排名Rank 综合排名 / 区间Overall 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
1 - 3
Claude Fable 5.1 (Max)
Anthropic · Proprietary
14.06%±1.77% 17.37%±2.77% 32.43%±7.15% 8.40%±3.74% 11.78%±0.84% 0.34%±0.03% 15.1K
🥈 2
1 - 6
Claude Opus 5.5 (High)
Anthropic · Proprietary
11.84%±1.95% 16.25%±3.75% 19.28%±7.60% 13.57%±4.04% 9.81%±1.27% 0.30%±0.06% 6.0K
🥉 3
1 - 8
GPT 6 Astra (Max)
OpenAI · Proprietary
10.36%±2.28% 12.68%±3.58% 33.92%±8.96% 1.39%±5.07% 6.26%±1.25% 0.35%±0.03% 11.5K
4 4
2 - 8
Claude Opus 5 (Max)
Anthropic · Proprietary
9.54%±1.46% 10.18%±2.90% 16.64%±5.46% 7.91%±2.90% 12.62%±0.78% 0.34%±0.03% 21.9K
5 5
2 - 8
Claude Opus 5 (High)
Anthropic · Proprietary
9.38%±1.35% 6.69%±2.81% 17.66%±4.98% 10.68%±2.62% 11.54%±0.78% 0.31%±0.03% 26.8K
6 6
2 - 9
GPT 6 Sol (Max)
OpenAI · Proprietary
8.80%±2.30% 10.84%±4.18% 10.51%±8.89% 14.54%±4.46% 7.75%±1.76% 0.35%±0.03% 5.7K
7 7
3 - 9
Claude Fable 5 (High)
Anthropic · Proprietary
7.99%±1.20% 3.10%±2.59% 16.58%±4.31% 11.43%±2.25% 8.49%±1.18% 0.35%±0.03% 40.3K
8 8
3 - 11
Claude Opus 4.8 (High)
Anthropic · Proprietary
6.87%±1.31% 3.85%±2.52% 15.19%±4.63% 9.59%±2.29% 5.75%±2.01% 0.05%±0.25% 40.4K
9 9
6 - 12
GPT 5.6 Sol (xHigh)
OpenAI · Proprietary
6.26%±1.25% 3.09%±2.49% 18.82%±4.46% 6.54%±2.41% 2.51%±1.07% 0.35%±0.03% 34.2K
10 10
8 - 21
Claude Sonnet 5 (High)
Anthropic · Proprietary
4.80%±1.58% 0.79%±3.27% 9.11%±5.49% 7.49%±3.31% 6.44%±1.05% 0.18%±0.09% 31.6K
11 11
9 - 21
GPT 5.5 (xHigh)
OpenAI · Proprietary
4.24%±0.95% 2.61%±2.10% 7.82%±3.25% 6.86%±1.82% 8.80%±1.18% 0.35%±0.03% 54.1K
12 12
10 - 21
Hy4 preview
腾讯 · Apache 2.0
4.10%±0.87% 7.53%±1.69% 7.45%±3.13% 0.70%±1.82% 6.22%±0.51% 0.02%±0.32% 54.5K
13 13
10 - 18
Kimi K3 (Max)
月之暗面 · Kimi K3 license
4.03%±0.53% 9.18%±1.10% 7.35%±1.80% 0.54%±1.12% 3.83%±0.50% 0.35%±0.03% 130.6K
14 14
8 - 23
Grok 4.7 (xHigh)
SpaceXAI · Proprietary
4.02%±1.57% 8.99%±3.06% 4.42%±5.37% 0.46%±3.68% 5.88%±1.03% 0.35%±0.03% 11.0K
15 15
10 - 21
Deepseek V4.1 Flash (Max)
DeepSeek · MIT
3.86%±0.57% 12.08%±1.11% 2.90%±1.97% 3.29%±1.34% 7.39%±0.33% 0.22%±0.04% 90.3K
