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
13.85%±1.92% 22.39%±3.04% 36.35%±7.68% 0.91%±3.86% 11.07%±1.00% 0.37%±0.04% 12.4K
🥈 2
1 - 5
GPT 6 Astra (Max)
OpenAI · Proprietary
12.39%±2.60% 18.82%±3.85% 40.79%±10.29% 3.75%±5.13% 5.71%±1.27% 0.38%±0.04% 9.7K
🥉 3
1 - 5
Claude Opus 5 (High)
Anthropic · Proprietary
11.06%±1.70% 11.15%±3.56% 18.51%±6.27% 12.77%±3.30% 12.56%±0.74% 0.34%±0.04% 23.7K
4 4
1 - 7
Claude Opus 5 (Max)
Anthropic · Proprietary
10.80%±1.88% 12.83%±3.79% 18.16%±6.89% 9.57%±3.72% 13.10%±0.79% 0.36%±0.04% 19.1K
5 5
2 - 8
Claude Fable 5 (High)
Anthropic · Proprietary
9.09%±1.42% 6.59%±3.08% 18.34%±5.11% 11.20%±2.59% 8.96%±1.49% 0.38%±0.04% 37.0K
6 6
4 - 11
Claude Opus 4.8 (High)
Anthropic · Proprietary
7.57%±1.40% 4.33%±2.95% 15.15%±4.95% 11.34%±2.65% 7.38%±1.59% 0.35%±0.56% 39.3K
7 7
4 - 11
GPT 5.6 Sol (xHigh)
OpenAI · Proprietary
7.51%±1.42% 5.02%±3.02% 18.83%±5.21% 8.58%±2.75% 4.73%±0.95% 0.38%±0.04% 30.9K
8 8
6 - 13
Kimi K3 (Max)
月之暗面 · Kimi K3 license
6.46%±0.70% 15.11%±1.43% 12.49%±2.43% 0.02%±1.39% 4.29%±0.56% 0.38%±0.04% 101.0K
9 9
5 - 18
Claude Sonnet 5 (High)
Anthropic · Proprietary
5.88%±1.82% 0.96%±3.85% 10.72%±6.33% 9.40%±3.91% 8.09%±1.18% 0.22%±0.10% 29.8K
10 10
6 - 18
Hy4 preview
腾讯 · Apache 2.0
5.23%±1.31% 11.82%±2.51% 9.50%±4.85% 2.65%±2.83% 7.24%±0.67% 0.25%±0.07% 19.6K
11 11
6 - 18
GPT 5.5 (xHigh)
OpenAI · Proprietary
5.22%±1.08% 0.32%±2.46% 8.97%±3.73% 7.12%±2.06% 9.98%±1.19% 0.38%±0.04% 52.3K
12 12
9 - 18
GLM 5.2 (Max)
智谱 ZAI · MIT
4.56%±0.74% 8.10%±1.58% 10.71%±2.57% 3.16%±1.36% 0.46%±0.85% 0.38%±0.04% 73.4K
13 13
8 - 23
Muse Spark 1.3 (Max)
Meta · Proprietary
4.23%±1.77% 8.37%±3.65% 5.26%±5.80% 1.38%±4.47% 5.75%±1.31% 0.38%±0.04% 8.8K
14 14
9 - 20
DeepSeek V4 Pro (High) (0813)
DeepSeek · MIT
4.14%±0.92% 10.70%±1.87% 6.03%±3.27% 1.61%±1.93% 5.20%±0.72% 0.38%±0.04% 39.0K
15 15
9 - 20
Qwen3.8 Max
阿里巴巴 · Proprietary
3.97%±1.02% 9.52%±2.22% 5.15%±3.54% 2.60%±2.10% 3.53%±1.00% 0.95%±0.25% 23.3K
16 16
8 - 24
Gemini 3.8 Flash (High)
Google · Proprietary
3.84%±1.96% 8.53%±4.58% 13.32%±6.25% 3.37%±5.19% 0.43%±1.15% 0.30%±0.09% 10.1K
17 17
9 - 22
Grok 4.5
SpaceXAI · Proprietary
3.83%±1.13% 4.78%±2.54% 2.24%±3.87% 5.54%±2.26% 6.21%±1.39% 0.38%±0.04% 36.5K
18 18
9 - 24
Grok 4.6 (xHigh)
SpaceXAI · Proprietary
3.12%±1.14% 4.37%±2.58% 2.95%±3.77% 2.42%±2.33% 5.48%±0.97% 0.38%±0.04% 20.9K
19 19
13 - 24
GPT 5.5
OpenAI · Proprietary
2.80%±0.93% 1.52%±2.12% 5.17%±3.11% 3.56%±1.69% 6.43%±1.17% 0.38%±0.04% 80.5K
20 20
13 - 24
GLM 5.3 (Max)
智谱 ZAI · MIT
2.62%±0.66% 11.24%±1.41% 5.27%±2.24% 0.88%±1.28% 2.90%±0.68% 0.38%±0.04% 65.5K
21 21
15 - 25
Deepseek V4 Flash (High) (20260731)
DeepSeek · MIT
2.17%±0.77% 7.06%±1.66% 3.96%±2.63% 1.45%±1.62% 0.93%±0.60% 0.35%±0.05% 63.9K
22 22
15 - 26
GLM 5.3 Flash
智谱 ZAI · MIT
