Coding Ranking
See which AI models perform best on Coding, which ones stay reliable, and where the biggest gaps appear. Sort by: Response Time (avg) ↑.
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| Rank | Model | Company | Coding Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #269 | Ling 3.0 Flash high | Inclusionai | 0.7 | 0.6 | $0.021 | 1/3 | 14.9s |
| #22 | GPT-5.5 low | OpenAI | 1.0 | 0.9 | $1.822 | 3/3 | 15.0s |
| #84 | Claude Opus 4.8 medium | Anthropic | 1.0 | 0.8 | $3.490 | 3/3 | 15.3s |
| #125 | GPT-6 Luna low | OpenAI | 0.6 | 0.8 | $0.033 | 1/3 | 15.4s |
| #49 | Claude Fable 5 medium | Anthropic | 1.0 | 0.9 | $5.089 | 3/3 | 15.6s |
| #96 | GPT-5.6 Luna high | OpenAI | 0.5 | 0.8 | $0.118 | 1/3 | 15.6s |
| #48 | Muse Spark 1.1 medium | Meta | 1.0 | 0.9 | $1.665 | 3/3 | 15.7s |
| #173 | Muse Glimmer 30B low | Meta | 0.8 | 0.7 | $0.219 | 2/3 | 16.5s |
| #42 | Gemini 3.5 Flash Lite high | 0.8 | 0.9 | $0.624 | 2/3 | 16.6s | |
| #185 | Space Bunny Alpha max | Stealth | 0.6 | 0.7 | $0.000 | 1/3 | 17.1s |
| #237 | DeepSeek V4 Flash 0423 none | DeepSeek | 0.4 | 0.6 | $0.149 | 0/3 | 17.1s |
| #68 | Claude Sonnet 5 medium | Anthropic | 0.9 | 0.9 | $1.438 | 2/3 | 17.3s |
| #47 | Muse Spark 1.2 medium | Meta | 1.0 | 0.9 | $1.590 | 3/3 | 17.5s |
| #109 | MiMo-V2.6-Flash medium | Xiaomi | 0.7 | 0.8 | $0.218 | 1/3 | 18.2s |
| #348 | Owl Alpha medium | Openrouter | 0.5 | 0.5 | $0.000 | 1/3 | 18.7s |