AI coding agent PR merge rates: Claude 84%, Codex 74%, Devin 43%, humans 85%

Hacker News surfaced this AI signal from arxiv.org: AI coding agent PR merge rates: Claude 84%, Codex 74%, Devin 43%, humans 85%.

Source: Hacker News · arxiv.org Published 2026-09-04T14:38:53+00:00 Detected 2026-09-04T21:19:24+00:00

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Summary

Hacker News surfaced this AI signal from arxiv.org: AI coding agent PR merge rates: Claude 84%, Codex 74%, Devin 43%, humans 85%.

What this means for you

Teams using AI at work may want to compare this against current productivity and review workflows.

Source transparency

Hacker News arxiv.org hackernews https://vqv.me/WyeoZ

VQV organizes public signals from inspectable sources. It does not independently verify the underlying report.

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Signal Intelligence

Signal Strength 74% Technical label WATCH Public Interest 48 Category AI AT WORK Reader Depth TECHNICAL

Signal Strength reflects source quality, relevance, freshness and evidence. Public Interest helps organize discovery; it is not proof of truth.

Public Interest components

Recognizable Entity Score 74 Practical Impact Score 8 Novelty Interest Score 94 Consequence Score 12 Curiosity Score 16 Shareability Score 54

Connected entities

Models

Claude Claude-84

Products

Claude Codex

Topics

AI Coding Tools

Related Signals

Why this is here

VQV surfaced this signal because it is recent, relevant to AI Coding Tools, connected to Hacker News.