| 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
|
14.51%±1.90% | 23.19%±2.61% | 39.46%±7.40% | 1.21%±4.21% | 10.71%±1.13% | 0.39%±0.04% | 11.8K |
| 🥈 | 2 1 - 5 |
GPT 6 Astra (Max)
OpenAI · Proprietary
|
12.55%±2.18% | 21.85%±2.92% | 40.61%±8.16% | 5.46%±5.71% | 5.33%±1.35% | 0.39%±0.04% | 8.9K |
| 🥉 | 3 1 - 5 |
Claude Opus 5 (High)
Anthropic · Proprietary
|
11.42%±1.73% | 11.96%±3.62% | 18.59%±6.39% | 13.61%±3.33% | 12.58%±0.76% | 0.35%±0.04% | 23.2K |
| 4 | 4 1 - 7 |
Claude Opus 5 (Max)
Anthropic · Proprietary
|
10.79%±1.92% | 12.51%±3.91% | 18.44%±7.05% | 9.48%±3.79% | 13.12%±0.81% | 0.37%±0.04% | 18.7K |
| 5 | 5 2 - 8 |
Claude Fable 5 (High)
Anthropic · Proprietary
|
9.15%±1.44% | 6.46%±3.11% | 18.75%±5.18% | 11.00%±2.61% | 9.17%±1.54% | 0.39%±0.04% | 36.7K |
| 6 | 6 4 - 11 |
GPT 5.6 Sol (xHigh)
OpenAI · Proprietary
|
7.75%±1.45% | 5.13%±3.08% | 19.52%±5.29% | 8.77%±2.79% | 4.93%±0.95% | 0.39%±0.04% | 30.4K |
| 7 | 7 4 - 11 |
Claude Opus 4.8 (High)
Anthropic · Proprietary
|
7.69%±1.44% | 4.48%±3.02% | 16.05%±5.08% | 10.98%±2.66% | 7.33%±1.63% | 0.40%±0.62% | 38.9K |
| 8 | 8 6 - 12 |
Kimi K3 (Max)
月之暗面 · Kimi K3 license
|
6.59%±0.70% | 15.43%±1.43% | 12.90%±2.43% | 0.15%±1.38% | 4.39%±0.56% | 0.39%±0.04% | 99.8K |
| 9 | 9 5 - 16 |
Claude Sonnet 5 (High)
Anthropic · Proprietary
|
6.31%±1.88% | 1.04%±3.97% | 12.40%±6.57% | 9.74%±3.99% | 8.13%±1.23% | 0.23%±0.10% | 29.4K |
| 10 | 10 6 - 17 |
Hy4 preview
腾讯 · Apache 2.0
|
5.37%±1.40% | 12.00%±2.70% | 8.98%±5.24% | 1.92%±3.01% | 7.52%±0.70% | 0.29%±0.07% | 17.1K |
| 11 | 11 6 - 17 |
GPT 5.5 (xHigh)
OpenAI · Proprietary
|
5.33%±1.08% | 0.13%±2.48% | 8.97%±3.73% | 7.21%±2.05% | 9.97%±1.26% | 0.39%±0.04% | 51.9K |
| 12 | 12 9 - 17 |
GLM 5.2 (Max)
智谱 ZAI · MIT
|
4.64%±0.75% | 8.06%±1.61% | 11.03%±2.61% | 2.92%±1.37% | 0.79%±0.87% | 0.39%±0.04% | 71.8K |
| 13 | 13 9 - 18 |
DeepSeek V4 Pro (High) (0813)
DeepSeek · MIT
|
4.43%±0.92% | 11.13%±1.88% | 6.03%±3.27% | 1.09%±1.94% | 5.68%±0.70% | 0.39%±0.04% | 37.3K |
| 14 | 14 8 - 24 |
Gemini 3.8 Flash (High)
Google · Proprietary
|
4.01%±1.96% | 8.84%±4.55% | 13.46%±6.24% | 3.34%±5.18% | 0.79%±1.14% | 0.31%±0.09% | 10.1K |
| 15 | 15 9 - 21 |
Grok 4.5
SpaceXAI · Proprietary
|
3.93%±1.14% | 5.05%±2.56% | 2.52%±3.91% | 5.31%±2.27% | 6.40%±1.41% | 0.39%±0.04% | 36.0K |
