Pulse
2026-09-18-v3.0
Dataset
2026-09-18-v3.0
Ruleset
b2e8889c66f7
Scanned
2026-09-16
Window
February–September 15, 2026
Local to this browser

01Result

Comfy-Org/ComfyUI ↗

Comfy-Org/ComfyUI AI coding statistics: 0.5%

of 1,324 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
0.5% agent · top contributor 16.7%6 contributors
team

A small group is using agents. Adoption has spread beyond one person but is not project-wide.

6
agent commits
1,318
other considered commits
6
agent contributors
16.7%
largest contributor

02Drivers

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

5assisted
1autonomous

Assisted — a developer’s identity authored the commit and the agent added itself as co-author. Autonomous — a bot identity authored the commit without a human identity attached. Across the whole index, 96% of agent commits are assisted.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-010%2
2026-021.1%186
2026-031.7%176
2026-040%117
2026-050%233
2026-060%173
2026-070%150
2026-080.6%170
2026-090%117

Peak month: 1.7%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic50.4%
GitHub CopilotGitHub10.1%

03Evidence

Inspect the matches

Public commit samples let you inspect the signatures behind the aggregate result.

Matched commit samples

  • a683fa6e on GitHubAdd previewable_outputs_count to /api/jobs (backend half of Media Assets bClaude Code
  • 2bd4d82b on GitHubfeat(assets): align local API with cloud spec (#12863)Claude Code
  • af7b4a92 on GitHubfeat: Add CacheProvider API for external distributed caching (#12056)Claude Code
  • 4993411f on GitHubDispatch desktop auto-bump when a ComfyUI release is published (#12398)GitHub Copilot

04Method

What entered the denominator

The result begins with commit history, removes merges and routine automation, and reports literal agent signatures as a lower bound.

Exclusion ledger

Commits in window1,325
Merge commits removed−0
CI / dependency bots removed−1
Considered1,324

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

05Provenance

Pinned to a source state

This observation names the repository state, release, and detector that produced it. Use these identifiers when reproducing or citing the result.

Dataset release
2026-09-18-v3.0
Scan date
2026-09-16
Ruleset
sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae
Canonical repository
Comfy-Org/ComfyUI
Default branch
master
Resolved HEAD
7a0b5eede3f9721c8faab290689893f36edc6d66 ↗
Resolved
2026-09-16
Measurement window
February–September 15, 2026
Download observation JSONDeterministic export · same values as this page

06Peer context

Position among comparable repositories

The cohort uses the same release and measurement window, then narrows to the repository’s ecosystem and removes low-activity observations.

CohortPython · 247 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 145 of 392 ecosystem repositories excluded
Agent-commit share position15th percentile

Midrank percentile; equal shares split the tied positions.

Repository
0.5%
Cohort median
6.3%
Share rank
210 / 247
0th50th100th

Percentile = (repositories below + half of 2 tied repositories) ÷ 247.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →GitHub AI commit analyzerInspect another repository with the same evidence model →
Reproduce this observation

Run the same detector locally.

Deterministic signature matching; no code-style inference. Squash merges can remove trailers, so this result remains a measured floor.

npx qmmit-cli Comfy-Org/ComfyUI

Scan another repository

Try