📊 Copilot Token Usage Report2026-04-29

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Overview

Period: 2026-04-28 to 2026-04-29
Runs analyzed: 50 (49 had token data)
Total tokens: 11,139,893 across all workflows
Estimated total cost: $0.00 (cost tracking not yet enabled — tokens tracked via AWF api-proxy)
Total Actions minutes: 332 min

All runs used model: claude-sonnet-4.6 (via Copilot provider). Average cache efficiency: ~44%.

Workflow Summary

Workflow	Runs	Total Tokens	Avg Tokens/Run	Avg Cache Eff	Action Min Allocation
Build Test Suite	9	3,535K	393K	46%	high
Firewall Issue Dispatcher	3	1,743K	581K	48%	high
Smoke Copilot BYOK	11	1,300K	118K	43%	high
Smoke Copilot	9	1,134K	126K	43%	medium
Smoke Services	3	821K	274K	47%	medium
Daily Claude Token Usage Analyzer	1	529K	529K	48%	medium
Smoke Chroot	6	408K	68K	40%	low
CI/CD Pipelines Gap Assessment	1	407K	407K	44%	one-off
Issue Duplication Detector	3	362K	121K	41%	low
Daily Security Review	1	344K	344K	45%	daily
Dependency Security Monitor	1	342K	342K	47%	daily
Pelis Agent Factory Advisor	1	215K	215K	44%	one-off
Daily Copilot Token Usage Analyzer	1	0	0	—	(this run)

🔍 Optimization Opportunities

1. Firewall Issue Dispatcher — 581K tokens/run (⚠️ >100K threshold)

   • Highest per-run token consumption of any recurring workflow
   • One run hit 886K tokens (2026-04-29) — 2.2× its usual average
   • Cache efficiency is healthy at 48%, but absolute input volume is high
   • Consider reviewing system prompt length and number of MCP tool calls per dispatch

2. Build Test Suite — 393K tokens/run (⚠️ >100K threshold)

   • One run spiked to 829K tokens (run §25072868929) — 2.1× the average
   • Highly variable: range 124K–829K suggests non-deterministic work or retry loops
   • Review whether test failures cause expensive retry or error-recovery turns

3. Daily Claude Token Usage Analyzer — 529K tokens/run (⚠️ >100K threshold)

   • Single daily run but high consumption; consider reducing report verbosity or data scope

4. CI/CD Pipelines Gap Assessment — 407K tokens/run (⚠️ >100K threshold)

   • One-off assessment; acceptable as a one-time cost but flag if recurring

5. ⚠️ Total tokens up ~20% vs previous report (11.1M vs 9.3M yesterday)

   • Primarily driven by Build Test Suite (3.5M, up from ~2.7M) and Firewall Issue Dispatcher (1.7M, new high)
   • Warrants monitoring over next 2–3 days to determine if trend continues

Per-Workflow Run Details

Build Test Suite (9 runs)

• [2026-04-28] 366K — §25083525456
• [2026-04-28] 373K — §25083440482
• [2026-04-28] 417K — §25077680552
• [2026-04-28] 124K — §25077409934
• [2026-04-28] 829K ⚠️ — §25072868929
• [2026-04-28] 127K — §25072286661
• [2026-04-28] 555K — §25060888106
• [2026-04-28] 360K — §25059402932
• [2026-04-28] 383K — §25057365118

Firewall Issue Dispatcher (3 runs)

• [2026-04-29] 886K ⚠️ — §25095487435
• [2026-04-29] 458K — §25085856845
• [2026-04-28] 399K — §25071351206

Smoke Copilot BYOK (11 runs)

• [2026-04-29] 103K — §25086053460
• [2026-04-28] 79K — §25083525431
• [2026-04-28] 100K — §25083440491
• [2026-04-28] 102K — §25077680576
• [2026-04-28] 103K — §25077410009
• [2026-04-28] 101K — §25072868957
• [2026-04-28] 101K — §25072286635
• [2026-04-28] 101K — §25060888287
• [2026-04-28] 155K — §25057365164
• [2026-04-28] 249K ⚠️ — §25054697630
• [2026-04-28] 105K — §25054228844

Smoke Copilot (9 runs)

• [2026-04-29] 128K — §25085822535
• [2026-04-28] 106K — §25083525430
• [2026-04-28] 130K — §25083440493
• [2026-04-28] 104K — §25077680884
• [2026-04-28] 182K — §25072868917
• [2026-04-28] 102K — §25072286580
• [2026-04-28] 177K — §25060888099
• [2026-04-28] 100K — §25060663599
• [2026-04-28] 104K — §25057365201

Smoke Services (3 runs)

• [2026-04-28] 223K — §25060888058
• [2026-04-28] 223K — §25057365111
• [2026-04-28] 375K ⚠️ — §25054439852

Smoke Chroot (6 runs)

• Highly consistent: all runs ~68K tokens (±0.2%)
• §25083440464 · §25077680606 · §25072868934 · §25072286631 · §25059402763 · §25057365156

One-off / Daily Workflows

• Daily Claude Token Usage Analyzer: 529K — §25075334909
• CI/CD Pipelines Gap Assessment: 407K — §25054360522
• Daily Security Review: 344K — §25055087899
• Dependency Security Monitor: 342K — §25083205929
• Issue Duplication Detector: 362K total (3 runs) — avg 121K
• Pelis Agent Factory Advisor: 215K — §25079367915

Workflows Without Token Data

Runs where token_usage was null or 0 — these may not have fully initialized before logging:

• Daily Copilot Token Usage Analyzer (this run) — §25104566063 — token data not yet available at report generation time

Historical Trend

Date	Total Tokens	Runs	Change
2026-04-29	11,139,893	50	⬆️ +19.9%
2026-04-28	9,287,181	50	—

The ~20% increase is driven primarily by more Build Test Suite runs with higher individual counts and an elevated Firewall Issue Dispatcher run (886K). Smoke tests remained stable. Monitor for 2–3 more days before acting.

Previous Report

📊 Copilot Token Usage Report 2026-04-28

References:

• §25104566063 — This workflow run
• §25095487435 — Firewall Issue Dispatcher (886K peak)
• §25072868929 — Build Test Suite (829K peak)

Generated by Daily Copilot Token Usage Analyzer · ● 431.1K · ◷