Anthropic
OpenAI
SpaceXAI
阿里巴巴
Google
Meta| 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 - 3 |
Claude Fable 5.1 (Max)
Anthropic · Proprietary
|
15.87%±2.84% | 22.45%±3.71% | 42.45%±10.94% | 0.58%±6.77% | 13.11%±1.33% | 0.78%±0.13% | 6.8K |
| 🥈 | 2 1 - 4 |
Claude Opus 5 (High)
Anthropic · Proprietary
|
12.68%±1.73% | 13.30%±3.69% | 18.27%±6.49% | 16.09%±3.24% | 15.03%±0.84% | 0.73%±0.13% | 22.6K |
| 🥉 | 3 1 - 6 |
Claude Opus 5 (Max)
Anthropic · Proprietary
|
11.67%±1.96% | 14.89%±3.95% | 17.30%±7.10% | 9.70%±3.85% | 15.69%±0.82% | 0.76%±0.13% | 18.1K |
| 4 | 4 2 - 7 |
Claude Fable 5 (High)
Anthropic · Proprietary
|
10.23%±1.46% | 7.37%±3.17% | 19.36%±5.29% | 11.89%±2.68% | 11.73%±1.72% | 0.78%±0.13% | 36.2K |
| 5 | 5 3 - 10 |
GPT 5.6 Sol (xHigh)
OpenAI · Proprietary
|
9.31%±1.49% | 6.68%±3.13% | 22.07%±5.50% | 8.88%±2.84% | 8.14%±0.96% | 0.78%±0.13% | 29.7K |
| 6 | 6 3 - 10 |
Claude Opus 4.8 (High)
Anthropic · Proprietary
|
9.17%±1.48% | 5.27%±3.07% | 18.04%±5.19% | 12.59%±2.73% | 10.17%±1.68% | 0.24%±0.81% | 38.1K |
| 7 | 8 4 - 20 |
Claude Sonnet 5 (High)
Anthropic · Proprietary
|
7.41%±1.95% | 2.80%±4.13% | 11.19%±6.78% | 11.52%±4.13% | 10.91%±1.35% | 0.63%±0.15% | 28.7K |
| 8 | 9 5 - 19 |
GPT 5.5 (xHigh)
OpenAI · Proprietary
|
7.21%±1.08% | 2.07%±2.42% | 11.41%±3.77% | 8.54%±2.01% | 13.25%±1.29% | 0.78%±0.13% | 51.3K |
| 9 | 11 7 - 23 |
Claude Opus 4.7 (High)
Anthropic · Proprietary
|
6.03%±1.49% | 3.51%±3.15% | 9.92%±4.88% | 5.69%±2.69% | 10.31%±2.77% | 0.70%±0.14% | 36.6K |
| 10 | 13 8 - 23 |
Grok 4.5
SpaceXAI · Proprietary
|
5.73%±1.15% | 6.30%±2.55% | 5.07%±4.02% | 6.84%±2.28% | 9.65%±1.19% | 0.78%±0.13% | 35.2K |
| 11 | 14 8 - 25 |
Claude Opus 4.7
Anthropic · Proprietary
|
5.66%±1.51% | 2.64%±3.30% | 10.01%±4.88% | 7.27%±2.70% | 7.64%±2.85% | 0.72%±0.13% | 37.1K |
| 12 | 15 8 - 24 |
GPT 5.5 (High)
OpenAI · Proprietary
|
5.55%±1.05% | 1.20%±2.23% | 10.27%±3.60% | 5.08%±1.85% | 10.44%±1.71% | 0.78%±0.13% | 73.9K |
| 13 | 16 8 - 24 |
Qwen3.8 Max
阿里巴巴 · Proprietary
|
5.51%±1.09% | 10.37%±2.35% | 6.58%±3.80% | 4.15%±2.19% | 6.72%±1.02% | 0.28%±0.25% | 20.7K |
| 14 | 17 7 - 28 |
Gemini 3.8 Flash (High)
Google · Proprietary
|
5.47%±1.92% | 10.42%±4.42% | 14.25%±6.25% | 1.73%±4.90% | 3.72%±1.14% | 0.70%±0.15% | 10.1K |
| 15 | 19 8 - 28 |
Grok 4.6 (xHigh)
SpaceXAI · Proprietary
|
4.98%±1.20% | 7.83%±2.76% | 3.77%±4.11% | 3.86%±2.51% | 8.65%±1.00% | 0.78%±0.13% | 18.1K |
| 16 | 20 9 - 29 |
Claude Opus 4.6
Anthropic · Proprietary
|
4.65%±1.41% | 2.50%±3.17% | 6.76%±4.73% | 4.58%±2.56% | 8.61%±1.86% | 0.78%±0.13% | 36.4K |
| 17 | 21 11 - 28 |
GPT 5.5
OpenAI · Proprietary
|
4.39%±0.90% | 0.95%±2.06% | 5.49%±3.05% | 5.11%±1.63% | 9.61%±1.17% | 0.78%±0.13% | 79.2K |
| 18 | 25 17 - 32 |
GPT 5.6 Terra (xHigh)
OpenAI · Proprietary
|
3.04%±1.20% | 2.84%±2.98% | 1.41%±4.02% | 8.54%±2.36% | 7.33%±1.36% | 0.78%±0.13% | 18.0K |
| 19 | 26 18 - 31 |
GPT 5.4 (High)
OpenAI · Proprietary
|
