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 - 4
Claude Fable 5.1 (Max)
Anthropic · Proprietary
14.55%±1.92% 17.46%±2.90% 33.73%±7.89% 8.95%±2.83% 12.31%±0.96% 0.32%±0.03% 14.6K
🥈 2
1 - 4
Claude Opus 5.5 (High)
Anthropic · Proprietary
13.78%±2.24% 13.95%±4.25% 30.23%±9.01% 11.73%±2.40% 12.69%±0.88% 0.30%±0.04% 5.0K
🥉 3
1 - 7
GPT 6 Astra (Max)
OpenAI · Proprietary
12.18%±2.28% 12.03%±4.03% 34.70%±9.48% 8.24%±2.73% 5.59%±1.63% 0.32%±0.03% 11.1K
4 4
1 - 10
GPT 6 Sol (Max)
OpenAI · Proprietary
10.65%±2.57% 9.87%±4.55% 24.32%±10.53% 11.87%±2.21% 6.84%±1.99% 0.32%±0.03% 5.0K
5 5
3 - 10
Claude Opus 5 (High)
Anthropic · Proprietary
8.76%±1.50% 6.84%±3.18% 17.81%±5.51% 6.96%±1.93% 11.87%±0.82% 0.31%±0.03% 26.5K
6 6
3 - 10
Claude Opus 5 (Max)
Anthropic · Proprietary
8.55%±1.57% 10.09%±3.24% 14.51%±5.84% 4.76%±2.06% 13.05%±0.79% 0.32%±0.03% 21.7K
7 7
4 - 10
Claude Fable 5 (High)
Anthropic · Proprietary
8.37%±1.30% 5.50%±2.76% 18.41%±4.85% 8.98%±1.40% 8.62%±1.33% 0.32%±0.03% 40.0K
8 8
3 - 15
Gemini 4 Argon (High)
Google · Proprietary
7.92%±3.24% 14.15%±5.07% 27.74%±12.81% 15.88%±2.68% 18.07%±5.59% 0.10%±0.48% 3.4K
9 9
4 - 11
GPT 5.6 Sol (xHigh)
OpenAI · Proprietary
7.05%±1.38% 5.64%±2.78% 21.44%±5.14% 6.20%±1.77% 1.67%±1.36% 0.32%±0.03% 33.9K
10 10
4 - 11
Claude Opus 4.8 (High)
Anthropic · Proprietary
6.92%±1.38% 4.88%±2.77% 15.19%±5.13% 7.46%±1.63% 7.09%±1.86% 0.00%±0.20% 40.2K
11 11
8 - 22
Claude Sonnet 5 (High)
Anthropic · Proprietary
4.81%±1.72% 1.30%±3.77% 10.35%±6.26% 5.38%±2.44% 6.79%±1.08% 0.20%±0.08% 31.5K
12 12
10 - 20
Hy4 preview
腾讯 · Apache 2.0
4.24%±0.85% 6.37%±1.74% 7.67%±3.20% 0.92%±1.07% 6.26%±0.55% 0.00%±0.30% 53.7K
13 13
10 - 19
Muse Spark 1.3 (Max)
Meta · Proprietary
4.19%±0.59% 6.25%±1.29% 3.27%±2.09% 5.50%±0.75% 5.62%±0.59% 0.32%±0.03% 61.4K
14 14
10 - 22
GPT 5.5 (xHigh)
OpenAI · Proprietary
4.12%±1.05% 0.44%±2.24% 7.56%±3.72% 3.88%±1.41% 9.26%±1.16% 0.32%±0.03% 53.9K
15 15
11 - 19
Deepseek V4.1 Flash (Max)
DeepSeek · MIT
4.01%±0.50% 8.65%±1.10% 2.21%±1.83% 1.19%±0.69% 7.77%±0.33% 0.20%±0.04% 95.9K