| 16 | 16 9 - 21 |
Qwen3.8 Max
阿里巴巴 · Proprietary
|
3.90%±1.04% | 9.65%±2.27% | 4.32%±3.58% | 2.76%±2.14% | 3.69%±1.02% | 0.91%±0.25% | 22.3K |
| 17 | 17 10 - 24 |
Grok 4.6 (xHigh)
SpaceXAI · Proprietary
|
3.24%±1.17% | 4.92%±2.67% | 2.98%±3.91% | 2.44%±2.41% | 5.49%±1.02% | 0.39%±0.04% | 19.9K |
| 18 | 18 13 - 24 |
GPT 5.5
OpenAI · Proprietary
|
2.95%±0.92% | 0.96%±2.12% | 4.66%±3.09% | 3.99%±1.67% | 6.68%±1.17% | 0.39%±0.04% | 80.0K |
| 19 | 19 14 - 24 |
GLM 5.3 (Max)
智谱 ZAI · MIT
|
2.56%±0.68% | 11.04%±1.46% | 5.36%±2.28% | 1.04%±1.32% | 2.94%±0.70% | 0.39%±0.04% | 60.9K |
| 20 | 20 14 - 25 |
Deepseek V4 Flash (High) (20260731)
DeepSeek · MIT
|
2.22%±0.79% | 6.74%±1.73% | 4.64%±2.73% | 1.43%±1.62% | 0.78%±0.64% | 0.36%±0.05% | 61.2K |
| 21 | 21 14 - 25 |
GLM 5.3 Flash
智谱 ZAI · MIT
|
2.00%±0.92% | 12.59%±1.96% | 3.18%±3.05% | 1.13%±1.89% | 5.05%±0.89% | 0.39%±0.04% | 23.8K |
| 22 | 22 16 - 27 |
GPT 5.4 (High)
OpenAI · Proprietary
|
1.57%±0.91% | 0.58%±2.18% | 0.22%±3.08% | 3.01%±1.80% | 5.25%±0.91% | 0.39%±0.04% | 79.1K |
| 23 | 23 16 - 27 |
GPT 5.6 Terra (xHigh)
OpenAI · Proprietary
|
1.47%±1.19% | 4.46%±2.95% | 0.23%±3.98% | 6.70%±2.37% | 4.51%±1.25% | 0.39%±0.04% | 18.7K |
| 24 | 24 16 - 28 |
GPT 5.6 Luna (xHigh)
OpenAI · Proprietary
|
1.11%±1.08% | 0.11%±2.51% | 0.13%±3.54% | 0.88%±2.22% | 4.06%±1.09% | 0.39%±0.04% | 21.1K |
| 25 | 25 20 - 28 |
Qwen3.8 Flash Next
阿里巴巴 · Qwen-community-1.0
|
0.81%±1.04% | 11.62%±2.16% | 1.15%±3.58% | 4.15%±2.36% | 1.48%±0.61% | 0.80%±0.14% | 26.7K |
| 26 | 26 22 - 29 |
Qwen 3.8 27B
阿里巴巴 · Apache 2.0
|
0.14%±0.92% | 7.41%±2.07% | 0.91%±3.13% | 1.61%±1.87% | 5.71%±0.84% | 0.29%±0.16% | 26.3K |
| 27 | 27 22 - 29 |
DeepSeek V4 Pro
DeepSeek · MIT
|
0.42%±1.14% | 0.71%±2.92% | 3.81%±3.83% | 0.92%±2.12% | 3.54%±0.89% | 0.22%±0.14% | 32.8K |
| 28 | 28 24 - 31 |
Claude Sonnet 4.6
Anthropic · Proprietary
|
1.05%±1.31% | 7.55%±3.32% | 1.69%±4.05% | 2.49%±2.55% | 6.16%±1.76% | 0.31%±0.12% | 39.4K |
| 29 | 29 26 - 31 |
Muse Spark 1.2 (xHigh)
Meta · Proprietary
|
1.56%±1.23% | 3.02%±2.99% | 8.20%±4.01% | 8.30%±2.59% | 5.31%±1.54% | 0.39%±0.04% | 23.2K |
| 30 | 30 28 - 32 |
Muse Spark 1.1
Meta · Proprietary
|
