Benchmarks

160 benchmarks dans 11 catégories. Cliquez pour voir le classement complet.

Connaissances

ANLI

Connaissances
1OpenAI logoGPT-3.5 Turbo (older v0613)
37.1
2Microsoft logophi-3-small 7.4B
37.1
3Meta logoLlama 3-70B
36.0
4Meta logoLlama 3 8B Instruct
36.0
5Microsoft logophi-3-medium 14B
33.7
11 modèles testés

ARC AI2

Connaissances
1Meta logoLlama 3.1 405B
93.7
2DeepSeek logoDeepSeek V3
93.7
3Alibaba Qwen logoQwen2.5 72B Instruct
92.7
4DeepSeek logoDeepSeek-V2 (MoE-236B, May 2024)
89.6
5Microsoft logophi-3-medium 14B
88.8
52 modèles testés

AudioMultiChallenge

Connaissances
1Google DeepMind logoGemini 2.5 Pro
46.9
2Google DeepMind logoGemini 2.5 Flash
40.0
2 modèles testés
0 modèles testés
1Google DeepMind logoGemini 2.5 Pro
46.9
2Google DeepMind logoGemini 2.5 Flash
40.0
3Mistral AI logoVoxtral Small 24B 2507
26.3
3 modèles testés

Balrog

Connaissances
1OpenAI logoGPT-6 Astra
68.3
2Anthropic logoClaude Opus 5
63.4
3OpenAI logoGPT-5.6 Sol
60.0
4Google DeepMind logoGemini 3 Pro
58.1
5Google DeepMind logoGemini 3.1 Pro Preview
57.0
36 modèles testés

C-Eval

Connaissances
1OpenAI logoGPT-4
68.7
2Meta logoLLaMA-13B
38.8
2 modèles testés

CMMLU

Connaissances
1Alibaba Qwen logoQwen2-72B
89.7
2Alibaba Qwen logoQwen2.5 72B Instruct
85.7
3OpenAI logoGPT-4 Turbo (batch)
71.0
4OpenAI logoGPT-4 Turbo
71.0
5Meta logoLlama 3.1 70B Instruct
64.4
9 modèles testés

CSQA2

Connaissances
1OpenAI logoGPT-3.5 Turbo (older v0613)
14.0
2Meta logoLlama 2-13B
0.1
2 modèles testés

Chess Puzzles

Connaissances
1Anthropic logoClaude Fable 5.2
77.9
2OpenAI logoGPT-6 Astra
74.8
3OpenAI logoGPT-6.1 Sol
66.3
4OpenAI logoGPT-5.6 Sol
66.3
5Anthropic logoClaude Opus 5.5
65.3
129 modèles testés

DeepResearch Bench

Connaissances
1Anthropic logoClaude Opus 4.6
55.3
2OpenAI logoGPT-5
55.1
3Anthropic logoClaude Sonnet 4.6
54.9
4Anthropic logoClaude Opus 4.5
54.8
5OpenAI logoGPT-5.5
54.0
27 modèles testés

EnigmaEval

Connaissances
1Google DeepMind logoGemini 3.1 Pro Preview
19.8
2OpenAI logoo3
13.1
2 modèles testés

Fiction.LiveBench

Connaissances
1OpenAI logoo3 Pro
97.2
2OpenAI logoGPT-5
97.2
3xAI logoGrok 4
94.4
4xAI logoGrok 4 Fast
94.4
5Google DeepMind logoGemini 2.5 Pro
91.7
51 modèles testés

GPQA

Connaissances
1Meta logoMeta Llama 3 8B
19.7
2Qwen2.5 72B Instruct Abliterated
19.4
3Alibaba Qwen logoQwen2-72B
19.2
4DeepSeek logoDeepSeek R1 Distill Qwen 14B
18.3
5Microsoft logoWizardLM-2 8x22B
17.6
78 modèles testés

GPQA diamond

Connaissances
1Google DeepMind logoGemini 4 Argon
99.2
2OpenAI logoGPT-6 Astra
98.3
3Anthropic logoClaude Sonnet 5.5
98.0
4OpenAI logoGPT-6.1 Sol
97.8
5Google DeepMind logoGemini 3.8 Flash
97.8
186 modèles testés

GeoBench

Connaissances
1Google DeepMind logoGemini 3 Flash Preview
88.0
2Google DeepMind logoGemini 3 Pro
84.0
3Google DeepMind logoGemini 2.5 Pro
81.0
4OpenAI logoGPT-5
81.0
5OpenAI logoo1
80.0
28 modèles testés

HELM · GPQA

Connaissances
1Google DeepMind logoGemini 3 Pro
80.3
2OpenAI logoGPT-5 Chat
79.1
3OpenAI logoGPT-5
79.1
4OpenAI logoGPT-5 Mini
75.6
5OpenAI logoo3
75.3
41 modèles testés

HELM · MMLU-Pro

Connaissances
1Google DeepMind logoGemini 3 Pro
90.3
2OpenAI logoGPT-5 Chat
86.3
3Google DeepMind logoGemini 2.5 Pro
86.3
4OpenAI logoGPT-5
86.3
5OpenAI logoo3
85.9
41 modèles testés

HLE

Connaissances
1OpenAI logoGPT-6 Astra
52.5
2Anthropic logoClaude Fable 5.1
43.8
3Google DeepMind logoGemini 3.1 Pro Preview
43.7
4Anthropic logoClaude Sonnet 5.5
43.4
5Google DeepMind logoGemini 3.8 Flash
41.7
38 modèles testés