16 16
11 - 20
Kimi K3 (Max)
月之暗面 · Kimi K3 license
3.98%±0.53% 7.32%±1.18% 6.61%±1.89% 1.42%±0.73% 4.25%±0.50% 0.32%±0.03% 129.9K
17 17
10 - 27
Grok 4.7 (xHigh)
SpaceXAI · Proprietary
3.64%±1.57% 6.23%±3.42% 5.06%±5.73% 0.37%±2.25% 6.23%±1.09% 0.32%±0.03% 10.1K
18 18
11 - 23
GLM 5.2 (Max)
智谱 ZAI · MIT
3.64%±0.74% 5.23%±1.54% 10.17%±2.67% 1.77%±0.95% 0.68%±0.83% 0.32%±0.03% 83.7K
19 19
11 - 24
Gemini 3.8 Flash (High)
Google · Proprietary
2.96%±0.82% 7.41%±1.82% 4.50%±2.95% 3.32%±1.17% 0.61%±0.67% 0.16%±0.09% 32.9K
20 20
13 - 24
Qwen3.8 Max
阿里巴巴 · Proprietary
2.80%±0.65% 5.24%±1.46% 4.21%±2.35% 3.05%±0.86% 2.65%±0.71% 1.13%±0.21% 49.2K
21 21
15 - 27
GLM 5.3 (Max)
智谱 ZAI · MIT
2.57%±0.72% 5.55%±1.60% 6.40%±2.52% 0.90%±1.04% 0.30%±0.66% 0.32%±0.03% 80.7K
22 22
15 - 28
GPT 6 Luna (Max)
OpenAI · Proprietary
1.68%±1.41% 0.38%±3.10% 1.04%±4.97% 4.35%±1.85% 4.39%±1.94% 0.32%±0.03% 12.1K
23 23
17 - 31
DeepSeek V4 Pro (High) (0813)
DeepSeek · MIT
1.29%±1.70% 1.23%±4.08% 2.51%±6.11% 0.33%±2.34% 4.51%±1.25% 0.32%±0.03% 6.7K
24 24
18 - 29
Grok 4.6 (xHigh)
SpaceXAI · Proprietary
1.16%±1.02% 0.73%±2.42% 0.49%±3.41% 1.00%±1.38% 5.68%±1.01% 0.32%±0.03% 25.6K
25 25
20 - 29
GPT 5.5
OpenAI · Proprietary
1.13%±0.97% 4.59%±2.13% 4.14%±3.16% 1.20%±1.23% 4.57%±1.89% 0.32%±0.03% 82.1K
26 26
20 - 29
Grok 4.5
SpaceXAI · Proprietary
1.11%±0.99% 1.47%±2.35% 3.97%±3.29% 2.06%±1.45% 5.65%±1.09% 0.32%±0.03% 41.5K
27 27
22 - 29
GPT 5.4 (High)
OpenAI · Proprietary
0.91%±0.92% 2.65%±2.11% 0.66%±3.23% 5.39%±1.16% 2.17%±1.29% 0.32%±0.03% 81.3K
28 28
20 - 31
GPT 5.6 Terra (xHigh)
OpenAI · Proprietary
0.83%±1.25% 4.23%±2.70% 4.50%±4.21% 2.49%±1.67% 1.06%±1.92% 0.32%±0.03% 22.0K
29 29
23 - 31
GLM 5.3 Flash
智谱 ZAI · MIT
0.28%±0.48% 4.64%±1.13% 0.80%±1.60% 0.22%±0.68% 5.35%±0.54% 0.32%±0.03% 76.3K
30 30
27 - 33
Qwen3.8 Flash Next
阿里巴巴 · Qwen-community-1.0
0.79%±0.64% 3.56%±1.51% 3.35%±2.27% 0.84%±0.91% 2.48%±0.50% 0.83%±0.10% 78.1K
31 31
27 - 33
GPT 5.6 Luna (xHigh)
OpenAI · Proprietary
