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 - 7
Claude Fable 5.1 (Max)
Anthropic · Proprietary
12.17%±3.23% 18.88%±4.84% 24.46%±12.98% 4.80%±6.37% 12.45%±1.67% 0.27%±0.04% 6.3K
🥈 4
1 - 8
Claude Opus 5 (Max)
Anthropic · Proprietary
10.19%±2.88% 12.81%±5.11% 17.88%±11.45% 7.41%±5.89% 12.58%±1.96% 0.26%±0.04% 9.2K
🥉 2
1 - 11
Claude Opus 5.5 (High)
Anthropic · Proprietary
10.18%±4.08% 17.51%±6.45% 14.76%±16.65% 8.00%±8.34% 10.35%±2.31% 0.27%±0.04% 2.2K
4 3
1 - 16
GPT 6 Astra (Max)
OpenAI · Proprietary
8.48%±3.97% 16.68%±5.99% 23.70%±15.67% 3.78%±8.19% 5.51%±6.06% 0.27%±0.04% 4.5K
5 6
1 - 18
GPT 6 Sol (Max)
OpenAI · Proprietary
8.46%±4.60% 13.92%±7.24% 6.17%±18.86% 8.92%±9.11% 13.01%±2.15% 0.27%±0.04% 2.0K
6 7
1 - 11
Claude Fable 5 (High)
Anthropic · Proprietary
8.28%±2.22% 5.83%±4.19% 17.17%±8.48% 9.50%±3.85% 8.65%±3.45% 0.27%±0.04% 17.3K
7 5
1 - 12
Claude Opus 5 (High)
Anthropic · Proprietary
8.03%±2.51% 5.95%±5.00% 12.71%±9.78% 9.82%±4.63% 11.41%±2.20% 0.27%±0.04% 11.5K
8 18
3 - 19
Gemini 3.8 Flash (High)
Google · Proprietary
5.38%±1.75% 14.50%±2.94% 8.18%±6.72% 2.25%±3.86% 1.81%±1.47% 0.17%±0.13% 11.3K
9 9
2 - 24
GPT 5.6 Sol (xHigh)
OpenAI · Proprietary
5.31%±2.29% 4.24%±4.22% 13.44%±8.44% 2.43%±4.50% 6.20%±2.39% 0.27%±0.04% 14.6K
10 8
3 - 26
Claude Opus 4.8 (High)
Anthropic · Proprietary
4.91%±2.37% 3.67%±4.43% 8.00%±8.56% 5.13%±4.16% 7.90%±3.56% 0.16%±0.52% 15.3K
11 12
6 - 27
Hy4 preview
腾讯 · Apache 2.0
3.44%±1.73% 6.54%±3.13% 4.68%±6.53% 0.94%±3.46% 4.95%±1.20% 0.09%±0.11% 18.3K
12 11
6 - 27
GPT 5.5 (xHigh)
OpenAI · Proprietary
3.23%±1.72% 2.71%±3.50% 3.91%±6.33% 3.57%±3.42% 11.09%±2.14% 0.27%±0.04% 23.1K
13 10
5 - 29
Claude Sonnet 5 (High)
Anthropic · Proprietary
3.20%±2.79% 3.37%±5.59% 6.90%±9.88% 6.87%±5.48% 5.45%±3.53% 0.16%±0.17% 13.5K
14 20
7 - 27
Qwen3.8 Max
阿里巴巴 · Proprietary
3.08%±1.25% 6.36%±2.42% 4.64%±4.55% 3.38%±2.61% 1.85%±1.58% 0.82%±0.29% 19.9K
15 14
3 - 33
Grok 4.7 (xHigh)
SpaceXAI · Proprietary
2.99%±3.23% 16.53%±5.07% 0.37%±11.88% 9.21%±7.97% 7.76%±2.18% 0.27%±0.04% 3.8K
