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
16.48%±2.70% 16.45%±4.87% 39.23%±10.71% 14.28%±5.22% 12.09%±1.22% 0.33%±0.03% 5.0K
🥈 2
1 - 5
Claude Opus 5.5 (High)
Anthropic · Proprietary
14.56%±3.27% 12.90%±7.19% 27.63%±12.41% 19.32%±6.47% 12.71%±1.40% 0.25%±0.10% 2.2K
🥉 3
1 - 7
GPT 6 Astra (Max)
OpenAI · Proprietary
13.73%±3.45% 17.13%±5.59% 43.05%±13.34% 1.92%±7.34% 6.20%±1.48% 0.33%±0.03% 4.1K
4 5
2 - 8
Claude Opus 5 (High)
Anthropic · Proprietary
10.61%±1.90% 8.72%±4.33% 20.30%±6.78% 12.23%±3.54% 11.56%±0.92% 0.27%±0.04% 8.9K
5 7
3 - 10
Claude Fable 5 (High)
Anthropic · Proprietary
9.16%±1.70% 4.82%±4.11% 17.44%±5.70% 13.99%±2.99% 9.21%±1.34% 0.33%±0.03% 12.5K
6 4
3 - 11
Claude Opus 5 (Max)
Anthropic · Proprietary
8.73%±1.95% 9.27%±4.68% 12.10%±6.71% 9.78%±3.66% 12.18%±0.97% 0.31%±0.04% 6.9K
7 6
2 - 17
GPT 6 Sol (Max)
OpenAI · Proprietary
8.50%±3.27% 9.17%±7.22% 11.02%±11.69% 14.74%±6.39% 7.22%±2.37% 0.33%±0.03% 2.2K
8 8
4 - 12
Claude Opus 4.8 (High)
Anthropic · Proprietary
8.08%±1.74% 4.28%±3.91% 17.44%±6.08% 12.48%±2.95% 6.09%±2.25% 0.13%±0.19% 12.6K
9 9
5 - 18
GPT 5.6 Sol (xHigh)
OpenAI · Proprietary
6.76%±1.78% 2.28%±4.16% 21.66%±6.10% 7.35%±3.10% 2.18%±1.41% 0.33%±0.03% 10.8K
10 10
5 - 22
Claude Sonnet 5 (High)
Anthropic · Proprietary
5.61%±2.22% 6.52%±5.21% 7.38%±7.57% 8.28%±4.53% 5.73%±1.34% 0.13%±0.12% 9.9K
11 18
7 - 18
GLM 5.2 (Max)
智谱 ZAI · MIT
5.47%±0.92% 7.64%±2.18% 12.56%±3.13% 6.14%±1.66% 0.68%±0.84% 0.33%±0.03% 28.0K
12 14
8 - 20
Kimi K3 (Max)
月之暗面 · Kimi K3 license
4.95%±0.73% 9.49%±1.73% 9.52%±2.39% 1.16%±1.44% 4.25%±0.58% 0.33%±0.03% 45.6K
13 11
6 - 25
Grok 4.7 (xHigh)
SpaceXAI · Proprietary
4.85%±2.31% 6.35%±4.94% 8.88%±7.79% 3.16%±5.06% 5.52%±1.42% 0.33%±0.03% 4.2K
14 12
8 - 21
GPT 5.5 (xHigh)
OpenAI · Proprietary
4.83%±1.33% 0.60%±3.37% 8.23%±4.26% 8.25%±2.31% 7.94%±1.39% 0.33%±0.03% 17.0K
15 13
8 - 21
Hy4 preview
腾讯 · Apache 2.0
4.63%±1.22% 8.22%±2.76% 8.37%±4.19% 1.16%±2.47% 7.52%±0.69% 0.20%±0.07% 18.5K
16 16
8 - 21
Muse Spark 1.3 (Max)
Meta · Proprietary
4.60%±0.81% 7.79%±1.89% 5.48%±2.65% 3.55%±1.63% 5.88%±0.73% 0.32%±0.03% 23.7K
17 17
9 - 21
Deepseek V4.1 Flash (Max)
DeepSeek · MIT
4.30%±0.77% 9.63%±1.82% 5.00%±2.49% 1.92%±1.79% 8.61%±0.41% 0.18%±0.05% 33.5K
18 19
8 - 23
DeepSeek V4 Pro (High) (0813)
DeepSeek · MIT
4.20%±1.13% 6.43%±2.68% 7.49%±3.72% 1.68%±2.28% 5.09%±0.88% 0.31%±0.04% 16.9K
19 20
11 - 25
GLM 5.3 (Max)
智谱 ZAI · MIT
3.39%±0.85% 7.39%±2.18% 6.74%±2.80% 3.48%±1.59% 1.00%±0.70% 0.33%±0.03% 30.1K
20 24
11 - 26
Grok 4.6 (xHigh)
SpaceXAI · Proprietary
3.02%±1.31% 1.41%±3.45% 1.39%±4.05% 6.54%±2.54% 5.44%±1.29% 0.33%±0.03% 9.5K
21 15
12 - 26
Gemini 3.8 Flash (High)
Google · Proprietary
2.65%±1.17% 6.33%±2.78% 3.89%±3.74% 3.72%±2.45% 0.84%±0.71% 0.13%±0.09% 10.8K
22 22
16 - 27
GPT 5.5
OpenAI · Proprietary
2.24%±1.17% 2.30%±2.97% 4.68%±3.63% 4.43%±2.01% 4.06%±1.46% 0.33%±0.03% 22.6K
23 21
18 - 27
Qwen3.8 Max
阿里巴巴 · Proprietary
