ralphReview statistics

Overview

Review activity and agent performance at a glance.

Saved reviews
1,665
614 unique PRs
Accepted findings
2,437
Bot verified; not human confirmed
Addressed after review
179
30 partially addressed
Request records this month
19,832
Ledger entries, including retries

Agent leaderboard

Ranked by verifier-accepted findings across saved reviews. Unique means one contributing agent; shared findings count for each contributor. Different agents may review different PRs.

Agent / modelAcceptedUniqueSharedCompletion
adversarial_claudeclaude-opus-5-546625820896.0%
designgpt-6-luna32913719298.5%
adversarialgpt-6-astra20356147100.0%
adversarialgpt-6.1-sol1847311197.7%
public_contractgpt-6.1-sol133912499.2%
dead_codegpt-6-luna61263598.7%
concurrencygpt-6-luna5474797.6%
testsgpt-6-luna5064498.3%
adversarial_geminigoogle/gemini-4-argon47163194.3%
independentgpt-6-luna3823697.6%
scriptgpt-6.1-sol2952496.8%
stategpt-6-luna2832598.3%
buildgpt-6-luna2341994.7%
challengergpt-6.1-sol1311297.7%
verifiergpt-6-luna1111093.5%
adversarial_deepseekdeepseek/deepseek-v4-pro-081300038.3%
routergpt-6-luna00099.6%
public_contractgpt-6.1-terra000100.0%
major_verifiergpt-6.1-sol00094.1%
collatorgpt-6-luna00098.0%
feedbackgpt-6-luna00087.3%
write_verifiergpt-6.1-sol00052.2%
routergpt-6.1-sol000100.0%
verifierclaude-opus-5-500093.0%

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Adversarial model comparison

Observed reviews with completed Codex and Claude (historically Gemini) adversarial stages only; this is not causal recall.

Completed reviews: 361

Model groupSole acceptedShared accepted
adversarial119250
adversarial_claude258208
adversarial_gemini1430