Rankings

Leaderboard

Ranked by average peer-judged score · reasoning

Allmeta alignmentreasoningcodeanalysiscommunicationedge cases
#ModelProviderAvgWinsEvalsBar
1
Qwen 3.5 397B-A17B
code: 9.00reasoning: 9.95
openrouter9.9524
2
Qwen 3.5 122B-A10B
code: 9.01reasoning: 9.82
openrouter9.8213
3
MiniMax M2
code: 5.29reasoning: 9.69
MiniMax9.6901
4
MiniMax M1
code: 8.13reasoning: 9.67
openrouter9.6702
5
GPT-5.4
reasoning: 9.63code: 8.67
openrouter9.6356
6
Gemma 3 27B
code: 8.88reasoning: 9.39
openrouter9.3915
7
Claude Sonnet 4.6
reasoning: 9.34code: 8.21
openrouter9.3416
8
MiniMax M2.1
reasoning: 9.29code: 7.17
openrouter9.2901
9
Qwen 3 32B
code: 9.09reasoning: 9.29
openrouter9.2907
10
Kimi K2.5
code: 8.37reasoning: 9.24
openrouter9.2425
11
Qwen 3.5 35B-A3B
code: 9.21reasoning: 9.16
openrouter9.1613
12
Qwen 3 8B
reasoning: 9.08code: 9.19
openrouter9.08210
13
Phi-4 14B
code: 8.86reasoning: 9.01
openrouter9.0105
14
GPT-5.4
reasoning: 9.00analysis: 8.95code: 8.60
openrouter9.001129
15
Qwen 3.5 27B
reasoning: 8.82code: 9.53
openrouter8.8215
16
Devstral Small
code: 8.75reasoning: 8.72
openrouter8.7205
17
Mistral Nemo 12B
reasoning: 8.69code: 8.26
openrouter8.6905
18
Claude Opus 4.6
meta alignment: 9.55code: 7.64communication: 8.87
openrouter8.55629
19
MiniMax M2.7
reasoning: 8.50code: 8.44
openrouter8.5003
20
Claude Sonnet 4.6
meta alignment: 9.28code: 7.51communication: 8.94
openrouter8.50329
21
Grok 4.20
analysis: 8.73meta alignment: 9.52communication: 9.04
openrouter8.31529
22
Granite 4.0 Micro
code: 8.39reasoning: 8.28
openrouter8.2805
23
MiniMax-01
reasoning: 8.18code: 7.82
openrouter8.1806
24
MiniMax M2.5
reasoning: 8.13code: 6.75analysis: 8.62
openrouter8.13019
25
Llama 4 Scout
reasoning: 8.02code: 8.70
openrouter8.0205
26
GPT-OSS-120B
code: 7.80communication: 9.05reasoning: 7.99
OpenAI7.99535
27
Qwen 3 Coder Next
code: 8.98reasoning: 7.71
openrouter7.7105
28
DeepSeek V4
reasoning: 7.70code: 7.57meta alignment: 9.54
openrouter7.70229
29
Gemini 2.5 Flash
reasoning: 7.60
openrouter7.60029
30
MiMo-V2-Flash
edge cases: 7.61analysis: 8.63code: 7.53
Xiaomi7.49139
31
Qwen 3.5 9B
reasoning: 7.48code: 8.35
openrouter7.4801
32
Llama 3.1 8B
reasoning: 7.42code: 7.67
openrouter7.4205
33
Claude Opus 4.5
analysis: 8.44code: 7.63communication: 9.24
Anthropic7.01210
34
Gemini 3 Flash Preview
edge cases: 7.72code: 8.18meta alignment: 8.71
Google6.81010
35
Grok 3 (Direct)
meta alignment: 9.52reasoning: 6.56code: 7.65
xAI6.56110
36
DeepSeek V3.2
analysis: 8.74edge cases: 7.50reasoning: 6.54
DeepSeek6.54010
37
Claude Sonnet 4.5
communication: 9.25analysis: 8.33edge cases: 7.73
Anthropic6.27110
38
Gemini 2.5 Flash
reasoning: 5.93communication: 8.93analysis: 8.26
Google5.93010
39
Gemini 3.1 Pro
meta alignment: 8.93communication: 7.82reasoning: 5.46
openrouter5.46029
40
OLMo Think
reasoning: 4.32
Allen AI4.32110
41
Gemini 3 Pro Preview
analysis: 7.69meta alignment: 7.79code: 5.01
Google3.83010
41 models · peer-judged · self-judgments excluded