排名Rank 名次区间Rank Range 模型Model 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 - 4
Claude Fable 5 (High)
Anthropic · Proprietary
12.72%±2.00% 10.67%±3.84% 23.94%±7.42% 14.62%±3.80% 12.97%±1.30% 1.39%±0.17% 23.5K
🥈 1 - 8
GPT 5.6 Sol (xHigh)
OpenAI · Proprietary
10.12%±1.69% 7.25%±3.29% 23.53%±6.57% 9.71%±2.78% 8.74%±1.30% 1.39%±0.17% 16.0K
🥉 1 - 9
Claude Opus 4.8 (Thinking)
Anthropic · Proprietary
9.75%±1.39% 8.90%±2.62% 19.42%±5.05% 9.78%±2.58% 10.43%±1.07% 0.22%±1.11% 34.1K
4 1 - 9
Kimi K3
月之暗面 · Proprietary
9.71%±1.52% 14.00%±2.92% 20.30%±5.45% 6.52%±3.14% 6.33%±1.27% 1.39%±0.17% 11.5K
5 2 - 12
Claude Sonnet 5 (High)
Anthropic · Proprietary
8.66%±1.89% 8.14%±3.67% 16.88%±7.14% 6.20%±3.66% 10.81%±0.90% 1.25%±0.18% 24.4K
6 2 - 10
GPT 5.5 (xHigh)
OpenAI · Proprietary
8.41%±0.87% 6.65%±1.78% 11.08%±3.13% 8.18%±1.65% 14.77%±0.80% 1.39%±0.17% 40.7K
7 2 - 12
Claude Opus 4.7 (Thinking)
Anthropic · Proprietary
7.94%±1.24% 5.67%±2.55% 11.55%±4.36% 8.62%±2.36% 12.57%±1.13% 1.28%±0.19% 35.2K
8 2 - 12
Claude Opus 4.7
Anthropic · Proprietary
7.67%±1.25% 4.97%±2.57% 12.48%±4.38% 8.95%±2.32% 10.62%±1.53% 1.33%±0.17% 35.7K
9 3 - 12
GPT 5.5 (High)
OpenAI · Proprietary
7.61%±0.81% 6.20%±1.59% 9.80%±2.89% 8.77%±1.44% 11.90%±1.07% 1.39%±0.17% 65.9K
10 6 - 14
GLM 5.2 (Max)
智谱 ZAI · MIT
6.50%±1.00% 8.65%±1.97% 12.94%±3.63% 4.71%±1.79% 4.78%±1.15% 1.39%±0.17% 38.2K
11 5 - 15
Claude Opus 4.6
Anthropic · Proprietary
6.42%±1.24% 3.12%±2.63% 9.94%±4.21% 6.53%±2.28% 11.14%±1.35% 1.39%±0.17% 34.9K
12 10 - 15
GPT 5.5
OpenAI · Proprietary
5.65%±0.76% 3.92%±1.58% 5.67%±2.65% 6.08%±1.39% 11.22%±0.90% 1.39%±0.17% 66.8K
13 10 - 15
GPT 5.4 (High)
OpenAI · Proprietary
5.64%±0.77% 6.23%±1.59% 3.13%±2.70% 7.75%±1.46% 9.72%±0.90% 1.39%±0.17% 66.1K
14 6 - 15
Grok 4.5
SpaceXAI · Proprietary
5.56%±1.33% 3.86%±2.88% 8.17%±4.91% 3.80%±2.34% 10.56%±1.14% 1.39%±0.17% 21.4K
15 11 - 17
Claude Opus 4.8
Anthropic · Proprietary
3.56%±1.65% 7.10%±2.73% 11.63%±4.80% 8.25%±2.62% 9.82%±1.40% 18.98%±4.59% 32.2K
16 15 - 17
Claude Sonnet 4.6
Anthropic · Proprietary
2.84%±1.15% 0.62%±2.62% 0.65%±3.77% 1.35%±2.18% 11.45%±1.47% 1.35%±0.17% 35.6K
17 15 - 20
GLM 5.1
智谱 ZAI · MIT
1.43%±0.78% 1.12%±1.74% 0.99%±2.69% 0.15%±1.53% 3.79%±0.89% 1.39%±0.17% 57.5K
18 17 - 24
Muse Spark 1.1
Meta · Proprietary
0.67%±0.89% 4.39%±2.03% 4.30%±2.73% 4.50%±1.70% 6.40%±1.64% 1.36%±0.17% 28.1K
19 17 - 26
Qwen3.7 Max
阿里巴巴 · Proprietary
0.09%±1.07% 1.84%±2.60% 5.73%±3.50% 0.02%±2.01% 7.20%±1.42% 0.83%±0.29% 16.0K