16 32
7 - 27
Gemini 3.7 Flash (High)
Google · Proprietary
2.75%±1.31% 3.64%±2.73% 3.34%±4.77% 5.43%±2.68% 1.17%±1.33% 0.19%±0.15% 22.1K
17 15
8 - 27
Deepseek V4.1 Flash (Max)
DeepSeek · MIT
2.60%±1.17% 14.47%±1.96% 1.79%±4.34% 7.08%±2.77% 3.70%±0.96% 0.14%±0.07% 31.3K
18 13
9 - 27
Kimi K3 (Max)
月之暗面 · Kimi K3 license
2.51%±0.99% 8.39%±1.94% 3.44%±3.58% 3.79%±2.18% 4.26%±1.14% 0.27%±0.04% 55.4K
19 19
9 - 29
GLM 5.3 (Max)
智谱 ZAI · MIT
2.18%±1.23% 4.14%±2.57% 4.41%±4.53% 1.09%±2.27% 1.01%±1.15% 0.27%±0.04% 33.9K
20 17
9 - 29
Muse Spark 1.3 (Max)
Meta · Proprietary
2.16%±1.12% 9.11%±2.05% 0.50%±3.87% 1.63%±2.57% 3.57%±1.52% 0.27%±0.04% 24.6K
21 24
9 - 31
Grok 4.5
SpaceXAI · Proprietary
1.76%±1.76% 1.76%±3.57% 2.29%±6.14% 2.61%±3.62% 6.47%±2.54% 0.27%±0.04% 17.9K
22 21
6 - 35
DeepSeek V4 Pro (High) (0813)
DeepSeek · MIT
1.70%±3.37% 2.35%±6.96% 0.55%±11.99% 6.05%±7.21% 4.00%±2.25% 0.27%±0.04% 2.6K
23 23
6 - 35
GPT 6 Luna (Max)
OpenAI · Proprietary
1.70%±3.51% 5.80%±6.19% 2.05%±12.46% 4.51%±8.12% 9.00%±4.34% 0.27%±0.04% 2.7K
24 16
10 - 30
GLM 5.2 (Max)
智谱 ZAI · MIT
1.67%±1.32% 1.21%±2.63% 6.44%±4.74% 0.18%±2.52% 3.03%±1.68% 0.27%±0.04% 35.3K
25 22
9 - 31
GPT 5.5
OpenAI · Proprietary
1.64%±1.60% 5.35%±3.22% 4.20%±5.76% 0.53%±2.98% 9.59%±2.06% 0.27%±0.04% 29.3K
26 25
10 - 34
Grok 4.6 (xHigh)
SpaceXAI · Proprietary
1.09%±1.88% 3.75%±3.98% 3.15%±6.68% 0.62%±3.79% 6.42%±1.94% 0.27%±0.04% 11.2K
27 26
11 - 35
GPT 5.6 Terra (xHigh)
OpenAI · Proprietary
0.35%±2.13% 6.59%±4.21% 4.08%±7.71% 2.31%±4.14% 6.31%±2.75% 0.27%±0.04% 9.5K
28 27
17 - 35
GPT 5.4 (High)
OpenAI · Proprietary
0.42%±1.61% 5.31%±3.29% 4.47%±5.80% 1.02%±3.20% 6.38%±2.11% 0.27%±0.04% 28.3K
29 28
20 - 35
GLM 5.3 Flash
智谱 ZAI · MIT
0.59%±1.00% 7.34%±1.93% 1.18%±3.49% 2.79%±2.12% 6.60%±1.58% 0.27%±0.04% 29.9K
30 31
17 - 37
DeepSeek V4 Pro
DeepSeek · MIT
0.72%±1.90% 5.35%±3.94% 0.01%±6.76% 2.38%±3.74% 4.01%±2.00% 0.10%±0.15% 14.8K
31 29
21 - 36
GPT 5.6 Luna (xHigh)
OpenAI · Proprietary
1.14%±1.33% 4.93%±2.70% 4.96%±4.38% 1.24%±2.67% 2.67%±2.30% 0.27%±0.04% 16.5K
