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
14.73%±2.35% 20.77%±3.57% 41.68%±9.55% 0.03%±4.64% 10.84%±1.01% 0.37%±0.06% 7.4K
🥈 3
1 - 7
Claude Opus 5 (High)
Anthropic · Proprietary
11.27%±1.99% 11.85%±4.08% 21.15%±7.40% 10.91%±3.95% 12.11%±0.83% 0.33%±0.06% 13.9K
🥉 4
1 - 8
Claude Opus 5 (Max)
Anthropic · Proprietary
10.39%±2.25% 10.17%±4.56% 19.19%±8.12% 9.42%±4.34% 12.79%±0.84% 0.36%±0.06% 10.8K
4 2
1 - 9
GPT 6 Astra (Max)
OpenAI · Proprietary
10.27%±3.08% 16.31%±4.95% 33.52%±11.56% 4.33%±6.24% 5.46%±1.41% 0.39%±0.05% 5.7K
5 5
2 - 8
Claude Fable 5 (High)
Anthropic · Proprietary
9.58%±1.68% 6.07%±3.69% 19.85%±6.07% 12.52%±3.01% 9.05%±1.62% 0.39%±0.05% 20.8K
6 7
2 - 11
GPT 5.6 Sol (xHigh)
OpenAI · Proprietary
8.35%±1.68% 5.89%±3.55% 20.60%±6.18% 10.29%±3.18% 4.60%±1.02% 0.39%±0.05% 17.4K
7 6
2 - 11
Claude Opus 4.8 (High)
Anthropic · Proprietary
8.18%±1.69% 1.88%±3.59% 19.74%±6.02% 12.37%±3.07% 6.75%±1.76% 0.15%±0.32% 22.0K
8 9
3 - 18
Claude Sonnet 5 (High)
Anthropic · Proprietary
6.66%±2.22% 4.21%±4.58% 13.10%±7.87% 7.87%±4.85% 7.89%±1.26% 0.26%±0.09% 17.2K
9 8
5 - 14
Kimi K3 (Max)
月之暗面 · Kimi K3 license
6.66%±0.83% 13.26%±1.68% 13.96%±2.87% 1.27%±1.61% 4.42%±0.61% 0.39%±0.05% 59.8K
10 12
8 - 16
GLM 5.2 (Max)
智谱 ZAI · MIT
5.54%±0.86% 9.08%±1.80% 13.27%±3.08% 3.78%±1.54% 1.21%±0.73% 0.39%±0.05% 43.5K
11 11
6 - 18
GPT 5.5 (xHigh)
OpenAI · Proprietary
5.52%±1.25% 0.91%±2.90% 8.71%±4.33% 7.94%±2.36% 9.68%±1.31% 0.38%±0.05% 30.5K
12 10
6 - 19
Hy4 preview
腾讯 · Apache 2.0
5.49%±1.59% 10.35%±2.99% 12.35%±5.94% 2.98%±3.28% 7.50%±0.79% 0.24%±0.09% 11.3K
13 14
8 - 18
DeepSeek V4 Pro (High) (0813)
DeepSeek · MIT
5.07%±1.08% 11.05%±2.16% 8.53%±3.95% 0.23%±2.25% 5.16%±0.84% 0.39%±0.05% 23.6K
14 17
9 - 23
Grok 4.5
SpaceXAI · Proprietary
4.34%±1.36% 6.53%±2.96% 3.98%±4.70% 5.58%±2.68% 5.24%±1.64% 0.39%±0.05% 21.9K
15 13
9 - 26
Muse Spark 1.3 (Max)
Meta · Proprietary
3.67%±2.08% 4.89%±4.67% 4.49%±6.83% 3.50%±4.94% 5.11%±1.65% 0.39%±0.05% 5.4K
16 16
8 - 27
Gemini 3.8 Flash (High)
Google · Proprietary
3.62%±2.24% 4.31%±6.03% 10.05%±7.15% 1.90%±4.30% 1.52%±1.44% 0.31%±0.12% 3.8K
17 19
10 - 24
GPT 5.5
OpenAI · Proprietary
3.54%±1.08% 1.04%±2.49% 5.68%±3.63% 5.25%±1.95% 5.36%±1.51% 0.39%±0.05% 40.4K
18 15
10 - 25
Qwen3.8 Max
阿里巴巴 · Proprietary
3.40%±1.18% 7.58%±2.66% 4.13%±4.08% 2.61%±2.37% 3.78%±1.06% 1.09%±0.30% 14.0K
19 21
14 - 26
Deepseek V4 Flash (High) (20260731)
DeepSeek · MIT
2.84%±0.87% 8.51%±1.92% 4.35%±2.93% 0.66%±1.79% 1.64%±0.67% 0.36%±0.06% 36.4K
20 20
14 - 26
GLM 5.3 (Max)
智谱 ZAI · MIT
2.72%±0.76% 10.62%±1.69% 5.46%±2.56% 0.03%±1.44% 2.90%±0.78% 0.39%±0.05% 41.0K
21 18
13 - 27
Grok 4.6 (xHigh)
SpaceXAI · Proprietary
2.62%±1.33% 1.33%±3.13% 2.94%±4.40% 3.57%±2.60% 4.87%±1.13% 0.39%±0.05% 13.3K
22 23
14 - 28
GPT 5.4 (High)
OpenAI · Proprietary
