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
14.91%±2.12% 17.57%±3.27% 34.57%±8.71% 10.84%±4.45% 11.26%±1.04% 0.33%±0.04% 9.0K
🥈 2
1 - 7
Claude Opus 5.5 (High)
Anthropic · Proprietary
12.16%±2.72% 12.00%±5.30% 21.87%±10.63% 15.09%±5.50% 11.54%±1.19% 0.30%±0.07% 3.2K
🥉 3
1 - 10
GPT 6 Astra (Max)
OpenAI · Proprietary
10.08%±2.87% 13.06%±4.44% 33.45%±11.14% 2.34%±6.53% 5.91%±1.46% 0.35%±0.03% 6.9K
4 4
2 - 10
Claude Opus 5 (Max)
Anthropic · Proprietary
9.35%±1.68% 8.06%±3.54% 16.16%±6.25% 10.01%±3.20% 12.20%±0.86% 0.32%±0.03% 12.5K
5 5
2 - 10
Claude Opus 5 (High)
Anthropic · Proprietary
9.29%±1.59% 6.55%±3.37% 17.89%±5.81% 10.06%±3.06% 11.63%±0.81% 0.30%±0.03% 15.9K
6 7
2 - 10
Claude Fable 5 (High)
Anthropic · Proprietary
8.55%±1.42% 4.40%±3.06% 16.85%±5.05% 12.76%±2.61% 8.40%±1.27% 0.35%±0.03% 23.0K
7 8
3 - 12
Claude Opus 4.8 (High)
Anthropic · Proprietary
7.49%±1.55% 2.74%±3.08% 18.24%±5.48% 11.54%±2.60% 4.76%±2.34% 0.18%±0.16% 22.7K
8 6
2 - 16
GPT 6 Sol (Max)
OpenAI · Proprietary
7.44%±2.79% 6.98%±5.54% 8.23%±10.29% 13.91%±5.61% 7.73%±1.96% 0.35%±0.03% 3.3K
9 9
3 - 14
GPT 5.6 Sol (xHigh)
OpenAI · Proprietary
6.81%±1.47% 3.44%±3.03% 19.49%±5.29% 8.19%±2.76% 2.58%±1.14% 0.35%±0.03% 19.5K
10 10
3 - 18
Claude Sonnet 5 (High)
Anthropic · Proprietary
6.09%±1.96% 3.73%±3.92% 13.04%±6.96% 7.43%±3.95% 6.04%±1.16% 0.20%±0.09% 18.4K
11 12
7 - 18
GPT 5.5 (xHigh)
OpenAI · Proprietary
5.16%±1.13% 0.01%±2.50% 9.33%±3.89% 7.53%±2.07% 8.61%±1.23% 0.34%±0.03% 31.7K
12 18
8 - 18
GLM 5.2 (Max)
智谱 ZAI · MIT
4.94%±0.79% 6.08%±1.68% 11.27%±2.80% 5.17%±1.49% 1.84%±0.63% 0.34%±0.03% 50.2K
13 11
7 - 23
Grok 4.7 (xHigh)
SpaceXAI · Proprietary
4.62%±1.99% 5.57%±3.83% 8.71%±6.82% 3.37%±4.47% 5.11%±1.27% 0.35%±0.03% 6.7K
14 14
9 - 19
Kimi K3 (Max)
月之暗面 · Kimi K3 license
4.51%±0.62% 9.00%±1.30% 8.87%±2.14% 0.20%±1.29% 4.15%±0.51% 0.35%±0.03% 78.8K
15 13
8 - 21
Hy4 preview
腾讯 · Apache 2.0
4.36%±1.05% 7.26%±2.11% 8.35%±3.79% 0.73%±2.17% 6.73%±0.58% 0.19%±0.06% 30.9K
16 19
9 - 22
DeepSeek V4 Pro (High) (0813)
DeepSeek · MIT
4.10%±0.94% 6.07%±1.94% 7.09%±3.34% 1.92%±1.98% 5.09%±0.74% 0.33%±0.03% 29.5K
17 17
10 - 22
Deepseek V4.1 Flash (Max)
DeepSeek · MIT
3.94%±0.67% 8.80%±1.38% 4.76%±2.30% 1.87%±1.52% 7.82%±0.37% 0.20%±0.04% 54.4K
18 16
10 - 22
Muse Spark 1.3 (Max)
Meta · Proprietary
3.83%±0.68% 6.37%±1.44% 4.62%±2.33% 2.63%±1.42% 5.18%±0.64% 0.34%±0.03% 39.9K
19 20
14 - 24
GLM 5.3 (Max)
智谱 ZAI · MIT
3.12%±0.73% 6.72%±1.66% 6.12%±2.54% 3.00%±1.43% 0.60%±0.61% 0.35%±0.03% 51.4K
20 15
13 - 25
Gemini 3.8 Flash (High)
Google · Proprietary
2.97%±1.01% 6.30%±2.12% 5.16%±3.46% 3.77%±2.14% 0.55%±0.68% 0.18%±0.08% 18.1K
21 22
14 - 26
GPT 5.5
OpenAI · Proprietary
2.68%±1.03% 1.42%±2.22% 6.09%±3.31% 4.04%±1.80% 4.35%±1.76% 0.35%±0.03% 41.6K
22 21
18 - 26
Qwen3.8 Max
阿里巴巴 · Proprietary
2.24%±0.77% 4.40%±1.68% 3.54%±2.64% 1.54%±1.56% 2.97%±0.73% 1.26%±0.28% 30.9K
23 23
15 - 26
Grok 4.5
SpaceXAI · Proprietary
