排名Rank 综合排名 / 区间Overall Rank / Range 厂商Lab 确认成功Confirmed Success 赞扬/抱怨Praise vs Complaint 可控性Steerability Bash 恢复Bash Recovery 工具幻觉Tool Hallucination 会话数Sessions
🥇 1
1 - 1
Anthropic
Top Model: Claude Fable 5 (High)
14.07%±1.56% 16.51%±2.73% 30.91%±5.69% 12.65%±2.93% 8.99%±1.84% 1.26%±0.15% 16.1K
🥈 3
2 - 8
OpenAI
Top Model: GPT 5.5 (xHigh)
8.39%±0.94% 6.48%±1.82% 13.32%±3.38% 6.41%±1.92% 14.46%±0.89% 1.26%±0.15% 30.3K
🥉 9
3 - 11
智谱 ZAI
Top Model: GLM 5.2 (Max)
6.72%±1.24% 9.41%±2.32% 14.85%±4.50% 3.25%±2.46% 4.83%±1.24% 1.26%±0.15% 27.2K
4 15
11 - 22
月之暗面
Top Model: kimi-k2.7-code
0.74%±3.33% 9.36%±5.66% 2.99%±10.97% 11.45%±9.87% 1.52%±2.87% 1.26%±0.15% 3.1K
5 16
14 - 19
Google
Top Model: Gemini 3.1 Pro Preview
0.55%±0.70% 0.22%±1.57% 0.34%±2.21% 3.07%±1.30% 6.89%±1.23% 1.21%±0.15% 55.6K
6 17
14 - 22
DeepSeek
Top Model: DeepSeek V4 Flash
1.00%±1.26% 4.48%±2.43% 4.30%±4.46% 8.47%±2.42% 4.91%±1.79% 0.39%±0.32% 40.1K
7 21
15 - 22
MiniMax
Top Model: Minimax M3
2.45%±1.09% 3.53%±2.66% 7.43%±3.66% 4.94%±2.19% 2.38%±0.97% 1.26%±0.15% 34.0K
8 24
20 - 24
阿里巴巴
Top Model: Qwen 3.6 Plus
4.77%±1.04% 1.99%±2.20% 5.39%±3.48% 10.30%±2.12% 3.95%±1.38% 2.24%±0.47% 43.5K
9 26
23 - 29
xAI
Top Model: Grok 4.3 (High)
7.66%±0.82% 8.84%±1.85% 14.45%±2.16% 6.58%±1.48% 9.09%±2.11% 0.68%±0.19% 35.6K
10 30
24 - 31
NVIDIA
Top Model: Nemotron 3 Ultra
11.26%±2.94% 8.88%±5.48% 6.49%±9.33% 19.94%±5.80% 19.71%±6.92% 1.28%±1.13% 8.3K
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