Anthropic
OpenAI
阿里巴巴
SpaceXAI
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 - 5 |
Claude Opus 5 (High)
Anthropic · Proprietary
|
12.99%±1.71% | 15.45%±3.56% | 19.69%±6.32% | 14.42%±3.25% | 14.45%±0.90% | 0.94%±0.16% | 20.5K |
| 🥈 | 2 1 - 5 |
Claude Opus 5 (Max)
Anthropic · Proprietary
|
12.73%±1.96% | 17.55%±3.79% | 19.14%±7.22% | 10.72%±3.93% | 15.25%±0.89% | 0.99%±0.16% | 16.2K |
| 🥉 | 3 1 - 5 |
Claude Fable 5 (High)
Anthropic · Proprietary
|
11.70%±1.62% | 10.44%±3.23% | 20.65%±5.77% | 14.39%±2.99% | 11.99%±2.64% | 1.02%±0.16% | 33.8K |
| 4 | 4 1 - 8 |
GPT 5.6 Sol (xHigh)
OpenAI · Proprietary
|
10.24%±1.48% | 9.83%±3.07% | 21.35%±5.47% | 9.69%±2.92% | 9.28%±1.09% | 1.02%±0.16% | 27.5K |
| 5 | 5 1 - 8 |
Claude Opus 4.8 (High)
Anthropic · Proprietary
|
9.90%±1.56% | 6.61%±2.94% | 22.60%±5.34% | 10.89%±2.94% | 9.53%±2.37% | 0.14%±1.18% | 35.9K |
| 7 | 7 4 - 15 |
GPT 5.5 (xHigh)
OpenAI · Proprietary
|
7.92%±0.99% | 2.90%±2.18% | 12.16%±3.43% | 9.01%±1.94% | 14.49%±1.17% | 1.02%±0.16% | 49.1K |
| 8 | 8 4 - 18 |
Claude Sonnet 5 (High)
Anthropic · Proprietary
|
7.65%±2.25% | 1.14%±4.72% | 11.65%±7.52% | 13.55%±4.86% | 11.04%±1.91% | 0.90%±0.17% | 26.5K |
| 9 | 9 7 - 18 |
Claude Opus 4.7 (High)
Anthropic · Proprietary
|
7.03%±1.30% | 4.38%±2.75% | 10.67%±4.33% | 7.06%±2.50% | 12.12%±2.04% | 0.92%±0.18% | 36.6K |
| 10 | 10 7 - 18 |
Claude Opus 4.7
Anthropic · Proprietary
|
6.86%±1.32% | 4.36%±2.82% | 10.84%±4.32% | 8.59%±2.51% | 9.55%±2.18% | 0.97%±0.16% | 37.1K |
| 11 | 11 7 - 18 |
Qwen3.8 Max
阿里巴巴 · Proprietary
|
6.66%±1.18% | 12.73%±2.49% | 8.05%±4.20% | 4.71%±2.40% | 7.77%±1.00% | 0.07%±0.28% | 16.5K |
| 13 | 13 7 - 18 |
GPT 5.5 (High)
OpenAI · Proprietary
|
6.57%±0.93% | 2.20%±1.97% | 10.80%±3.19% | 6.64%±1.73% | 12.20%±1.33% | 1.02%±0.16% | 73.9K |
| 14 | 14 7 - 18 |
Grok 4.5
SpaceXAI · Proprietary
|
6.48%±1.18% | 4.99%±2.59% | 6.95%±4.18% | 8.68%±2.22% | 10.75%±1.26% | 1.02%±0.16% | 32.9K |
| 15 | 15 7 - 22 |
Grok 4.6 (xHigh)
SpaceXAI · Proprietary
|
6.11%±1.45% | 13.17%±3.26% | 2.59%±5.00% | 4.92%±3.09% | 8.85%±1.13% | 1.02%±0.16% | 12.5K |
| 17 | 17 8 - 21 |
GPT 5.5
OpenAI · Proprietary
|
5.66%±0.83% | 2.84%±1.82% | 7.96%±2.91% | 5.04%±1.56% | 11.42%±0.93% | 1.02%±0.16% | 76.5K |
| 18 | 18 8 - 22 |
Claude Opus 4.6
Anthropic · Proprietary
|
5.54%±1.26% | 3.44%±2.75% | 7.51%±4.14% | 5.83%±2.41% | 9.93%±1.83% | 1.02%±0.16% | 36.4K |
| 19 | 19 16 - 25 |
GPT 5.4 (High)
OpenAI · Proprietary
|
4.10%±0.84% | 3.82%±1.90% | 2.09%±2.80% | 4.73%±1.67% | 8.86%±1.01% | 1.02%±0.16% | 75.8K |
| 21 | 21 17 - 30 |
GPT 5.6 Luna (xHigh)
OpenAI · Proprietary
|
3.41%±1.38% | 0.04%±3.16% | 3.60%±4.54% | 3.51%±2.94% | 8.90%±1.18% | 1.02%±0.16% | 13.9K |
| 23 | 23 19 - 30 |
GPT 5.6 Terra (xHigh)
OpenAI · Proprietary
|