2.17%±1.13% 0.51%±2.66% 0.69%±3.78% 5.34%±2.32% 5.33%±1.14% 0.35%±0.03% 25.4K
24 25
19 - 30
GPT 5.6 Terra (xHigh)
OpenAI · Proprietary
1.30%±1.27% 4.24%±3.04% 3.79%±4.29% 5.32%±2.39% 1.31%±1.49% 0.35%±0.03% 13.1K
25 24
20 - 31
Grok 4.6 (xHigh)
SpaceXAI · Proprietary
0.86%±1.12% 4.15%±2.75% 1.28%±3.60% 4.33%±2.24% 5.07%±1.04% 0.35%±0.03% 16.5K
26 26
21 - 31
GPT 5.4 (High)
OpenAI · Proprietary
0.67%±1.00% 2.92%±2.35% 0.65%±3.27% 3.44%±1.93% 1.86%±1.36% 0.35%±0.03% 40.4K
27 27
24 - 31
GLM 5.3 Flash
智谱 ZAI · MIT
0.11%±0.57% 5.77%±1.33% 0.00%±1.84% 0.36%±1.17% 5.20%±0.57% 0.35%±0.03% 48.3K
28 29
24 - 31
Qwen3.8 Flash Next
阿里巴巴 · Qwen-community-1.0
0.02%±0.77% 6.00%±1.71% 1.29%±2.68% 2.05%±1.70% 1.59%±0.49% 0.96%±0.11% 48.0K
29 28
24 - 31
GPT 5.6 Luna (xHigh)
OpenAI · Proprietary
0.20%±0.79% 1.98%±1.87% 3.63%±2.56% 2.63%±1.61% 1.65%±0.94% 0.35%±0.03% 24.9K
30 30
24 - 31
DeepSeek V4 Pro
DeepSeek · MIT
0.73%±1.15% 2.14%±2.70% 0.57%±3.97% 2.79%±2.08% 2.14%±1.01% 0.31%±0.15% 21.1K
31 32
25 - 31
Qwen 3.8 27B
阿里巴巴 · Apache 2.0
0.83%±0.70% 2.99%±1.63% 0.99%±2.32% 0.66%±1.48% 5.40%±0.66% 0.11%±0.10% 34.7K
32 31
32 - 33
Gemini 3.7 Flash (High)
Google · Proprietary
2.69%±0.76% 2.02%±1.95% 6.04%±2.31% 1.35%±1.53% 4.06%±0.78% 0.02%±0.25% 32.7K
33 33
32 - 36
Muse Spark 1.2 (xHigh)
Meta · Proprietary
3.89%±0.76% 6.85%±2.06% 12.07%±2.23% 6.78%±1.64% 5.92%±0.90% 0.32%±0.05% 31.0K
34 35
33 - 36
Qwen3.7 Max
阿里巴巴 · Proprietary
4.44%±0.98% 7.40%±2.59% 9.49%±2.79% 3.32%±1.79% 1.79%±1.76% 0.18%±0.21% 24.1K
35 34
33 - 36
Muse Spark 1.1
Meta · Proprietary
5.01%±0.51% 4.42%±1.29% 12.23%±1.40% 6.51%±1.03% 2.22%±0.88% 0.33%±0.03% 86.8K
36 36
33 - 41
Hy3
腾讯 · Apache 2.0
5.80%±1.41% 7.64%±3.23% 8.03%±4.09% 2.49%±3.00% 7.34%±2.90% 3.52%±1.39% 17.3K
37 37
36 - 41
Mimo V2.5 Pro
小米 · MIT
6.70%±0.98% 9.43%±2.60% 11.40%±2.78% 5.20%±1.89% 6.50%±1.70% 0.95%±0.30% 26.2K
38 38
36 - 41
Minimax M3
MiniMax · MiniMax Community License
6.80%±1.00% 13.28%±2.82% 13.21%±2.85% 7.82%±2.04% 0.31%±1.09% 0.01%±0.13% 24.2K
39 41
36 - 42
Qwen3.7 Plus
阿里巴巴 · Proprietary
7.30%±1.46% 9.09%±3.73% 12.10%±3.89% 8.13%±2.74% 6.06%±2.94% 1.14%±0.46% 13.0K
40 39
36 - 42
Gemini 3.6 Flash (High)
Google · Proprietary
7.98%±1.15% 8.80%±2.99% 10.53%±3.18% 5.03%±2.27% 15.84%±1.90% 0.32%±0.04% 13.6K
41 40
36 - 42
Gemini 3.1 Pro Preview
Google · Proprietary
8.00%±1.03% 8.58%±2.40% 2.53%±2.88% 5.19%±1.70% 23.11%±2.10% 0.60%±0.93% 43.5K
42 42
39 - 44
Inkling Small
Thinky · Apache 2.0
10.24%±1.59% 20.48%±4.97% 22.19%±3.98% 14.03%±3.62% 6.05%±1.37% 0.52%±0.41% 7.4K
43 43
42 - 44
Inkling
Thinky · Apache 2.0
10.93%±1.14% 20.47%±3.49% 23.30%±2.68% 14.30%±2.54% 3.35%±1.64% 0.09%±0.11% 23.6K
44 44
42 - 45
Mistral Medium 3.5
Mistral · Modified MIT
11.99%±1.75% 16.91%±4.56% 14.88%±4.87% 9.85%±3.79% 16.21%±2.81% 2.10%±0.81% 6.2K
45 45
44 - 45
Solar Pro 4
Upstage · Proprietary
15.72%±2.12% 19.54%±5.82% 21.98%±5.25% 10.49%±4.24% 24.59%±4.53% 2.01%±0.88% 5.7K
🔍

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