1.89%±0.86% 12.49%±1.84% 3.02%±2.84% 1.06%±1.80% 5.37%±0.86% 0.38%±0.04% 27.0K
23 23
17 - 28
GPT 5.4 (High)
OpenAI · Proprietary
1.54%±0.90% 0.33%±2.15% 0.72%±3.04% 3.40%±1.81% 4.97%±0.91% 0.38%±0.04% 79.6K
24 24
16 - 28
GPT 5.6 Terra (xHigh)
OpenAI · Proprietary
1.46%±1.19% 4.17%±2.89% 0.79%±3.98% 6.14%±2.36% 4.15%±1.34% 0.38%±0.04% 19.1K
25 25
21 - 29
GPT 5.6 Luna (xHigh)
OpenAI · Proprietary
0.73%±1.05% 0.48%±2.43% 0.46%±3.43% 0.71%±2.18% 3.51%±1.17% 0.38%±0.04% 22.2K
26 26
22 - 30
Qwen3.8 Flash Next
阿里巴巴 · Qwen-community-1.0
0.40%±0.97% 11.74%±2.01% 1.81%±3.32% 5.20%±2.23% 1.87%±0.58% 0.83%±0.13% 30.8K
27 27
23 - 30
Qwen 3.8 27B
阿里巴巴 · Apache 2.0
0.08%±0.88% 7.22%±1.97% 0.22%±2.98% 1.42%±1.81% 6.13%±0.82% 0.28%±0.15% 28.5K
28 28
23 - 30
DeepSeek V4 Pro
DeepSeek · MIT
0.34%±1.14% 0.42%±2.89% 3.73%±3.87% 1.05%±2.14% 3.69%±0.88% 0.20%±0.14% 33.2K
29 29
25 - 32
Claude Sonnet 4.6
Anthropic · Proprietary
1.27%±1.32% 7.96%±3.35% 2.02%±4.06% 2.50%±2.58% 5.83%±1.79% 0.29%±0.13% 39.4K
30 30
26 - 32
Muse Spark 1.2 (xHigh)
Meta · Proprietary
1.76%±1.29% 1.46%±3.10% 8.44%±4.18% 7.95%±2.75% 5.77%±1.41% 0.38%±0.04% 24.1K
31 31
29 - 33
Muse Spark 1.1
Meta · Proprietary
2.97%±0.65% 3.34%±1.55% 10.30%±1.85% 6.61%±1.32% 1.67%±1.24% 0.37%±0.04% 95.4K
32 32
29 - 34
Qwen3.7 Max
阿里巴巴 · Proprietary
3.12%±0.99% 4.11%±2.44% 7.29%±2.89% 3.16%±1.78% 0.83%±1.96% 0.18%±0.21% 37.5K
33 33
31 - 39
Hy3
腾讯 · Apache 2.0
4.69%±1.29% 7.63%±3.00% 6.97%±3.95% 1.81%±2.68% 4.20%±2.33% 2.84%±1.28% 26.3K
34 34
33 - 39
Minimax M3
MiniMax · MiniMax Community License
5.38%±0.95% 10.21%±2.57% 11.54%±2.86% 6.82%±1.91% 1.66%±1.01% 0.03%±0.13% 37.9K
35 35
32 - 39
Qwen3.7 Plus
阿里巴巴 · Proprietary
5.38%±1.28% 7.75%±3.33% 12.47%±3.64% 3.89%±2.63% 1.93%±2.22% 0.86%±0.40% 20.6K
36 36
33 - 39
Gemini 3.6 Flash (High)
Google · Proprietary
5.41%±1.13% 5.56%±2.88% 7.22%±3.40% 3.89%±2.27% 10.68%±1.59% 0.32%±0.08% 19.6K
37 37
33 - 39
Mimo V2.5 Pro
小米 · MIT
5.42%±0.98% 7.28%±2.54% 10.16%±2.87% 3.78%±1.90% 5.17%±1.79% 0.74%±0.30% 38.9K
38 38
33 - 39
Gemini 3.1 Pro Preview
Google · Proprietary
5.60%±0.96% 5.40%±2.32% 1.14%±2.85% 2.60%±1.67% 18.92%±1.81% 0.07%±0.29% 85.6K
39 39
33 - 41
Inkling Small
Thinky · Apache 2.0
7.09%±1.58% 19.89%±4.54% 17.32%±4.62% 5.97%±3.71% 8.11%±1.14% 0.38%±0.38% 12.4K
40 40
39 - 41
Inkling
Thinky · Apache 2.0
9.12%±1.06% 17.83%±3.18% 22.35%±2.79% 8.63%±2.45% 3.22%±1.31% 0.01%±0.15% 42.0K
41 41
39 - 41
Mistral Medium 3.5
Mistral · Modified MIT
10.12%±1.47% 16.44%±3.77% 14.95%±4.01% 4.37%±3.28% 12.44%±2.43% 2.41%±0.89% 9.9K
42 42
42 - 43
Minimax M2.7
MiniMax · Modified MIT
13.22%±1.22% 16.69%±3.09% 19.83%±3.16% 6.18%±2.61% 23.59%±2.72% 0.19%±0.16% 37.5K
43 43
42 - 43
Gemini 3.5 Flash Lite
Google · Proprietary
13.73%±1.45% 18.30%±3.82% 16.67%±3.61% 10.92%±2.93% 21.44%±3.20% 1.33%±0.71% 23.2K
🔍

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