Atlas

Benchmarks

← All benchmarks

OpenAI-Proof Q&A - pass@1

Code · 2025-08-07

OpenAI-Proof Q&A asks models to diagnose and explain 20 real research and engineering bottlenecks that each delayed an OpenAI project by at least a day, given a container with code access and run artifacts. Each solution is graded pass@1. Internal task set; diagnostic. Higher is better.

Top models (higher is better)

ModelScore
GPT-5.1-Codex-Max8.0
GPT-5.4 Mini7.5
GPT-5.24.2
GPT-5.44.2
GPT-52.0
GPT-5.51.7
GPT-5.10.0
Loading Atlas data…