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AI model leaderboard

Every tracked model ranked across the headline benchmarks. The Intelligence Index averages each model's normalized scores; click any benchmark column header to sort by it.

Best overall
90.8 Intelligence Index
Best at knowledge
94.6 GPQA Diamond
Best at math
100.0 AIME 2025
Best at coding
87.6 SWE-bench Verified
Best at multimodal
84.2 MMMU

Models × benchmarks

Cells are best primary scores. Color intensity reflects normalized score. Click a column header to sort.
Showing 100 of 100 models
Use the + column to compare one more benchmark.
# Model MMLU-Pro GPQA Diamond Humanity's Last Exam AIME 2025 SWE-bench Verified LiveCodeBench MMMU AA-LCR Intelligence Index
1 Deepseek V4 Pro 93.5%
2 Kimi K2.6 90.5% 54.0% 80.2% 89.6% 78.6 4/8
3 Kimi K2.5 76.8% 85.0%
4 Qwen 3.6 27B 86.2% 87.8% 24.0% 77.2% 83.9% 82.9% 73.7 6/8
5 Deepseek 3.2 85.0% 82.4% 40.8% 93.1% 73.1% 83.3% 76.3 6/8
6 GLM 4.6 81.0% 17.2% 93.9% 68.0% 82.8% 68.6 5/8
7 Gemma 4 85.2% 84.3% 80.0% 83.2 3/8
8 Grok 4 Heavy 88.4% 44.4% 100.0% 79.4% 78.1 4/8
9 Grok 3 Think 84.6% 93.3% 79.4% 85.8 3/8
10 Grok 4 87.5% 25.4% 91.7% 79.0% 70.9 4/8
11 DeepSeek V3.1 Terminus 85.0% 80.7% 21.7% 88.4% 74.9% 70.1 5/8
12 DeepSeek V3.2 Exp 85.0% 79.9% 89.3% 67.8% 74.1% 79.2 5/8
13 Qwen3 235B A22B 81.5% 70.7%
14 Gemini 2.5 Pro 86.4% 21.6% 88.0% 63.8% 70.4% 66.0 5/8
15 Nemotron 3 Nano 78.3% 75.0% 89.1% 68.3% 77.7 4/8
16 Nemotron 3 78.3% 75.0% 89.1% 38.8% 68.3% 69.9 5/8
17 Qwen3 30B A3B 65.8% 70.9% 62.6% 66.4 3/8
18 Grok 3 79.9% 75.4% 57.0% 73.2% 71.4 4/8
19 Kimi K2 Instruct 75.1% 49.5% 65.8% 53.7% 61.0 4/8
20 Magistral Medium 70.8% 64.9% 50.3% 62.0 3/8
21 Llama 4 Behemoth 82.2% 73.7% 49.4% 76.1% 70.4 4/8
22 Llama 4 Maverick 80.5% 69.8% 43.4% 73.4% 66.8 4/8
23 Grok 3 mini 78.9% 66.2% 41.5% 69.4% 64.0 4/8
24 Mistral Large 3 43.9% 34.4%
25 Gemini 2.5 Flash-Lite 64.6% 5.10% 49.8% 31.6% 33.7% 72.9% 43.0 6/8
26 Llama 4 Scout 74.3% 57.2% 32.8% 69.4% 58.4 4/8
27 Claude Fable 5 59.0%
28 Claude Haiku 3.5 41.6% 65.0% 40.6% 49.1 3/8
29 Claude Haiku 4.5 73.0% 80.7% 73.3% 73.2% 75.1 4/8
30 Claude Opus 3 50.4%
31 Claude Opus 4.5 87.0% 80.9% 80.7% 82.9 3/8
32 Claude Opus 4.6 91.3% 80.8%
33 Claude Opus 4.7 94.2% 46.9% 87.6% 76.2 3/8
34 Claude Opus 4.8
35 Claude Sonnet 3.7 78.2% 62.3% 75.0% 71.8 3/8
36 Claude Sonnet 4 75.4% 70.5% 72.7% 74.4% 73.3 4/8
37 Claude Sonnet 4.5 83.4% 87.0% 77.2% 77.8% 81.4 4/8
38 Claude Sonnet 4.6 89.9% 33.2% 79.6% 67.6 3/8
