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Quick Answer: NVIDIA L40 offers 48GB VRAM and starts around current market pricing. It delivers approximately 218 tokens/sec on unsloth/Llama-3.2-3B-Instruct. It typically draws 300W under load.
This GPU offers reliable throughput for local AI workloads. Pair it with the right model quantization to hit your desired tokens/sec, and monitor prices below to catch the best deal.
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| Model | Quantization | Tokens/sec | VRAM used |
|---|---|---|---|
| unsloth/Llama-3.2-3B-Instruct | Q4 | 218.42 tok/sEstimated Auto-generated benchmark | 2GB |
| WeiboAI/VibeThinker-1.5B | Q4 | 217.43 tok/sEstimated Auto-generated benchmark | 1GB |
| bigcode/starcoder2-3b | Q4 | 214.54 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen2.5-3B | Q4 | 214.34 tok/sEstimated Auto-generated benchmark | 2GB |
| google/embeddinggemma-300m | Q4 | 213.70 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-3.2-3B-Instruct | Q4 | 213.06 tok/sEstimated Auto-generated benchmark | 2GB |
| apple/OpenELM-1_1B-Instruct | Q4 | 210.97 tok/sEstimated Auto-generated benchmark | 1GB |
| google/gemma-2b | Q4 | 209.54 tok/sEstimated Auto-generated benchmark | 1GB |
| ibm-research/PowerMoE-3b | Q4 | 209.22 tok/sEstimated Auto-generated benchmark | 2GB |
| LiquidAI/LFM2-1.2B | Q4 | 207.82 tok/sEstimated Auto-generated benchmark | 1GB |
| unsloth/gemma-3-1b-it | Q4 | 206.57 tok/sEstimated Auto-generated benchmark | 1GB |
| deepseek-ai/DeepSeek-OCR | Q4 | 206.48 tok/sEstimated Auto-generated benchmark | 2GB |
| unsloth/Llama-3.2-1B-Instruct | Q4 | 202.31 tok/sEstimated Auto-generated benchmark | 1GB |
| TinyLlama/TinyLlama-1.1B-Chat-v1.0 | Q4 | 199.99 tok/sEstimated Auto-generated benchmark | 1GB |
| facebook/sam3 | Q4 | 198.64 tok/sEstimated Auto-generated benchmark | 1GB |
| ibm-granite/granite-3.3-2b-instruct | Q4 | 197.01 tok/sEstimated Auto-generated benchmark | 1GB |
| google-t5/t5-3b | Q4 | 196.98 tok/sEstimated Auto-generated benchmark | 2GB |
| inference-net/Schematron-3B | Q4 | 195.74 tok/sEstimated Auto-generated benchmark | 2GB |
| context-labs/meta-llama-Llama-3.2-3B-Instruct-FP16 | Q4 | 195.39 tok/sEstimated Auto-generated benchmark | 2GB |
| tencent/HunyuanOCR | Q4 | 194.86 tok/sEstimated Auto-generated benchmark | 1GB |
| nari-labs/Dia2-2B | Q4 | 193.40 tok/sEstimated Auto-generated benchmark | 2GB |
| meta-llama/Llama-Guard-3-1B | Q4 | 189.61 tok/sEstimated Auto-generated benchmark | 1GB |
| allenai/OLMo-2-0425-1B | Q4 | 189.58 tok/sEstimated Auto-generated benchmark | 1GB |
| google/gemma-2-2b-it | Q4 | 187.14 tok/sEstimated Auto-generated benchmark | 1GB |
| Qwen/Qwen2.5-3B-Instruct | Q4 | 185.73 tok/sEstimated Auto-generated benchmark | 2GB |
| google-bert/bert-base-uncased | Q4 | 185.66 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-3.2-3B | Q4 | 184.65 tok/sEstimated Auto-generated benchmark | 2GB |
| meta-llama/Llama-3.2-1B-Instruct | Q4 | 184.18 tok/sEstimated Auto-generated benchmark | 1GB |
| google/gemma-3-1b-it | Q4 | 182.05 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-3.1-8B-Instruct | Q4 | 181.73 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/deepseek-coder-1.3b-instruct | Q4 | 181.62 tok/sEstimated Auto-generated benchmark | 2GB |
| Gensyn/Qwen2.5-0.5B-Instruct | Q4 | 181.51 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen3-1.7B-Base | Q4 | 181.44 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-Embedding-8B | Q4 | 181.15 tok/sEstimated Auto-generated benchmark | 4GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit | Q4 | 181.10 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen3-8B-FP8 | Q4 | 180.83 tok/sEstimated Auto-generated benchmark | 4GB |
