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
15.76%±2.26% 16.55%±3.56% 37.58%±9.52% 12.48%±1.96% 11.90%±1.16% 0.30%±0.04% 8.8K
🥈 2
1 - 4
Claude Opus 5.5 (High)
Anthropic · Proprietary
13.72%±2.61% 12.00%±4.84% 31.89%±10.63% 11.66%±3.14% 12.77%±0.87% 0.28%±0.06% 3.3K
🥉 3
1 - 9
GPT 6 Astra (Max)
OpenAI · Proprietary
11.82%±2.87% 11.88%±5.38% 32.64%±11.69% 9.40%±3.46% 4.89%±1.93% 0.31%±0.03% 6.6K
4 4
2 - 11
GPT 6 Sol (Max)
OpenAI · Proprietary
10.38%±2.94% 6.46%±5.72% 25.41%±11.85% 13.06%±2.63% 6.65%±2.14% 0.31%±0.03% 3.2K
5 7
3 - 11
Claude Fable 5 (High)
Anthropic · Proprietary
9.02%±1.50% 6.41%±3.19% 19.27%±5.66% 10.67%±1.56% 8.44%±1.43% 0.31%±0.03% 22.9K
6 5
3 - 11
Claude Opus 5 (High)
Anthropic · Proprietary
8.90%±1.82% 5.85%±3.91% 18.80%±6.51% 7.61%±2.34% 11.93%±0.84% 0.29%±0.03% 15.7K
7 6
3 - 12
Claude Opus 5 (Max)
Anthropic · Proprietary
7.69%±1.82% 7.51%±4.05% 13.45%±6.61% 4.61%±2.49% 12.57%±0.89% 0.30%±0.03% 12.5K
8 9
3 - 12
GPT 5.6 Sol (xHigh)
OpenAI · Proprietary
7.59%±1.62% 5.50%±3.37% 22.15%±6.08% 8.24%±1.68% 1.78%±1.52% 0.31%±0.03% 19.4K
9 10
4 - 13
Claude Opus 4.8 (High)
Anthropic · Proprietary
7.11%±1.64% 3.02%±3.49% 17.79%±6.02% 8.45%±1.80% 6.12%±2.13% 0.18%±0.13% 22.6K
10 11
4 - 18
Claude Sonnet 5 (High)
Anthropic · Proprietary
6.17%±1.99% 4.51%±4.28% 12.77%±7.44% 6.82%±2.73% 6.55%±1.22% 0.21%±0.07% 18.3K
11 8
3 - 26
Gemini 4 Argon (High)
Google · Proprietary
6.09%±3.88% 11.78%±6.17% 24.42%±15.11% 15.82%±3.37% 21.25%±6.88% 0.30%±0.70% 2.0K
12 14
7 - 20
GPT 5.5 (xHigh)
OpenAI · Proprietary
4.94%±1.25% 1.86%±2.64% 9.15%±4.49% 4.47%±1.64% 8.89%±1.26% 0.31%±0.03% 31.6K
13 18
10 - 20
GLM 5.2 (Max)
智谱 ZAI · MIT
4.56%±0.84% 7.06%±1.76% 11.06%±3.06% 2.80%±1.09% 1.60%±0.74% 0.30%±0.03% 50.2K
14 12
10 - 23
Hy4 preview
腾讯 · Apache 2.0
4.28%±1.02% 5.94%±2.11% 8.69%±3.83% 0.25%±1.29% 6.39%±0.66% 0.14%±0.06% 31.4K
15 16
10 - 20
Kimi K3 (Max)
月之暗面 · Kimi K3 license
4.18%±0.62% 7.19%±1.39% 7.46%±2.20% 1.76%±0.84% 4.16%±0.54% 0.31%±0.03% 79.3K
16 15
10 - 21
Deepseek V4.1 Flash (Max)
DeepSeek · MIT
3.99%±0.59% 6.24%±1.32% 4.21%±2.13% 1.25%±0.79% 8.05%±0.36% 0.18%±0.04% 62.0K
17 13
10 - 23
Muse Spark 1.3 (Max)
Meta · Proprietary
3.92%±0.67% 4.99%±1.51% 3.13%±2.39% 5.66%±0.85% 5.49%±0.66% 0.31%±0.03% 39.7K
18 17
9 - 27
Grok 4.7 (xHigh)
SpaceXAI · Proprietary
3.82%±1.84% 2.28%±4.10% 8.09%±6.73% 2.81%±2.38% 5.60%±1.25% 0.31%±0.03% 6.9K
19 21
11 - 26
GLM 5.3 (Max)
智谱 ZAI · MIT
3.08%±0.83% 6.55%±1.80% 7.23%±2.95% 1.52%±1.20% 0.20%±0.68% 0.31%±0.03% 51.1K
20 20
14 - 27
Qwen3.8 Max
阿里巴巴 · Proprietary
2.75%±0.76% 4.73%±1.72% 4.23%±2.74% 3.22%±0.95% 2.75%±0.75% 1.21%±0.25% 31.4K
21 25
15 - 28
GPT 5.5
OpenAI · Proprietary
2.15%±1.19% 1.14%±2.44% 5.57%±3.75% 2.73%±1.41% 3.29%±2.64% 0.31%±0.03% 41.6K
22 22
11 - 29
GPT 6 Luna (Max)
OpenAI · Proprietary
2.14%±1.61% 2.37%±3.58% 1.38%±5.90% 5.49%±2.02% 3.91%±2.29% 0.31%±0.03% 7.6K
23 19
17 - 28
Gemini 3.8 Flash (High)
Google · Proprietary
2.03%±0.94% 4.17%±2.15% 4.17%±3.33% 2.77%±1.27% 1.10%±0.71% 0.16%±0.07% 18.9K
24 26
17 - 29
