Fast (20+ tok/s)

Qwen3.5 0.8B 120+DeepSeek-R1 1.5B 120+Qwen 1.8B 120+Llama 3.2 1B 120+Qwen 3 1.7B 120+Granite 3.1 moe 1B 120+minicpm v4.6 1B 120+Gemma 2 2B 120+codeGemma 2B 120+Gemma 2B 120+smollm 2 1.7B 120+starCoder 2 3B 120+falcon 3 1B 120+Qwen2.5 3B 120+Qwen2.5 Coder 3B 120+Qwen3.5 2B 120+Qwen 3-VL 2B 120+Llama 3.2 3B 120+orca mini 3B 120+Granite 3.1 moe 3B 120+falcon 3 3B 120+Granite 4.1 3B 120+Granite 4.2 3B 120+Phi 3 3.8B 120+Qwen 4B 120+Qwen 3 4B 120+Qwen2.5-VL 3B 120+Gemma 3 4B 120+Qwen 3-VL 4B 120+translateGemma 4B 120+Qwen3.5 4B 120+Llama 2 7B 120+Code Llama 7B 120+DeepSeek Coder 6.7B 120+Llama 2 uncensored 7B 120+lfm 2.5 8B (A1B) 120+Qwen 3 30B (A3B) 120+Qwen3 Coder 30B (A3B) 120+Qwen 3-VL 30B (A3B) 120+Qwen3.5 35B (A3B) 120+Qwen3.6 35B (A3B) 120+orca mini 7B 120gpt-oss 20B 119Mistral 7B 112Qwen2 7B 112starCoder 2 7B 112OLMo 2 7B 109Nemotron 3.5 lightning 30B (A3B) 109falcon 3 7B 107DeepSeek-R1 7B 105Qwen2.5 7B 105Llama 3 8B 105Qwen2.5 Coder 7B 105LLaVA 7B 105Llama 3.1 8B 100Qwen 7B 100dolPhin 3 8B 100Gemma 7B 98codeGemma 7B 98Gemma 4 26B (A4B) 98DeepSeek-R1 8B 95Qwen 3 8B 95Granite 4.2 8B 93Granite 4.1 8B 93Gemma 2 9B 91minicpm v 8B 89LLaVA Llama3 8B 89ornith 9B 88Gemma 3n E2B 88Qwen2.5-VL 7B 82minicpm v4.5 8B 81Qwen 3-VL 8B 81falcon 3 10B 78ornith 1.5 9B 74Qwen3.5 9B 74Mistral nemo 12B 69Gemma 4 E2B 68Llama 2 13B 66Code Llama 13B 66Gemma 3n E4B 66Gemma 4 12B 65Llama 3.2 Vision 11B 63Phi 3 14B 62orca mini 13B 62LLaVA 13B 61Gemma 3 12B 61translateGemma 12B 61Qwen 14B 60OLMo 2 13B 59DeepSeek Coder v2 16B 55DeepSeek-R1 14B 55Qwen2.5 14B 55Qwen2.5 Coder 14B 55Phi 4 14B 54Qwen 3 14B 53Gemma 4 E4B 51starCoder 2 15B 50mixtral 8X7B 41Mistral small 22B 38Mistral small 24B 35Mistral small3.2 24B 33Gemma 2 27B 31Granite 4.1 30B 29Gemma 3 27B 29Qwen3.5 27B 29Qwen3.6 27B 29translateGemma 27B 29Granite 4.2 30B 27Qwen3.8 27B 27muse glimmer 30B 27Qwen 32B 27Code Llama 34B 26DeepSeek Coder 33B 26DeepSeek-R1 32B 25Qwen2.5 32B 25Qwen 3 32B 25Gemma 4 31B 25Qwen2.5 Coder 32B 25LLaVA 34B 25qwq 32B 25ornith 35B 23Qwen 3-VL 32B 23Qwen2.5-VL 32B 23ornith 1.5 35B 21

Comfortable (10-20 tok/s)

Nemotron 3 33B 18Llama 2 70B 13Code Llama 70B 13orca mini 70B 13Llama 2 uncensored 70B 13Llama 3 70B 12Qwen 72B 12Qwen2 72B 12Llama 3.1 70B 11DeepSeek-R1 70B 11Llama 3.3 70B 11

Slow but usable (5-10 tok/s)

Qwen2.5 72B 6.3Qwen2.5-VL 72B 6.0Llama 3.2 Vision 90B 5.4

Won't fit

Qwen 110Bgpt-oss 120BMistral medium 3.5 128Bmixtral 8X22BQwen3.5 122B (A10B)Nemotron 3 super 120B (A12B)Qwen3.8 flash next 125B (A6B)