| black-forest-labs/FLUX.1-dev | Q4 | 180.68 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/phi-4 | Q4 | 180.38 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-Reranker-0.6B | Q4 | 180.01 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen2.5-0.5B | Q4 | 179.98 tok/sEstimated Auto-generated benchmark | 3GB |
| meta-llama/Llama-3.2-1B | Q4 | 179.89 tok/sEstimated Auto-generated benchmark | 1GB |
| Qwen/Qwen2-7B-Instruct | Q4 | 179.26 tok/sEstimated Auto-generated benchmark | 4GB |
| openai-community/gpt2-xl | Q4 | 179.24 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-8B-Base | Q4 | 178.83 tok/sEstimated Auto-generated benchmark | 4GB |
| google/gemma-3-270m-it | Q4 | 178.36 tok/sEstimated Auto-generated benchmark | 4GB |
| swiss-ai/Apertus-8B-Instruct-2509 | Q4 | 177.81 tok/sEstimated Auto-generated benchmark | 4GB |
| trl-internal-testing/tiny-Qwen2ForCausalLM-2.5 | Q4 | 177.78 tok/sEstimated Auto-generated benchmark | 4GB |
| GSAI-ML/LLaDA-8B-Instruct | Q4 | 177.18 tok/sEstimated Auto-generated benchmark | 4GB |
| skt/kogpt2-base-v2 | Q4 | 176.36 tok/sEstimated Auto-generated benchmark | 4GB |
| ibm-granite/granite-docling-258M | Q4 | 175.91 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-7B | Q4 | 175.90 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-Coder-7B-Instruct | Q4 | 175.42 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-7B | Q4 | 175.27 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-2-7b-hf | Q4 | 175.27 tok/sEstimated Auto-generated benchmark | 4GB |
| kaitchup/Phi-3-mini-4k-instruct-gptq-4bit | Q4 | 174.84 tok/sEstimated Auto-generated benchmark | 2GB |
| tencent/HunyuanVideo-1.5 | Q4 | 174.64 tok/sEstimated Auto-generated benchmark | 4GB |
| MiniMaxAI/MiniMax-M2 | Q4 | 174.56 tok/sEstimated Auto-generated benchmark | 4GB |
| unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit | Q4 | 174.53 tok/sEstimated Auto-generated benchmark | 4GB |
| trl-internal-testing/tiny-random-LlamaForCausalLM | Q4 | 174.44 tok/sEstimated Auto-generated benchmark | 4GB |
| unsloth/mistral-7b-v0.3-bnb-4bit | Q4 | 173.90 tok/sEstimated Auto-generated benchmark | 4GB |
| GSAI-ML/LLaDA-8B-Base | Q4 | 172.68 tok/sEstimated Auto-generated benchmark | 4GB |
| petals-team/StableBeluga2 | Q4 | 172.43 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2-0.5B-Instruct | Q4 | 172.43 tok/sEstimated Auto-generated benchmark | 3GB |
| openai-community/gpt2-medium | Q4 | 172.35 tok/sEstimated Auto-generated benchmark | 4GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-8bit | Q4 | 172.19 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen2.5-Coder-1.5B | Q4 | 171.82 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen3-4B | Q4 | 171.56 tok/sEstimated Auto-generated benchmark | 2GB |
| openai-community/gpt2 | Q4 | 171.52 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Meta-Llama-3-8B-Instruct | Q4 | 170.99 tok/sEstimated Auto-generated benchmark | 4GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-8bit | Q4 | 170.66 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-7B-Instruct | Q4 | 170.47 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-1.5B | Q4 | 170.13 tok/sEstimated Auto-generated benchmark | 3GB |
| huggyllama/llama-7b | Q4 | 170.01 tok/sEstimated Auto-generated benchmark | 4GB |
| llamafactory/tiny-random-Llama-3 | Q4 | 170.00 tok/sEstimated Auto-generated benchmark | 4GB |
| numind/NuExtract-1.5 | Q4 | 169.59 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Meta-Llama-3-8B | Q4 | 169.38 tok/sEstimated Auto-generated benchmark | 4GB |
| HuggingFaceH4/zephyr-7b-beta | Q4 | 169.09 tok/sEstimated Auto-generated benchmark | 4GB |
| EleutherAI/gpt-neo-125m | Q4 | 169.03 tok/sEstimated Auto-generated benchmark | 4GB |
| distilbert/distilgpt2 | Q4 | 168.24 tok/sEstimated Auto-generated benchmark | 4GB |
