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

modelscope/FunASR ↗

modelscope/FunASR AI coding statistics: 1.3%

of 904 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
1.3% agent · top contributor 25%9 contributors
org-wide

Adoption is broad. Many contributors are committing agent-authored work, which is what a real organisational rollout looks like.

12
agent commits
892
other considered commits
9
agent contributors
25%
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

12assisted
0autonomous

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
2026-0233.3%9
2026-030%2
2026-050.5%207
2026-063%135
2026-070.3%313
2026-082.5%121
2026-090%117

Peak month: 33.3%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic70.8%
Gemini CLIGoogle50.6%

03Evidence

Inspect the matches

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

Matched commit samples

  • a2a9f67c on GitHubtest(nano): make LoRA tests deterministic (#3459)Claude Code
  • 0738581f on GitHubfeat(nano): support LoRA finetuning of the Qwen3 LLM (#3456)Claude Code
  • 036ed693 on GitHubfix(trainer): avoid KeyError when a checkpoint is saved at an unvalidated Claude Code
  • 33b04031 on GitHubfix: disable duplicate dynamic silence logic in DynamicStreamingVAD (#3240Gemini CLI
  • a3fb72e9 on GitHubfeat(runtime): add sentence-level timestamps to WebSocket 2pass server (#2Gemini CLI
  • 4f343aa2 on GitHubfix(qwen3): stop masking dependency ImportErrors (#2860)Gemini CLI

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 window1,084
Merge commits removed−180
CI / dependency bots removed−0
Considered904

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
modelscope/FunASR
Default branch
main
Resolved HEAD
615ef059c989fca12a546505abb22c5c5b6f329b ↗
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 position23rd percentile

Midrank percentile; equal shares split the tied positions.

Repository
1.3%
Cohort median
6.3%
Share rank
188 / 247
0th50th100th

Percentile = (repositories below + half of 5 tied repositories) ÷ 247.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →Gemini CLI commitsBrowse repositories with detected Gemini CLI 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 modelscope/FunASR

Scan another repository

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