2.99%±0.90% | 1.14%±2.14% | 0.71%±3.06% | 4.16%±1.79% | 8.19%±0.89% | 0.78%±0.13% | 78.4K |
| 20 | 28 22 - 36 |
GPT 5.6 Luna (xHigh)
OpenAI · Proprietary
|
2.09%±1.12% | 0.83%±2.63% | 0.22%±3.63% | 1.83%±2.32% | 7.23%±1.13% | 0.78%±0.13% | 19.4K |
| 21 | 29 12 - 38 |
Claude Opus 4.8
Anthropic · Proprietary
|
1.85%±2.81% | 5.93%±3.43% | 11.17%±5.62% | 9.36%±3.08% | 10.01%±1.88% | 27.22%±11.50% | 33.7K |
| 22 | 33 27 - 37 |
Claude Sonnet 4.6
Anthropic · Proprietary
|
0.50%±1.28% | 5.90%±3.22% | 0.50%±3.99% | 0.99%±2.50% | 9.16%±1.77% | 0.71%±0.16% | 39.4K |
| 23 | 34 27 - 37 |
Muse Spark 1.2 (xHigh)
Meta · Proprietary
|
0.46%±1.18% | 6.60%±2.81% | 6.33%±3.75% | 6.19%±2.50% | 7.46%±1.56% | 0.77%±0.13% | 20.8K |
| 24 | 35 28 - 36 |
Gemini 3.7 Flash (High)
Google · Proprietary
|
0.43%±0.92% | 9.54%±2.17% | 1.72%±2.99% | 5.98%±1.93% | 0.39%±1.13% | 0.71%±0.14% | 24.4K |
| 25 | 37 34 - 40 |
Muse Spark 1.1
Meta · Proprietary
|
1.43%±0.63% | 5.01%±1.54% | 9.48%±1.85% | 5.79%±1.30% | 2.34%±1.15% | 0.77%±0.13% | 91.3K |
| 26 | 38 32 - 41 |
Qwen3.7 Max
阿里巴巴 · Proprietary
|
1.62%±0.94% | 1.90%±2.40% | 6.49%±2.86% | 2.62%±1.75% | 2.69%±1.65% | 0.21%±0.24% | 36.3K |
| 27 | 41 38 - 48 |
Gemini 3.5 Flash (High)
Google · Proprietary
|
3.48%±0.86% | 1.62%±1.99% | 1.38%±2.64% | 7.80%±1.55% | 6.48%±1.79% | 0.11%±0.18% | 94.4K |
| 28 | 42 37 - 48 |
Gemini 3.6 Flash (High)
Google · Proprietary
|
3.58%±1.15% | 2.49%±2.91% | 6.17%±3.50% | 3.34%±2.34% | 6.60%±1.57% | 0.69%±0.18% | 18.3K |
| 29 | 43 38 - 48 |
Gemini 3.1 Pro Preview
Google · Proprietary
|
3.73%±0.94% | 2.55%±2.21% | 1.11%±2.79% | 2.05%±1.61% | 15.70%±1.80% | 0.53%±0.27% | 84.5K |
| 30 | 46 38 - 48 |
Qwen3.7 Plus
阿里巴巴 · Proprietary
|
3.87%±1.27% | 5.44%±3.33% | 12.53%±3.61% | 3.07%±2.70% | 2.08%±2.07% | 0.38%±0.44% | 19.8K |
| 31 | 47 39 - 49 |
Gemini 3.5 Flash (Medium)
Google · Proprietary
|
4.71%±1.52% | 8.64%±3.72% | 5.57%±4.35% | 3.37%±2.90% | 6.16%±2.69% | 0.19%±0.61% | 13.8K |
| 32 | 51 48 - 57 |
Solar Pro 4
Upstage · Proprietary
|
9.87%±3.56% | 8.60%±7.42% | 13.71%±9.54% | 1.32%±7.15% | 24.95%±9.44% | 0.79%±1.64% | 5.8K |
| 33 | 52 51 - 57 |
Grok 4.3 (High)
SpaceXAI · Proprietary
|
11.57%±1.17% | 13.27%±2.36% | 13.46%±2.61% | 12.01%±1.72% | 19.71%±4.12% | 0.60%±0.13% | 62.8K |
| 34 | 53 51 - 57 |
Gemini 3.5 Flash Lite
Google · Proprietary
|
11.64%±1.39% | 16.44%±3.68% | 15.43%±3.52% | 9.15%±2.87% | 16.30%±2.90% | 0.87%±0.71% | 23.2K |
| 35 | 55 51 - 57 |
Gemini 3 Flash
Google · Proprietary
|
12.11%±1.14% | 8.67%±2.04% | 10.55%±2.36% | 10.50%±1.59% | 29.59%±3.54% | 1.24%±2.36% | 83.4K |
| 36 | 56 51 - 57 |
Grok Build 0.1
SpaceXAI · Proprietary
|
12.95%±1.35% | 7.43%±2.43% | 11.80%±2.93% | 6.74%±2.31% | 39.22%±4.80% | 0.46%±0.13% | 74.5K |
| 37 | 58 58 - 59 |
Grok 4.3
SpaceXAI · Proprietary
|
20.26%±1.89% | 13.13%±2.13% | 15.39%±2.38% | 11.11%±1.58% | 62.36%±8.66% | 0.67%±0.13% | 82.7K |
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