Coding Ranking
See which AI models perform best on Coding, which ones stay reliable, and where the biggest gaps appear. Sort by: Tests Correct ↓.
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| Rank | Model | Company | Coding Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #175 | Inkling low | Thinkingmachines | 5.1 | 6.1 | $0.181 | 0/3 | 8.71s |
| #179 | Qwen3.5 Plus 2026-04-20 none | Qwen | 3.9 | 6.1 | $0.122 | 0/3 | 1.69s |
| #185 | Gemini 3 PRO Preview medium | 3.0 | 6.0 | $0.385 | 0/3 | 0ms | |
| #189 | Step 3.5 Flash medium | Stepfun | 2.4 | 5.9 | $0.132 | 0/2 | 258.4s |
| #190 | Dots 3 Note Preview medium | Dots Studio | 4.2 | 5.9 | $0.000 | 0/3 | 309.1s |
| #191 | Mimo V2 Omni medium | Xiaomi | 3.3 | 5.9 | $0.683 | 0/3 | 183.9s |
| #194 | Seed 2.1 Turbo none | Bytedance Seed | 4.5 | 5.9 | $0.092 | 0/3 | 2.35s |
| #197 | North Mini Code medium | Cohere | 4.5 | 5.7 | $0.000 | 0/3 | 320.4s |
| #198 | Nemotron 3 Super medium | NVIDIA | 3.1 | 5.7 | $0.050 | 0/3 | 147.3s |
| #199 | GLM 5 none | Z.ai | 4.0 | 5.7 | $0.027 | 0/3 | 5.12s |
| #200 | Inkling Small low | Thinkingmachines | 4.6 | 5.7 | $0.055 | 0/3 | 3.70s |
| #202 | GLM 5.1 none | Z.ai | 3.9 | 5.7 | $0.164 | 0/3 | 4.96s |
| #204 | Qwen3.5-122B-A10B none | Qwen | 3.7 | 5.7 | $0.247 | 0/3 | 2.77s |
| #206 | KAT-Coder-Air V2.5 high | Kwaipilot | 4.3 | 5.6 | $0.077 | 0/3 | 39.1s |
| #209 | Gemma 4 26B A4B none | 3.7 | 5.6 | $0.015 | 0/3 | 4.16s |