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
15.91%±2.68% 15.55%±5.04% 39.36%±10.66% 12.31%±5.31% 12.00%±1.24% 0.34%±0.03% 5.0K
🥈 2
1 - 4
GPT 6 Astra (Max)
OpenAI · Proprietary
14.30%±3.45% 17.87%±5.54% 44.06%±13.43% 2.88%±7.21% 6.34%±1.49% 0.34%±0.03% 4.1K
🥉 3
2 - 7
Claude Opus 5 (High)
Anthropic · Proprietary
11.18%±1.92% 9.73%±4.31% 21.39%±6.94% 12.92%±3.55% 11.61%±0.93% 0.27%±0.04% 8.8K
4 6
2 - 14
GPT 6 Sol (Max)
OpenAI · Proprietary
9.17%±3.55% 9.84%±8.16% 9.96%±12.47% 17.41%±8.10% 8.29%±1.90% 0.34%±0.03% 1.6K
5 5
3 - 9
Claude Fable 5 (High)
Anthropic · Proprietary
9.11%±1.70% 4.76%±4.12% 17.64%±5.73% 13.67%±3.01% 9.13%±1.37% 0.34%±0.03% 12.4K
6 7
3 - 9
Claude Opus 4.8 (High)
Anthropic · Proprietary
8.27%±1.75% 4.62%±3.89% 18.22%±6.15% 12.34%±2.96% 6.05%±2.27% 0.13%±0.19% 12.6K
7 4
3 - 10
Claude Opus 5 (Max)
Anthropic · Proprietary
8.17%±1.91% 8.97%±4.77% 9.58%±6.47% 9.84%±3.66% 12.14%±0.99% 0.32%±0.04% 6.8K
8 8
4 - 17
GPT 5.6 Sol (xHigh)
OpenAI · Proprietary
6.73%±1.79% 2.15%±4.17% 21.20%±6.12% 7.51%±3.12% 2.46%±1.39% 0.34%±0.03% 10.7K
9 9
4 - 20
Claude Sonnet 5 (High)
Anthropic · Proprietary
5.68%±2.25% 6.20%±5.27% 7.62%±7.64% 8.57%±4.57% 5.89%±1.33% 0.14%±0.12% 9.9K
10 15
6 - 17
GLM 5.2 (Max)
智谱 ZAI · MIT
5.51%±0.93% 7.52%±2.20% 12.96%±3.17% 5.98%±1.66% 0.73%±0.85% 0.34%±0.03% 27.7K
11 10
7 - 18
Kimi K3 (Max)
月之暗面 · Kimi K3 license
5.23%±0.74% 9.84%±1.74% 9.91%±2.43% 1.57%±1.45% 4.48%±0.55% 0.34%±0.03% 44.8K
12 12
7 - 21
GPT 5.5 (xHigh)
OpenAI · Proprietary
4.69%±1.30% 0.59%±3.36% 7.66%±4.17% 8.00%±2.31% 8.04%±1.41% 0.33%±0.03% 16.9K
13 11
7 - 21
Hy4 preview
腾讯 · Apache 2.0
4.65%±1.26% 7.61%±2.88% 8.31%±4.27% 0.56%±2.55% 7.68%±0.70% 0.22%±0.07% 17.6K
14 16
8 - 20
Muse Spark 1.3 (Max)
Meta · Proprietary
4.60%±0.82% 8.14%±1.93% 4.67%±2.67% 3.81%±1.69% 6.03%±0.75% 0.33%±0.03% 22.4K
15 14
8 - 20
Deepseek V4.1 Flash (Max)
DeepSeek · MIT
4.40%±0.80% 10.41%±1.87% 4.99%±2.58% 2.11%±1.88% 8.53%±0.43% 0.18%±0.05% 31.2K
16 18
8 - 23
DeepSeek V4 Pro (High) (0813)
DeepSeek · MIT
4.31%±1.12% 6.63%±2.67% 7.60%±3.71% 1.82%±2.27% 5.19%±0.87% 0.32%±0.04% 16.9K
17 17
7 - 26
Grok 4.7 (xHigh)
SpaceXAI · Proprietary
3.41%±2.56% 3.81%±5.70% 6.22%±8.76% 0.81%±5.36% 5.87%±1.52% 0.34%±0.03% 3.1K
18 23
10 - 25
Grok 4.6 (xHigh)
SpaceXAI · Proprietary
3.25%±1.32% 1.35%±3.47% 1.58%±4.09% 7.35%±2.55% 5.62%±1.27% 0.34%±0.03% 9.3K
19 19
11 - 24
GLM 5.3 (Max)
智谱 ZAI · MIT
3.25%±0.85% 7.06%±2.21% 6.55%±2.77% 3.32%±1.60% 1.02%±0.70% 0.34%±0.03% 29.9K
20 13
11 - 25
Gemini 3.8 Flash (High)
Google · Proprietary
2.85%±1.24% 6.43%±2.90% 4.52%±4.00% 3.55%±2.61% 0.37%±0.72% 0.13%±0.10% 10.0K
21 20
17 - 25
Qwen3.8 Max
阿里巴巴 · Proprietary
2.28%±0.91% 5.13%±2.25% 1.95%±2.89% 1.99%±1.79% 3.16%±0.85% 0.83%±0.32% 17.5K
22 21
16 - 26
GPT 5.5
OpenAI · Proprietary
2.15%±1.15% 2.31%±2.97% 4.06%±3.57% 4.60%±2.00% 4.08%±1.45% 0.34%±0.03% 22.5K
23 22
14 - 26
