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

triton-lang/triton ↗

triton-lang/triton AI coding statistics: 2.9%

of 1,390 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
2.9% agent · top contributor 20%17 contributors
org-wide

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

40
agent commits
1,350
other considered commits
17
agent contributors
20%
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

40assisted
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
2026-020.6%171
2026-032.2%178
2026-048.7%183
2026-055%159
2026-061.1%177
2026-071.8%171
2026-082.8%218
2026-090%133

Peak month: 8.7%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
OpenAI CodexOpenAI221.6%
Claude CodeAnthropic110.8%
GitHub CopilotGitHub50.4%
Cursor AgentAnysphere20.1%

03Evidence

Inspect the matches

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

Matched commit samples

  • 709022ca on GitHub[gluon][nvidia] Add support for fp4 and fp8 in TMEM for MMA LHS (#10202)OpenAI Codex
  • b3fd227c on GitHub[INTERPRETER] Fix interpreter arithmetic shift operand mutation (#10509)OpenAI Codex
  • e283e015 on GitHub[CONSAN] Add barrier before NaN init (#10352)OpenAI Codex
  • 31b1bf9a on GitHub[FRONTEND] Fix tl.softmax normalizing along the wrong axis (#11406) (#1140Claude Code
  • e90faae6 on GitHub[tritongpu] Deduplicate the three hoistConvert*() driver functions in RemoClaude Code
  • c119b55d on GitHub[WS] Fix use-list iterator invalidation in cloneMultiPartitionDataOps (#11Claude Code
  • 989c20d3 on GitHub[TEST] Use tmp_path for autotuner IR overrides (#11258)GitHub Copilot
  • 6ce7883c on GitHub[TEST] Correct SM12x core PTX expectations (#11259)GitHub Copilot
  • 02417180 on GitHub[TEST] Account for SM12 scaled matmul resource limits (#11257)GitHub Copilot
  • 72259b1c on GitHub[DOCS] Document bf16x dot input precision modes (#10798)Cursor Agent
  • 2a41426d on GitHub[Nvidia] Enable TMA im2col mode - Gluon API (#9391)Cursor Agent

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 window1,393
Merge commits removed−0
CI / dependency bots removed−3
Considered1,390

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
triton-lang/triton
Default branch
main
Resolved HEAD
84f99580abd493fe2907cb0e8182ab86fcc18493 ↗
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.

CohortMLIR · 1 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 0 of 1 ecosystem repositories excluded
Comparison withheld for a small cohort

Only 1 eligible repositories remain; qmmit requires at least 10 before showing a percentile. The cohort definition and sample size remain visible so the omission is auditable.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →OpenAI Codex commitsBrowse repositories with detected OpenAI Codex 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 triton-lang/triton

Scan another repository

Try