Pulse
2026-09-18-v3.0
Dataset
2026-10-27-catalog-ai-v2
Ruleset
b2e8889c66f7
Scanned
2026-10-27
Window
February–September 15, 2026
Catalog tracking observation. This repository is measured with the same fixed window and ruleset, but it is not part of the published benchmark or its aggregate claims.

Open3D: A Modern Library for 3D Data Processing

01Result

isl-org/Open3D ↗

isl-org/Open3D AI coding statistics: 26%

of 50 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
Too little recent activity to publish. Only 50 commits landed in this window, so the percentage is noisy. Repositories below 100 are excluded from the index for this reason.
26% agent · top contributor 23.1%10 contributors
org-wide

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

13
agent commits
37
other considered commits
10
agent contributors
23.1%
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

13assisted
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.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-020%6
2026-030%3
2026-0528.6%7
2026-060%5
2026-0745.5%11
2026-0840%15
2026-090%3

Peak month: 45.5%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Cursor AgentAnysphere918%
GitHub CopilotGitHub510%
Claude CodeAnthropic24%

03Evidence

Inspect the matches

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

Matched commit samples

  • bdd14985 on GitHubPyTorch XPU (SYCL): ML ops parity, shared SYCL runtime (#7529)Cursor Agent
  • 1688d51c on GitHubAdd point cloud smoothing algorithms (#7419)Cursor Agent
  • df18cd29 on GitHubAdd vcpkg support for easier dependency management (#7386)Cursor Agent
  • bdd14985 on GitHubPyTorch XPU (SYCL): ML ops parity, shared SYCL runtime (#7529)GitHub Copilot
  • cf6e6faa on GitHubImplements the Symmetric Iterative Closest Point (ICP) algorithm for pointGitHub Copilot
  • d206cdb6 on GitHubPort SYCL tensor backends to match CUDA for HashMap, NNS, and t/ pipelinesGitHub Copilot
  • bdd14985 on GitHubPyTorch XPU (SYCL): ML ops parity, shared SYCL runtime (#7529)Claude Code
  • cc7696c3 on GitHubImprove speed of sample_points_poisson_disk (#7450)Claude Code

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 window54
Merge commits removed−0
CI / dependency bots removed−4
Considered50

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

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 →C++ AI coding statisticsCompare evidence across C++ repositories →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 isl-org/Open3D

Scan another repository

Try