AntFleet

AI Scorecard

Week of 2026-07-12

20 reviews analyzed · 12 findings posted

2026-07-062026-07-12· public-receipt reviews only

This week

MetricAnthropicOpenAI
Avg findings / PR4.803.10
Median wall time90.17s108.60s
Avg cost / review$0.40$0.40
Patch proposal rate83.3%75.0%

4-week rolling average

MetricAnthropicOpenAI
Avg findings / PR5.153.19
Median wall time79.76s107.71s
Avg cost / review
Patch proposal rate61.9%61.9%

Agreement

Agreement rate7.6%
Both proposed patches8
Opus-only findings2
GPT-5-only findings1

Top categories

Anthropic

  • bug (36)
  • security (20)
  • api-contract (14)

OpenAI

  • security (21)
  • bug (15)
  • api-contract (11)

About this data

Same code path as /api/v1/installations/{id}/review open source. Full methodology.