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
13.84%±1.76% 17.51%±2.79% 31.29%±7.05% 8.32%±3.75% 11.73%±0.84% 0.35%±0.03% 15.0K
🥈 2
1 - 6
Claude Opus 5.5 (High)
Anthropic · Proprietary
12.15%±2.32% 15.50%±4.37% 19.80%±9.12% 14.50%±4.80% 10.64%±1.33% 0.32%±0.05% 4.9K
🥉 3
1 - 8
GPT 6 Astra (Max)
OpenAI · Proprietary
10.31%±2.29% 12.93%±3.57% 34.17%±8.98% 2.10%±5.12% 6.20%±1.30% 0.35%±0.03% 11.5K
4 4
2 - 8
Claude Opus 5 (Max)
Anthropic · Proprietary
9.58%±1.46% 10.44%±2.90% 16.40%±5.45% 8.06%±2.91% 12.65%±0.79% 0.34%±0.03% 21.7K
5 5
2 - 8
Claude Opus 5 (High)
Anthropic · Proprietary
9.47%±1.35% 7.09%±2.80% 17.32%±4.97% 10.84%±2.62% 11.77%±0.75% 0.32%±0.03% 26.7K
6 6
2 - 11
GPT 6 Sol (Max)
OpenAI · Proprietary
8.18%±2.34% 12.04%±4.25% 7.07%±8.92% 13.35%±4.78% 8.11%±1.79% 0.35%±0.03% 5.3K
7 7
3 - 9
Claude Fable 5 (High)
Anthropic · Proprietary
8.05%±1.21% 3.02%±2.61% 16.78%±4.32% 11.51%±2.25% 8.61%±1.16% 0.35%±0.03% 40.2K
8 8
3 - 11
Claude Opus 4.8 (High)
Anthropic · Proprietary
7.02%±1.31% 4.00%±2.52% 15.49%±4.65% 9.87%±2.26% 5.80%±2.00% 0.05%±0.25% 40.3K
9 9
6 - 13
GPT 5.6 Sol (xHigh)
OpenAI · Proprietary
6.21%±1.24% 2.92%±2.51% 18.60%±4.43% 6.56%±2.41% 2.63%±1.06% 0.35%±0.03% 34.1K
10 10
7 - 20
Claude Sonnet 5 (High)
Anthropic · Proprietary
4.82%±1.58% 0.72%±3.28% 9.25%±5.50% 7.44%±3.30% 6.51%±1.04% 0.18%±0.10% 31.6K
11 11
7 - 21
Grok 4.7 (xHigh)
SpaceXAI · Proprietary
4.38%±1.68% 10.54%±3.06% 5.57%±5.74% 0.31%±4.01% 5.76%±1.11% 0.35%±0.03% 10.2K
12 12
9 - 20
GPT 5.5 (xHigh)
OpenAI · Proprietary
4.30%±0.95% 2.31%±2.09% 7.64%±3.22% 6.92%±1.82% 8.88%±1.19% 0.35%±0.03% 54.1K
13 13
9 - 20
Hy4 preview
腾讯 · Apache 2.0
4.25%±0.88% 7.65%±1.72% 7.70%±3.17% 0.55%±1.84% 6.46%±0.50% 0.01%±0.32% 53.1K
14 14
10 - 19
Kimi K3 (Max)
月之暗面 · Kimi K3 license
4.24%±0.53% 9.50%±1.10% 7.72%±1.82% 0.44%±1.13% 4.05%±0.49% 0.35%±0.03% 129.6K
15 15
10 - 21
Gemini 3.8 Flash (High)
Google · Proprietary
4.07%±0.88% 9.57%±1.77% 6.06%±3.08% 4.52%±1.92% 0.02%±0.59% 0.21%±0.07% 32.5K
16 16
10 - 20
Muse Spark 1.3 (Max)
Meta · Proprietary
3.96%±0.59% 8.32%±1.19% 4.27%±2.04% 1.63%±1.30% 5.24%±0.57% 0.35%±0.03% 62.7K
17 17
10 - 20
Deepseek V4.1 Flash (Max)
DeepSeek · MIT
3.96%±0.57% 12.41%±1.11% 2.95%±1.99% 3.29%±1.35% 7.50%±0.33% 0.22%±0.04% 85.5K
18 18
10 - 21
GLM 5.2 (Max)
智谱 ZAI · MIT
3.91%±0.69% 3.91%±1.46% 9.93%±2.40% 4.29%±1.32% 1.09%±0.69% 0.35%±0.03% 83.8K
19 19
10 - 22
DeepSeek V4 Pro (High) (0813)
DeepSeek · MIT
3.19%±0.80% 4.00%±1.66% 5.70%±2.84% 0.64%±1.70% 5.27%±0.63% 0.34%±0.03% 48.4K
20 20
11 - 23
GLM 5.3 (Max)
智谱 ZAI · MIT
2.96%±0.63% 6.33%±1.41% 5.96%±2.19% 2.95%±1.24% 0.79%±0.57% 0.35%±0.03% 81.3K
21 21
16 - 24
Qwen3.8 Max
阿里巴巴 · Proprietary
2.57%±0.66% 5.23%±1.41% 3.83%±2.28% 2.16%±1.38% 2.74%±0.69% 1.12%±0.23% 48.8K
22 22
19 - 26
GPT 5.5
OpenAI · Proprietary
1.79%±0.85% 4.32%±1.86% 4.92%±2.80% 2.48%±1.55% 5.49%±1.28% 0.35%±0.03% 82.3K
23 23
20 - 27
Grok 4.5
SpaceXAI · Proprietary