39 Claude Sonnet 5 43.2%
40 Code Llama
41 Command A 69.6% 50.8%
42 Command R Plus
43 DBRX Instruct
44 DeepSeek 3.2 Speciale 30.6% 96.0%
45 DeepSeek V3 75.9% 59.1% 42.0% 59.0 3/8
46 DeepSeek-R1 84.0% 71.5% 70.0% 49.2% 68.7 4/8
47 Devstral 2 72.2%
48 Gemini 2.5 Flash 82.8% 11.0% 72.0% 60.4% 56.6 4/8
49 Gemini 3 Deep Think 93.8% 41.0%
50 Gemini 3 Flash 90.4% 33.7% 95.2% 78.0% 74.3 4/8
51 Gemini 3 Pro 91.9% 37.5% 95.0% 76.2% 75.2 4/8
52 Gemini 3.1 Pro 94.3% 44.4% 80.6% 73.1 3/8
53 Gemini 3.5 Flash
54 Gemma 2
55 Gemma 3 78.0% 72.6%
56 GLM 5 86.0% 77.8%
57 GLM 5.1 86.2% 31.0%
58 GLM 5.2 91.2% 40.5%
59 GPT 4.1 66.3% 55.0% 75.0% 65.4 3/8
60 GPT 5 85.7% 24.8% 94.6% 74.9% 84.2% 72.8 5/8
61 GPT 5.1 88.1% 94.6% 74.9% 84.2% 85.5 4/8
62 GPT 5.1 Thinking 88.1% 94.6%
63 GPT 5.2
64 GPT 5.2 Codex
65 GPT 5.2 Pro 93.2%
66 GPT 5.2 Thinking 92.4% 100.0% 80.0% 90.8 3/8
67 GPT 5.3 Codex 92.6% 56.8%
68 GPT 5.4 92.8% 57.7%
69 GPT 5.4 Mini 88.0%
70 GPT 5.4 Nano 82.8%
71 GPT 5.4 Pro 94.4%
72 GPT 5.5 93.6% 41.4%
73 GPT 5.5 Instant 81.2%
74 GPT 5.6 Luna 92.3%
75 GPT 5.6 Sol 94.6%
76 GPT 5.6 Terra 92.9%
77 GPT OSS 120B 90.0% 80.1%
78 GPT-4
79 GPT-4 Turbo 50.4%
80 GPT-4o 53.6% 69.1%
81 Grok Code Fast 1 70.8%
82 Kimi K2
83 Kimi K2.7 Code 89.6% 32.8% 66.3% 62.9 3/8
84 LLaMA 2
85 Llama 3.1 Nemotron Ultra 76.0%
86 Llama 3.2 32.8%
87 Llama 3.3 68.9% 50.5%
88 MiMo V2.5 Pro 48.0% 78.9%
89 MiniMax M2.5 80.2%
90 MiniMax M2.7
91 Mistral 7B
92 Mistral Medium 3.5 77.6%
93 Mistral NeMo
94 Mistral Small 3 66.3%
95 Mixtral 8x22B
96 Mixtral 8x7B
97 Muse Spark 89.5% 42.8% 77.4% 69.9 3/8
98 Nemotron 3 Super 75.7% 60.0%
99 Nova Lite 42.0%
100 Nova Micro 40.0%

Capability scatter

Each dot is a model. Position shows two-axis capability; size reflects how many headline benchmarks the model has been scored on.
Capability scatter: MMLU-Pro vs SWE-bench Verified0.000.0025.025.050.050.075.075.0100.0100.0MMLU-ProSWE-bench VerifiedQwen 3.6 27B • MMLU-Pro: 86.2 • SWE-bench Verified: 77.2Qwen 3.6 27BDeepseek 3.2 • MMLU-Pro: 85.0 • SWE-bench Verified: 73.1Deepseek 3.2DeepSeek V3.2 Exp • MMLU-Pro: 85.0 • SWE-bench Verified: 67.8DeepSeek V3.2 ExpNemotron 3 • MMLU-Pro: 78.3 • SWE-bench Verified: 38.8Nemotron 3Claude Haiku 3.5 • MMLU-Pro: 41.6 • SWE-bench Verified: 40.6Claude Haiku 3.5DeepSeek V3 • MMLU-Pro: 75.9 • SWE-bench Verified: 42.0DeepSeek V3DeepSeek-R1 • MMLU-Pro: 84.0 • SWE-bench Verified: 49.2DeepSeek-R1
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