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 - 2
Claude Fable 5.1 (Max)
Anthropic · Proprietary
15.13%±2.14% 17.37%±3.27% 35.86%±8.84% 10.79%±4.44% 11.31%±1.03% 0.33%±0.04% 9.0K
🥈 2
1 - 7
Claude Opus 5.5 (High)
Anthropic · Proprietary
12.09%±2.31% 13.55%±4.55% 21.62%±8.99% 14.05%±4.62% 10.96%±1.06% 0.27%±0.08% 4.0K
🥉 3
2 - 10
GPT 6 Astra (Max)
OpenAI · Proprietary
10.01%±2.86% 12.95%±4.43% 33.01%±11.08% 2.01%±6.47% 5.79%±1.47% 0.34%±0.03% 6.9K
4 4
2 - 10
Claude Opus 5 (Max)
Anthropic · Proprietary
9.38%±1.68% 7.84%±3.55% 16.63%±6.27% 9.97%±3.18% 12.15%±0.85% 0.32%±0.03% 12.6K
5 5
2 - 10
Claude Opus 5 (High)
Anthropic · Proprietary
9.29%±1.60% 6.24%±3.38% 18.22%±5.83% 10.14%±3.06% 11.54%±0.81% 0.29%±0.03% 16.0K
6 7
2 - 10
Claude Fable 5 (High)
Anthropic · Proprietary
8.57%±1.42% 4.51%±3.04% 16.98%±5.04% 12.82%±2.61% 8.20%±1.30% 0.34%±0.03% 23.1K
7 6
2 - 14
GPT 6 Sol (Max)
OpenAI · Proprietary
7.86%±2.72% 6.31%±5.46% 10.21%±10.08% 14.92%±5.26% 7.52%±1.88% 0.34%±0.03% 3.6K
8 8
3 - 12
Claude Opus 4.8 (High)
Anthropic · Proprietary
7.34%±1.55% 2.71%±3.08% 17.91%±5.47% 11.25%±2.62% 4.68%±2.35% 0.17%±0.16% 22.7K
9 9
3 - 13
GPT 5.6 Sol (xHigh)
OpenAI · Proprietary
6.83%±1.48% 3.64%±3.02% 19.62%±5.31% 8.10%±2.76% 2.42%±1.15% 0.34%±0.03% 19.5K
10 10
3 - 17
Claude Sonnet 5 (High)
Anthropic · Proprietary
6.04%±1.96% 3.67%±3.92% 13.16%±6.97% 7.19%±3.97% 5.96%±1.17% 0.19%±0.09% 18.4K
11 11
7 - 17
GPT 5.5 (xHigh)
OpenAI · Proprietary
5.11%±1.13% 0.07%±2.51% 9.32%±3.90% 7.43%±2.07% 8.52%±1.22% 0.34%±0.03% 31.7K
12 16
8 - 17
GLM 5.2 (Max)
智谱 ZAI · MIT
4.86%±0.79% 6.04%±1.67% 11.13%±2.80% 5.00%±1.49% 1.81%±0.63% 0.34%±0.03% 50.4K
13 13
10 - 19
Kimi K3 (Max)
月之暗面 · Kimi K3 license
4.30%±0.62% 8.81%±1.30% 8.33%±2.11% 0.07%±1.28% 3.96%±0.51% 0.34%±0.03% 79.5K
14 12
9 - 23
Hy4 preview
腾讯 · Apache 2.0
4.17%±1.04% 6.71%±2.08% 8.35%±3.74% 0.82%±2.13% 6.44%±0.59% 0.19%±0.06% 31.7K
15 14
7 - 25
Grok 4.7 (xHigh)
SpaceXAI · Proprietary
4.16%±1.88% 3.46%±3.86% 7.67%±6.35% 4.15%±4.14% 5.18%±1.18% 0.34%±0.03% 7.2K
