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 - 6
Claude Opus 5 (High)
Anthropic · Proprietary
12.47%±1.54% 15.41%±3.16% 20.52%±5.59% 11.15%±2.98% 14.23%±0.81% 1.04%±0.17% 19.8K
🥈 2
1 - 6
Claude Opus 5 (Max)
Anthropic · Proprietary
12.00%±1.80% 18.52%±3.24% 19.13%±6.56% 6.65%±3.66% 14.61%±0.90% 1.10%±0.17% 15.6K
🥉 3
1 - 6
Claude Fable 5 (High)
Anthropic · Proprietary
11.57%±1.70% 12.44%±3.24% 21.37%±5.95% 8.99%±3.55% 13.90%±2.45% 1.13%±0.16% 31.7K
5 5
1 - 11
GPT 5.6 Sol (xHigh)
OpenAI · Proprietary
9.74%±1.39% 10.00%±2.87% 22.20%±5.11% 5.77%±2.88% 9.60%±1.03% 1.14%±0.16% 26.3K
6 6
1 - 11
Claude Opus 4.8 (High)
Anthropic · Proprietary
9.55%±1.51% 8.26%±2.70% 21.65%±4.97% 9.01%±2.86% 9.22%±2.46% 0.40%±1.58% 35.2K
7 7
5 - 12
GPT 5.5 (xHigh)
OpenAI · Proprietary
8.51%±0.93% 4.42%±1.96% 13.46%±3.23% 8.86%±1.76% 14.67%±1.20% 1.13%±0.16% 47.8K
8 8
5 - 16
Claude Opus 4.7 (High)
Anthropic · Proprietary
8.12%±1.24% 5.62%±2.53% 12.36%±4.17% 8.44%±2.47% 13.16%±1.76% 1.02%±0.19% 36.2K
9 9
5 - 16
GPT 5.5 (High)
OpenAI · Proprietary
7.74%±0.84% 4.09%±1.74% 11.26%±2.94% 9.12%±1.56% 13.09%±0.93% 1.14%±0.16% 73.1K
10 10
5 - 17
Claude Opus 4.7
Anthropic · Proprietary
7.40%±1.25% 4.99%±2.59% 11.51%±4.09% 9.32%±2.45% 10.10%±1.98% 1.08%±0.17% 36.7K
11 11
5 - 21
Claude Sonnet 5 (High)
Anthropic · Proprietary
6.62%±2.19% 1.51%±4.60% 14.80%±7.61% 4.63%±4.65% 11.14%±1.73% 1.00%±0.17% 25.8K
12 12
7 - 19
Claude Opus 4.6
Anthropic · Proprietary
6.60%±1.20% 4.85%±2.53% 8.49%±3.90% 7.47%±2.33% 11.03%±1.80% 1.14%±0.16% 35.9K
13 13
8 - 19
GPT 5.5
OpenAI · Proprietary
6.38%±0.80% 3.34%±1.69% 7.80%±2.72% 7.93%±1.51% 11.70%±0.93% 1.14%±0.16% 74.2K
15 15
8 - 19
Qwen3.8 Max
阿里巴巴 · Proprietary
6.20%±1.36% 11.62%±3.03% 6.81%±4.79% 4.00%±2.67% 8.39%±1.13% 0.18%±0.33% 11.8K
16 16
8 - 19
Grok 4.5
SpaceXAI · Proprietary
6.17%±1.16% 5.47%±2.57% 5.62%±4.11% 7.17%±2.19% 11.45%±1.14% 1.14%±0.16% 30.9K
18 18
11 - 23
GPT 5.4 (High)
OpenAI · Proprietary
4.98%±0.80% 4.62%±1.76% 3.08%±2.67% 6.55%±1.58% 9.52%±1.06% 1.14%±0.16% 73.5K
19 19
11 - 25
GPT 5.6 Luna (xHigh)
OpenAI · Proprietary
4.04%±1.87% 1.88%±4.26% 7.78%±6.41% 1.72%±3.79% 11.43%±1.47% 1.14%±0.16% 8.8K
21 21
18 - 25
Gemini 3.7 Flash (High)
Google · Proprietary
3.32%±1.02% 9.96%±2.43% 0.04%±3.35% 2.65%±2.05% 2.93%±1.14% 1.10%±0.17% 18.1K
22 22
