Benchmark Almanac

prinzbench

GPT-5.6 Sol Pro 91.0 leads since Jul 2026 Not in model cards

Models research fact patterns under U.S. statutes and regulations and hunt for obscure public information online. 33 private questions run three times give a score out of 99.

25 legal research and 8 search questions. The maker reported gpt-5.6-sol-pro at 91 of 99 on 2026-07-18. Zvi covers it often.

Made by prinz-ai Released Jan 2026 Law Tasks kept private Last model added Jul 2026 Scores refreshed 2 Nov 2026
Level
Expert Specialists with years of training, often over hours of work
Scored
Graded by people Human experts grade or compare the outputs.
Answers
Open-ended Free-form text, documents, designs or media judged as a whole.
27
Entries on its own leaderboard, 26 models we track

GPT-5.6 Sol Pro leads with 91.0 among models released by Jul 2026

Best score per entry from the benchmark's own leaderboard, read on 2 Nov 2026. Where a model ran with several settings or harnesses, we keep its best. Names in gray aren't in our model list: fine-tunes, agent systems, products and older models. They don't count toward leaders.

The newest model with a score here came out in Jul 2026, and nobody has tested a newer one. Among the 20 highest-ranked models on the capability index, these have no score yet:

  1. 1 GPT-5.6 Sol Pro 91.0
  2. 2 GPT-5.5 Pro extended 82.0
  3. 3 GPT-5.4 Pro extended 79.0
  4. 4 GPT-5.5 thinking heavy 74.0
  5. 5 GPT-5.4 xhigh 69.0
  6. 6 Claude Fable 5 max 56.0
  7. 7 GPT-5.2 thinking extended 52.0
  8. 8 GPT-5.3 Codex high 52.0
  9. 9 Gemini 3.1 Pro 50.0
  10. 10 Kimi K3 47.0
  11. 11 Grok 4.20 43.0
  12. 12 Claude Opus 4.8 max 42.0
  13. 13 Gemini 3 Flash 36.0
  14. 14 Gemini 3 Pro 35.0
  15. 15 Kimi K2.5 thinking 35.0
  16. 16 Muse Spark 31.0
  17. 17 GLM-5.2 30.0
  18. 18 qwen-q3-max 25.0
  19. 19 Grok 4.1 thinking 25.0
  20. 20 Claude Opus 4.7 25.0
  21. 21 Grok 4 23.0
  22. 22 DeepSeek-V4-Pro 23.0
  23. 23 Kimi K2 Thinking 22.0
  24. 24 Claude Sonnet 4.5 20.0
  25. 25 Claude Opus 4.6 19.0
  26. 26 Claude Opus 4.5 14.0
  27. 27 Claude Sonnet 4.6 8.00
#EntryScoreSettingDateSource
1 GPT-5.6 Sol Pro 91.0 Jul 2026 Official leaderboard
2 GPT-5.5 Pro 82.0 extended Apr 2026 Official leaderboard
3 GPT-5.4 Pro 79.0 extended Mar 2026 Official leaderboard
4 GPT-5.5 74.0 thinking heavy Apr 2026 Official leaderboard
5 GPT-5.4 69.0 xhigh Mar 2026 Official leaderboard
6 Claude Fable 5 56.0 max Jun 2026 Official leaderboard
7 GPT-5.2 52.0 thinking extended Dec 2025 Official leaderboard
8 GPT-5.3 Codex 52.0 high Feb 2026 Official leaderboard
9 Gemini 3.1 Pro 50.0 Feb 2026 Official leaderboard
10 Kimi K3 47.0 Jul 2026 Official leaderboard
11 Grok 4.20 43.0 Feb 2026 Official leaderboard
12 Claude Opus 4.8 42.0 max May 2026 Official leaderboard
13 Gemini 3 Flash 36.0 Dec 2025 Official leaderboard
14 Gemini 3 Pro 35.0 Nov 2025 Official leaderboard
15 Kimi K2.5 35.0 thinking Jan 2026 Official leaderboard
16 Muse Spark 31.0 Apr 2026 Official leaderboard
17 GLM-5.2 30.0 Jun 2026 Official leaderboard
18 qwen-q3-max 25.0 Official leaderboard
19 Grok 4.1 25.0 thinking Nov 2025 Official leaderboard
20 Claude Opus 4.7 25.0 Apr 2026 Official leaderboard
21 Grok 4 23.0 Jul 2025 Official leaderboard
22 DeepSeek-V4-Pro 23.0 Apr 2026 Official leaderboard
23 Kimi K2 Thinking 22.0 Nov 2025 Official leaderboard
24 Claude Sonnet 4.5 20.0 Sep 2025 Official leaderboard
25 Claude Opus 4.6 19.0 Feb 2026 Official leaderboard
26 Claude Opus 4.5 14.0 Nov 2025 Official leaderboard
27 Claude Sonnet 4.6 8.00 Feb 2026 Official leaderboard

4 models have held number one since its release in Jan 2026

Lab claims count from the day the card came out, independent runs from the model’s release.

OpenAI
Own leaderboard Not tested since Jul 2026

Scores over time

All the scores we have, one dot each, so a model tested at several settings appears more than once.

On the benchmark’s own leaderboard
0.00 20.0 40.0 60.0 80.0 100.0 2026 0.00 20.0 40.0 60.0 80.0 100.0 2026

No lab model card reports it yet

We read the headline results of 479 launch posts from 51 labs, and none of them list this benchmark.

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  • PRBench In use Model answers 1,100 expert-written law and finance questions. LLM judge grades against weighted expert rubrics of 10-30 criteria each. Muse Spark 1.3 61.6%