📊 Daily Copilot Token Consumption Report - December 4, 2025

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📊 Daily Copilot Token Consumption Report - 2025-12-04

Executive Summary

Over the tracking period (2025-12-04 to 2025-12-04), Copilot-powered agentic workflows consumed 3,250,792 tokens at an estimated cost of $48.76, across 430 workflow runs covering 33 unique workflows.

Key Highlights:

• Highest consuming workflow: Running Copilot coding agent (469,569 tokens, $7.04)
• Most active workflow: Q (49 runs)
• Average cost per run: $0.11
• Trend: Token usage is decreasing by 82.3% over the tracking period

Full Report Details

📈 Token Usage Trends

Daily Statistics

Date	Total Tokens	Total Cost	Runs	Avg Cost/Run
2025-12-04	2,762,746	$41.44	406	$0.10
2025-12-04	488,046	$7.32	24	$0.31

Trend Analysis

• Token consumption: Decreasing (-82.3%)
• Cost trends: Decreasing (-82.3%)
• Activity level: Lower (-94.1% change in runs)

🏆 Top Workflows by Token Consumption

Detailed Breakdown

Rank	Workflow	Total Tokens	Total Cost	Runs	Avg Tokens/Run	Avg Cost/Run
1	Running Copilot coding agent	469,569	$7.04	11	42,688	$0.64
2	Running Copilot	444,529	$6.67	10	44,453	$0.67
3	Q	385,155	$5.78	49	7,860	$0.12
4	PR Nitpick Reviewer 🔍	369,519	$5.54	49	7,541	$0.11
5	/cloclo	369,188	$5.54	49	7,534	$0.11
6	Scout	369,022	$5.54	49	7,531	$0.11
7	Archie	368,821	$5.53	46	8,018	$0.12
8	Tidy	45,056	$0.68	28	1,609	$0.02
9	Agentic Workflow Audit Agent	43,233	$0.65	1	43,233	$0.65
10	Addressing comment on PR #5486	40,000	$0.60	4	10,000	$0.15

📊 Per-Workflow Statistics (All Workflows)

View All 33 Workflows

Workflow	Total Tokens	Total Cost	Runs	Avg Tokens	Avg Cost
Running Copilot coding agent	469,569	$7.04	11	42,688	$0.64
Running Copilot	444,529	$6.67	10	44,453	$0.67
Q	385,155	$5.78	49	7,860	$0.12
PR Nitpick Reviewer 🔍	369,519	$5.54	49	7,541	$0.11
/cloclo	369,188	$5.54	49	7,534	$0.11
Scout	369,022	$5.54	49	7,531	$0.11
Archie	368,821	$5.53	46	8,018	$0.12
Tidy	45,056	$0.68	28	1,609	$0.02
Agentic Workflow Audit Agent	43,233	$0.65	1	43,233	$0.65
Addressing comment on PR #5486	40,000	$0.60	4	10,000	$0.15
Addressing comment on PR #5487	40,000	$0.60	4	10,000	$0.15
Safe Output Health Monitor	38,466	$0.58	1	38,466	$0.58
Smoke Codex	29,298	$0.44	3	9,766	$0.15
Smoke Copilot Playwright	26,265	$0.39	4	6,566	$0.10
Smoke Copilot No Firewall	25,244	$0.38	4	6,311	$0.09
Smoke Copilot	23,998	$0.36	4	6,000	$0.09
Daily Copilot Token Consumption Report	22,999	$0.34	3	7,666	$0.11
Schema Consistency Checker	22,100	$0.33	1	22,100	$0.33
Issue Monster	19,898	$0.30	5	3,980	$0.06
Smoke Claude	19,166	$0.29	3	6,389	$0.10
Documentation Unbloat	16,026	$0.24	23	697	$0.01
Changeset Generator	12,766	$0.19	2	6,383	$0.10
GitHub MCP Structural Analysis	10,000	$0.15	1	10,000	$0.15
Copilot PR Conversation NLP Analysis	10,000	$0.15	1	10,000	$0.15
Copilot PR Prompt Pattern Analysis	10,000	$0.15	1	10,000	$0.15
Static Analysis Report	10,000	$0.15	1	10,000	$0.15
Auto-Assign Issue	4,066	$0.06	1	4,066	$0.06
Security Fix PR	3,733	$0.06	1	3,733	$0.06
Grumpy Code Reviewer 🔥	891	$0.01	24	37	$0.00
Plan Command	859	$0.01	22	39	$0.00
Mergefest	727	$0.01	21	35	$0.00
Smoke SRT	99	$0.00	2	50	$0.00
Firewall Escape	99	$0.00	2	50	$0.00

💡 Insights & Recommendations

High-Cost Workflows

The following workflows account for the majority of token consumption:

1. Running Copilot coding agent - $7.04 (14.4% of total)

   • Average cost per run: $0.64
   • Average tokens per run: 42,688
   • Total runs: 11

2. Running Copilot - $6.67 (13.7% of total)

   • Average cost per run: $0.67
   • Average tokens per run: 44,453
   • Total runs: 10

3. Q - $5.78 (11.8% of total)

   • Average cost per run: $0.12
   • Average tokens per run: 7,860
   • Total runs: 49

Optimization Opportunities

Based on the analysis:

1. High-frequency workflows: Monitor workflows with many runs but high costs per run

   • Consider caching strategies or prompt optimization
   • Review if all runs are necessary

2. Token efficiency: Review workflows with above-average token consumption

   • Optimize prompts for conciseness
   • Consider breaking complex tasks into simpler steps
   • Review tool usage patterns

3. Cost patterns: Track workflows with high variability in token usage

   • Investigate what causes spikes in token consumption
   • Consider implementing token budgets or limits

Efficiency Metrics

• Efficient workflows: 18 workflows consume below-average tokens per run
• High-consumption workflows: 5 workflows consume >2x average tokens per run
• Overall efficiency: $0.11 average cost per workflow run

📅 Historical Comparison

Metric	Previous Day (2025-12-04)	Current Day (2025-12-04)	Change
Total Tokens	2,762,746	488,046	-82.3%
Total Cost	$41.44	$7.32	-82.3%
Total Runs	406	24	-94.1%
Avg Cost/Run	$0.10	$0.31	+198.8%

🔧 Methodology

• Data Source: Cached workflow metrics from /tmp/gh-aw/cache-memory/token-metrics/
• Engine Filter: Copilot engine workflows only
• Analysis Date: 2025-12-04T11:59:27.287460
• Historical Data: 2 day(s) of tracked data
• Cost Model: Based on Copilot token pricing estimates

📊 Data Quality Notes

• Data is aggregated from workflow run artifacts and cached locally
• Token counts are based on actual agent execution metrics
• Cost estimates may vary based on actual pricing tiers
• Workflows without complete metrics data are excluded from analysis

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Generated by Daily Copilot Token Consumption Report
Data tracked continuously - run this workflow daily for trend analysis

AI generated by Daily Copilot Token Consumption Report

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