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 - 7
Claude Fable 5.1 (Max)
Anthropic · Proprietary
12.32%±3.22% 19.73%±4.79% 23.93%±12.89% 5.03%±6.36% 12.63%±1.65% 0.26%±0.03% 6.3K
🥈 2
1 - 10
Claude Opus 5.5 (High)
Anthropic · Proprietary
11.04%±4.76% 16.49%±7.62% 16.44%±19.31% 12.59%±9.89% 9.41%±2.94% 0.26%±0.03% 1.8K
🥉 4
1 - 7
Claude Opus 5 (Max)
Anthropic · Proprietary
10.59%±2.90% 13.16%±5.12% 18.96%±11.56% 7.92%±5.89% 12.67%±1.97% 0.25%±0.04% 9.2K
4 3
1 - 14
GPT 6 Astra (Max)
OpenAI · Proprietary
8.62%±3.98% 16.12%±6.14% 24.27%±15.74% 3.20%±8.29% 5.66%±6.03% 0.26%±0.03% 4.4K
5 7
1 - 10
Claude Fable 5 (High)
Anthropic · Proprietary
8.41%±2.23% 5.76%±4.21% 17.60%±8.51% 9.73%±3.87% 8.69%±3.46% 0.26%±0.03% 17.3K
6 5
1 - 11
Claude Opus 5 (High)
Anthropic · Proprietary
8.36%±2.51% 6.40%±5.00% 12.75%±9.83% 10.57%±4.64% 11.80%±2.16% 0.26%±0.03% 11.5K
7 6
1 - 26
GPT 6 Sol (Max)
OpenAI · Proprietary
6.10%±4.49% 14.54%±7.40% 3.31%±17.49% 6.55%±9.88% 12.45%±2.45% 0.26%±0.03% 1.8K
8 15
3 - 16
Gemini 3.8 Flash (High)
Google · Proprietary
5.85%±1.81% 14.25%±3.02% 10.58%±6.96% 2.32%±3.98% 1.95%±1.52% 0.16%±0.14% 10.9K
9 9
3 - 25
GPT 5.6 Sol (xHigh)
OpenAI · Proprietary
5.28%±2.29% 4.30%±4.23% 13.28%±8.43% 2.40%±4.51% 6.18%±2.40% 0.26%±0.03% 14.6K
10 8
3 - 25
Claude Opus 4.8 (High)
Anthropic · Proprietary
5.10%±2.38% 4.00%±4.42% 8.31%±8.59% 5.46%±4.10% 7.89%±3.55% 0.17%±0.52% 15.3K
11 13
6 - 26
Hy4 preview
腾讯 · Apache 2.0
3.45%±1.77% 5.87%±3.23% 5.43%±6.69% 0.55%±3.50% 5.30%±1.06% 0.08%±0.12% 17.8K
12 12
6 - 26
GPT 5.5 (xHigh)
OpenAI · Proprietary
3.24%±1.69% 2.27%±3.49% 3.04%±6.21% 3.90%±3.40% 11.25%±2.15% 0.26%±0.03% 23.1K
13 10
5 - 29
Claude Sonnet 5 (High)
Anthropic · Proprietary
3.20%±2.81% 3.53%±5.63% 7.29%±9.96% 6.45%±5.48% 5.64%±3.49% 0.15%±0.16% 13.5K
14 21
7 - 26
Qwen3.8 Max
阿里巴巴 · Proprietary
3.13%±1.26% 6.44%±2.46% 4.70%±4.57% 3.61%±2.63% 1.78%±1.60% 0.85%±0.29% 19.6K
15 31
7 - 26
Gemini 3.7 Flash (High)
Google · Proprietary
2.81%±1.30% 3.80%±2.74% 3.33%±4.76% 5.14%±2.67% 1.49%±1.30% 0.26%±0.03% 22.1K
16 20
8 - 28
GLM 5.3 (Max)
智谱 ZAI · MIT
2.49%±1.24% 4.59%±2.57% 5.55%±4.61% 1.07%±2.27% 1.00%±1.16% 0.26%±0.03% 33.7K
17 17
8 - 28
Deepseek V4.1 Flash (Max)
DeepSeek · MIT
2.46%±1.18% 14.60%±1.98% 0.87%±4.31% 7.09%±2.83% 3.75%±0.99% 0.14%±0.07% 29.5K
18 14
8 - 26
Kimi K3 (Max)
月之暗面 · Kimi K3 license
2.45%±0.99% 8.59%±1.95% 2.87%±3.56% 3.88%±2.20% 4.42%±1.14% 0.26%±0.03% 55.0K
19 11
6 - 33
Grok 4.7 (xHigh)
SpaceXAI · Proprietary
2.43%±3.37% 17.74%±5.18% 1.24%±12.06% 11.92%±8.43% 7.31%±2.31% 0.26%±0.03% 3.6K
20 23
8 - 29
Grok 4.5
SpaceXAI · Proprietary
2.11%±1.78% 1.42%±3.60% 1.30%±6.24% 3.33%±3.62% 6.83%±2.53% 0.26%±0.03% 17.8K
21 16
8 - 28
Muse Spark 1.3 (Max)
Meta · Proprietary
2.01%±1.13% 8.94%±2.06% 0.53%±3.92% 2.28%±2.59% 3.66%±1.57% 0.26%±0.03% 24.1K
22 18
8 - 29
GLM 5.2 (Max)
智谱 ZAI · MIT
1.82%±1.33% 0.85%±2.63% 6.77%±4.77% 0.10%±2.53% 3.04%±1.69% 0.26%±0.03% 35.1K
23 19
8 - 30
DeepSeek V4 Pro (High) (0813)
