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
17.74%±3.05% 15.79%±5.37% 45.01%±12.17% 15.31%±2.59% 12.28%±1.39% 0.29%±0.03% 4.9K
🥈 2
1 - 4
Claude Opus 5.5 (High)
Anthropic · Proprietary
16.49%±3.04% 15.63%±6.65% 38.04%±11.59% 14.01%±4.25% 14.53%±0.92% 0.24%±0.10% 2.0K
🥉 3
1 - 4
GPT 6 Astra (Max)
OpenAI · Proprietary
16.20%±3.58% 15.72%±7.43% 46.33%±14.71% 13.57%±3.72% 5.11%±1.93% 0.29%±0.03% 3.9K
4 4
1 - 10
GPT 6 Sol (Max)
OpenAI · Proprietary
12.63%±3.84% 8.17%±8.00% 31.91%±14.78% 16.43%±3.57% 6.33%±2.46% 0.29%±0.03% 1.9K
5 5
4 - 11
Claude Opus 5 (High)
Anthropic · Proprietary
9.91%±2.17% 7.43%±5.03% 20.52%±7.61% 9.41%±3.16% 11.96%±0.94% 0.25%±0.04% 8.7K
6 7
4 - 11
Claude Fable 5 (High)
Anthropic · Proprietary
9.74%±1.90% 6.99%±4.36% 19.54%±6.57% 12.67%±2.18% 9.22%±1.58% 0.29%±0.03% 12.3K
7 6
4 - 14
Claude Opus 5 (Max)
Anthropic · Proprietary
8.37%±2.16% 10.80%±4.95% 12.02%±7.48% 6.10%±3.14% 12.64%±0.97% 0.28%±0.03% 6.9K
8 10
4 - 16
Claude Opus 4.8 (High)
Anthropic · Proprietary
7.62%±1.83% 4.82%±4.32% 16.14%±6.46% 9.70%±2.33% 7.32%±2.00% 0.14%±0.15% 12.6K
9 9
4 - 16
GPT 5.6 Sol (xHigh)
OpenAI · Proprietary
7.58%±1.95% 4.23%±4.82% 21.88%±6.77% 9.81%±2.18% 1.66%±1.72% 0.29%±0.03% 10.7K
10 8
4 - 29
Gemini 4 Argon (High)
Google · Proprietary
6.34%±4.78% 14.80%±7.89% 22.28%±17.78% 19.32%±4.44% 24.19%±8.60% 0.50%±0.90% 1.1K
11 11
5 - 24
Claude Sonnet 5 (High)
Anthropic · Proprietary
5.53%±2.35% 6.48%±5.90% 6.44%±8.18% 8.38%±3.31% 6.19%±1.36% 0.15%±0.10% 9.9K
12 18
7 - 20
GLM 5.2 (Max)
智谱 ZAI · MIT
5.28%±0.99% 8.37%±2.32% 12.44%±3.45% 4.46%±1.40% 0.81%±0.93% 0.29%±0.03% 27.9K
13 13
8 - 20
Muse Spark 1.3 (Max)
Meta · Proprietary
5.01%±0.81% 6.52%±1.95% 4.69%±2.74% 7.29%±1.10% 6.29%±0.73% 0.29%±0.03% 23.1K
14 14
7 - 23
GPT 5.5 (xHigh)
OpenAI · Proprietary
4.87%±1.50% 1.79%±3.60% 8.25%±5.10% 5.92%±2.01% 8.10%±1.43% 0.29%±0.03% 16.9K
15 17
7 - 26
Grok 4.7 (xHigh)
SpaceXAI · Proprietary
4.80%±2.13% 4.86%±4.95% 7.31%±7.64% 5.11%±3.06% 6.41%±1.31% 0.29%±0.03% 4.2K
16 12
8 - 23
Hy4 preview
腾讯 · Apache 2.0
4.69%±1.23% 7.05%±2.77% 8.59%±4.33% 0.35%±1.71% 7.31%±0.77% 0.15%±0.07% 18.3K
17 15
10 - 20
Deepseek V4.1 Flash (Max)
DeepSeek · MIT
4.47%±0.69% 7.05%±1.76% 4.22%±2.35% 2.10%±1.05% 8.81%±0.40% 0.16%±0.05% 36.9K
18 16
10 - 23
Kimi K3 (Max)
月之暗面 · Kimi K3 license
4.28%±0.75% 7.06%±1.89% 7.62%±2.45% 2.32%±1.08% 4.10%±0.62% 0.29%±0.03% 45.7K
19 21
10 - 27
GLM 5.3 (Max)
智谱 ZAI · MIT
3.36%±0.99% 6.62%±2.46% 7.57%±3.25% 2.80%±1.53% 0.46%±0.75% 0.29%±0.03% 29.8K
20 22
10 - 29
GPT 6 Luna (Max)
OpenAI · Proprietary
3.14%±2.04% 3.94%±5.02% 0.46%±6.84% 7.52%±2.73% 3.51%±2.94% 0.29%±0.03% 4.4K
21 20
13 - 29
Qwen3.8 Max
阿里巴巴 · Proprietary
2.73%±0.90% 5.15%±2.22% 2.59%±3.03% 3.54%±1.26% 3.21%±0.85% 0.84%±0.26% 18.3K
22 25
13 - 29
GPT 5.5
OpenAI · Proprietary
2.34%±1.37% 1.18%±3.16% 5.18%±4.39% 3.91%±1.78% 3.48%±2.20% 0.29%±0.03% 22.5K
23 24
13 - 29
Grok 4.6 (xHigh)
SpaceXAI · Proprietary
2.23%±1.45% 2.08%±3.66% 1.08%±4.53% 2.15%±2.11% 5.54%±1.38% 0.29%±0.03% 9.3K
24 19
18 - 30
