Open weights
Only rows with openWeights=true. Null is not a yes. Quality leads; unrated sits below, never as a win. Sizes this page does not have are not guessed.
The self-host fitter skips models with no sourced size. MoE memory uses total parameters, not active. This list is the catalogue flag, not a Hugging Face scrape.
| Model | Quality | Input $/M | Context | Licence |
|---|---|---|---|---|
| Kimi K3 | 1475.9 | $0.680 | 1M | kimi-k3 |
| GLM 5.3 | 1471.4 | $0.200 | 1M | glm-5.3 |
| GLM 5.2 | 1470.4 | $0.309 | 1M | mit |
| DeepSeek V4 Pro 0423 | 1445.2 | $0.450 | 1M | — |
| Gemma 4 31B | 1443.4 | $0.140 | 262K | apache-2.0 |
| Qwen3.8 27B | 1440.7 | $0.089 | 1M | apache-2.0 |
| DeepSeek V4 Flash 0423 | 1432.1 | $0.090 | 1M | — |
| MiniMax M3 | 1432.1 | $0.280 | 1M | minimax-community |
| DeepSeek V3.2 | 1424.5 | $0.260 | 163K | mit |
| gpt-oss-120b | 1365.4 | $0.030 | 131K | apache-2.0 |
| Phi 4 | 1216.7 | $0.070 | 16K | mit |
| Llama 4 Scout | — | $0.100 | 1.3M | llama-4-community |
| Ministral 3 3B 2512 | — | $0.100 | 131K | apache-2.0 |
| Ministral 3 8B 2512 | — | $0.150 | 262K | apache-2.0 |
| Mistral Small 4 | — | $0.150 | 262K | apache-2.0 |
| Ministral 3 14B 2512 | — | $0.200 | 262K | apache-2.0 |
| Llama 4 Maverick | — | $0.270 | 1M | llama-4-community |
| Command A+ | — | $0.300 | 192K | apache-2.0 |
| Muse Glimmer 30B | — | $0.300 | 131K | — |
| DeepSeek V4 Flash Vision Exp | — | $0.440 | 1M | mit |
| Mistral Large 3 2512 | — | $0.500 | 262K | apache-2.0 |
| Nemotron 3 Ultra | — | $0.625 | 262K | openmdw-1.1 |
| Kimi K2.7 Code | — | $0.671 | 262K | modified-mit |
| Qwen3.8 2.4T A95B | — | $2.00 | 1M | qwen3.8-max |
| Command A | — | $2.50 | 256K | cc-by-nc-4.0 |
14 have no independent score. They are listed after the ranked rows.