Benchmarks / Reasoning

ZeroBench

Uses main-question pass@5 because current ZeroBench evaluations no longer report pass@1. Score: main questions pass@5. Collected by Jake Boggs' benchmark dashboard.

61models
–Open Index weight
–last updated
boggspublisher

ZeroBench

Higher is better · best effort per model

Chart settings
61 of 61 selected

full table below

#ModelEffortScoreCost / taskHarness
1GPT-6 Astramax52.0%––
2Opus 5.5max43.0%––
3GPT-6 Solmax41.0%––
4GPT-5.6 Solmax30.0%––
5Opus 5max26.0%––
6Fable 5max24.0%––
7GPT-5.4xhigh23.0%––
8GPT-5.5xhigh23.0%––
9Gemini 3.5 Flashxhigh22.0%––
10GPT-5.6 Lunamax21.0%––
11Gemini 3 Prohigh20.0%––
12GPT-6 Lunamax20.0%––
13Gemini 3.1 Prohigh19.0%––
14GPT-5.6 Terramax19.0%––
15Opus 4.8max18.0%––
16Gemini 3.6 Flashhigh18.0%––
17GPT-5.2medium18.0%––
18Grok 4.6xhigh17.0%––
19Opus 4.7max15.0%––
20Gemini 3 Flashhigh15.0%––
21Grok 4.5high15.0%––
22Gemini 3.5 Flash-Litehigh14.0%––
23Sonnet 5max13.0%––
24Grok 4.3high13.0%––
25Opus 4.6max12.0%––
26Sonnet 4.6max12.0%––
27GPT-5.4 Minixhigh11.0%––
28o4 minihigh11.0%––
29Grok 4.20xhigh10.0%––
30Opus 4.5high9.0%––
31GPT-5 Minihigh9.0%––
32Opus 4.1high8.0%––
33GPT-5medium7.0%––
34Opus 4medium6.0%––
35Sonnet 3.7medium6.0%––
36Sonnet 4high6.0%––
37GPT-4.5none6.0%––
38GPT-5.1medium6.0%––
39Grok 4high6.0%––
40o3high6.0%––
41Sonnet 4.5high5.0%––
42Gemini 2 Flash–5.0%––
43Gemini 2.5 Prohigh5.0%––
44Gemini 3.1 Flash-Litehigh5.0%––
45Sonnet 3.5medium3.0%––
46Gemini 2.5 Flashmedium3.0%––
47GPT-4.1high3.0%––
48GPT-5 Nanohigh3.0%––
49Llama 4 Scoutmedium3.0%––
50Gemini 1 Pro–2.0%––
51Gemini 1.5 Flashnone2.0%––
52Gemini 1.5 Pronone2.0%––
53GPT-4o minihigh2.0%––
54Llama 4 Maverickmedium2.0%––
55Sonnet 3none1.0%––
56Qwen 2–1.0%––
57Haiku 3medium0.0%––
58Opus 3none0.0%––
59GPT-4ohigh0.0%––
60Llama 3.2 90bnone0.0%––
61o1high0.0%––