HellaSwag

Connaissances
1OpenAI logoGPT-4 Turbo (batch)
93.7
2OpenAI logoGPT-4 Turbo
93.7
3Meta logoLlama 3.1 405B
85.6
4TII logoFalcon-180B
85.3
5DeepSeek logoDeepSeek V3
85.2
43 modèles testés
0 modèles testés
0 modèles testés

LAMBADA

Connaissances
1TII logoFalcon-180B
79.8
2Meta logoLlama 2-13B
76.5
3Meta logoLLaMA-13B
75.2
4Baichuan 2-7B
73.3
5internlm-20b
71.8
9 modèles testés

Lech Mazur Writing

Connaissances
1Alibaba Qwen logoQwen3 Max
87.1
2OpenAI logoo3 Pro
86.3
3OpenAI logoGPT-5
86.0
4moonshotai logoKimi K2 0711
85.6
5Anthropic logoClaude Opus 4.1
85.4
48 modèles testés
1z-ai logoGLM 5.2
76.2
2OpenAI logoGPT-5.2-Codex
74.3
3Alibaba Qwen logoQwen3.7 Max
74.3
4DeepSeek logoDeepSeek V4 Pro
73.6
5OpenAI logoGPT-5.1-Codex-Max
72.0
40 modèles testés

MMLU

Connaissances
1OpenAI logoGPT-4o (2024-11-20)
84.1
2DeepSeek logoDeepSeek V3
82.9
3Anthropic logoClaude 3.5 Sonnet
82.0
4OpenAI logoGPT-4 (older v0314)
81.9
5Meta logoLlama 3.3 70B Instruct
81.7
84 modèles testés

MMLU-PRO

Connaissances
1Alibaba Qwen logoQwen2-72B
52.6
2Alibaba logoQwen2.5 32B Instruct
51.9
3Alibaba Qwen logoQwen2.5 72B Instruct
51.4
4Qwen2.5 72B Instruct Abliterated
50.4
5Microsoft logoPhi 4
48.3
78 modèles testés

MMMLU

Connaissances
0 modèles testés

MultiChallenge

Connaissances
1Google DeepMind logoGemini 3.1 Pro Preview
71.4
1 modèles testés

MultiNRC

Connaissances
1Google DeepMind logoGemini 3.1 Pro Preview
64.7
1 modèles testés

OpenBookQA

Connaissances
1Microsoft logophi-3-small 7.4B
84.0
2Microsoft logophi-3-mini 3.8B
84.0
3Microsoft logophi-3-medium 14B
83.2
4OpenAI logoGPT-3.5 Turbo (older v0613)
81.3
5Mistral AI logoMixtral 8x7B Instruct
81.1
27 modèles testés
1Alibaba Qwen logoQwen3.5 397B A17B
88.4
2moonshotai logoKimi K2.5
88.1
3z-ai logoGLM 4.7
86.9
4DeepSeek logoDeepSeek V3.2 Speciale
86.7
5z-ai logoGLM 5
85.3
34 modèles testés

OpenCompass · HLE

Connaissances
1DeepSeek logoDeepSeek V3.2 Speciale
28.6
2moonshotai logoKimi K2.5
28.6
3z-ai logoGLM 5
28.1
4Alibaba Qwen logoQwen3.5 397B A17B
27.5
5z-ai logoGLM 4.7
25.4
34 modèles testés
1Alibaba Qwen logoQwen3.5 397B A17B
87.6
2moonshotai logoKimi K2.5
86.2
3DeepSeek logoDeepSeek V3.2
85.8
4Google DeepMind logoGemini 2.5 Pro
85.8
5DeepSeek logoDeepSeek V3.2 Speciale
85.5
34 modèles testés

PIQA

Connaissances
1OpenAI logoGPT-4o-mini (2024-07-18)
77.4
2OpenAI logoGPT-4o-mini
77.4
3Google DeepMind logoGemini 1.5 Flash (May 2024)
75.0
4Meta logoLlama 3.1 405B
71.8
5TII logoFalcon-180B
69.8
33 modèles testés

PostTrainBench

Connaissances
1Anthropic logoClaude Fable 5
41.8
2OpenAI logoGPT-5.6 Sol
36.2
3Anthropic logoClaude Opus 5
35.0
4Anthropic logoClaude Opus 4.8
33.8
5moonshotai logoKimi K3
32.0
24 modèles testés
1Anthropic logoClaude Opus 4.6 (Fast)
53.3
2Anthropic logoClaude Opus 4.6
53.3
3OpenAI logoGPT-5
51.3
4OpenAI logoGPT-5 Pro
51.1
5OpenAI logoo3 Pro
49.1
6 modèles testés
1Anthropic logoClaude Opus 4.6 (Fast)
52.3
2Anthropic logoClaude Opus 4.6
52.3
3OpenAI logoGPT-5 Pro
49.9
4OpenAI logoo3 Pro
49.7
5OpenAI logoGPT-5
49.0
6 modèles testés

SciPredict

Connaissances
1Anthropic logoClaude Opus 4.5
23.1
2Google DeepMind logoGemini 3 Flash Preview
22.2
2 modèles testés

ScienceQA

Connaissances
1OpenAI logoGPT-4o (2024-05-13)
84.7
2OpenAI logoGPT-4o (2024-11-20)
84.7
3Anthropic logoClaude 3 Haiku
62.7
4Meta logoLlama 2-13B
41.0
5Meta logoLLaMA-13B
24.4
5 modèles testés

