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
13.80%±1.77% 17.26%±2.84% 32.31%±7.10% 7.43%±3.79% 11.65%±0.85% 0.35%±0.03% 14.9K
🥈 2
1 - 7
GPT 6 Astra (Max)
OpenAI · Proprietary
10.85%±2.29% 13.68%±3.53% 34.62%±9.02% 0.89%±5.11% 6.46%±1.23% 0.36%±0.03% 11.4K
🥉 3
2 - 7
Claude Opus 5 (High)
Anthropic · Proprietary
9.80%±1.35% 7.68%±2.80% 17.85%±5.02% 11.19%±2.64% 11.97%±0.71% 0.32%±0.03% 26.5K
4 4
2 - 7
Claude Opus 5 (Max)
Anthropic · Proprietary
9.51%±1.46% 10.55%±2.92% 15.77%±5.46% 8.29%±2.92% 12.58%±0.80% 0.34%±0.03% 21.6K
5 5
2 - 8
Claude Fable 5 (High)
Anthropic · Proprietary
8.28%±1.22% 3.55%±2.60% 17.42%±4.37% 11.55%±2.26% 8.52%±1.17% 0.36%±0.03% 40.0K
6 6
2 - 12
GPT 6 Sol (Max)
OpenAI · Proprietary
7.68%±2.57% 11.36%±4.83% 2.62%±9.63% 15.70%±5.92% 8.35%±1.88% 0.36%±0.03% 4.0K
7 7
2 - 9
Claude Opus 4.8 (High)
Anthropic · Proprietary
7.31%±1.30% 4.64%±2.50% 15.97%±4.67% 10.06%±2.27% 5.94%±1.98% 0.06%±0.26% 40.3K
8 8
5 - 14
GPT 5.6 Sol (xHigh)
OpenAI · Proprietary
6.16%±1.24% 2.87%±2.52% 18.19%±4.45% 6.61%±2.41% 2.78%±1.05% 0.36%±0.03% 33.9K
9 9
6 - 20
Claude Sonnet 5 (High)
Anthropic · Proprietary
4.79%±1.60% 0.54%±3.31% 9.44%±5.55% 7.23%±3.33% 6.57%±1.04% 0.18%±0.10% 31.5K
10 10
8 - 18
Kimi K3 (Max)
月之暗面 · Kimi K3 license
4.55%±0.54% 9.96%±1.10% 8.23%±1.85% 0.16%±1.13% 4.34%±0.45% 0.36%±0.03% 127.6K
11 11
7 - 20
Hy4 preview
腾讯 · Apache 2.0
4.37%±0.91% 7.71%±1.78% 8.03%±3.26% 0.45%±1.90% 6.52%±0.51% 0.02%±0.33% 50.6K
12 12
7 - 20
GPT 5.5 (xHigh)
OpenAI · Proprietary
4.36%±0.94% 1.88%±2.07% 7.55%±3.21% 6.82%±1.82% 8.96%±1.19% 0.36%±0.03% 54.0K
13 13
8 - 20
Gemini 3.8 Flash (High)
Google · Proprietary
4.11%±0.93% 10.17%±1.82% 6.11%±3.26% 3.72%±2.04% 0.33%±0.61% 0.22%±0.07% 30.5K
14 14
9 - 18
Deepseek V4.1 Flash (Max)
DeepSeek · MIT
4.10%±0.60% 13.10%±1.14% 3.22%±2.09% 3.47%±1.42% 7.42%±0.35% 0.22%±0.04% 79.8K
15 15
9 - 20
GLM 5.2 (Max)
智谱 ZAI · MIT
3.99%±0.69% 3.85%±1.46% 10.13%±2.42% 4.47%±1.32% 1.14%±0.69% 0.36%±0.03% 83.2K
16 16
9 - 20
Muse Spark 1.3 (Max)
Meta · Proprietary
3.90%±0.60% 8.49%±1.21% 3.62%±2.07% 1.67%±1.34% 5.35%±0.58% 0.36%±0.03% 59.6K
17 17
7 - 24
Grok 4.7 (xHigh)
SpaceXAI · Proprietary
3.79%±1.93% 9.83%±3.57% 5.54%±6.68% 2.45%±4.61% 5.66%±1.28% 0.36%±0.03% 7.6K
18 18
9 - 22
DeepSeek V4 Pro (High) (0813)
DeepSeek · MIT
3.28%±0.80% 4.21%±1.66% 5.74%±2.84% 0.75%±1.69% 5.34%±0.62% 0.35%±0.03% 48.4K
19 19
11 - 22
GLM 5.3 (Max)
智谱 ZAI · MIT
2.86%±0.63% 6.11%±1.42% 5.67%±2.18% 2.95%±1.24% 0.76%±0.56% 0.36%±0.03% 80.7K
20 20
11 - 23
Qwen3.8 Max
阿里巴巴 · Proprietary
2.82%±0.68% 5.62%±1.43% 4.07%±2.32% 2.69%±1.41% 2.83%±0.70% 1.11%±0.24% 47.2K
21 21
17 - 25
GPT 5.5
OpenAI · Proprietary
1.80%±0.84% 3.99%±1.85% 4.44%±2.77% 2.66%±1.54% 5.54%±1.27% 0.36%±0.03% 82.2K
22 22
17 - 26
Grok 4.5
SpaceXAI · Proprietary
1.55%±0.95% 0.65%±2.23% 2.42%±3.15% 4.30%±1.99% 6.14%±1.02% 0.36%±0.03% 41.3K
23 23
19 - 26
Grok 4.6 (xHigh)