16 15
10 - 22
Deepseek V4.1 Flash (Max)
DeepSeek · MIT
3.80%±0.66% 8.37%±1.38% 4.61%±2.27% 1.83%±1.50% 7.66%±0.37% 0.20%±0.04% 57.2K
17 17
10 - 24
Muse Spark 1.3 (Max)
Meta · Proprietary
3.59%±0.68% 6.27%±1.45% 3.90%±2.31% 2.30%±1.42% 5.14%±0.64% 0.33%±0.03% 40.7K
18 19
13 - 25
GLM 5.3 (Max)
智谱 ZAI · MIT
3.03%±0.74% 6.63%±1.66% 5.99%±2.55% 2.97%±1.43% 0.81%±0.61% 0.34%±0.03% 51.7K
19 18
14 - 27
Gemini 3.8 Flash (High)
Google · Proprietary
2.52%±0.99% 5.58%±2.11% 4.13%±3.35% 3.36%±2.12% 0.63%±0.66% 0.18%±0.07% 18.8K
20 22
14 - 27
GPT 5.5
OpenAI · Proprietary
2.47%±1.03% 1.51%±2.23% 5.64%±3.29% 3.71%±1.82% 4.17%±1.78% 0.34%±0.03% 41.7K
21 20
16 - 27
Qwen3.8 Max
阿里巴巴 · Proprietary
2.17%±0.77% 4.36%±1.67% 3.56%±2.63% 1.41%±1.55% 2.74%±0.73% 1.25%±0.27% 31.4K
22 24
15 - 27
Grok 4.5
SpaceXAI · Proprietary
2.01%±1.13% 0.31%±2.65% 0.90%±3.77% 5.07%±2.31% 5.21%±1.13% 0.34%±0.03% 25.5K
23 21
13 - 32
DeepSeek V4 Pro (High) (0813)
DeepSeek · MIT
1.72%±1.99% 1.69%±4.64% 2.53%±6.84% 2.38%±4.37% 5.05%±1.29% 0.34%±0.03% 4.6K
24 26
17 - 31
GPT 5.6 Terra (xHigh)
OpenAI · Proprietary
1.17%±1.28% 4.63%±3.05% 3.75%±4.29% 5.15%±2.39% 1.24%±1.50% 0.34%±0.03% 13.1K
25 23
14 - 32
GPT 6 Luna (Max)
OpenAI · Proprietary
1.17%±2.11% 3.75%±4.43% 3.27%±7.33% 1.61%±4.58% 3.42%±2.95% 0.34%±0.03% 4.8K
26 25
19 - 32
Grok 4.6 (xHigh)
SpaceXAI · Proprietary
0.78%±1.12% 4.07%±2.75% 1.47%±3.59% 4.21%±2.23% 4.91%±1.04% 0.34%±0.03% 16.6K
27 27
19 - 32
GPT 5.4 (High)
OpenAI · Proprietary
0.60%±0.99% 2.87%±2.35% 0.23%±3.26% 3.37%±1.94% 1.93%±1.27% 0.34%±0.03% 40.4K
28 28
23 - 32
GLM 5.3 Flash
智谱 ZAI · MIT
0.02%±0.57% 5.65%±1.32% 0.08%±1.83% 0.59%±1.15% 5.35%±0.56% 0.34%±0.03% 49.5K
29 30
23 - 32
Qwen3.8 Flash Next
阿里巴巴 · Qwen-community-1.0
0.02%±0.77% 5.73%±1.72% 1.22%±2.67% 1.98%±1.71% 1.68%±0.49% 0.96%±0.11% 48.5K
30 29
23 - 32
GPT 5.6 Luna (xHigh)
OpenAI · Proprietary
0.34%±0.79% 2.43%±1.88% 4.02%±2.53% 2.72%±1.60% 1.66%±0.92% 0.34%±0.03% 25.1K
31 31
23 - 33
DeepSeek V4 Pro
DeepSeek · MIT
0.82%±1.15% 2.20%±2.71% 0.64%±3.98% 2.95%±2.08% 2.01%±1.02% 0.32%±0.15% 21.1K