Grok 4.5
SpaceXAI · Proprietary
1.77%±1.18% 1.69%±2.84% 1.80%±3.94% 3.53%±1.67% 5.12%±1.21% 0.31%±0.03% 25.4K
25 23
15 - 32
DeepSeek V4 Pro (High) (0813)
DeepSeek · MIT
1.41%±1.94% 0.74%±4.71% 1.55%±6.80% 1.31%±2.61% 4.62%±1.47% 0.31%±0.03% 4.4K
26 28
17 - 32
GPT 5.6 Terra (xHigh)
OpenAI · Proprietary
1.20%±1.49% 3.05%±3.31% 5.47%±4.97% 3.18%±1.93% 0.07%±2.22% 0.31%±0.03% 13.1K
27 27
19 - 31
GPT 5.4 (High)
OpenAI · Proprietary
1.12%±1.08% 1.70%±2.55% 0.33%±3.73% 5.42%±1.40% 1.25%±1.47% 0.31%±0.03% 40.4K
28 24
21 - 32
Grok 4.6 (xHigh)
SpaceXAI · Proprietary
0.41%±1.18% 2.54%±2.92% 2.00%±3.83% 1.36%±1.60% 4.92%±1.22% 0.31%±0.03% 16.4K
29 30
23 - 32
Qwen3.8 Flash Next
阿里巴巴 · Qwen-community-1.0
0.09%±0.75% 4.10%±1.80% 2.18%±2.69% 0.31%±1.07% 1.14%±0.53% 0.91%±0.12% 47.6K
30 29
25 - 32
GLM 5.3 Flash
智谱 ZAI · MIT
0.23%±0.55% 3.89%±1.32% 0.36%±1.80% 0.13%±0.77% 4.85%±0.58% 0.31%±0.03% 50.0K
31 31
25 - 32
GPT 5.6 Luna (xHigh)
OpenAI · Proprietary
0.60%±0.81% 1.13%±1.96% 4.01%±2.67% 1.18%±1.11% 0.63%±1.21% 0.31%±0.03% 24.7K
32 32
26 - 32
Qwen 3.8 27B
阿里巴巴 · Apache 2.0
0.80%±0.69% 2.31%±1.69% 1.16%±2.38% 0.00%±0.96% 5.03%±0.68% 0.15%±0.10% 34.5K
33 33
33 - 34
Gemini 3.7 Flash (High)
Google · Proprietary
2.91%±0.88% 1.15%±2.20% 6.20%±2.83% 2.37%±1.25% 4.95%±0.91% 0.12%±0.12% 32.5K
34 34
33 - 35
Muse Spark 1.2 (xHigh)
Meta · Proprietary
3.54%±0.79% 6.37%±2.13% 11.77%±2.35% 5.92%±1.28% 6.07%±0.92% 0.31%±0.03% 30.3K
35 36
34 - 40
Qwen3.7 Max
阿里巴巴 · Proprietary
5.31%±1.07% 7.61%±2.95% 10.46%±3.07% 7.12%±1.58% 1.27%±1.50% 0.10%±0.17% 24.1K
36 35
35 - 39
Muse Spark 1.1
Meta · Proprietary
5.59%±0.51% 6.09%±1.33% 12.46%±1.42% 7.56%±0.82% 2.12%±0.88% 0.29%±0.03% 87.7K
37 37
35 - 41
Hy3
腾讯 · Apache 2.0
5.80%±1.45% 7.99%±3.39% 8.04%±4.24% 0.21%±1.80% 8.91%±3.67% 3.83%±1.67% 17.3K
38 38
35 - 42
Minimax M3
MiniMax · MiniMax Community License
6.75%±1.05% 12.63%±3.11% 14.50%±2.97% 7.02%±1.71% 0.41%±1.21% 0.04%±0.14% 24.1K
39 39
36 - 42
Mimo V2.5 Pro
小米 · MIT
7.41%±1.06% 8.03%±2.75% 12.18%±3.04% 8.58%±1.66% 7.25%±1.80% 1.02%±0.30% 26.2K
40 40
35 - 43
Qwen3.7 Plus
阿里巴巴 · Proprietary
7.57%±1.74% 9.44%±4.00% 10.79%±4.71% 9.96%±2.28% 6.46%±3.87% 1.23%±0.47% 13.0K
41 41
37 - 43
Gemini 3.1 Pro Preview
Google · Proprietary
8.32%±1.16% 9.48%±2.72% 3.14%±3.40% 6.32%±1.74% 22.28%±2.05% 0.37%±0.74% 43.5K
42 42
38 - 45
Gemini 3.6 Flash (High)
Google · Proprietary
8.83%±1.25% 6.79%±3.18% 10.71%±3.44% 9.31%±2.08% 17.64%±2.17% 0.29%±0.04% 13.6K
43 43
40 - 45
Inkling Small
Thinky · Apache 2.0
10.67%±1.66% 19.24%±5.30% 23.59%±3.85% 15.90%±3.46% 5.88%±1.56% 0.48%±0.38% 7.4K
44 44
42 - 45
Inkling
Thinky · Apache 2.0
10.92%±1.22% 19.40%±3.70% 24.16%±2.65% 14.31%±2.56% 3.18%±2.02% 0.07%±0.10% 23.6K
45 45
42 - 45
Mistral Medium 3.5
Mistral · Modified MIT
11.78%±1.79% 14.59%±4.68% 16.75%±4.70% 7.44%±2.76% 18.07%±3.35% 2.04%±0.84% 6.2K
46 46
46 - 46
Solar Pro 4
Upstage · Proprietary
15.77%±2.20% 18.96%±6.80% 23.96%±4.91% 10.00%±3.65% 24.03%±4.20% 1.92%±0.81% 5.7K
🔍

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