1.43%±0.95% 0.92%±2.22% 2.39%±3.15% 4.16%±1.99% 5.93%±1.02% 0.35%±0.03% 41.6K
24 24
21 - 27
Grok 4.6 (xHigh)
SpaceXAI · Proprietary
1.24%±0.97% 3.24%±2.31% 0.02%±3.16% 3.43%±2.00% 5.70%±0.90% 0.35%±0.03% 25.8K
25 25
22 - 30
GPT 5.6 Terra (xHigh)
OpenAI · Proprietary
0.71%±1.09% 6.16%±2.51% 2.73%±3.66% 4.23%±2.12% 2.39%±1.30% 0.35%±0.03% 22.2K
26 26
22 - 30
GPT 5.4 (High)
OpenAI · Proprietary
0.37%±0.84% 3.43%±1.90% 0.51%±2.79% 2.51%±1.67% 2.94%±1.16% 0.35%±0.03% 81.4K
27 27
23 - 30
GLM 5.3 Flash
智谱 ZAI · MIT
0.05%±0.50% 6.84%±1.12% 0.30%±1.64% 0.88%±1.05% 5.75%±0.55% 0.35%±0.03% 74.6K
28 28
25 - 32
GPT 5.6 Luna (xHigh)
OpenAI · Proprietary
0.75%±0.68% 4.20%±1.58% 3.94%±2.18% 1.85%±1.41% 2.18%±0.83% 0.35%±0.03% 40.4K
29 29
25 - 32
Qwen3.8 Flash Next
阿里巴巴 · Qwen-community-1.0
0.83%±0.64% 5.91%±1.41% 3.03%±2.21% 3.44%±1.47% 2.68%±0.42% 0.90%±0.09% 79.4K
30 30
25 - 32
DeepSeek V4 Pro
DeepSeek · MIT
1.13%±0.97% 3.55%±2.27% 1.56%±3.32% 2.66%±1.83% 2.27%±0.90% 0.17%±0.12% 35.7K
31 31
28 - 32
Gemini 3.7 Flash (High)
Google · Proprietary
1.34%±0.66% 0.10%±1.62% 3.53%±2.10% 0.01%±1.36% 3.23%±0.70% 0.04%±0.24% 52.0K
32 32
28 - 32
Qwen 3.8 27B
阿里巴巴 · Apache 2.0
1.47%±0.60% 2.65%±1.37% 2.51%±2.00% 0.97%±1.30% 6.24%±0.59% 0.27%±0.12% 54.8K
33 33
33 - 35
Muse Spark 1.2 (xHigh)
Meta · Proprietary
2.98%±0.67% 4.83%±1.73% 11.24%±2.01% 5.21%±1.46% 6.05%±0.80% 0.33%±0.06% 47.4K
34 34
33 - 35
Muse Spark 1.1
Meta · Proprietary
4.03%±0.44% 2.04%±1.07% 11.04%±1.25% 5.61%±0.93% 1.81%±0.81% 0.34%±0.03% 138.6K
35 35
33 - 36
Qwen3.7 Max
阿里巴巴 · Proprietary
4.46%±0.86% 8.97%±2.17% 8.24%±2.53% 3.19%±1.60% 1.69%±1.58% 0.22%±0.19% 40.0K
36 36
35 - 41
Hy3
腾讯 · Apache 2.0
5.65%±1.16% 10.94%±2.65% 7.34%±3.45% 1.36%±2.45% 5.77%±2.27% 2.86%±1.01% 29.0K
37 37
36 - 41
Mimo V2.5 Pro
小米 · MIT
6.52%±0.86% 10.98%±2.19% 10.49%±2.49% 4.40%±1.69% 5.81%±1.51% 0.92%±0.27% 44.4K
38 38
36 - 41
Minimax M3
MiniMax · MiniMax Community License
6.77%±0.84% 14.27%±2.28% 13.18%±2.44% 6.96%±1.72% 0.63%±0.96% 0.09%±0.19% 40.9K
39 39
36 - 41
Gemini 3.6 Flash (High)
Google · Proprietary
6.92%±0.99% 7.72%±2.47% 8.38%±2.91% 4.04%±2.01% 14.77%±1.66% 0.31%±0.05% 22.7K
40 40
36 - 41
Gemini 3.1 Pro Preview
Google · Proprietary
7.06%±0.86% 7.71%±1.89% 0.58%±2.44% 3.83%±1.44% 22.76%±1.90% 0.43%±0.85% 86.6K
41 41
36 - 42
Qwen3.7 Plus
阿里巴巴 · Proprietary
7.07%±1.25% 9.35%±3.06% 12.26%±3.40% 7.23%±2.42% 5.53%±2.59% 0.98%±0.36% 21.4K
42 42
41 - 44
Inkling Small
Thinky · Apache 2.0
9.59%±1.35% 21.34%±4.01% 20.37%±3.63% 11.62%±3.14% 5.79%±1.23% 0.42%±0.33% 13.1K
43 43
42 - 44
Inkling
Thinky · Apache 2.0
10.87%±0.98% 21.63%±2.77% 21.89%±2.48% 11.75%±2.19% 0.93%±1.59% 0.02%±0.13% 42.7K
44 44
42 - 44
Mistral Medium 3.5
Mistral · Modified MIT
11.65%±1.46% 15.84%±3.68% 15.12%±4.02% 6.88%±3.25% 18.11%±2.71% 2.30%±0.73% 10.8K
45 45
45 - 45
Solar Pro 4
Upstage · Proprietary
16.14%±1.87% 23.06%±4.88% 20.19%±4.88% 9.82%±3.69% 25.71%±4.17% 1.90%±0.74% 9.3K
🔍

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