SimpleQA Verified

Connaissances
1Anthropic logoClaude Fable 5.2
94.0
2Google DeepMind logoGemini 4 Argon
76.0
3OpenAI logoGPT-6 Astra
75.6
4OpenAI logoGPT-6.1 Sol
73.9
5Google DeepMind logoGemini 3.1 Pro Preview
73.5
96 modèles testés

SpireClimb

Connaissances
1OpenAI logoGPT-6 Astra
34.0
2OpenAI logoGPT-6.1 Sol
23.8
3OpenAI logoGPT-6.1 Terra
22.3
4Anthropic logoClaude Fable 5.2
19.6
5OpenAI logoGPT-6 Sol
9.2
9 modèles testés

TriviaQA

Connaissances
1Anthropic logoClaude 2
87.5
2PaLM 2-L
86.1
3OpenAI logoGPT-3.5 Turbo (older v0613)
85.8
4OpenAI logoGPT-4 Turbo (batch)
84.8
5OpenAI logoGPT-4 Turbo
84.8
26 modèles testés

TutorBench

Connaissances
1Google DeepMind logoGemini 2.5 Pro Preview 06-05
55.6
2moonshotai logoKimi K2.5
54.6
2 modèles testés

VISTA

Connaissances
1Google DeepMind logoGemini 2.5 Pro Preview 06-05
54.6
2OpenAI logoo4 Mini
51.8
3OpenAI logoo4 Mini (batch)
51.8
3 modèles testés

VPCT

Connaissances
1Google DeepMind logoGemini 3 Pro
86.5
2OpenAI logoGPT-5.2
76.0
3Google DeepMind logoGemini 3 Flash Preview
58.9
4OpenAI logoGPT-5
49.0
5OpenAI logoGPT-5.1
38.0
24 modèles testés
1Google DeepMind logoGemini 3.1 Pro Preview
29.0
2Anthropic logoClaude Opus 4.6 (Fast)
27.5
3Anthropic logoClaude Opus 4.6
27.5
3 modèles testés

WeirdML v3

Connaissances
1OpenAI logoGPT-6 Astra
60.0
2OpenAI logoGPT-6.1 Sol
56.2
3Anthropic logoClaude Opus 5.5
55.4
4Anthropic logoClaude Fable 5.1
48.4
5Google DeepMind logoGemini 4 Argon
45.7
22 modèles testés

Winogrande

Connaissances
1Meta logoLlama 3.1 405B
78.4
2Anthropic logoClaude 3 Opus
77.0
3OpenAI logoGPT-4 Turbo (batch)
75.0
4OpenAI logoGPT-4 (older v0314)
75.0
5OpenAI logoGPT-4 Turbo
75.0
54 modèles testés

Agentique

APEX-Agents

Agentique
1Google DeepMind logoGemini 4 Argon
82.4
2Anthropic logoClaude Sonnet 5.5
75.5
3Anthropic logoClaude Opus 5.5
73.5
4DeepSeek logoDeepSeek V4.1 Flash 1017
69.8
5Anthropic logoClaude Fable 5.1
68.6
74 modèles testés

MCP Atlas

Agentique
1Anthropic logoClaude Opus 4.5
62.3
2Google DeepMind logoGemini 3 Flash Preview
57.4
2 modèles testés

OSWorld

Agentique
1Anthropic logoClaude Sonnet 4.6
72.1
2Anthropic logoClaude Opus 4.5
66.3
3moonshotai logoKimi K2.5
63.3
4Anthropic logoClaude Sonnet 4.5
62.9
5Anthropic logoClaude Sonnet 4
43.9
8 modèles testés
1Anthropic logoClaude Opus 4.6 (Fast)
4.2
2Anthropic logoClaude Opus 4.6
4.2
2 modèles testés
1Anthropic logoClaude Opus 4.6 (Fast)
33.3
2Anthropic logoClaude Opus 4.6
33.3
3OpenAI logoGPT-5.3-Codex
32.6
4Anthropic logoClaude Sonnet 4.6
31.2
4 modèles testés
1Anthropic logoClaude Opus 4.6 (Fast)
36.7
2Anthropic logoClaude Opus 4.6
36.7
3Anthropic logoClaude Sonnet 4.6
31.8
3 modèles testés
1Anthropic logoClaude Opus 4.5
23.4
2Google DeepMind logoGemini 2.5 Pro Preview 06-05
10.1
2 modèles testés
1Anthropic logoClaude Opus 4.5
45.9
2OpenAI logoGPT-5.2-Codex
41.0
2 modèles testés
1DeepSeek logoDeepSeek V3.2 Exp
42.9
2Google DeepMind logoGemini 2.5 Flash
41.1
3Anthropic logoClaude Sonnet 4
33.1
4Anthropic logoClaude 3.7 Sonnet
30.9
5Google DeepMind logoGemini 2.5 Pro
30.3
15 modèles testés

Raisonnement

ARC-AGI

Raisonnement
1Anthropic logoClaude Fable 5
98.5
2OpenAI logoGPT-6 Astra
98.5
3Anthropic logoClaude Opus 5.5
98.5
4OpenAI logoGPT-6.1 Sol
98.5
5Google DeepMind logoGemini 3.8 Flash
98.5
88 modèles testés

