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) |
|---|---|---|---|---|---|---|---|
| #160 | Qwen3.8 Flash Next xhigh | Qwen | 0.7 | 0.7 | ~$0.195 | 2/3 | 192.2s |
| #162 | MiMo-V2.6-Flash low | Xiaomi | 0.8 | 0.7 | $0.200 | 2/3 | 11.0s |
| #136 | GLM 5.3 FlashX high | Z.ai | 0.8 | 0.7 | $0.210 | 2/3 | 8.06s |
| #209 | GLM 5.3 low | Z.ai | 0.6 | 0.6 | $0.215 | 1/3 | 21.0s |
| #249 | Qwen3.5 Plus 2026-04-20 none | Qwen | 0.4 | 0.6 | $0.216 | 0/3 | 1.69s |
| #109 | MiMo-V2.6-Flash medium | Xiaomi | 0.7 | 0.8 | $0.218 | 1/3 | 18.2s |
| #173 | Muse Glimmer 30B low | Meta | 0.8 | 0.7 | $0.219 | 2/3 | 16.5s |
| #303 | Qwen3.6 Max Preview none | Qwen | 0.4 | 0.5 | $0.228 | 0/3 | 3.12s |
| #98 | GPT-5.4 Nano medium | OpenAI | 0.6 | 0.8 | $0.235 | 1/3 | 19.1s |
| #199 | GLM 5.2 none | Z.ai | 0.4 | 0.7 | $0.250 | 0/3 | 7.55s |
| #172 | Gemini 3 Flash Preview low | 0.6 | 0.7 | $0.254 | 1/3 | 6.00s | |
| #291 | Seed-2.0-Code none | Bytedance Seed | 0.4 | 0.5 | $0.257 | 0/3 | 13.4s |
| #94 | DeepSeek V4 Flash 0423 high | DeepSeek | 0.8 | 0.8 | $0.261 | 2/3 | 50.6s |
| #302 | Kimi K2.5 none | Moonshot AI | 0.5 | 0.5 | $0.262 | 1/3 | 24.6s |
| #90 | Seed-2.0-Lite medium | Bytedance Seed | 0.8 | 0.8 | $0.271 | 2/3 | 156.7s |