2.14%±1.08% 0.55%±2.62% 1.58%±3.65% 4.82%±2.10% 4.47%±1.01% 0.39%±0.05% 39.2K
23 24
14 - 28
GPT 5.6 Terra (xHigh)
OpenAI · Proprietary
2.04%±1.39% 2.10%±3.43% 1.29%±4.63% 7.79%±2.70% 2.84%±1.59% 0.39%±0.05% 11.1K
24 22
15 - 28
GLM 5.3 Flash
智谱 ZAI · MIT
1.80%±0.99% 10.55%±2.22% 2.90%±3.19% 0.26%±2.02% 5.12%±0.95% 0.39%±0.05% 17.1K
25 25
16 - 29
GPT 5.6 Luna (xHigh)
OpenAI · Proprietary
1.06%±1.23% 1.07%±2.87% 1.12%±3.98% 2.08%±2.54% 2.86%±1.36% 0.39%±0.05% 13.2K
26 26
17 - 29
Qwen3.8 Flash Next
阿里巴巴 · Qwen-community-1.0
0.83%±1.16% 10.52%±2.44% 1.74%±3.98% 3.47%±2.68% 0.33%±0.66% 0.83%±0.16% 18.6K
27 27
22 - 29
Qwen 3.8 27B
阿里巴巴 · Apache 2.0
0.27%±1.01% 6.29%±2.36% 1.75%±3.42% 1.56%±2.04% 5.01%±0.92% 0.11%±0.14% 17.8K
28 28
20 - 29
DeepSeek V4 Pro
DeepSeek · MIT
0.23%±1.34% 0.52%±3.37% 1.85%±4.66% 0.84%±2.40% 3.67%±0.97% 0.38%±0.20% 19.5K
29 29
25 - 32
Claude Sonnet 4.6
Anthropic · Proprietary
1.53%±1.50% 6.06%±3.94% 5.08%±4.55% 2.38%±2.95% 5.60%±1.87% 0.28%±0.18% 16.1K
30 30
29 - 36
Muse Spark 1.2 (xHigh)
Meta · Proprietary
3.15%±1.48% 2.22%±3.72% 9.99%±4.80% 9.10%±3.23% 5.16%±1.67% 0.39%±0.05% 15.1K
31 32
29 - 36
Qwen3.7 Max
阿里巴巴 · Proprietary
3.31%±1.15% 3.90%±2.89% 8.08%±3.27% 3.49%±2.00% 0.88%±2.26% 0.21%±0.25% 22.5K
32 33
29 - 38
Hy3
腾讯 · Apache 2.0
4.36%±1.60% 4.00%±3.63% 6.30%±4.80% 2.44%±3.30% 5.36%±3.02% 3.70%±2.04% 15.4K
33 31
30 - 37
Muse Spark 1.1
Meta · Proprietary
4.53%±0.74% 1.03%±1.89% 12.22%±2.05% 7.35%±1.47% 2.43%±1.39% 0.38%±0.05% 57.7K
34 34
30 - 38
Minimax M3
MiniMax · MiniMax Community License
5.49%±1.12% 10.11%±3.14% 11.69%±3.28% 7.34%±2.25% 1.64%±1.08% 0.06%±0.14% 22.3K
35 37
30 - 38
Mimo V2.5 Pro
小米 · MIT
5.50%±1.10% 6.35%±2.97% 11.78%±3.08% 3.27%±2.12% 5.39%±1.98% 0.70%±0.33% 22.6K
36 35
30 - 39
Qwen3.7 Plus
阿里巴巴 · Proprietary
5.85%±1.49% 8.74%±4.03% 12.43%±4.08% 4.76%±3.01% 2.37%±2.51% 0.97%±0.47% 12.4K
37 36
32 - 39
Gemini 3.6 Flash (High)
Google · Proprietary
6.40%±1.30% 7.15%±3.46% 9.25%±3.72% 4.48%±2.55% 11.48%±1.90% 0.36%±0.07% 11.6K
38 38
33 - 39
Gemini 3.1 Pro Preview
Google · Proprietary
6.62%±1.15% 7.51%±2.91% 2.96%±3.37% 3.45%±1.98% 19.07%±1.99% 0.09%±0.47% 42.8K
39 39
36 - 41
Inkling Small
Thinky · Apache 2.0
8.72%±1.82% 20.05%±5.57% 20.71%±4.84% 10.31%±4.28% 8.17%±1.34% 0.67%±0.58% 6.9K
40 40
39 - 41
Inkling
Thinky · Apache 2.0
9.36%±1.26% 17.90%±3.96% 22.70%±3.15% 11.52%±2.89% 5.21%±1.32% 0.11%±0.17% 23.2K
41 41
39 - 42
Mistral Medium 3.5
Mistral · Modified MIT
10.94%±1.79% 18.88%±4.71% 14.30%±4.89% 8.52%±3.97% 11.30%±2.55% 1.72%±0.78% 5.6K
42 42
41 - 43
Minimax M2.7
MiniMax · Modified MIT
12.86%±1.40% 12.44%±3.75% 22.29%±3.39% 7.35%±3.19% 22.43%±2.94% 0.23%±0.17% 22.2K
43 43
42 - 43
Gemini 3.5 Flash Lite
Google · Proprietary
14.93%±1.62% 15.41%±4.59% 21.48%±3.57% 12.69%±3.43% 23.39%±3.54% 1.68%±0.92% 13.2K
🔍

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