ARC-AGI-2

Raisonnement
1OpenAI logoGPT-6 Astra
95.0
2OpenAI logoGPT-6.1 Sol
94.2
3Anthropic logoClaude Opus 5.5
93.3
4OpenAI logoGPT-5.6 Sol
92.5
5Google DeepMind logoGemini 4 Argon
91.3
92 modèles testés

BBH

Raisonnement
1Google DeepMind logoGemini 1.5 Pro (May 2024)
85.6
2DeepSeek logoDeepSeek V3
83.3
3Google DeepMind logoGemini 1.5 Pro (Feb 2024)
78.7
4Meta logoLlama 3.1 405B
77.2
5Microsoft logophi-3-medium 14B
75.2
29 modèles testés

CharXiv Reasoning

Raisonnement
0 modèles testés
0 modèles testés
0 modèles testés

HELM · WildBench

Raisonnement
1OpenAI logoGPT-5.1
86.3
2moonshotai logoKimi K2 0711
86.2
3OpenAI logoo3
86.1
4Google DeepMind logoGemini 3 Pro
85.9
5OpenAI logoGPT-5 Chat
85.7
41 modèles testés

HLE (with tools)

Raisonnement
0 modèles testés
1OpenAI logoGPT-5.2-Codex
78.2
2minimax logoMiniMax M3
76.2
3DeepSeek logoDeepSeek V4 Pro
74.5
4z-ai logoGLM 5.2
73.7
5Alibaba Qwen logoQwen3.7 Max
71.8
40 modèles testés
1OpenAI logoGPT-5.1-Codex-Max
84.6
2Alibaba Qwen logoQwen3.7 Max
83.3
3moonshotai logoKimi K2.7 Code
82.8
4DeepSeek logoDeepSeek V4 Pro
82.7
5OpenAI logoGPT-5.1-Codex
82.0
40 modèles testés

MUSR

Raisonnement
1DeepSeek logoDeepSeek R1 Distill Qwen 14B
28.7
2nousresearch logoHermes 3 70B Instruct
23.4
3Meta logoLlama 3 8B Instruct
19.9
4Alibaba Qwen logoQwen2-72B
19.7
5Stable Beluga 2
18.6
78 modèles testés

SimpleBench

Raisonnement
1Anthropic logoClaude Fable 5
78.3
2Anthropic logoClaude Opus 5
76.7
3Google DeepMind logoGemini 3.1 Pro Preview
75.5
4OpenAI logoGPT-5.5 Pro
72.3
5Google DeepMind logoGemini 3.5 Flash
72.0
83 modèles testés

Code

1OpenAI logoGPT-5 Chat
88.0
2OpenAI logoGPT-5
88.0
3OpenAI logoo3 Pro
84.9
4Google DeepMind logoGemini 2.5 Pro
83.1
5Google DeepMind logoGemini 2.5 Pro Preview 06-05
83.1
56 modèles testés
1OpenAI logoo1
84.2
2Anthropic logoClaude 3.5 Sonnet
84.2
3OpenAI logoo1-preview
79.7
4OpenAI logoGPT-4o (2024-05-13)
72.9
5OpenAI logoGPT-4o (2024-11-20)
71.4
29 modèles testés
1OpenAI logoo3
74.0
2Google DeepMind logoGemini 2.5 Pro
64.0
3OpenAI logoo4 Mini
62.0
4OpenAI logoo4 Mini (batch)
62.0
5OpenAI logoo1
56.0
19 modèles testés
1Anthropic logoClaude Opus 4.6
93.0
2Anthropic logoClaude Opus 4.5
82.0
3Anthropic logoClaude Sonnet 4.5
60.0
4xAI logoGrok 4
43.0
5Anthropic logoClaude Opus 4.1
42.0
22 modèles testés
1OpenAI logoGPT-6 Astra
74.1
2Google DeepMind logoGemini 3.8 Flash
73.8
3Anthropic logoClaude Opus 5
73.7
4OpenAI logoGPT-5.6 Sol
72.7
5Anthropic logoClaude Fable 5
69.9
24 modèles testés
1Anthropic logoClaude Opus 5.5
54.6
2Anthropic logoClaude Fable 5
53.5
3Anthropic logoClaude Opus 5
53.4
4OpenAI logoGPT-6 Astra
53.3
5Anthropic logoClaude Sonnet 5.5
52.1
41 modèles testés
1OpenAI logoGPT-6 Astra
65.5
2Anthropic logoClaude Opus 5.5
62.3
3Anthropic logoClaude Sonnet 5.5
61.9
4Anthropic logoClaude Fable 5.1
56.3
5Google DeepMind logoGemini 4 Argon
55.0
17 modèles testés
1Anthropic logoClaude Fable 5.1
88.2
2OpenAI logoGPT-6 Astra
79.4
3Anthropic logoClaude Fable 5
78.4
4OpenAI logoGPT-5.6 Sol
76.5
5Anthropic logoClaude Opus 4.8
47.1
30 modèles testés
1z-ai logoGLM 5.2
73.3
2moonshotai logoKimi K2.7 Code
70.0
3minimax logoMiniMax M3
60.0
4DeepSeek logoDeepSeek V4 Pro
56.7
5OpenAI logoGPT-5.1-Codex-Max
56.7
40 modèles testés
1OpenAI logoGPT-5.2-Codex
83.6
2OpenAI logoGPT-5.1-Codex-Max
81.4
3z-ai logoGLM 5.2
79.7
4Alibaba Qwen logoQwen3.6 Plus
78.2
5OpenAI logoGPT-5 Mini
76.1
40 modèles testés
1Anthropic logoClaude Sonnet 5.5
97.8
2Anthropic logoClaude Opus 5
87.8
3Anthropic logoClaude Opus 5.5
78.9
4Anthropic logoClaude Haiku 5.5
78.9
5Anthropic logoClaude Fable 5.1
73.3
26 modèles testés
1z-ai logoGLM 5
86.2
2stepfun logoStep 3.5 Flash
83.9
3z-ai logoGLM 4.7
83.8
4Alibaba Qwen logoQwen3.5 397B A17B
83.0
5DeepSeek logoDeepSeek V3.2 Speciale
80.9
34 modèles testés
1Anthropic logoClaude Opus 4.5
74.4
2OpenAI logoGPT-5.2
71.8
3Anthropic logoClaude Sonnet 4.5
70.6
4Anthropic logoClaude Opus 4
67.6
5OpenAI logoGPT-5.1
66.0
19 modèles testés
1Anthropic logoClaude Opus 4.7
83.5
2OpenAI logoGPT-5.5
80.6
3Google DeepMind logoGemini 3.5 Flash
79.3
4Anthropic logoClaude Opus 4.6
78.7
5z-ai logoGLM 5.2
78.7
32 modèles testés
0 modèles testés
0 modèles testés
0 modèles testés
1OpenAI logoGPT-5.5
84.7
2OpenAI logoGPT-5.4
81.8
3Google DeepMind logoGemini 3.1 Pro Preview
80.2
4Anthropic logoClaude Opus 4.7
80.2
5Anthropic logoClaude Opus 4.6
79.8
35 modèles testés
1OpenAI logoGPT-6 Astra
93.6
2Anthropic logoClaude Fable 5.1
92.9
3Anthropic logoClaude Fable 5
91.9
4Anthropic logoClaude Opus 5
91.8
5OpenAI logoGPT-5.6 Sol
89.4
120 modèles testés