32 35
24 - 36
Muse Spark 1.1
Meta · Proprietary
1.37%±0.90% 3.94%±1.76% 7.60%±2.84% 3.29%±1.92% 0.16%±2.00% 0.26%±0.04% 57.9K
33 34
23 - 37
Muse Spark 1.2 (xHigh)
Meta · Proprietary
1.63%±1.41% 1.53%±2.98% 8.16%±4.61% 0.02%±2.96% 1.28%±2.36% 0.27%±0.04% 19.0K
34 40
23 - 41
Gemini 3.6 Flash (High)
Google · Proprietary
1.92%±1.87% 1.86%±3.86% 1.88%±6.52% 0.17%±3.81% 6.20%±2.58% 0.19%±0.16% 9.5K
35 36
25 - 41
Qwen3.7 Max
阿里巴巴 · Proprietary
3.30%±1.80% 10.79%±3.74% 3.49%±5.66% 1.08%±3.17% 0.66%±3.90% 0.45%±0.49% 16.8K
36 30
30 - 41
Qwen3.8 Flash Next
阿里巴巴 · Qwen-community-1.0
3.37%±1.22% 2.74%±2.56% 5.77%±4.22% 6.65%±2.83% 6.51%±0.98% 0.64%±0.17% 29.5K
37 33
34 - 41
Qwen 3.8 27B
阿里巴巴 · Apache 2.0
4.33%±1.16% 1.18%±2.50% 8.56%±3.86% 1.75%±2.58% 9.86%±1.51% 0.29%±0.25% 21.6K
38 38
32 - 42
Mimo V2.5 Pro
小米 · MIT
4.44%±1.94% 9.96%±3.80% 5.65%±5.84% 0.29%±3.42% 5.73%±5.28% 0.55%±0.47% 17.8K
39 37
34 - 43
Hy3
腾讯 · Apache 2.0
5.24%±2.01% 14.97%±4.42% 6.90%±6.54% 0.89%±4.06% 2.44%±3.06% 2.78%±1.19% 11.8K
40 41
34 - 43
Gemini 3.1 Pro Preview
Google · Proprietary
5.30%±1.64% 6.71%±3.03% 2.98%±4.86% 0.83%±2.64% 22.21%±4.58% 0.27%±0.04% 32.0K
41 42
34 - 44
Qwen3.7 Plus
阿里巴巴 · Proprietary
5.92%±2.25% 9.43%±5.08% 11.53%±6.99% 4.91%±4.64% 2.70%±4.58% 1.04%±0.74% 9.2K
42 39
38 - 44
Minimax M3
MiniMax · MiniMax Community License
7.76%±1.58% 18.46%±3.93% 15.35%±4.76% 4.41%±3.22% 0.29%±2.63% 0.26%±0.46% 17.3K
43 43
39 - 46
Inkling Small
Thinky · Apache 2.0
9.38%±2.64% 23.59%±6.86% 17.52%±8.06% 5.50%±6.12% 0.08%±3.41% 0.37%±0.58% 5.0K
44 44
41 - 45
Inkling
Thinky · Apache 2.0
9.69%±2.03% 23.04%±4.69% 18.79%±5.56% 2.87%±4.19% 3.55%±4.49% 0.21%±0.32% 16.6K
45 45
43 - 46
Mistral Medium 3.5
Mistral · Modified MIT
13.02%±2.81% 17.17%±6.14% 22.52%±6.50% 4.10%±5.79% 25.92%±8.17% 3.59%±2.92% 4.4K
46 46
44 - 46
Solar Pro 4
Upstage · Proprietary
16.24%±4.36% 26.49%±8.19% 16.58%±11.39% 5.08%±6.66% 32.06%±14.21% 0.96%±1.14% 3.9K
🔍

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