1.09%±0.70% 2.88%±1.65% 4.17%±2.29% 0.10%±0.98% 1.17%±1.11% 0.32%±0.03% 39.8K
32 32
30 - 33
Qwen 3.8 27B
阿里巴巴 · Apache 2.0
1.61%±0.60% 1.51%±1.45% 3.16%±2.05% 0.36%±0.85% 5.75%±0.60% 0.30%±0.12% 54.0K
33 33
30 - 34
Gemini 3.7 Flash (High)
Google · Proprietary
1.64%±0.76% 1.08%±1.82% 4.01%±2.49% 1.03%±1.05% 4.24%±0.83% 0.00%±0.17% 51.6K
34 34
33 - 34
Muse Spark 1.2 (xHigh)
Meta · Proprietary
2.96%±0.69% 4.78%±1.82% 11.64%±2.09% 4.86%±1.10% 6.17%±0.84% 0.32%±0.03% 46.3K
35 35
35 - 37
Muse Spark 1.1
Meta · Proprietary
4.60%±0.45% 3.91%±1.12% 11.43%±1.28% 6.23%±0.71% 1.71%±0.82% 0.30%±0.03% 139.2K
36 36
35 - 39
Qwen3.7 Max
阿里巴巴 · Proprietary
5.20%±0.94% 9.07%±2.44% 9.10%±2.77% 6.45%±1.38% 1.26%±1.42% 0.14%±0.17% 40.0K
37 37
35 - 42
Hy3
腾讯 · Apache 2.0
5.70%±1.23% 11.47%±2.85% 7.01%±3.75% 0.36%±1.45% 7.34%±2.87% 3.06%±1.08% 29.0K
38 38
36 - 42
Minimax M3
MiniMax · MiniMax Community License
6.71%±0.89% 13.06%±2.49% 14.31%±2.56% 6.93%±1.46% 0.87%±1.06% 0.12%±0.18% 40.8K
39 39
37 - 42
Mimo V2.5 Pro
小米 · MIT
7.23%±0.91% 9.40%±2.34% 11.77%±2.66% 7.43%±1.39% 6.54%±1.61% 1.00%±0.27% 44.4K
40 40
36 - 43
Qwen3.7 Plus
阿里巴巴 · Proprietary
7.28%±1.47% 10.14%±3.37% 11.03%±4.07% 8.36%±1.95% 5.80%±3.31% 1.07%±0.39% 21.4K
41 41
37 - 42
Gemini 3.1 Pro Preview
Google · Proprietary
7.35%±0.98% 9.37%±2.15% 0.90%±2.99% 4.53%±1.38% 21.67%±1.77% 0.29%±0.74% 86.5K
42 42
37 - 43
Gemini 3.6 Flash (High)
Google · Proprietary
7.67%±1.08% 5.56%±2.62% 8.59%±3.16% 7.49%±1.74% 17.03%±1.98% 0.29%±0.04% 22.6K
43 43
41 - 45
Inkling Small
Thinky · Apache 2.0
9.80%±1.42% 19.51%±4.33% 21.63%±3.68% 13.12%±2.78% 5.64%±1.37% 0.37%±0.29% 13.0K
44 44
43 - 45
Inkling
Thinky · Apache 2.0
10.90%±1.06% 20.74%±3.01% 22.55%±2.58% 11.90%±2.00% 0.69%±1.84% 0.02%±0.12% 42.6K
45 45
43 - 45
Mistral Medium 3.5
Mistral · Modified MIT
11.74%±1.50% 13.52%±3.80% 16.67%±3.93% 5.72%±2.23% 20.42%±3.34% 2.35%±0.80% 10.8K
46 46
46 - 46
Solar Pro 4
Upstage · Proprietary
15.77%±1.91% 20.84%±5.48% 22.11%±4.67% 9.10%±3.11% 25.09%±3.90% 1.71%±0.66% 9.2K
🔍

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