DeepSeek · MIT
1.65%±1.51% 0.06%±2.98% 4.83%±5.58% 1.93%±3.09% 5.16%±1.30% 0.26%±0.03% 18.8K
24 22
8 - 32
GPT 5.5
OpenAI · Proprietary
1.56%±1.57% 5.11%±3.22% 3.12%±5.64% 0.32%±2.97% 9.83%±2.01% 0.26%±0.03% 29.3K
25 24
8 - 33
Grok 4.6 (xHigh)
SpaceXAI · Proprietary
1.26%±1.90% 3.55%±4.00% 3.71%±6.74% 0.61%±3.78% 6.49%±1.94% 0.26%±0.03% 11.1K
26 25
10 - 34
GPT 5.6 Terra (xHigh)
OpenAI · Proprietary
0.29%±2.13% 6.44%±4.22% 3.67%±7.67% 2.38%±4.16% 6.35%±2.76% 0.26%±0.03% 9.4K
27 26
16 - 34
GPT 5.4 (High)
OpenAI · Proprietary
0.29%±1.61% 5.04%±3.29% 4.05%±5.85% 1.00%±3.19% 6.40%±2.13% 0.26%±0.03% 28.3K
28 27
19 - 33
GLM 5.3 Flash
智谱 ZAI · MIT
0.39%±1.01% 7.37%±1.97% 0.51%±3.54% 2.66%±2.13% 6.40%±1.59% 0.26%±0.03% 29.1K
29 30
16 - 36
DeepSeek V4 Pro
DeepSeek · MIT
0.58%±1.90% 4.95%±3.94% 0.03%±6.75% 2.18%±3.73% 4.17%±1.98% 0.10%±0.15% 14.8K
30 28
23 - 36
GPT 5.6 Luna (xHigh)
OpenAI · Proprietary
1.22%±1.35% 4.81%±2.71% 4.90%±4.39% 1.13%±2.69% 2.21%±2.57% 0.26%±0.03% 16.4K
31 34
24 - 34
Muse Spark 1.1
Meta · Proprietary
1.29%±0.91% 4.00%±1.78% 7.36%±2.86% 3.09%±1.93% 0.26%±2.03% 0.26%±0.04% 57.3K
32 33
23 - 36
Muse Spark 1.2 (xHigh)
Meta · Proprietary
1.29%±1.41% 0.41%±2.95% 7.90%±4.64% 0.17%±2.97% 1.42%±2.37% 0.26%±0.03% 18.9K
33 39
22 - 40
Gemini 3.6 Flash (High)
Google · Proprietary
1.72%±1.89% 1.83%±3.87% 0.94%±6.62% 0.13%±3.83% 6.14%±2.58% 0.18%±0.16% 9.4K
34 35
27 - 40
Qwen3.7 Max
阿里巴巴 · Proprietary
3.25%±1.79% 10.26%±3.72% 3.91%±5.59% 1.02%±3.17% 0.62%±3.93% 0.46%±0.49% 16.8K
35 29
30 - 40
Qwen3.8 Flash Next
阿里巴巴 · Qwen-community-1.0
3.53%±1.20% 3.17%±2.55% 6.63%±4.13% 7.05%±2.81% 6.48%±0.99% 0.64%±0.17% 29.2K
36 37
30 - 40
Mimo V2.5 Pro
小米 · MIT
4.27%±1.95% 9.86%±3.80% 5.24%±5.89% 0.04%±3.39% 5.66%±5.29% 0.56%±0.47% 17.7K
37 32
33 - 40
Qwen 3.8 27B
阿里巴巴 · Apache 2.0
4.30%±1.15% 0.82%±2.48% 8.94%±3.83% 1.68%±2.58% 9.80%±1.51% 0.27%±0.25% 21.5K
38 36
33 - 42
Hy3
腾讯 · Apache 2.0
5.09%±2.01% 14.35%±4.40% 7.13%±6.49% 0.95%±4.06% 2.16%±3.05% 2.78%±1.18% 11.7K
39 40
33 - 42
Gemini 3.1 Pro Preview
Google · Proprietary
5.19%±1.63% 6.34%±3.02% 2.79%±4.82% 0.76%±2.63% 21.92%±4.57% 0.26%±0.03% 32.0K
40 41
33 - 43
Qwen3.7 Plus
阿里巴巴 · Proprietary
5.79%±2.25% 8.92%±5.07% 11.45%±7.00% 4.96%±4.66% 2.55%±4.56% 1.06%±0.74% 9.1K
41 38
38 - 43
Minimax M3
MiniMax · MiniMax Community License
7.79%±1.57% 18.24%±3.93% 15.69%±4.69% 4.61%±3.21% 0.15%±2.64% 0.27%±0.46% 17.2K
42 42
38 - 45
Inkling Small
Thinky · Apache 2.0
9.33%±2.65% 23.59%±6.87% 17.24%±8.14% 5.55%±6.12% 0.12%±3.40% 0.38%±0.58% 5.0K
43 43
40 - 44
Inkling
Thinky · Apache 2.0
9.44%±2.00% 22.69%±4.67% 18.67%±5.58% 3.01%±4.16% 2.61%±4.25% 0.21%±0.32% 16.6K
44 44
42 - 45
Mistral Medium 3.5
Mistral · Modified MIT
12.57%±2.79% 16.72%±6.13% 22.23%±6.57% 4.15%±5.79% 25.55%±8.13% 2.50%±1.94% 4.4K
45 45
43 - 45
Solar Pro 4
Upstage · Proprietary
16.21%±4.34% 25.84%±8.17% 18.14%±10.98% 4.19%±6.68% 31.90%±14.20% 0.97%±1.15% 3.9K
🔍

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