Vitesse

1OpenAI logoGPT-6 Astra
31.7
2Anthropic logoClaude Opus 5.5
31.7
3OpenAI logoGPT-6.1 Sol
31.7
4Anthropic logoClaude Sonnet 5.5
31.4
5OpenAI logoGPT-5.5 Pro
30.6
71 modèles testés
1Anthropic logoClaude Opus 5.5
68.3
2Anthropic logoClaude Sonnet 5.5
66.9
3Anthropic logoClaude Fable 5.1
62.7
4xAI logoGrok 4.7
60.6
5xiaomi logoMiMo-V2.6-Pro
59.2
61 modèles testés
1OpenAI logoGPT-6 Astra
96.1
2Google DeepMind logoGemini 3.8 Flash
95.3
3Google DeepMind logoGemini 3.1 Pro Preview
94.1
4Anthropic logoClaude Fable 5.1
93.7
5moonshotai logoKimi K3
93.5
55 modèles testés
1Anthropic logoClaude Opus 5.5
61.4
2Anthropic logoClaude Fable 5.1
59.1
3Google DeepMind logoGemini 4 Argon
57.1
4Anthropic logoClaude Sonnet 5.5
55.0
5OpenAI logoGPT-6 Astra
54.7
71 modèles testés
1minimax logoMiniMax M3
82.9
2NVIDIA logoNemotron 3 Ultra
81.4
3Alibaba Qwen logoQwen3.7 Plus
78.0
4Google DeepMind logoGemini 3.1 Pro Preview
77.1
5Google DeepMind logoGemma 4 31B
75.6
37 modèles testés
1moonshotai logoKimi K3
88.7
2stepfun logoStep 5 Preview
88.3
3xiaomi logoMiMo-V2.6-Pro
86.3
4Anthropic logoClaude Fable 5.1
85.3
5Anthropic logoClaude Opus 5.5
84.7
70 modèles testés
1Anthropic logoClaude Opus 5.5
87.7
2OpenAI logoGPT-6 Astra
86.9
3OpenAI logoGPT-6.1 Sol
86.0
4Google DeepMind logoGemini 3.8 Flash
85.6
5Alibaba Qwen logoQwen3.8 Max (0902)
82.8
35 modèles testés
1Anthropic logoClaude Opus 5.5
66.9
2Anthropic logoClaude Fable 5.1
63.1
3Google DeepMind logoGemini 4 Argon
61.8
4Anthropic logoClaude Sonnet 5.5
61.0
5xiaomi logoMiMo-V2.6-Pro
60.9
56 modèles testés
1OpenAI logoGPT-5.6 Terra
57.6
2Google DeepMind logoGemini 3.1 Pro Preview
53.8
3OpenAI logoGPT-5.3-Codex
53.0
4Alibaba Qwen logoQwen3.7 Plus
47.0
5moonshotai logoKimi K2.7 Code
44.7
37 modèles testés
1Google DeepMind logoGemini 3.1 Pro Preview
95.6
2Alibaba Qwen logoQwen3.6 35B A3B
95.3
3Mistral AI logoMistral Medium 3.5
94.2
4Alibaba Qwen logoQwen3.7 Plus
93.0
5Alibaba logoQwen3.5 4B
92.1
37 modèles testés
1OpenAI logoGPT-5.4
69.4
2Anthropic logoClaude Opus 4.6 (Fast)
67.6
3z-ai logoGLM 5 Turbo
63.1
4xiaomi logoMiMo-V2-Pro
62.8
5OpenAI logoGPT-5.3-Codex
62.2
89 modèles testés
1Anthropic logoClaude Fable 5
76.5
2OpenAI logoGPT-5.5
74.9
3Anthropic logoClaude Opus 4.8 (Fast)
74.3
4Anthropic logoClaude Opus 4.7 (Fast)
73.6
5Google DeepMind logoGemini 3.5 Flash
70.1
90 modèles testés
1Anthropic logoClaude Fable 5
59.9
2Anthropic logoClaude Opus 5.5
57.6
3OpenAI logoGPT-5.4
57.2
4Anthropic logoClaude Sonnet 5.5
56.0
5Anthropic logoClaude Opus 4.8 (Fast)
55.7
137 modèles testés

