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) |
|---|---|---|---|---|---|---|---|
| #254 | MiMo-V2.6-Pro none | Xiaomi | 0.6 | 0.6 | $0.193 | 1/3 | 3.69s |
| #303 | Inkling Small low | Thinkingmachines | 0.5 | 0.5 | $0.055 | 0/3 | 3.70s |
| #218 | Mercury 2.5 medium | Inception | 0.5 | 0.6 | $0.034 | 0/3 | 3.70s |
| #173 | Gemini 3.1 Flash Lite medium | 0.5 | 0.7 | $0.153 | 1/3 | 3.81s | |
| #182 | Mercury 2.5 Preview medium | Inception | 0.8 | 0.7 | $0.039 | 2/3 | 3.86s |
| #14 | GPT-6 Astra low | OpenAI | 1.0 | 1.0 | $2.160 | 3/3 | 3.97s |
| #166 | Gemini 3.1 Flash Lite Preview medium | 0.5 | 0.7 | $0.158 | 1/3 | 4.09s | |
| #286 | Gemma 4 26B A4B none | 0.4 | 0.5 | $0.031 | 0/3 | 4.16s | |
| #225 | Qwen3.6 27B none | Qwen | 0.5 | 0.6 | $0.148 | 1/3 | 4.16s |
| #152 | Gemini 3.8 Flash low | 0.5 | 0.7 | $0.323 | 1/3 | 4.31s | |
| #16 | GPT-6.1 Sol low | OpenAI | 1.0 | 1.0 | $0.460 | 3/3 | 4.48s |
| #384 | Hy3 preview none | Tencent | 0.3 | 0.3 | $0.007 | 0/3 | 4.56s |
| #176 | GPT-5.6 Luna low | OpenAI | 0.5 | 0.7 | $0.049 | 1/3 | 4.61s |
| #11 | GPT-6.1 Sol medium | OpenAI | 1.0 | 1.0 | $0.530 | 3/3 | 4.74s |
| #20 | GPT-6 Astra medium | OpenAI | 1.0 | 0.9 | $2.707 | 3/3 | 4.95s |