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
14.60%±2.12% 17.16%±3.34% 35.20%±8.74% 9.12%±4.52% 11.20%±1.05% 0.34%±0.04% 8.9K
🥈 2
1 - 9
GPT 6 Astra (Max)
OpenAI · Proprietary
10.70%±2.89% 13.84%±4.37% 34.32%±11.23% 1.15%±6.47% 6.12%±1.42% 0.35%±0.03% 6.8K
🥉 3
2 - 8
Claude Opus 5 (High)
Anthropic · Proprietary
9.74%±1.60% 7.36%±3.35% 18.72%±5.91% 10.52%±3.10% 11.77%±0.79% 0.30%±0.04% 15.8K
4 4
2 - 9
Claude Opus 5 (Max)
Anthropic · Proprietary
9.26%±1.68% 8.10%±3.58% 15.16%±6.24% 10.52%±3.18% 12.18%±0.87% 0.33%±0.03% 12.4K
5 5
2 - 9
Claude Fable 5 (High)
Anthropic · Proprietary
8.64%±1.43% 4.80%±3.04% 17.23%±5.09% 12.51%±2.63% 8.33%±1.28% 0.35%±0.03% 22.9K
6 7
2 - 10
Claude Opus 4.8 (High)
Anthropic · Proprietary
7.69%±1.54% 3.06%±3.05% 18.71%±5.50% 11.63%±2.61% 4.85%±2.33% 0.18%±0.17% 22.6K
7 6
2 - 18
GPT 6 Sol (Max)
OpenAI · Proprietary
7.15%±3.04% 5.26%±6.59% 4.15%±10.96% 17.87%±6.86% 8.12%±1.83% 0.35%±0.03% 2.5K
8 8
2 - 14
GPT 5.6 Sol (xHigh)
OpenAI · Proprietary
6.81%±1.48% 3.63%±3.02% 19.18%±5.31% 8.12%±2.77% 2.78%±1.13% 0.35%±0.03% 19.3K
9 9
3 - 18
Claude Sonnet 5 (High)
Anthropic · Proprietary
6.08%±1.99% 3.23%±3.97% 13.57%±7.06% 7.32%±4.00% 6.08%±1.16% 0.20%±0.09% 18.3K
10 12
6 - 18
GPT 5.5 (xHigh)
OpenAI · Proprietary
5.13%±1.12% 0.27%±2.48% 8.92%±3.86% 7.40%±2.06% 8.72%±1.23% 0.35%±0.03% 31.6K
11 15
7 - 17
GLM 5.2 (Max)
智谱 ZAI · MIT
4.97%±0.79% 5.85%±1.69% 11.46%±2.82% 5.29%±1.49% 1.88%±0.63% 0.35%±0.03% 49.7K
12 10
7 - 18
Kimi K3 (Max)
月之暗面 · Kimi K3 license
4.76%±0.63% 9.33%±1.31% 9.31%±2.18% 0.42%±1.30% 4.39%±0.48% 0.35%±0.03% 77.5K
13 11
7 - 21
Hy4 preview
腾讯 · Apache 2.0
4.50%±1.08% 7.30%±2.18% 8.60%±3.90% 0.46%±2.23% 6.86%±0.59% 0.20%±0.06% 29.4K
14 18
8 - 21
DeepSeek V4 Pro (High) (0813)
DeepSeek · MIT
4.19%±0.94% 6.17%±1.94% 7.20%±3.34% 2.06%±1.97% 5.17%±0.73% 0.34%±0.04% 29.5K
15 14
8 - 21
Deepseek V4.1 Flash (Max)
DeepSeek · MIT
4.08%±0.69% 9.65%±1.41% 4.66%±2.38% 1.83%±1.59% 7.72%±0.39% 0.20%±0.05% 50.8K
16 16
8 - 22
Muse Spark 1.3 (Max)
Meta · Proprietary
3.77%±0.70% 6.55%±1.46% 3.94%±2.37% 2.71%±1.48% 5.30%±0.65% 0.35%±0.03% 38.0K
17 17
7 - 26
Grok 4.7 (xHigh)
SpaceXAI · Proprietary
3.16%±2.22% 3.86%±4.42% 7.30%±7.66% 0.92%±4.96% 5.19%±1.43% 0.35%±0.03% 5.0K
18 13
9 - 23
Gemini 3.8 Flash (High)
Google · Proprietary
3.10%±1.06% 7.12%±2.18% 5.07%±3.65% 3.27%±2.28% 0.15%±0.69% 0.20%±0.08% 16.9K
19 19
13 - 23
GLM 5.3 (Max)
智谱 ZAI · MIT
2.93%±0.72% 6.64%±1.67% 5.28%±2.49% 3.01%±1.42% 0.62%±0.60% 0.35%±0.03% 51.0K
20 21
13 - 25
GPT 5.5
OpenAI · Proprietary
2.61%±1.02% 1.39%±2.21% 5.56%±3.27% 4.18%±1.80% 4.36%±1.74% 0.35%±0.03% 41.6K
21 20
16 - 25
Qwen3.8 Max
阿里巴巴 · Proprietary
2.43%±0.78% 4.61%±1.71% 3.64%±2.67% 2.09%±1.59% 3.06%±0.73% 1.24%±0.29% 29.9K
22 22
13 - 25
Grok 4.5
SpaceXAI · Proprietary
2.35%±1.14% 0.77%±2.66% 0.32%±3.81% 5.50%±2.32% 5.45%±1.13% 0.35%±0.03% 25.1K
23 24
17 - 29