SpaceXAI · Proprietary
1.19%±0.98% 3.28%±2.33% 0.37%±3.17% 3.48%±2.01% 5.77%±0.89% 0.36%±0.03% 25.5K
24 24
20 - 29
GPT 5.6 Terra (xHigh)
OpenAI · Proprietary
0.83%±1.10% 5.89%±2.52% 2.98%±3.69% 4.34%±2.13% 2.37%±1.31% 0.36%±0.03% 22.0K
25 25
21 - 29
GPT 5.4 (High)
OpenAI · Proprietary
0.43%±0.84% 3.50%±1.90% 0.24%±2.81% 2.59%±1.67% 2.96%±1.16% 0.36%±0.03% 81.3K
26 26
22 - 29
GLM 5.3 Flash
智谱 ZAI · MIT
0.17%±0.52% 6.99%±1.15% 0.04%±1.69% 0.79%±1.08% 5.66%±0.56% 0.36%±0.03% 71.6K
27 27
24 - 31
Qwen3.8 Flash Next
阿里巴巴 · Qwen-community-1.0
0.55%±0.65% 6.48%±1.40% 2.11%±2.26% 3.68%±1.47% 2.56%±0.42% 0.88%±0.09% 77.9K
28 28
24 - 31
GPT 5.6 Luna (xHigh)
OpenAI · Proprietary
0.77%±0.69% 4.38%±1.61% 3.83%±2.21% 1.78%±1.43% 2.23%±0.85% 0.36%±0.03% 39.6K
29 29
24 - 31
DeepSeek V4 Pro
DeepSeek · MIT
1.10%±0.97% 3.43%±2.27% 1.70%±3.31% 2.54%±1.83% 2.35%±0.89% 0.17%±0.12% 35.7K
30 30
27 - 31
Gemini 3.7 Flash (High)
Google · Proprietary
1.25%±0.67% 0.31%±1.62% 3.61%±2.10% 0.12%±1.36% 3.04%±0.69% 0.01%±0.24% 51.6K
31 31
27 - 31
Qwen 3.8 27B
阿里巴巴 · Apache 2.0
1.45%±0.60% 2.78%±1.37% 2.72%±1.98% 0.86%±1.31% 6.19%±0.59% 0.26%±0.11% 53.7K
32 32
32 - 34
Muse Spark 1.2 (xHigh)
Meta · Proprietary
3.04%±0.68% 4.51%±1.74% 11.68%±2.01% 5.57%±1.49% 6.25%±0.79% 0.33%±0.06% 46.4K
33 33
32 - 34
Muse Spark 1.1
Meta · Proprietary
3.92%±0.45% 1.93%±1.09% 10.91%±1.27% 5.34%±0.94% 1.76%±0.82% 0.34%±0.03% 135.9K
34 34
32 - 35
Qwen3.7 Max
阿里巴巴 · Proprietary
4.44%±0.86% 8.66%±2.16% 8.37%±2.51% 3.15%±1.59% 1.84%±1.63% 0.18%±0.18% 39.9K
35 35
34 - 40
Hy3
腾讯 · Apache 2.0
5.63%±1.16% 10.86%±2.65% 7.16%±3.47% 1.60%±2.43% 5.66%±2.26% 2.89%±1.02% 28.9K
36 36
35 - 40
Mimo V2.5 Pro
小米 · MIT
6.45%±0.86% 10.82%±2.19% 10.40%±2.50% 4.30%±1.70% 5.83%±1.52% 0.89%±0.26% 44.1K
37 37
35 - 40
Minimax M3
MiniMax · MiniMax Community License
6.58%±0.84% 13.76%±2.27% 12.93%±2.45% 7.01%±1.71% 0.87%±0.92% 0.08%±0.19% 40.8K
38 38
35 - 40
Gemini 3.1 Pro Preview
Google · Proprietary
6.91%±0.86% 7.52%±1.87% 0.49%±2.43% 3.74%±1.43% 22.36%±1.86% 0.42%±0.86% 86.5K
39 39
35 - 40
Qwen3.7 Plus
阿里巴巴 · Proprietary
6.93%±1.24% 9.12%±3.05% 12.15%±3.38% 7.03%±2.40% 5.38%±2.57% 0.99%±0.37% 21.4K
40 40
35 - 40
Gemini 3.6 Flash (High)
Google · Proprietary
7.00%±1.00% 7.98%±2.48% 8.55%±2.91% 4.25%±2.02% 14.53%±1.66% 0.31%±0.05% 22.5K
41 41
41 - 43
Inkling Small
Thinky · Apache 2.0
9.61%±1.36% 21.18%±4.00% 20.23%±3.66% 11.94%±3.14% 5.71%±1.23% 0.43%±0.33% 13.0K
42 42
41 - 43
Inkling
Thinky · Apache 2.0
10.80%±0.98% 21.44%±2.76% 21.85%±2.49% 11.73%±2.18% 1.04%±1.57% 0.02%±0.13% 42.7K
43 43
41 - 43
Mistral Medium 3.5
Mistral · Modified MIT
11.61%±1.47% 16.07%±3.69% 14.91%±4.05% 6.85%±3.26% 17.90%±2.70% 2.34%±0.75% 10.7K
44 44
44 - 44
Solar Pro 4
Upstage · Proprietary
16.21%±1.86% 23.14%±4.89% 20.82%±4.80% 9.72%±3.67% 25.45%±4.19% 1.93%±0.76% 9.2K
🔍

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