Gemini 3.8 Flash (High)
Google · Proprietary
1.55%±1.09% 4.03%±2.82% 2.53%±3.58% 2.61%±1.64% 1.50%±0.76% 0.11%±0.08% 11.0K
25 26
17 - 32
Grok 4.5
SpaceXAI · Proprietary
1.44%±1.55% 0.26%±4.02% 1.34%±4.74% 3.22%±2.32% 5.31%±1.31% 0.29%±0.03% 14.1K
26 28
17 - 32
GPT 5.6 Terra (xHigh)
OpenAI · Proprietary
1.33%±1.71% 3.13%±4.29% 4.04%±5.21% 4.65%±2.50% 0.78%±1.55% 0.29%±0.03% 7.4K
27 30
19 - 30
Qwen3.8 Flash Next
阿里巴巴 · Qwen-community-1.0
1.27%±0.92% 6.85%±2.31% 0.44%±3.12% 0.69%±1.44% 0.23%±0.60% 0.95%±0.13% 27.7K
28 23
16 - 32
DeepSeek V4 Pro (High) (0813)
DeepSeek · MIT
0.96%±2.27% 1.85%±6.37% 1.50%±7.12% 2.41%±3.31% 5.44%±1.70% 0.29%±0.03% 2.5K
29 27
19 - 32
GPT 5.4 (High)
OpenAI · Proprietary
0.84%±1.30% 1.68%±3.42% 0.87%±4.10% 5.96%±1.84% 0.51%±1.73% 0.29%±0.03% 21.8K
30 32
24 - 32
Qwen 3.8 27B
阿里巴巴 · Apache 2.0
0.23%±0.82% 3.86%±2.18% 1.25%±2.61% 0.73%±1.23% 4.34%±0.76% 0.16%±0.10% 20.6K
31 29
26 - 32
GLM 5.3 Flash
智谱 ZAI · MIT
0.61%±0.64% 4.22%±1.73% 2.48%±1.90% 0.06%±0.99% 5.14%±0.67% 0.29%±0.03% 29.9K
32 31
26 - 32
GPT 5.6 Luna (xHigh)
OpenAI · Proprietary
0.63%±0.99% 2.66%±2.68% 3.44%±3.01% 1.53%±1.45% 1.11%±1.29% 0.29%±0.03% 14.3K
33 34
33 - 35
Muse Spark 1.2 (xHigh)
Meta · Proprietary
3.25%±0.96% 7.04%±2.79% 10.11%±2.59% 6.83%±1.64% 7.46%±1.14% 0.29%±0.03% 17.7K
34 33
33 - 36
Gemini 3.7 Flash (High)
Google · Proprietary
3.76%±1.06% 2.63%±2.92% 6.11%±3.12% 4.08%±1.54% 5.98%±1.11% 0.01%±0.18% 18.8K
35 37
33 - 40
Hy3
腾讯 · Apache 2.0
5.75%±1.83% 6.88%±4.59% 7.17%±4.85% 0.58%±2.47% 11.00%±4.99% 3.10%±1.30% 9.6K
36 36
34 - 40
Qwen3.7 Max
阿里巴巴 · Proprietary
6.06%±1.25% 8.16%±3.85% 11.53%±3.14% 8.81%±1.97% 1.70%±1.78% 0.08%±0.17% 13.5K
37 35
35 - 39
Muse Spark 1.1
Meta · Proprietary
6.25%±0.63% 7.74%±1.78% 11.86%±1.55% 9.05%±1.07% 2.88%±1.03% 0.27%±0.03% 50.4K
38 38
35 - 41
Minimax M3
MiniMax · MiniMax Community License
7.56%±1.29% 14.09%±4.02% 14.11%±3.04% 10.11%±2.24% 0.70%±1.40% 0.20%±0.24% 13.5K
39 39
36 - 44
Mimo V2.5 Pro
小米 · MIT
8.45%±1.24% 10.55%±3.69% 13.08%±2.99% 10.59%±2.10% 6.91%±1.98% 1.14%±0.34% 14.8K
40 40
35 - 45
Qwen3.7 Plus
阿里巴巴 · Proprietary
8.57%±2.11% 10.21%±5.36% 13.31%±4.53% 10.87%±2.89% 7.54%±5.32% 0.92%±0.42% 7.3K
41 41
39 - 45
Gemini 3.1 Pro Preview
Google · Proprietary
10.39%±1.38% 12.88%±3.79% 5.48%±3.50% 9.76%±2.31% 23.14%±2.57% 0.68%±1.21% 23.2K
42 43
38 - 45
Inkling Small
Thinky · Apache 2.0
10.47%±2.11% 20.84%±7.42% 22.88%±4.24% 17.51%±4.47% 9.44%±1.73% 0.53%±0.44% 4.0K
43 44
39 - 45
Inkling
Thinky · Apache 2.0
10.80%±1.50% 20.80%±5.04% 22.37%±2.85% 17.27%±3.39% 6.40%±1.61% 0.05%±0.11% 13.2K
44 42
39 - 45
Gemini 3.6 Flash (High)
Google · Proprietary
11.19%±1.53% 11.10%±4.29% 11.41%±3.73% 13.01%±2.56% 20.66%±2.73% 0.26%±0.04% 7.7K
45 45
40 - 46
Mistral Medium 3.5
Mistral · Modified MIT
12.07%±2.22% 12.42%±6.50% 18.25%±4.78% 10.77%±3.83% 16.53%±4.05% 2.36%±1.08% 3.5K
46 46
45 - 46
Solar Pro 4
Upstage · Proprietary
16.58%±2.71% 19.87%±9.93% 24.06%±4.33% 11.27%±4.72% 25.64%±5.40% 2.05%±0.95% 3.2K
🔍

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