GPT 5.6 Terra (xHigh)
OpenAI · Proprietary
1.54%±1.29% 3.68%±3.02% 4.32%±4.35% 5.43%±2.40% 1.26%±1.49% 0.35%±0.03% 13.0K
24 23
19 - 30
Grok 4.6 (xHigh)
SpaceXAI · Proprietary
0.90%±1.13% 4.21%±2.77% 1.42%±3.61% 4.64%±2.27% 5.14%±1.04% 0.35%±0.03% 16.3K
25 25
19 - 30
GPT 5.4 (High)
OpenAI · Proprietary
0.75%±1.00% 3.02%±2.35% 1.02%±3.30% 3.47%±1.93% 1.90%±1.36% 0.35%±0.03% 40.3K
26 27
22 - 30
Qwen3.8 Flash Next
阿里巴巴 · Qwen-community-1.0
0.32%±0.78% 6.46%±1.70% 0.21%±2.75% 2.28%±1.70% 1.45%±0.48% 0.94%±0.11% 47.1K
27 26
23 - 30
GLM 5.3 Flash
智谱 ZAI · MIT
0.20%±0.59% 5.83%±1.36% 0.12%±1.90% 0.16%±1.20% 5.15%±0.58% 0.35%±0.03% 46.3K
28 28
23 - 30
GPT 5.6 Luna (xHigh)
OpenAI · Proprietary
0.19%±0.80% 2.08%±1.89% 3.52%±2.58% 2.56%±1.63% 1.77%±0.95% 0.35%±0.03% 24.3K
29 29
23 - 31
DeepSeek V4 Pro
DeepSeek · MIT
0.70%±1.15% 2.08%±2.69% 0.65%±3.95% 2.69%±2.07% 2.23%±0.99% 0.31%±0.15% 21.1K
30 31
24 - 30
Qwen 3.8 27B
阿里巴巴 · Apache 2.0
0.87%±0.70% 2.83%±1.64% 1.03%±2.31% 0.68%±1.50% 5.38%±0.66% 0.11%±0.10% 34.0K
31 30
30 - 32
Gemini 3.7 Flash (High)
Google · Proprietary
2.54%±0.76% 2.10%±1.95% 5.64%±2.33% 1.12%±1.53% 3.86%±0.77% 0.02%±0.26% 32.4K
32 32
31 - 35
Muse Spark 1.2 (xHigh)
Meta · Proprietary
3.90%±0.77% 6.59%±2.08% 12.28%±2.25% 7.15%±1.69% 6.17%±0.86% 0.33%±0.05% 30.4K
33 34
32 - 35
Qwen3.7 Max
阿里巴巴 · Proprietary
4.33%±0.98% 7.23%±2.58% 9.22%±2.81% 3.32%±1.79% 1.75%±1.77% 0.12%±0.18% 24.1K
34 33
32 - 35
Muse Spark 1.1
Meta · Proprietary
4.92%±0.51% 4.41%±1.31% 12.16%±1.42% 6.12%±1.04% 2.24%±0.90% 0.33%±0.03% 85.0K
35 35
32 - 40
Hy3
腾讯 · Apache 2.0
5.67%±1.41% 7.46%±3.23% 7.72%±4.11% 2.44%±2.99% 7.18%±2.89% 3.56%±1.41% 17.2K
36 37
35 - 40
Minimax M3
MiniMax · MiniMax Community License
6.54%±1.00% 12.71%±2.80% 12.86%±2.88% 7.74%±2.04% 0.59%±1.03% 0.01%±0.13% 24.1K
37 36
35 - 40
Mimo V2.5 Pro
小米 · MIT
6.56%±0.98% 9.02%±2.59% 11.38%±2.79% 5.03%±1.89% 6.45%±1.70% 0.91%±0.30% 26.0K
38 39
35 - 41
Qwen3.7 Plus
阿里巴巴 · Proprietary
7.30%±1.45% 9.07%±3.72% 12.05%±3.87% 8.11%±2.71% 6.12%±2.94% 1.15%±0.46% 12.9K
39 38
35 - 41
Gemini 3.1 Pro Preview
Google · Proprietary
7.80%±1.02% 8.47%±2.39% 2.33%±2.90% 4.92%±1.69% 22.68%±2.04% 0.58%±0.92% 43.4K
40 40
35 - 41
Gemini 3.6 Flash (High)
Google · Proprietary
8.13%±1.15% 9.23%±3.02% 10.65%±3.17% 5.52%±2.28% 15.57%±1.89% 0.33%±0.04% 13.5K
41 41
38 - 43
Inkling Small
Thinky · Apache 2.0
10.29%±1.59% 20.43%±4.95% 22.04%±4.04% 14.44%±3.62% 5.98%±1.37% 0.54%±0.42% 7.4K
42 42
41 - 43
Inkling
Thinky · Apache 2.0
10.86%±1.14% 20.28%±3.46% 23.29%±2.69% 14.25%±2.53% 3.42%±1.60% 0.09%±0.11% 23.6K
43 43
41 - 44
Mistral Medium 3.5
Mistral · Modified MIT
11.96%±1.76% 17.30%±4.59% 14.54%±4.93% 9.85%±3.80% 15.98%±2.79% 2.14%±0.82% 6.2K
44 44
43 - 44
Solar Pro 4
Upstage · Proprietary
15.77%±2.10% 19.42%±5.80% 22.35%±5.18% 10.61%±4.21% 24.41%±4.56% 2.04%±0.89% 5.7K
🔍

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