Général

1Alibaba Qwen logoQwen2.5 72B Instruct
61.9
2Qwen2.5 72B Instruct Abliterated
60.5
3Meta logoLlama 3.3 70B Instruct
56.6
4Alibaba logoQwen2.5 32B Instruct
56.5
5Meta logoLlama 3.1 70B Instruct
55.9
78 modèles testés

Cl Bench

Général
1OpenAI logoGPT-5.4
27.9
2OpenAI logoGPT-5.1
23.7
3xAI logoGrok 4.20
22.2
4Anthropic logoClaude Opus 4.5
21.1
5Google DeepMind logoGemini 3.1 Pro Preview
20.8
19 modèles testés

Cl Bench Life

Général
1OpenAI logoGPT-5.5
22.2
2OpenAI logoGPT-5.4
21.7
3OpenAI logoGPT-5.1
17.3
4Anthropic logoClaude Opus 4.6
17.0
5Google DeepMind logoGemini 3.1 Pro Preview
16.9
13 modèles testés

Dtbench

Général
1Anthropic logoClaude Opus 5.5
98.2
2Anthropic logoClaude Fable 5
97.3
3Anthropic logoClaude Opus 5
96.5
4Anthropic logoClaude Fable 5.1
96.0
5Google DeepMind logoGemini 4 Argon
96.0
145 modèles testés

Ebr Bench

Général
1Anthropic logoClaude Fable 5.2
90.5
2OpenAI logoGPT-6.1 Terra
78.1
3OpenAI logoGPT-6 Astra
76.2
4Anthropic logoClaude Opus 5.5
71.4
5Google DeepMind logoGemini 4 Argon
64.8
29 modèles testés

Exploitbench

Général
1OpenAI logoGPT-5.5
47.4
2Anthropic logoClaude Opus 4.7
26.5
3Google DeepMind logoGemini 3.1 Pro Preview
26.1
4Anthropic logoClaude Sonnet 4.6
23.6
5moonshotai logoKimi K2.6
18.4
8 modèles testés
1Anthropic logoClaude Fable 5.2
85.7
2Anthropic logoClaude Opus 5.5
76.2
3OpenAI logoGPT-6 Astra
71.4
4OpenAI logoGPT-6.1 Sol
71.4
5OpenAI logoGPT-6.1 Terra
70.2
36 modèles testés

Gdpval

Général
1OpenAI logoGPT-5.2
49.7
2Anthropic logoClaude Opus 4.5
45.5
3Anthropic logoClaude Opus 4.1
43.6
4Anthropic logoClaude Sonnet 4.5
42.5
5Google DeepMind logoGemini 3 Pro
40.3
12 modèles testés

Lmca

Général
1Anthropic logoClaude Sonnet 5.5
80.3
2Anthropic logoClaude Opus 5.5
80.3
3Anthropic logoClaude Fable 5.1
77.0
4Anthropic logoClaude Opus 5
75.8
5OpenAI logoGPT-6 Astra
75.7
123 modèles testés
1Anthropic logoClaude Opus 4.6
78.9
2Google DeepMind logoGemini 3.1 Pro Preview
77.0
3OpenAI logoGPT-5.2
75.3
4Anthropic logoClaude Opus 4.5
75.0
5OpenAI logoGPT-5.3-Codex
74.5
31 modèles testés
1Anthropic logoClaude Fable 5.2
89.0
2OpenAI logoGPT-6 Astra
82.4
3OpenAI logoGPT-6.1 Sol
78.0
4OpenAI logoGPT-6.1 Terra
71.4
5Anthropic logoClaude Opus 5.5
68.0
81 modèles testés

Osworld 2 0

Général
1Anthropic logoClaude Opus 5
31.4
2OpenAI logoGPT-5.6 Sol
27.3
3Anthropic logoClaude Opus 4.8
20.6
4Anthropic logoClaude Opus 4.7
18.2
5OpenAI logoGPT-5.5
13.0
9 modèles testés

Proofbench

Général
1Anthropic logoClaude Fable 5.1
100.0
2Anthropic logoClaude Opus 5.5
100.0
3Anthropic logoClaude Sonnet 5.5
100.0
4OpenAI logoGPT-6 Astra
99.0
5Anthropic logoClaude Opus 5
99.0
65 modèles testés
1Anthropic logoClaude Opus 5.5
21.3
2OpenAI logoGPT-6 Astra
20.8
3Anthropic logoClaude Fable 5.1
17.9
4Google DeepMind logoGemini 4 Argon
17.1
5Anthropic logoClaude Fable 5
16.1
16 modèles testés
1Anthropic logoClaude Fable 5
95.0
2moonshotai logoKimi K3
95.0
3OpenAI logoGPT-5.6 Sol
93.1
4OpenAI logoGPT-5.5
88.1
5Anthropic logoClaude Opus 4.8
87.5
23 modèles testés