| mistralai/Mistral-7B-Instruct-v0.2 | Q4 | 168.24 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-3-mini-128k-instruct | Q4 | 167.79 tok/sEstimated Auto-generated benchmark | 4GB |
| allenai/Olmo-3-7B-Think | Q4 | 167.50 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-3.5-vision-instruct | Q4 | 167.37 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-R1 | Q4 | 167.08 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen-Image-Edit-2509 | Q4 | 166.68 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2-1.5B-Instruct | Q4 | 166.22 tok/sEstimated Auto-generated benchmark | 3GB |
| openai-community/gpt2-large | Q4 | 166.11 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-0.6B | Q4 | 166.06 tok/sEstimated Auto-generated benchmark | 3GB |
| deepseek-ai/DeepSeek-V3 | Q4 | 166.03 tok/sEstimated Auto-generated benchmark | 4GB |
| NousResearch/Meta-Llama-3.1-8B-Instruct | Q4 | 165.84 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-7B-Instruct | Q4 | 165.60 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-3.5-mini-instruct | Q4 | 165.08 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B-Instruct-2507 | Q4 | 164.37 tok/sEstimated Auto-generated benchmark | 2GB |
| HuggingFaceTB/SmolLM2-135M | Q4 | 164.37 tok/sEstimated Auto-generated benchmark | 4GB |
| Alibaba-NLP/gte-Qwen2-1.5B-instruct | Q4 | 164.16 tok/sEstimated Auto-generated benchmark | 3GB |
| microsoft/DialoGPT-small | Q4 | 163.68 tok/sEstimated Auto-generated benchmark | 4GB |
| sshleifer/tiny-gpt2 | Q4 | 163.42 tok/sEstimated Auto-generated benchmark | 4GB |
| lmsys/vicuna-7b-v1.5 | Q4 | 163.11 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-0.5B-Instruct | Q4 | 163.09 tok/sEstimated Auto-generated benchmark | 3GB |
| microsoft/Phi-3-mini-4k-instruct | Q4 | 162.92 tok/sEstimated Auto-generated benchmark | 4GB |
| dicta-il/dictalm2.0-instruct | Q4 | 162.72 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-2-7b-chat-hf | Q4 | 162.53 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B-Thinking-2507 | Q4 | 162.43 tok/sEstimated Auto-generated benchmark | 2GB |
| microsoft/DialoGPT-medium | Q4 | 162.40 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-4-mini-instruct | Q4 | 162.32 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2-0.5B | Q4 | 162.07 tok/sEstimated Auto-generated benchmark | 3GB |
| Tongyi-MAI/Z-Image-Turbo | Q4 | 161.93 tok/sEstimated Auto-generated benchmark | 4GB |
| vikhyatk/moondream2 | Q4 | 161.81 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-Embedding-0.6B | Q4 | 161.67 tok/sEstimated Auto-generated benchmark | 3GB |
| zai-org/GLM-4.6-FP8 | Q4 | 161.54 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-8B | Q4 | 161.18 tok/sEstimated Auto-generated benchmark | 4GB |
| BSC-LT/salamandraTA-7b-instruct | Q4 | 161.14 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/phi-2 | Q4 | 161.06 tok/sEstimated Auto-generated benchmark | 4GB |
| mistralai/Mistral-7B-Instruct-v0.1 | Q4 | 160.81 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B | Q4 | 160.67 tok/sEstimated Auto-generated benchmark | 3GB |
| facebook/opt-125m | Q4 | 160.37 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-Guard-3-8B | Q4 | 160.36 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/VibeVoice-1.5B | Q4 | 159.36 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen3-1.7B | Q4 | 157.44 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-3.1-8B | Q4 | 157.13 tok/sEstimated Auto-generated benchmark | 4GB |
| trl-internal-testing/tiny-LlamaForCausalLM-3.2 | Q4 | 156.79 tok/sEstimated Auto-generated benchmark | 4GB |
| ibm-granite/granite-3.3-8b-instruct | Q4 | 155.40 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-Math-1.5B | Q4 | 155.29 tok/sEstimated Auto-generated benchmark | 3GB |
| rednote-hilab/dots.ocr | Q4 | 155.24 tok/sEstimated Auto-generated benchmark | 4GB |
