AntFleet

AI Scorecard

Week of 2026-07-19

3 reviews analyzed · 5 findings posted

2026-07-132026-07-19· public-receipt reviews only

This week

MetricAnthropicOpenAI
Avg findings / PR9.333
Median wall time72.93s73.62s
Avg cost / review$0.40$0.40
Patch proposal rate60.0%40.0%

4-week rolling average

MetricAnthropicOpenAI
Avg findings / PR6.203.55
Median wall time86.22s107.71s
Avg cost / review
Patch proposal rate58.8%58.8%

Agreement

Agreement rate13.5%
Both proposed patches2
Opus-only findings1
GPT-5-only findings0

Top categories

Anthropic

  • bug (12)
  • security (6)
  • docs-gap (3)

OpenAI

  • bug (3)
  • security (2)
  • data-loss (1)

About this data

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