Arène

1Alibaba Qwen logoQwen3.8 Max (0902)
1671.2
2Anthropic logoClaude Fable 5
1653.9
3xiaomi logoMiMo-V2.6-Pro
1618.4
4z-ai logoGLM 5.3 Flash
1615.6
5z-ai logoGLM 5.2
1593.3
58 modèles testés
1Anthropic logoClaude Fable 5
1507.6
2Anthropic logoClaude Opus 4.6 (Fast)
1503.7
3Anthropic logoClaude Opus 4.6
1497.3
4Anthropic logoClaude Opus 4.7
1494.1
5Meta logoMuse Spark
1489.3
149 modèles testés

Sécurité

Fortress

Sécurité
1Anthropic logoClaude Opus 4.5
13.6
2Anthropic logoClaude 3.5 Sonnet
13.0
3OpenAI logogpt-oss-120b
8.2
3 modèles testés

MASK

Sécurité
1Anthropic logoClaude Opus 4.6 (Fast)
96.3
2Anthropic logoClaude Opus 4.6
96.3
3Anthropic logoClaude Sonnet 4
95.3
3 modèles testés

PropensityBench

Sécurité
1Alibaba logoQwen2.5 32B Instruct
22.9
1 modèles testés

Maths

1Meta logoMuse Spark
68.4
2Google DeepMind logoGemini 3 Pro
66.0
3OpenAI logoGPT-5.5 Pro
52.4
4OpenAI logoGPT-5.5
51.7
5OpenAI logoGPT-5.4 Pro
50.0
69 modèles testés
1OpenAI logoGPT-5.5 Pro
39.6
2OpenAI logoGPT-5.4 Pro
37.5
3OpenAI logoGPT-5.5
35.4
4OpenAI logoGPT-5.2 Pro
31.3
5Anthropic logoClaude Opus 4.8
31.3
51 modèles testés
1OpenAI logoGPT-6.1 Sol
100.0
2Anthropic logoClaude Fable 5.2
100.0
3OpenAI logoGPT-6 Astra
97.6
4Anthropic logoClaude Opus 5.5
95.0
5OpenAI logoGPT-6.1 Terra
92.7
68 modèles testés
1Anthropic logoClaude Fable 5.2
100.0
2OpenAI logoGPT-6 Astra
98.6
3OpenAI logoGPT-6.1 Sol
98.6
4Anthropic logoClaude Opus 5.5
96.0
5OpenAI logoGPT-6.1 Terra
95.7
88 modèles testés

GSM8K

Maths
1OpenAI logoGPT-4 (older v0314)
92.0
2OpenAI logoGPT-4o-mini (2024-07-18)
91.3
3OpenAI logoGPT-4o-mini
91.3
4Alibaba Qwen logoQwen2.5 Coder 32B Instruct
91.1
5OpenAI logoGPT-4 Turbo (batch)
90.0
44 modèles testés
1OpenAI logoGPT-5 Mini
72.2
2OpenAI logoo4 Mini
72.0
3OpenAI logoo4 Mini (batch)
72.0
4OpenAI logoo3
71.4
5OpenAI logogpt-oss-120b
68.8
41 modèles testés
1DeepSeek logoDeepSeek V4 Pro
90.7
2z-ai logoGLM 5.2
89.8
3OpenAI logoGPT-5.2-Codex
88.8
4Alibaba Qwen logoQwen3.7 Max
85.3
5z-ai logoGLM 5.1
84.9
40 modèles testés
1Alibaba logoQwen2.5 32B Instruct
62.5
2Qwen2.5 72B Instruct Abliterated
60.1
3Alibaba Qwen logoQwen2.5 72B Instruct
59.8
4DeepSeek logoDeepSeek R1 Distill Qwen 14B
57.0
5Alibaba logoQwen2.5 14B Instruct
55.3
78 modèles testés
1OpenAI logoGPT-5
98.1
2OpenAI logoGPT-5 Mini
97.8
3OpenAI logoo4 Mini
97.8
4OpenAI logoo4 Mini (batch)
97.8
5OpenAI logoo3
97.8
84 modèles testés
1Anthropic logoClaude Fable 5
100.0
2Anthropic logoClaude Fable 5.1
100.0
3OpenAI logoGPT-6 Astra
100.0
4OpenAI logoGPT-5.5
100.0
5Anthropic logoClaude Opus 5.5
100.0
178 modèles testés
1DeepSeek logoDeepSeek V3.2 Speciale
96.0
2z-ai logoGLM 5
95.8
3stepfun logoStep 3.5 Flash
95.7
4z-ai logoGLM 4.7
95.4
5moonshotai logoKimi K2 Thinking
94.1
34 modèles testés

USAMO

Maths
0 modèles testés

Langage

1xAI logoGrok 3 Mini Beta
95.1
2xAI logoGrok-3 mini
95.1
3xAI logoGrok 4
94.9
4OpenAI logoGPT-5.1
93.5
5OpenAI logoGPT-5 Nano
93.2
41 modèles testés