| HuggingFaceTB/SmolLM-135M | Q4 | 155.20 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-R1-Distill-Llama-8B | Q4 | 155.01 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-V3.1 | Q4 | 154.98 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-4-multimodal-instruct | Q4 | 154.57 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-3.5-mini-instruct | Q4 | 154.57 tok/sEstimated Auto-generated benchmark | 2GB |
| liuhaotian/llava-v1.5-7b | Q4 | 154.52 tok/sEstimated Auto-generated benchmark | 4GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-4bit | Q4 | 153.92 tok/sEstimated Auto-generated benchmark | 2GB |
| mistralai/Mistral-7B-v0.1 | Q4 | 153.83 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-V3-0324 | Q4 | 153.59 tok/sEstimated Auto-generated benchmark | 4GB |
| HuggingFaceM4/tiny-random-LlamaForCausalLM | Q4 | 153.23 tok/sEstimated Auto-generated benchmark | 4GB |
| unsloth/Meta-Llama-3.1-8B-Instruct | Q4 | 153.20 tok/sEstimated Auto-generated benchmark | 4GB |
| google/embeddinggemma-300m | Q8 | 152.98 tok/sEstimated Auto-generated benchmark | 1GB |
| Qwen/Qwen3-Embedding-4B | Q4 | 152.93 tok/sEstimated Auto-generated benchmark | 2GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-4bit | Q4 | 152.88 tok/sEstimated Auto-generated benchmark | 4GB |
| zai-org/GLM-4.5-Air | Q4 | 152.69 tok/sEstimated Auto-generated benchmark | 4GB |
| bigscience/bloomz-560m | Q4 | 152.50 tok/sEstimated Auto-generated benchmark | 4GB |
| context-labs/meta-llama-Llama-3.2-3B-Instruct-FP16 | Q8 | 152.49 tok/sEstimated Auto-generated benchmark | 3GB |
| parler-tts/parler-tts-large-v1 | Q4 | 152.40 tok/sEstimated Auto-generated benchmark | 4GB |
| EleutherAI/pythia-70m-deduped | Q4 | 152.02 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B-Base | Q4 | 151.78 tok/sEstimated Auto-generated benchmark | 2GB |
| meta-llama/Llama-3.2-3B-Instruct | Q8 | 151.57 tok/sEstimated Auto-generated benchmark | 3GB |
| IlyaGusev/saiga_llama3_8b | Q4 | 151.25 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B-Thinking-2507-FP8 | Q4 | 151.11 tok/sEstimated Auto-generated benchmark | 2GB |
| ibm-granite/granite-3.3-2b-instruct | Q8 | 151.05 tok/sEstimated Auto-generated benchmark | 2GB |
| hmellor/tiny-random-LlamaForCausalLM | Q4 | 150.60 tok/sEstimated Auto-generated benchmark | 4GB |
| unsloth/gemma-3-1b-it | Q8 | 150.56 tok/sEstimated Auto-generated benchmark | 1GB |
| deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct | Q4 | 150.19 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-R1-0528 | Q4 | 149.92 tok/sEstimated Auto-generated benchmark | 4GB |
| rinna/japanese-gpt-neox-small | Q4 | 149.91 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-1.5B-Instruct | Q4 | 149.66 tok/sEstimated Auto-generated benchmark | 3GB |
| black-forest-labs/FLUX.2-dev | Q4 | 149.47 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-0.6B-Base | Q4 | 149.30 tok/sEstimated Auto-generated benchmark | 3GB |
| meta-llama/Llama-3.2-3B-Instruct | Q4 | 149.16 tok/sEstimated Auto-generated benchmark | 2GB |
| facebook/sam3 | Q8 | 148.26 tok/sEstimated Auto-generated benchmark | 1GB |
| TinyLlama/TinyLlama-1.1B-Chat-v1.0 | Q8 | 147.79 tok/sEstimated Auto-generated benchmark | 1GB |
| unsloth/Llama-3.2-3B-Instruct | Q8 | 147.49 tok/sEstimated Auto-generated benchmark | 3GB |
| unsloth/Llama-3.2-1B-Instruct | Q8 | 147.07 tok/sEstimated Auto-generated benchmark | 1GB |
| nari-labs/Dia2-2B | Q8 | 146.20 tok/sEstimated Auto-generated benchmark | 3GB |
| meta-llama/Llama-3.2-1B | Q8 | 145.82 tok/sEstimated Auto-generated benchmark | 1GB |
| bigcode/starcoder2-3b | Q8 | 142.15 tok/sEstimated Auto-generated benchmark | 3GB |
| LiquidAI/LFM2-1.2B | Q8 | 140.50 tok/sEstimated Auto-generated benchmark | 2GB |
| meta-llama/Llama-3.2-3B | Q8 | 140.41 tok/sEstimated Auto-generated benchmark | 3GB |
