| 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 | 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 |
| 9 | 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 |
| 10 | 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 |
| 11 | 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 |
| 12 | 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 |
| 13 | 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 |
| 14 | 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 |
| 15 | 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 |
| 16 | 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 |
| 17 | 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 |
| 18 | 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 |
| 19 | 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 |
| 20 | 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 |
| 21 | 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 |
| 22 | 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 |
| 23 | 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 |
| 24 | 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 |
| 25 | 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 |
| 26 | 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 |
没有找到匹配的模型,换个关键词试试?No matching models found. Try a different keyword?
Anthropic
OpenAI
Meta
阿里巴巴
Google
SpaceXAI