16 16
10 - 21
GLM 5.2 (Max)
智谱 ZAI · MIT
3.84%±0.69% 3.78%±1.45% 9.84%±2.40% 4.18%±1.33% 1.08%±0.69% 0.35%±0.03% 84.1K
17 17
10 - 21
Muse Spark 1.3 (Max)
Meta · Proprietary
3.83%±0.59% 8.35%±1.19% 3.67%±2.00% 1.58%±1.29% 5.20%±0.57% 0.35%±0.03% 63.9K
18 18
10 - 22
Gemini 3.8 Flash (High)
Google · Proprietary
3.75%±0.86% 9.30%±1.74% 5.06%±2.99% 4.26%±1.89% 0.06%±0.58% 0.21%±0.06% 33.5K
19 19
11 - 24
GLM 5.3 (Max)
智谱 ZAI · MIT
2.78%±0.64% 5.99%±1.42% 5.69%±2.19% 2.81%±1.25% 0.93%±0.57% 0.35%±0.03% 81.7K
20 20
17 - 25
Qwen3.8 Max
阿里巴巴 · Proprietary
2.46%±0.66% 5.19%±1.39% 3.67%±2.27% 2.03%±1.37% 2.52%±0.70% 1.11%±0.23% 49.7K
21 21
11 - 28
DeepSeek V4 Pro (High) (0813)
DeepSeek · MIT
1.74%±1.73% 1.28%±3.84% 3.11%±6.11% 1.76%±3.82% 4.77%±1.11% 0.35%±0.03% 7.2K
22 22
18 - 27
GPT 5.5
OpenAI · Proprietary
1.68%±0.85% 4.47%±1.86% 4.90%±2.80% 2.26%±1.57% 5.35%±1.29% 0.35%±0.03% 82.3K
23 23
11 - 28
GPT 6 Luna (Max)
OpenAI · Proprietary
1.59%±1.77% 4.63%±3.60% 2.77%±6.11% 1.51%±4.00% 4.24%±2.24% 0.35%±0.03% 8.0K
24 24
19 - 28
Grok 4.5
SpaceXAI · Proprietary
1.25%±0.95% 1.07%±2.21% 2.71%±3.13% 3.86%±1.98% 5.84%±1.02% 0.35%±0.03% 41.8K
25 25
20 - 28
Grok 4.6 (xHigh)
SpaceXAI · Proprietary
1.13%±0.97% 3.32%±2.31% 0.24%±3.15% 3.26%±1.99% 5.61%±0.90% 0.35%±0.03% 25.9K
26 26
21 - 31
GPT 5.6 Terra (xHigh)
OpenAI · Proprietary
0.64%±1.09% 6.36%±2.51% 2.75%±3.66% 4.11%±2.12% 2.34%±1.31% 0.35%±0.03% 22.3K
27 27
21 - 31
GPT 5.4 (High)
OpenAI · Proprietary
0.31%±0.83% 3.50%±1.90% 0.73%±2.79% 2.43%±1.67% 3.00%±1.08% 0.35%±0.03% 81.5K
28 28
22 - 31
GLM 5.3 Flash
智谱 ZAI · MIT
0.08%±0.50% 6.64%±1.11% 0.44%±1.62% 1.06%±1.04% 5.88%±0.54% 0.35%±0.03% 76.6K
29 29
26 - 33
GPT 5.6 Luna (xHigh)
OpenAI · Proprietary
0.86%±0.67% 4.60%±1.59% 4.18%±2.16% 1.92%±1.41% 2.20%±0.82% 0.35%±0.03% 40.9K
30 30
26 - 33
Qwen3.8 Flash Next
阿里巴巴 · Qwen-community-1.0
0.88%±0.65% 5.52%±1.41% 2.87%±2.21% 3.42%±1.48% 2.77%±0.42% 0.90%±0.09% 80.3K
31 31
26 - 33
DeepSeek V4 Pro
DeepSeek · MIT