3.00%±1.19% | 3.80%±3.01% | 0.14%±3.82% | 8.94%±2.46% | 9.00%±1.35% | 1.02%±0.16% | 15.8K |
| 24 | 24 16 - 33 |
Claude Opus 4.8
Anthropic · Proprietary
|
2.52%±2.45% | 7.09%±2.98% | 11.73%±4.93% | 10.35%±2.85% | 10.97%±1.81% | 27.55%±9.91% | 33.7K |
| 25 | 25 20 - 31 |
Claude Sonnet 4.6
Anthropic · Proprietary
|
1.75%±1.26% | 2.11%±2.94% | 0.02%±3.76% | 0.97%±2.53% | 10.92%±2.05% | 0.92%±0.20% | 37.4K |
| 28 | 28 22 - 31 |
Gemini 3.7 Flash (High)
Google · Proprietary
|
1.33%±0.87% | 9.82%±2.06% | 1.75%±2.81% | 4.42%±1.86% | 2.08%±0.99% | 0.95%±0.17% | 24.4K |
| 29 | 29 21 - 32 |
Muse Spark 1.2 (xHigh)
Meta · Proprietary
|
1.32%±1.11% | 6.70%±2.74% | 6.39%±3.35% | 4.81%±2.39% | 10.09%±1.33% | 1.01%±0.16% | 18.4K |
| 31 | 31 26 - 35 |
Muse Spark 1.1
Meta · Proprietary
|
0.19%±0.62% | 5.99%±1.45% | 7.08%±1.82% | 5.83%±1.30% | 4.96%±1.10% | 1.00%±0.16% | 83.3K |
| 34 | 34 29 - 40 |
Qwen3.7 Max
阿里巴巴 · Proprietary
|
1.04%±0.91% | 2.32%±2.25% | 5.29%±2.73% | 2.50%±1.65% | 4.42%±1.67% | 0.50%±0.24% | 34.0K |
| 36 | 36 31 - 42 |
Qwen3.7 Plus
阿里巴巴 · Proprietary
|
2.26%±1.34% | 3.58%±3.39% | 9.90%±3.91% | 2.94%±2.91% | 5.20%±2.01% | 0.08%±0.41% | 17.8K |
| 37 | 37 33 - 42 |
Gemini 3.5 Flash (High)
Google · Proprietary
|
2.44%±0.72% | 0.55%±1.64% | 1.08%±2.14% | 6.79%±1.39% | 3.86%±1.39% | 0.07%±0.20% | 94.4K |
| 38 | 38 34 - 42 |
Gemini 3.1 Pro Preview
Google · Proprietary
|
2.62%±0.78% | 0.18%±1.75% | 2.73%±2.32% | 3.04%±1.41% | 13.38%±1.52% | 0.77%±0.28% | 82.3K |
| 41 | 41 35 - 44 |
Gemini 3.6 Flash (High)
Google · Proprietary
|
3.33%±1.18% | 2.67%±2.98% | 5.69%±3.65% | 4.36%±2.39% | 4.92%±1.60% | 0.98%±0.16% | 15.7K |
| 42 | 42 35 - 44 |
Gemini 3.5 Flash (Medium)
Google · Proprietary
|
3.67%±1.42% | 8.88%±3.51% | 5.99%±4.06% | 1.30%±2.85% | 2.66%±2.43% | 0.46%±0.53% | 13.8K |
| 46 | 46 43 - 52 |
Solar Pro 4
Upstage · Proprietary
|
9.38%±3.04% | 7.68%±6.45% | 13.96%±8.08% | 4.15%±6.54% | 20.46%±7.63% | 0.68%±1.91% | 5.8K |
| 47 | 47 46 - 52 |
Grok Build 0.1
SpaceXAI · Proprietary
|
10.09%±1.06% | 6.52%±2.03% | 11.47%±2.42% | 5.47%±2.07% | 27.61%±3.39% | 0.63%±0.16% | 74.5K |
| 48 | 48 46 - 52 |
Grok 4.3 (High)
SpaceXAI · Proprietary
|
10.16%±0.97% | 11.70%±1.99% | 13.42%±2.13% | 10.77%±1.56% | 15.73%±3.31% | 0.81%±0.17% | 62.8K |
| 50 | 50 46 - 52 |
Gemini 3 Flash
Google · Proprietary
|
10.65%±0.93% | 8.20%±1.72% | 10.38%±1.97% | 9.25%±1.45% | 24.50%±2.70% | 0.93%±1.99% | 83.4K |
| 51 | 51 46 - 52 |
Gemini 3.5 Flash Lite
Google · Proprietary
|
10.89%±1.37% | 13.52%±3.32% | 14.56%±3.36% | 9.58%±2.95% | 16.21%±3.11% | 0.61%±0.93% | 21.3K |
| 53 | 53 53 - 54 |
Grok 4.3
SpaceXAI · Proprietary
|
17.94%±1.44% | 12.08%±1.81% | 15.37%±1.97% | 10.04%±1.44% | 53.08%±6.41% | 0.90%±0.16% | 82.7K |
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