0
Smoke Cloud Hypervisor	2	4k	2k	$29.28	$14.64	0	0
Test Coverage Improver	1	10k	10k	$26.01	$26.01	0	0
Model API Mapping Updater	1	8k	8k	$24.28	$24.28	0	0
Smoke Copilot BYOK	4	20k	5k	$20.70	$5.17	0	0
Issue Duplication Detector	1	8k	8k	$19.75	$19.75	0	0
Firewall Issue Dispatcher	1	6k	6k	$19.06	$19.06	0	0
Smoke Enclave Issues Read	1	5k	5k	$13.08	$13.08	0	0
Smoke Enclave Dynamic Issues Read	1	5k	5k	$12.97	$12.97	0	0
Smoke Enclave Build Test	1	1k	1k	$11.67	$11.67	0	0
Duplicate Code Detector	1	357k	357k	$10.51	$10.51	0	0
Pelis Agent Factory Advisor	1	5k	5k	$6.23	$6.23	0	1
Security Guard	1	5k	5k	$4.90	$4.90	0	0
Smoke Copilot BYOK AOAI (api-key)	4	0k	0k	$0.00	$0.00	0	4
Smoke Copilot BYOK AOAI (Entra)	4	0k	0k	$0.00	$0.00	0	4

🔍 Optimization Opportunities

1. Duplicate Code Detector — 357k tokens/run, $10.51/run
   • This is the clear token outlier; trim the prompt, reduce MCP/tool exposure, or split deterministic work out of the agent.
2. Runner Doctor Updater — $131.23/run, 30k tokens/run
   • Review whether the workflow is carrying unnecessary context or redoing fixed checks each run.
3. Build Test Suite and Smoke OTel Tracing — $43.35/run and $47.06/run respectively
   • These are the largest repeat spenders after the outlier; precompute stable inputs and remove unused tool calls.
4. Smoke Copilot BYOK AOAI (api-key) and Smoke Copilot BYOK AOAI (Entra) — 0 tokens, 4/4 runs failing
   • Fix the instrumentation/auth path first; these runs are invisible to token accounting and are currently not producing usable telemetry.

Top Per-Workflow Details

Duplicate Code Detector

• Runs: 1 (run 1)
• Total tokens: 357k (avg 357k/run)
• Estimated cost: $10.51 (avg $10.51/run)
• Turns: 0 total
• Errors: 0/1 runs
• Model breakdown: not available in the pre-downloaded JSON

Build Test Suite

• Runs: 3 (run 1, run 2, run 3)
• Total tokens: 51k (avg 17k/run)
• Estimated cost: $130.05 (avg $43.35/run)
• Turns: 0 total
• Errors: 0/3 runs
• Model breakdown: not available in the pre-downloaded JSON

Smoke OTel Tracing

• Runs: 3 (run 1, run 2, run 3)
• Total tokens: 38k (avg 13k/run)
• Estimated cost: $141.19 (avg $47.06/run)
• Turns: 0 total
• Errors: 0/3 runs
• Model breakdown: not available in the pre-downloaded JSON

Runner Doctor Updater

• Runs: 1 (run 1)
• Total tokens: 30k (avg 30k/run)
• Estimated cost: $131.23 (avg $131.23/run)
• Turns: 0 total
• Errors: 0/1 runs
• Model breakdown: not available in the pre-downloaded JSON

Test Coverage Reporter

• Runs: 2 (run 1, run 2)
• Total tokens: 25k (avg 13k/run)
• Estimated cost: $38.33 (avg $19.17/run)
• Turns: 0 total
• Errors: 0/2 runs
• Model breakdown: not available in the pre-downloaded JSON

Smoke Services

• Runs: 4 (run 1, run 2, run 3, run 4)
• Total tokens: 21k (avg 5k/run)
• Estimated cost: $51.62 (avg $12.90/run)
• Turns: 0 total
• Errors: 0/4 runs
• Model breakdown: not available in the pre-downloaded JSON

Dependency Security Monitor

• Runs: 1 (run 1)
• Total tokens: 21k (avg 21k/run)
• Estimated cost: $53.76 (avg $53.76/run)
• Turns: 0 total
• Errors: 0/1 runs
• Model breakdown: not available in the pre-downloaded JSON

Smoke Copilot BYOK

• Runs: 4 (run 1, run 2, run 3, run 4)
• Total tokens: 20k (avg 5k/run)
• Estimated cost: $20.70 (avg $5.17/run)
• Turns: 0 total
• Errors: 0/4 runs
• Model breakdown: not available in the pre-downloaded JSON

Auth Doctor Updater

• Runs: 1 (run 1)
• Total tokens: 19k (avg 19k/run)
• Estimated cost: $75.06 (avg $75.06/run)
• Turns: 0 total
• Errors: 0/1 runs
• Model breakdown: not available in the pre-downloaded JSON

Daily Claude Token Usage Analyzer

• Runs: 1 (run 1)
• Total tokens: 16k (avg 16k/run)
• Estimated cost: $35.30 (avg $35.30/run)
• Turns: 0 total
• Errors: 0/1 runs
• Model breakdown: not available in the pre-downloaded JSON

Workflows Without Token Data

• Smoke Copilot BYOK AOAI (Entra) — 4 runs
• Smoke Copilot BYOK AOAI (api-key) — 4 runs

These runs appear to be missing api-proxy instrumentation or token capture.

Historical Trend

This report is the current 24h baseline in the pre-downloaded dataset. Previous token-usage-report issues exist, but a direct comparison was not available from this environment’s read access.

Previous Report

Unavailable from the current read-only environment.

Generated by Daily Copilot Token Usage Analyzer · copilot · gpt54mini · 12.2 AIC · ⊞ 29.8K · ◷