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AI vs Human
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AI vs Human

Analyze GitHub activity to see what's written by humans, AI assistants, and bots.

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© 2026 AI vs Human. Build by David Dias for the open source community.

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markmfredrickson/optmatch

50

Functions for optimal matching in R

View on GitHub
78
Total ActivityTotal analyzed activity across the selected repositories. Includes human manual work, AI assistance, and maintenance bots.
Manual Work
98.7%
Human CommitsHigh percentage of manual work. This reflects direct human craftsmanship and manual effort.
Low AI attribution?
1.3%
Detected AIPercent of added lines attributed to AI assistants (Copilot, Cursor, etc.), based on commit attribution markers. Based on 3.4K total added lines. Low percentage? Most work was done manually, or attribution markers are missing.
0% code
0%
Bot CommitsPercent of added lines from automation bots (Dependabot, Renovate, etc.). Based on 3.4K total added lines.
Developer Rank
🌿
Organic ArchitectDeveloper rank is derived from the Human percentage shown in this summary.
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Contribution heatmap for the last twelve months, grouped by day in UTC. Squares may contain mixed colors to represent human, AI, and automation shares. Focus a square for day details, or use the data table below for a full accessible list of active days.

MarAprMayJunJulAugSepOctNovDecJanFebMarMonWedFri
Commits per day — UTC. Mixed days are split by share.
Less
More (Human)
(AI)
(Automation)
(Mixed)
Daily commits for active days in the last twelve months (UTC)
DateHumanAIAutomationTotal
Tue, Jun 3, 20251001
Wed, Jun 4, 20251001
Mon, Jun 9, 20254004
Wed, Jun 11, 20253003
Thu, Jun 12, 20251001
Fri, Jun 13, 20253003
Mon, Jul 7, 20251001
Tue, Jul 8, 20251001
Wed, Aug 6, 20251001
Tue, Sep 9, 20251001
Thu, Sep 11, 20251001
Wed, Sep 24, 20251001
Thu, Sep 25, 20251001
Mon, Oct 13, 20252002
Mon, Oct 20, 20251001
Tue, Nov 4, 20251001
Tue, Dec 2, 20251001
Wed, Dec 3, 20251001
Fri, Dec 5, 20251001
Sat, Dec 6, 20251001
Mon, Dec 8, 20254004
Tue, Dec 9, 20251001
Sat, Dec 13, 20251001
Tue, Dec 16, 20251001
Wed, Dec 17, 20253003
Mon, Jan 12, 20261001
Fri, Jan 16, 20261001
Mon, Jan 19, 20262002
Thu, Jan 22, 20263003
Fri, Feb 27, 20265005
Wed, Mar 4, 20260101
Thu, Mar 5, 20261001

AI Tooling Breakdown

Claude
Claude Code
1Commits