Combined Ranking
See which AI models perform best on Combined, which ones stay reliable, and where the biggest gaps appear. Sort by: Metric ↑.
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| Rank | Model | Company | Combined Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #171 | Gemini 3.1 Flash Lite Preview high | 5.0 | 5.3 | $2.310 | 1/1 | 280.5s | |
| #184 | Qwen3.6 Plus Preview medium | Qwen | 5.0 | 4.9 | $0.000 | 1/1 | 35.0s |
| #194 | Grok 4.1 Fast medium | X AI | 5.0 | 4.7 | $0.069 | 1/1 | 37.6s |
| #148 | Qwen3.5-122B-A10B none | Qwen | 5.2 | 5.7 | $0.247 | 0/2 | 129.3s |
| #30 | Muse Spark 1.1 high | Meta | 5.9 | 8.1 | $1.694 | 0/2 | 70.3s |
| #55 | Nemotron 3 Ultra medium | NVIDIA | 6.3 | 7.5 | $0.774 | 1/2 | 218.2s |
| #95 | Gemini 3.5 Flash-Lite low | 6.3 | 6.7 | $0.145 | 1/2 | 8.96s | |
| #100 | Gemma 4 26B A4B medium | 6.3 | 6.6 | $0.089 | 1/2 | 492.9s | |
| #108 | Laguna XS 2.1 medium | Poolside | 6.3 | 6.5 | $0.068 | 1/2 | 218.1s |
| #39 | Seed-2.0-Lite medium | Bytedance Seed | 6.4 | 7.9 | $0.234 | 1/2 | 58.5s |
| #49 | DeepSeek V4 Flash high | DeepSeek | 6.4 | 7.7 | $0.042 | 1/2 | 104.1s |
| #66 | KAT-Coder-Pro V2.5 low | Kwaipilot | 6.4 | 7.4 | $0.387 | 1/2 | 111.9s |
| #76 | Qwen3.5-122B-A10B medium | Qwen | 6.4 | 7.1 | $1.046 | 1/2 | 313.5s |
| #85 | KAT-Coder-Pro V2.5 medium | Kwaipilot | 6.4 | 6.9 | $0.467 | 1/2 | 135.7s |
| #109 | Qwen3.5-27B none | Qwen | 6.4 | 6.5 | $0.090 | 1/2 | 39.4s |