Grok 4.5
SpaceXAI · Proprietary
2.06%±1.36% 0.43%±3.64% 0.81%±4.28% 5.58%±2.66% 5.63%±1.17% 0.34%±0.03% 14.0K
24 24
16 - 29
GPT 5.6 Terra (xHigh)
OpenAI · Proprietary
1.77%±1.50% 3.50%±4.04% 3.61%±4.67% 6.91%±2.67% 1.46%±1.35% 0.34%±0.03% 7.4K
25 27
18 - 29
Qwen3.8 Flash Next
阿里巴巴 · Qwen-community-1.0
1.36%±0.96% 7.80%±2.30% 1.30%±3.20% 1.26%±2.02% 0.05%±0.56% 0.99%±0.13% 27.8K
26 25
21 - 30
GPT 5.4 (High)
OpenAI · Proprietary
0.13%±1.17% 3.34%±3.20% 0.44%±3.49% 3.06%±2.19% 1.01%±1.64% 0.34%±0.03% 21.8K
27 26
24 - 30
GLM 5.3 Flash
智谱 ZAI · MIT
0.01%±0.67% 6.60%±1.80% 1.61%±1.97% 0.03%±1.32% 5.33%±0.67% 0.34%±0.03% 28.0K
28 31
24 - 30
Qwen 3.8 27B
阿里巴巴 · Apache 2.0
0.28%±0.82% 4.61%±2.13% 0.97%±2.55% 0.10%±1.66% 4.85%±0.75% 0.11%±0.11% 20.5K
29 28
24 - 30
GPT 5.6 Luna (xHigh)
OpenAI · Proprietary
0.36%±0.95% 3.74%±2.56% 3.08%±2.81% 2.57%±1.84% 2.10%±1.03% 0.34%±0.03% 14.3K
30 29
26 - 31
DeepSeek V4 Pro
DeepSeek · MIT
1.26%±1.32% 3.48%±3.54% 2.30%±4.26% 2.24%±2.22% 2.14%±1.21% 0.42%±0.20% 11.8K
31 30
30 - 34
Gemini 3.7 Flash (High)
Google · Proprietary
3.15%±0.88% 3.23%±2.57% 5.98%±2.41% 1.70%±1.66% 4.71%±0.89% 0.12%±0.33% 18.9K
32 32
31 - 34
Muse Spark 1.2 (xHigh)
Meta · Proprietary
3.55%±0.92% 7.09%±2.73% 10.76%±2.48% 8.19%±1.88% 7.99%±0.99% 0.31%±0.06% 18.0K
33 34
31 - 37
Qwen3.7 Max
阿里巴巴 · Proprietary
4.99%±1.13% 8.37%±3.43% 10.97%±2.81% 3.78%±1.94% 1.77%±2.06% 0.09%±0.19% 13.5K
34 33
33 - 37
Muse Spark 1.1
Meta · Proprietary
5.29%±0.62% 6.18%±1.77% 11.08%±1.53% 6.69%±1.19% 2.81%±1.03% 0.32%±0.04% 49.0K
35 35
31 - 38
Hy3
腾讯 · Apache 2.0
5.49%±1.73% 5.71%±4.37% 6.28%±4.76% 3.36%±3.44% 8.93%±3.85% 3.15%±1.11% 9.6K
36 37
33 - 38
Minimax M3
MiniMax · MiniMax Community License
6.86%±1.21% 13.40%±3.68% 12.26%±3.09% 9.33%±2.26% 0.87%±1.20% 0.19%±0.27% 13.6K
37 36
33 - 39
Mimo V2.5 Pro
小米 · MIT
7.01%±1.13% 10.62%±3.40% 11.52%±2.84% 5.87%±2.08% 6.10%±1.90% 0.97%±0.32% 14.7K
38 39
35 - 43
Qwen3.7 Plus
阿里巴巴 · Proprietary
8.17%±1.76% 11.65%±5.15% 13.56%±4.03% 8.48%±2.99% 6.47%±3.71% 0.69%±0.33% 7.2K
39 38
38 - 43
Gemini 3.1 Pro Preview
Google · Proprietary
9.37%±1.22% 12.03%±3.37% 4.51%±2.93% 6.37%±1.91% 22.88%±2.47% 1.03%±1.53% 23.2K
40 40
38 - 43
Gemini 3.6 Flash (High)
Google · Proprietary
9.82%±1.38% 13.60%±4.07% 10.72%±3.39% 6.95%±2.51% 18.12%±2.43% 0.30%±0.05% 7.7K
41 41
37 - 43
Inkling Small
Thinky · Apache 2.0
10.01%±1.90% 22.35%±6.87% 21.73%±4.21% 14.59%±4.07% 9.19%±1.69% 0.57%±0.48% 4.0K
42 42
38 - 43
Inkling
Thinky · Apache 2.0
10.41%±1.36% 21.26%±4.65% 21.31%±2.89% 15.93%±2.90% 6.37%±1.38% 0.08%±0.12% 13.2K
43 43
38 - 43
Mistral Medium 3.5
Mistral · Modified MIT
11.86%±2.08% 14.04%±6.17% 16.14%±5.15% 12.32%±4.37% 14.37%±3.30% 2.42%±1.01% 3.4K
44 44
44 - 44
Solar Pro 4
Upstage · Proprietary
16.87%±2.41% 19.67%±8.07% 23.96%±4.17% 12.15%±4.71% 26.43%±5.68% 2.11%±0.98% 3.2K
🔍

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