IFEval

Langage
1Meta logoLlama 3.3 70B Instruct
90.0
2Meta logoLlama 3.1 70B Instruct
86.7
3Alibaba Qwen logoQwen2.5 72B Instruct
86.4
4Qwen2.5 72B Instruct Abliterated
85.9
5Alibaba logoQwen2.5 32B Instruct
83.5
78 modèles testés
1DeepSeek logoDeepSeek R1 Distill Qwen 32B
95.3
2DeepSeek logoDeepSeek R1 Distill Qwen 14B
93.7
3Alibaba logoQwen2 7B Instruct
89.1
4Alibaba logoQwen2 VL 7B Instruct
87.8
5Meta logoMeta Llama 3 8B Instruct
87.7
12 modèles testés

JHumanEval

Langage
0 modèles testés

JMMLU

Langage
1DeepSeek logoDeepSeek R1 Distill Qwen 32B
72.2
2DeepSeek logoDeepSeek R1 Distill Qwen 14B
63.4
3Alibaba logoQwen2 7B Instruct
56.5
4Alibaba logoQwen2 VL 7B Instruct
56.3
5Meta logoMeta Llama 3 8B Instruct
46.7
12 modèles testés

JNLI

Langage
1DeepSeek logoDeepSeek R1 Distill Qwen 32B
85.6
2DeepSeek logoDeepSeek R1 Distill Qwen 14B
82.4
3Alibaba logoQwen2 7B Instruct
81.3
4Alibaba logoQwen2 VL 7B Instruct
74.4
5DeepSeek logoDeepSeek R1 Distill Llama 8B
69.4
12 modèles testés

JSQuAD

Langage
1Alibaba logoQwen2 VL 7B Instruct
89.9
2DeepSeek logoDeepSeek R1 Distill Qwen 14B
89.8
3Alibaba logoQwen2 7B Instruct
89.6
4Meta logoMeta Llama 3 8B Instruct
89.5
5DeepSeek logoDeepSeek R1 Distill Qwen 32B
89.2
12 modèles testés
1DeepSeek logoDeepSeek R1 Distill Qwen 32B
59.3
2DeepSeek logoDeepSeek R1 Distill Qwen 14B
56.8
3Alibaba logoQwen2 VL 7B Instruct
53.0
4Alibaba logoQwen2 7B Instruct
51.7
5Meta logoMeta Llama 3 8B Instruct
49.6
12 modèles testés
1Alibaba Qwen logoQwen3.7 Max
74.0
2z-ai logoGLM 5.1
68.5
3Google DeepMind logoGemma 4 31B
67.6
4OpenAI logoGPT-5.1-Codex-Max
67.1
5OpenAI logoGPT-5.2-Codex
66.5
40 modèles testés
1Alibaba Qwen logoQwen3.7 Max
79.7
2DeepSeek logoDeepSeek V4 Pro
78.1
3moonshotai logoKimi K2.7 Code
77.9
4z-ai logoGLM 5
77.5
5minimax logoMiniMax M3
76.8
40 modèles testés
1Alibaba logoQwen2 7B Instruct
50.7
2Meta logoMeta Llama 3 8B Instruct
40.5
2 modèles testés
1Alibaba logoQwen2 7B Instruct
43.4
2Meta logoMeta Llama 3 8B Instruct
36.4
2 modèles testés
1Alibaba logoQwen2 7B Instruct
61.8
2Meta logoMeta Llama 3 8B Instruct
51.4
2 modèles testés
1Alibaba logoQwen2 7B Instruct
60.8
2Meta logoMeta Llama 3 8B Instruct
55.8
2 modèles testés
1Alibaba logoQwen2 7B Instruct
57.1
2Meta logoMeta Llama 3 8B Instruct
53.5
2 modèles testés
1Alibaba logoQwen2 7B Instruct
45.1
2Meta logoMeta Llama 3 8B Instruct
41.4
2 modèles testés
1Alibaba logoQwen2 7B Instruct
54.1
2Meta logoMeta Llama 3 8B Instruct
51.0
2 modèles testés
1Alibaba logoQwen2 7B Instruct
59.0
2Meta logoMeta Llama 3 8B Instruct
53.3
2 modèles testés
1Alibaba logoQwen2 7B Instruct
56.6
2Meta logoMeta Llama 3 8B Instruct
42.3
2 modèles testés
1Alibaba logoQwen2 7B Instruct
54.0
2Meta logoMeta Llama 3 8B Instruct
46.5
2 modèles testés
1Alibaba logoQwen2 7B Instruct
60.1
2Meta logoMeta Llama 3 8B Instruct
55.5
2 modèles testés
1Alibaba logoQwen2 7B Instruct
60.2
2Meta logoMeta Llama 3 8B Instruct
55.8
2 modèles testés
1Meta logoMeta Llama 3 8B Instruct
37.5
2Alibaba logoQwen2 7B Instruct
34.3
2 modèles testés
1Meta logoMeta Llama 3 8B Instruct
31.0
2Alibaba logoQwen2 7B Instruct
30.2
2 modèles testés
1moonshotai logoKimi K2.5
93.9
2stepfun logoStep 3.5 Flash
93.2
3z-ai logoGLM 5
93.2
4moonshotai logoKimi K2 Thinking
92.4
5DeepSeek logoDeepSeek V3.2 Speciale
91.7
34 modèles testés

Multimodal

VideoMME

Multimodal
1Google DeepMind logoGemini 1.5 Pro (Feb 2024)
66.7
2Alibaba Qwen logoQwen2.5 72B Instruct
64.7
3OpenAI logoGPT-4o (2024-11-20)
62.5
4OpenAI logoGPT-4o (2024-08-06)
62.5
5Google DeepMind logoGemini 1.5 Flash (May 2024)
60.4
8 modèles testés