32 33
24 - 32
Qwen 3.8 27B
阿里巴巴 · Apache 2.0
0.89%±0.70% 2.94%±1.63% 1.12%±2.32% 0.64%±1.48% 5.49%±0.66% 0.12%±0.10% 35.0K
33 32
32 - 34
Gemini 3.7 Flash (High)
Google · Proprietary
2.62%±0.76% 1.72%±1.94% 5.75%±2.33% 1.39%±1.53% 4.27%±0.78% 0.02%±0.25% 32.8K
34 34
33 - 37
Muse Spark 1.2 (xHigh)
Meta · Proprietary
4.10%±0.76% 7.15%±2.07% 12.36%±2.19% 7.04%±1.64% 5.74%±0.89% 0.32%±0.05% 31.3K
35 36
34 - 37
Qwen3.7 Max
阿里巴巴 · Proprietary
4.56%±0.98% 7.52%±2.60% 9.74%±2.78% 3.53%±1.79% 1.81%±1.76% 0.19%±0.20% 24.2K
36 35
34 - 37
Muse Spark 1.1
Meta · Proprietary
5.04%±0.50% 4.37%±1.28% 12.30%±1.39% 6.45%±1.02% 2.42%±0.86% 0.32%±0.03% 87.7K
37 37
34 - 42
Hy3
腾讯 · Apache 2.0
5.91%±1.41% 7.93%±3.25% 8.14%±4.09% 2.56%±3.00% 7.44%±2.90% 3.50%±1.38% 17.4K
38 38
37 - 42
Mimo V2.5 Pro
小米 · MIT
6.77%±0.99% 9.55%±2.60% 11.45%±2.79% 5.31%±1.89% 6.60%±1.70% 0.95%±0.30% 26.3K
39 39
37 - 42
Minimax M3
MiniMax · MiniMax Community License
6.86%±1.00% 13.32%±2.82% 13.31%±2.85% 7.86%±2.03% 0.18%±1.09% 0.01%±0.13% 24.2K
40 42
37 - 43
Qwen3.7 Plus
阿里巴巴 · Proprietary
7.45%±1.45% 8.95%±3.72% 12.44%±3.84% 8.39%±2.73% 6.25%±2.94% 1.21%±0.48% 13.0K
41 40
37 - 43
Gemini 3.6 Flash (High)
Google · Proprietary
7.97%±1.14% 8.60%±2.99% 10.69%±3.16% 4.90%±2.26% 15.97%±1.90% 0.32%±0.04% 13.6K
42 41
37 - 43
Gemini 3.1 Pro Preview
Google · Proprietary
8.08%±1.04% 8.66%±2.41% 2.40%±2.92% 5.35%±1.70% 23.38%±2.11% 0.61%±0.93% 43.5K
43 43
40 - 45
Inkling Small
Thinky · Apache 2.0
10.26%±1.59% 20.49%±4.97% 22.33%±3.97% 13.96%±3.62% 5.98%±1.37% 0.52%±0.41% 7.4K
44 44
43 - 45
Inkling
Thinky · Apache 2.0
11.05%±1.15% 20.76%±3.52% 23.46%±2.67% 14.33%±2.54% 3.24%±1.66% 0.09%±0.11% 23.7K
45 45
43 - 46
Mistral Medium 3.5
Mistral · Modified MIT
12.23%±1.74% 17.09%±4.57% 15.30%±4.82% 10.22%±3.78% 16.48%±2.81% 2.08%±0.80% 6.3K
46 46
45 - 46
Solar Pro 4
Upstage · Proprietary
15.99%±2.11% 19.83%±5.83% 22.42%±5.16% 11.04%±4.23% 24.67%±4.51% 2.00%±0.87% 5.7K
🔍

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