1.23%±0.97% 3.71%±2.28% 1.59%±3.33% 2.82%±1.84% 2.16%±0.90% 0.18%±0.12% 35.7K
32 32
29 - 33
Gemini 3.7 Flash (High)
Google · Proprietary
1.31%±0.67% 0.27%±1.61% 3.28%±2.12% 0.01%±1.36% 3.45%±0.70% 0.06%±0.24% 52.2K
33 33
29 - 33
Qwen 3.8 27B
阿里巴巴 · Apache 2.0
1.54%±0.60% 2.44%±1.37% 2.63%±2.00% 0.97%±1.30% 6.28%±0.58% 0.28%±0.12% 55.2K
34 34
34 - 36
Muse Spark 1.2 (xHigh)
Meta · Proprietary
3.24%±0.67% 5.38%±1.73% 11.66%±1.97% 5.40%±1.45% 5.90%±0.80% 0.32%±0.06% 47.9K
35 35
34 - 36
Muse Spark 1.1
Meta · Proprietary
4.07%±0.44% 1.98%±1.06% 11.10%±1.24% 5.62%±0.92% 1.97%±0.80% 0.33%±0.03% 140.0K
36 36
34 - 37
Qwen3.7 Max
阿里巴巴 · Proprietary
4.59%±0.87% 9.18%±2.18% 8.35%±2.53% 3.46%±1.61% 1.73%±1.58% 0.22%±0.19% 40.1K
37 37
36 - 42
Hy3
腾讯 · Apache 2.0
5.75%±1.16% 11.30%±2.66% 7.34%±3.46% 1.35%±2.45% 5.91%±2.27% 2.85%±1.00% 29.1K
38 38
37 - 42
Mimo V2.5 Pro
小米 · MIT
6.61%±0.86% 11.12%±2.18% 10.56%±2.49% 4.52%±1.69% 5.90%±1.51% 0.92%±0.27% 44.6K
39 39
37 - 42
Minimax M3
MiniMax · MiniMax Community License
6.81%±0.84% 14.28%±2.28% 13.18%±2.44% 6.99%±1.71% 0.51%±0.96% 0.09%±0.19% 41.0K
40 40
37 - 42
Gemini 3.6 Flash (High)
Google · Proprietary
6.93%±0.99% 7.58%±2.46% 8.52%±2.90% 3.98%±2.00% 14.90%±1.66% 0.31%±0.05% 22.8K
41 41
37 - 42
Gemini 3.1 Pro Preview
Google · Proprietary
7.22%±0.87% 7.96%±1.90% 0.70%±2.46% 3.98%±1.44% 23.03%±1.93% 0.43%±0.85% 86.7K
42 42
37 - 43
Qwen3.7 Plus
阿里巴巴 · Proprietary
7.23%±1.24% 9.47%±3.06% 12.51%±3.37% 7.47%±2.41% 5.68%±2.59% 1.02%±0.38% 21.5K
43 43
42 - 45
Inkling Small
Thinky · Apache 2.0
9.60%±1.35% 21.26%±4.01% 20.52%±3.61% 11.51%±3.14% 5.72%±1.23% 0.42%±0.32% 13.1K
44 44
43 - 45
Inkling
Thinky · Apache 2.0
11.00%±0.99% 21.89%±2.79% 22.04%±2.47% 11.79%±2.20% 0.73%±1.62% 0.03%±0.13% 42.7K
45 45
43 - 45
Mistral Medium 3.5
Mistral · Modified MIT
11.95%±1.46% 16.36%±3.69% 15.47%±3.98% 7.18%±3.25% 18.26%±2.70% 2.48%±0.82% 10.9K
46 46
46 - 46
Solar Pro 4
Upstage · Proprietary
16.25%±1.87% 23.15%±4.88% 20.12%±4.89% 10.33%±3.67% 25.73%±4.16% 1.89%±0.74% 9.3K
🔍

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