2.01%±0.89% 4.68%±2.21% 1.59%±2.85% 1.54%±1.76% 3.10%±0.85% 0.87%±0.30% 18.1K
24 23
17 - 30
Grok 4.5
SpaceXAI · Proprietary
1.73%±1.36% 1.00%±3.63% 1.21%±4.25% 5.10%±2.66% 5.43%±1.18% 0.33%±0.03% 14.1K
25 25
18 - 31
GPT 5.6 Terra (xHigh)
OpenAI · Proprietary
1.42%±1.48% 4.40%±4.05% 3.19%±4.59% 6.55%±2.64% 1.44%±1.34% 0.33%±0.03% 7.4K
26 29
20 - 30
Qwen3.8 Flash Next
阿里巴巴 · Qwen-community-1.0
1.13%±0.94% 7.79%±2.27% 0.25%±3.11% 1.25%±2.01% 0.12%±0.56% 1.00%±0.13% 28.4K
27 26
22 - 31
GPT 5.4 (High)
OpenAI · Proprietary
0.01%±1.16% 3.31%±3.19% 0.71%±3.47% 2.78%±2.18% 0.96%±1.64% 0.33%±0.03% 21.9K
28 27
24 - 31
GLM 5.3 Flash
智谱 ZAI · MIT
0.02%±0.65% 6.50%±1.74% 1.47%±1.92% 0.07%±1.28% 5.40%±0.66% 0.33%±0.03% 29.4K
29 32
24 - 31
Qwen 3.8 27B
阿里巴巴 · Apache 2.0
0.32%±0.82% 4.48%±2.13% 0.88%±2.55% 0.27%±1.64% 4.84%±0.74% 0.11%±0.10% 20.9K
30 28
24 - 31
GPT 5.6 Luna (xHigh)
OpenAI · Proprietary
0.40%±0.94% 3.88%±2.54% 2.97%±2.81% 2.52%±1.81% 2.02%±1.01% 0.33%±0.03% 14.7K
31 30
26 - 33
DeepSeek V4 Pro
DeepSeek · MIT
1.33%±1.33% 3.58%±3.55% 2.33%±4.27% 2.33%±2.22% 2.02%±1.23% 0.42%±0.19% 11.8K
32 31
31 - 35
Gemini 3.7 Flash (High)
Google · Proprietary
3.28%±0.87% 3.23%±2.57% 6.32%±2.40% 1.85%±1.65% 4.88%±0.90% 0.12%±0.32% 19.0K
33 33
31 - 35
Muse Spark 1.2 (xHigh)
Meta · Proprietary
3.51%±0.92% 7.63%±2.71% 10.17%±2.49% 7.55%±1.83% 7.51%±1.10% 0.30%±0.06% 18.5K
34 35
32 - 38
Qwen3.7 Max
阿里巴巴 · Proprietary
5.07%±1.13% 8.59%±3.44% 10.98%±2.82% 3.81%±1.93% 1.82%±2.06% 0.14%±0.21% 13.6K
35 34
34 - 37
Muse Spark 1.1
Meta · Proprietary
5.42%±0.60% 6.26%±1.74% 11.40%±1.50% 6.94%±1.17% 2.79%±1.00% 0.31%±0.03% 50.1K
36 36
32 - 39
Hy3
腾讯 · Apache 2.0
5.60%±1.73% 5.91%±4.37% 6.60%±4.73% 3.30%±3.45% 9.11%±3.87% 3.12%±1.12% 9.6K
37 38
34 - 40
Minimax M3
MiniMax · MiniMax Community License
7.07%±1.19% 13.81%±3.68% 12.83%±3.03% 9.15%±2.25% 0.68%±1.21% 0.21%±0.27% 13.6K
38 37
35 - 41
Mimo V2.5 Pro
小米 · MIT
7.27%±1.12% 11.27%±3.42% 11.88%±2.80% 6.05%±2.07% 6.18%±1.88% 0.98%±0.32% 14.8K
39 41
36 - 44
Qwen3.7 Plus
阿里巴巴 · Proprietary
8.11%±1.78% 11.47%±5.14% 13.44%±4.10% 8.27%±3.02% 6.68%±3.76% 0.69%±0.33% 7.3K
40 40
39 - 44
Gemini 3.1 Pro Preview
Google · Proprietary
9.65%±1.23% 12.53%±3.41% 4.72%±2.92% 6.57%±1.92% 23.40%±2.53% 1.04%±1.53% 23.2K
41 39
38 - 44
Gemini 3.6 Flash (High)
Google · Proprietary
9.67%±1.38% 13.20%±4.05% 10.52%±3.40% 6.50%±2.50% 18.42%±2.43% 0.29%±0.05% 7.8K
42 42
37 - 44
Inkling Small
Thinky · Apache 2.0
9.94%±1.88% 22.15%±6.87% 22.22%±4.09% 14.02%±4.07% 9.25%±1.68% 0.56%±0.47% 4.0K
43 43
39 - 44
Inkling
Thinky · Apache 2.0
10.58%±1.37% 21.94%±4.71% 21.36%±2.88% 15.97%±2.92% 6.30%±1.40% 0.08%±0.12% 13.2K
44 44
39 - 44
Mistral Medium 3.5
Mistral · Modified MIT
11.91%±2.06% 13.70%±6.14% 16.57%±5.07% 12.32%±4.36% 14.61%±3.30% 2.37%±0.99% 3.5K
45 45
45 - 45
Solar Pro 4
Upstage · Proprietary
16.59%±2.48% 19.74%±8.07% 22.42%±4.77% 12.08%±4.75% 26.64%±5.62% 2.08%±0.96% 3.3K
🔍

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