20 18 - 26
Gemini 3.1 Pro Preview
Google · Proprietary
0.47%±0.68% 2.05%±1.49% 0.56%±2.22% 1.99%±1.22% 8.29%±1.11% 1.32%±0.18% 67.7K
21 18 - 26
Qwen3.7 Plus
阿里巴巴 · Proprietary
0.76%±1.25% 1.74%±3.08% 6.50%±3.88% 1.41%±2.55% 5.58%±1.85% 0.30%±0.51% 12.8K
22 17 - 29
Kimi K2.7 Code
月之暗面 · Modified MIT
1.02%±1.69% 3.79%±3.49% 0.95%±6.00% 8.37%±3.29% 2.86%±2.78% 1.39%±0.17% 10.1K
23 19 - 26
Gemini 3.5 Flash (High)
Google · Proprietary
1.03%±0.80% 2.89%±1.77% 3.95%±2.48% 0.68%±1.46% 1.92%±1.55% 1.48%±0.39% 46.0K
24 18 - 27
DeepSeek V4 Pro
DeepSeek · MIT
1.19%±1.06% 4.80%±2.70% 5.65%±3.42% 2.11%±2.05% 5.76%±1.02% 0.87%±0.26% 16.5K
25 18 - 29
Hy3
腾讯 · Apache 2.0
2.23%±2.87% 4.65%±6.11% 2.87%±9.99% 7.10%±5.95% 2.56%±3.98% 0.89%±0.82% 3.5K
26 19 - 29
Kimi K2.6
月之暗面 · Modified MIT
2.57%±1.75% 1.67%±3.51% 3.04%±5.45% 6.72%±3.26% 6.17%±3.87% 1.39%±0.17% 10.1K
27 23 - 29
Minimax M3
MiniMax · MiniMax Community License
3.10%±1.05% 7.49%±2.73% 9.67%±3.33% 5.43%±2.14% 6.15%±0.95% 0.93%±0.38% 16.0K
28 24 - 29
Mimo V2.5 Pro
小米 · MIT
3.39%±1.11% 5.88%±2.73% 10.33%±3.35% 2.94%±2.14% 1.69%±1.91% 0.49%±0.34% 16.5K
29 24 - 29
DeepSeek V4 Flash
DeepSeek · MIT
3.49%±1.06% 6.55%±2.78% 9.75%±3.31% 4.16%±2.06% 3.46%±1.15% 0.46%±0.40% 16.0K
30 30 - 33
Inkling
Thinky · Apache 2.0
6.41%±1.31% 7.19%±3.50% 19.01%±3.70% 11.60%±3.00% 6.12%±1.58% 0.40%±0.49% 10.7K
31 30 - 34
Gemini 3.5 Flash (Medium)
Google · Proprietary
6.80%±1.69% 13.18%±4.10% 8.24%±4.98% 10.20%±3.24% 3.28%±3.38% 0.91%±0.52% 8.6K
32 30 - 34
Grok Build 0.1
SpaceXAI · Proprietary
8.01%±0.81% 4.60%±1.76% 11.93%±2.39% 12.26%±1.58% 12.02%±1.80% 0.78%±0.17% 59.1K
33 30 - 34
Grok 4.3 (High)
SpaceXAI · Proprietary
8.25%±0.81% 8.72%±1.72% 14.91%±2.00% 7.31%±1.31% 11.37%±2.42% 1.08%±0.18% 47.9K
34 31 - 34
Gemini 3 Flash
Google · Proprietary
8.65%±0.76% 8.74%±1.58% 12.32%±1.90% 5.33%±1.22% 16.88%±2.00% 0.03%±1.18% 68.4K
35 35 - 37
Minimax M2.7
MiniMax · Modified MIT
12.47%±1.34% 17.13%±3.13% 15.66%±3.70% 17.46%±2.45% 13.35%±3.31% 1.23%±0.20% 16.2K
36 35 - 38
Nemotron 3 Ultra
NVIDIA · OpenMDW-1.1
13.50%±2.38% 15.08%±5.11% 12.20%±7.28% 21.37%±4.80% 18.77%±5.33% 0.09%±0.67% 10.3K
37 35 - 38
Gemma 4 31B
Google · Apache 2.0
14.51%±1.60% 2.31%±1.74% 4.49%±2.62% 6.87%±1.53% 33.53%±5.14% 25.33%±5.11% 54.8K
38 36 - 38
Grok 4.3
SpaceXAI · Proprietary
15.04%±1.03% 10.92%±1.61% 16.20%±1.85% 7.79%±1.23% 41.51%±4.26% 1.21%±0.18% 67.8K
🔍

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