18 - 25
GPT 5.6 Terra (xHigh)
OpenAI · Proprietary
3.19%±1.19% 1.83%±2.92% 1.77%±3.95% 5.02%±2.39% 9.87%±1.23% 1.14%±0.16% 14.6K
23 23
19 - 25
Claude Sonnet 4.6
Anthropic · Proprietary
2.88%±1.19% 0.65%±2.67% 0.99%±3.58% 1.81%±2.30% 11.21%±2.26% 1.04%±0.20% 36.8K
24 24
17 - 29
Claude Opus 4.8
Anthropic · Proprietary
2.51%±2.25% 7.78%±2.77% 13.68%±4.78% 8.05%±2.79% 10.37%±1.94% 27.34%±8.77% 33.2K
25 25
20 - 29
Muse Spark 1.2 (xHigh)
Meta · Proprietary
2.06%±1.14% 6.02%±2.87% 5.72%±3.62% 2.51%±2.23% 11.40%±1.27% 1.13%±0.16% 17.0K
26 26
24 - 29
Muse Spark 1.1
Meta · Proprietary
0.93%±0.61% 6.58%±1.43% 5.57%±1.82% 3.39%±1.16% 5.92%±1.12% 1.11%±0.16% 76.2K
30 30
26 - 34
Gemini 3.5 Flash (High)
Google · Proprietary
0.68%±0.61% 0.11%±1.41% 0.64%±1.88% 0.50%±1.12% 2.48%±1.11% 0.12%±0.20% 94.1K
31 31
26 - 35
Qwen3.7 Max
阿里巴巴 · Proprietary
0.75%±0.85% 2.66%±2.19% 6.19%±2.55% 0.35%±1.51% 4.83%±1.54% 0.60%±0.23% 31.9K
32 32
26 - 35
Gemini 3.1 Pro Preview
Google · Proprietary
0.88%±0.68% 0.81%±1.52% 2.91%±2.08% 3.18%±1.20% 12.20%±1.34% 0.90%±0.26% 81.6K
36 36
28 - 38
Qwen3.7 Plus
阿里巴巴 · Proprietary
2.51%±1.28% 2.95%±3.34% 10.27%±3.81% 5.56%±2.66% 6.13%±1.71% 0.13%±0.36% 17.1K
37 37
32 - 38
Gemini 3.6 Flash (High)
Google · Proprietary
3.04%±1.23% 3.45%±3.09% 5.12%±3.81% 3.44%±2.34% 4.31%±1.67% 1.11%±0.17% 13.6K
39 39
32 - 39
Gemini 3.5 Flash (Medium)
Google · Proprietary
3.86%±1.40% 8.70%±3.48% 6.43%±4.03% 3.23%±2.69% 1.48%±2.47% 0.54%±0.55% 13.4K
43 43
40 - 46
Grok 4.3 (High)
SpaceXAI · Proprietary
9.02%±0.84% 10.45%±1.76% 13.93%±1.84% 7.35%±1.28% 14.27%±2.87% 0.90%±0.17% 62.4K
44 44
40 - 46
Gemini 3 Flash
Google · Proprietary
9.13%±0.82% 7.66%±1.53% 10.75%±1.75% 3.77%±1.20% 22.93%±2.43% 0.55%±1.66% 83.0K
45 45
41 - 46
Grok Build 0.1
SpaceXAI · Proprietary
9.48%±0.90% 5.58%±1.77% 10.92%±2.20% 9.21%±1.60% 22.37%±2.78% 0.69%±0.17% 74.0K
46 46
40 - 48
Solar Pro 4
Upstage · Proprietary
10.82%±2.39% 7.14%±5.80% 17.18%±6.53% 16.03%±4.85% 12.78%±4.40% 0.97%±2.93% 5.2K
47 47
42 - 47
Gemini 3.5 Flash Lite
Google · Proprietary
10.82%±1.23% 12.76%±2.99% 14.11%±3.08% 11.20%±2.34% 15.86%±2.90% 0.17%±0.43% 20.5K
50 50
48 - 50
Grok 4.3
SpaceXAI · Proprietary
16.45%±1.22% 11.33%±1.60% 15.99%±1.70% 5.70%±1.19% 50.25%±5.43% 1.00%±0.17% 82.4K
🔍

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