2.65%±0.64% | 3.88%±1.56% | 10.17%±1.87% | 6.49%±1.32% | 0.85%±1.16% | 0.38%±0.04% | 93.8K |
| 31 | 31 28 - 33 |
Qwen3.7 Max
阿里巴巴 · Proprietary
|
3.09%±0.98% | 3.43%±2.44% | 7.87%±2.84% | 3.54%±1.77% | 0.48%±1.93% | 0.15%±0.20% | 37.0K |
| 32 | 32 30 - 38 |
Hy3
腾讯 · Apache 2.0
|
4.22%±1.31% | 6.54%±3.02% | 5.95%±4.06% | 1.69%±2.66% | 3.99%±2.35% | 2.91%±1.28% | 25.8K |
| 33 | 33 32 - 38 |
Mimo V2.5 Pro
小米 · MIT
|
5.08%±0.99% | 7.14%±2.55% | 9.35%±2.94% | 3.64%±1.91% | 4.54%±1.75% | 0.72%±0.30% | 38.4K |
| 34 | 34 31 - 38 |
Qwen3.7 Plus
阿里巴巴 · Proprietary
|
5.20%±1.29% | 7.43%±3.34% | 12.40%±3.65% | 3.81%±2.63% | 1.57%±2.23% | 0.81%±0.39% | 20.4K |
| 35 | 35 32 - 38 |
Minimax M3
MiniMax · MiniMax Community License
|
5.26%±0.95% | 9.85%±2.59% | 11.42%±2.85% | 6.98%±1.90% | 1.93%±0.98% | 0.03%±0.13% | 37.5K |
| 36 | 36 32 - 38 |
Gemini 3.6 Flash (High)
Google · Proprietary
|
5.30%±1.13% | 4.29%±2.90% | 7.59%±3.41% | 4.53%±2.29% | 10.43%±1.62% | 0.33%±0.09% | 19.1K |
| 37 | 37 32 - 38 |
Gemini 3.1 Pro Preview
Google · Proprietary
|
5.34%±0.96% | 4.51%±2.32% | 0.72%±2.84% | 2.94%±1.68% | 18.63%±1.81% | 0.08%±0.28% | 85.2K |
| 38 | 38 32 - 41 |
Inkling Small
Thinky · Apache 2.0
|
6.89%±1.64% | 19.61%±4.69% | 16.64%±4.81% | 6.21%±3.86% | 8.39%±1.15% | 0.41%±0.40% | 12.0K |
| 39 | 39 38 - 41 |
Inkling
Thinky · Apache 2.0
|
8.87%±1.08% | 17.63%±3.21% | 21.52%±2.85% | 8.82%±2.48% | 3.59%±1.31% | 0.01%±0.16% | 41.5K |
| 40 | 40 38 - 41 |
Mistral Medium 3.5
Mistral · Modified MIT
|
9.35%±1.51% | 16.67%±3.86% | 13.60%±4.21% | 3.20%±3.34% | 10.73%±2.30% | 2.53%±0.96% | 9.4K |
| 41 | 41 38 - 43 |
Solar Pro 4
Upstage · Proprietary
|
11.29%±3.75% | 9.99%±7.81% | 14.57%±9.94% | 2.12%±7.53% | 28.58%±10.00% | 1.20%±1.63% | 5.8K |
| 42 | 42 41 - 43 |
Minimax M2.7
MiniMax · Modified MIT
|
13.01%±1.23% | 16.49%±3.08% | 19.62%±3.15% | 5.97%±2.59% | 23.21%±2.77% | 0.21%±0.15% | 37.5K |
| 43 | 43 41 - 43 |
Gemini 3.5 Flash Lite
Google · Proprietary
|
13.43%±1.44% | 18.01%±3.80% | 16.42%±3.59% | 10.83%±2.92% | 20.62%±3.12% | 1.29%±0.70% | 23.2K |
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OpenAI
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腾讯
智谱 ZAI
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阿里巴巴
Meta
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