ProfBench — leaderboard

Metric: Overall Rubric Score (%). Source: huggingface.co. 98 models tracked.

Top models

#ModelScore
1Claude Opus 4.7 (Thinking)61.3
2GPT-5.6 Sol (xHigh)60.4
3Claude Opus 4.6 (Thinking)58.8
4GPT-5.5 (xHigh)58
5GPT-5.3 Codex (xHigh)57.2
6GPT-5.4 (xHigh)56.8
7Claude Opus 4.8 (Thinking)56.8
8Claude Sonnet 4.6 (Thinking)55.6
9Gemini 3.1 Pro (Preview)55.2
10GPT-5.2 (xHigh)55.1
11Gemini 3.6 Flash55
12GPT-5.1 (High)54.9
13Gemini 3.5 Flash54.5
14Claude Opus 4.5 (Thinking)54.2
15O352.4

Interactive version: theaggregate.ai/benchmark?slug=profbench · How the rankings work · Data refreshed daily, snapshot 2026-07-22.