Coding Ranking
See which AI models perform best on Coding, which ones stay reliable, and where the biggest gaps appear. Sort by: Total Cost ↓.
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| Rank | Model | Company | Coding Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #156 | GLM 5 medium | Z.ai | 1.0 | 0.7 | $0.479 | 3/3 | 74.3s |
| #59 | GPT-6 Sol low | OpenAI | 0.6 | 0.9 | $0.477 | 1/3 | 8.74s |
| #117 | DeepSeek V4 Flash 0731 medium | DeepSeek | 0.6 | 0.8 | $0.460 | 1/3 | 198.8s |
| #16 | GPT-6.1 Sol low | OpenAI | 1.0 | 1.0 | $0.460 | 3/3 | 4.48s |
| #290 | GLM 5V Turbo medium | Z.ai | 0.6 | 0.5 | $0.457 | 1/3 | 63.4s |
| #210 | GLM 5.1 none | Z.ai | 0.4 | 0.6 | $0.451 | 0/3 | 4.96s |
| #106 | Qwen3.7 Max none | Qwen | 0.5 | 0.8 | $0.451 | 1/3 | 1.35s |
| #157 | Step 3.7 Flash low | Stepfun | 0.8 | 0.7 | $0.449 | 2/3 | 9.46s |
| #148 | Gemini 3.5 Flash Lite medium | 0.8 | 0.7 | $0.440 | 2/3 | 9.96s | |
| #362 | MiniMax M2.5 medium | Minimax | 0.3 | 0.4 | $0.440 | 0/3 | 188.6s |
| #101 | GPT-5.6 Terra low | OpenAI | 0.7 | 0.8 | $0.435 | 1/3 | 9.56s |
| #121 | Qwen3.5 Plus 2026-04-20 medium | Qwen | 0.6 | 0.8 | $0.435 | 1/3 | 125.3s |
| #192 | MiniMax M3 medium | Minimax | 0.6 | 0.7 | $0.422 | 1/3 | 144.7s |
| #86 | Qwen3.7 Plus medium | Qwen | 0.6 | 0.8 | $0.415 | 1/3 | 108.6s |
| #138 | Inkling Small high | Thinkingmachines | 1.0 | 0.7 | $0.398 | 3/3 | 93.2s |