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) |
|---|---|---|---|---|---|---|---|
| #279 | Ling 3.0 Tiny high | Inclusionai | 2.9 | 3.8 | $0.000 | 0/3 | 177.7s |
| #280 | Ling 3.0 Tiny low | Inclusionai | 2.9 | 3.8 | $0.000 | 0/3 | 170.7s |
| #283 | Ling 3.0 Tiny medium | Inclusionai | 2.9 | 3.8 | $0.000 | 0/3 | 212.0s |
| #286 | Nemotron 3 Nano Omni 30b A3b Reasoning medium | NVIDIA | 1.1 | 3.4 | $0.000 | 0/1 | 38.1s |
| #287 | Nemotron 3 Nano Omni 30b A3b Reasoning none | NVIDIA | 3.3 | 3.2 | $0.000 | 1/1 | 1.27s |
| #289 | LFM2-24B-A2B none | Liquid | 0.0 | 2.2 | $0.001 | 0/0 | 0ms |
| #247 | Ling-2.6-flash none | Inclusionai | 5.3 | 4.9 | $0.002 | 1/3 | 11.2s |
| #201 | Ling-3.0-flash none | Inclusionai | 5.5 | 5.7 | $0.004 | 1/3 | 6.39s |
| #284 | Laguna Xs.2 none | Poolside | 8.3 | 3.8 | $0.004 | 0/1 | 1.96s |
| #196 | Solar Pro 4 none | Upstage | 5.5 | 5.8 | $0.006 | 1/3 | 2.61s |
| #216 | Qwen3.8 27B none | Qwen | 5.5 | 5.5 | ~$0.006 | 1/3 | 1.19s |
| #276 | Granite 4.1 8B none | IBM Granite | 4.5 | 4.0 | $0.007 | 0/3 | 775ms |
| #277 | Nemotron 3.5 Lightning none | NVIDIA | 3.1 | 4.0 | $0.007 | 0/3 | 1.55s |
| #273 | Hy3 preview none | Tencent | 2.7 | 4.0 | $0.007 | 0/3 | 4.56s |
| #227 | Laguna XS 2.1 none | Poolside | 4.3 | 5.3 | $0.008 | 0/3 | 623ms |