| deepseek-ai/DeepSeek-OCR | Q8 | 140.19 tok/sEstimated Auto-generated benchmark | 4GB |
| tencent/HunyuanOCR | Q8 | 134.70 tok/sEstimated Auto-generated benchmark | 2GB |
| meta-llama/Llama-3.2-1B-Instruct | Q8 | 134.33 tok/sEstimated Auto-generated benchmark | 1GB |
| Qwen/Qwen3-14B | Q4 | 134.09 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/deepseek-coder-1.3b-instruct | Q8 | 134.04 tok/sEstimated Auto-generated benchmark | 3GB |
| ibm-research/PowerMoE-3b | Q8 | 133.77 tok/sEstimated Auto-generated benchmark | 3GB |
| OpenPipe/Qwen3-14B-Instruct | Q4 | 133.67 tok/sEstimated Auto-generated benchmark | 7GB |
| google-bert/bert-base-uncased | Q8 | 133.64 tok/sEstimated Auto-generated benchmark | 1GB |
| inference-net/Schematron-3B | Q8 | 133.58 tok/sEstimated Auto-generated benchmark | 3GB |
| google-t5/t5-3b | Q8 | 133.27 tok/sEstimated Auto-generated benchmark | 3GB |
| ai-forever/ruGPT-3.5-13B | Q4 | 132.98 tok/sEstimated Auto-generated benchmark | 7GB |
| apple/OpenELM-1_1B-Instruct | Q8 | 132.89 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-Guard-3-1B | Q8 | 130.84 tok/sEstimated Auto-generated benchmark | 1GB |
| allenai/OLMo-2-0425-1B | Q8 | 130.19 tok/sEstimated Auto-generated benchmark | 1GB |
| Qwen/Qwen2.5-3B-Instruct | Q8 | 129.83 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen2.5-3B | Q8 | 129.70 tok/sEstimated Auto-generated benchmark | 3GB |
| google/gemma-2b | Q8 | 129.37 tok/sEstimated Auto-generated benchmark | 2GB |
| google/gemma-3-1b-it | Q8 | 128.05 tok/sEstimated Auto-generated benchmark | 1GB |
| google/gemma-2-2b-it | Q8 | 128.01 tok/sEstimated Auto-generated benchmark | 2GB |
| WeiboAI/VibeThinker-1.5B | Q8 | 128.01 tok/sEstimated Auto-generated benchmark | 2GB |
| vikhyatk/moondream2 | Q8 | 127.43 tok/sEstimated Auto-generated benchmark | 7GB |
| openai-community/gpt2 | Q8 | 127.36 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-8B | Q8 | 127.19 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen2.5-7B | Q8 | 126.78 tok/sEstimated Auto-generated benchmark | 7GB |
| llamafactory/tiny-random-Llama-3 | Q8 | 126.64 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/VibeVoice-1.5B | Q8 | 126.64 tok/sEstimated Auto-generated benchmark | 5GB |
| BSC-LT/salamandraTA-7b-instruct | Q8 | 126.63 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Llama-3.1-8B-Instruct | Q4 | 126.51 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B-Thinking-2507-FP8 | Q8 | 126.50 tok/sEstimated Auto-generated benchmark | 4GB |
| EleutherAI/gpt-neo-125m | Q8 | 126.43 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-14B | Q4 | 126.25 tok/sEstimated Auto-generated benchmark | 7GB |
| black-forest-labs/FLUX.2-dev | Q8 | 125.90 tok/sEstimated Auto-generated benchmark | 8GB |
| liuhaotian/llava-v1.5-7b | Q8 | 125.69 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/Phi-3.5-mini-instruct | Q8 | 125.49 tok/sEstimated Auto-generated benchmark | 4GB |
| HuggingFaceH4/zephyr-7b-beta | Q8 | 125.28 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Meta-Llama-3-8B | Q8 | 125.10 tok/sEstimated Auto-generated benchmark | 9GB |
| rednote-hilab/dots.ocr | Q8 | 125.05 tok/sEstimated Auto-generated benchmark | 7GB |
| Alibaba-NLP/gte-Qwen2-1.5B-instruct | Q8 | 124.85 tok/sEstimated Auto-generated benchmark | 5GB |
| NousResearch/Hermes-3-Llama-3.1-8B | Q4 | 124.79 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-R1-Distill-Llama-8B | Q8 | 124.76 tok/sEstimated Auto-generated benchmark | 9GB |
| meta-llama/Llama-2-13b-chat-hf | Q4 | 124.68 tok/sEstimated Auto-generated benchmark | 7GB |
| google/gemma-2-9b-it | Q4 | 124.17 tok/sEstimated Auto-generated benchmark | 5GB |
| swiss-ai/Apertus-8B-Instruct-2509 | Q8 | 123.86 tok/sEstimated Auto-generated benchmark | 9GB |
| microsoft/Phi-3-mini-128k-instruct | Q8 | 123.78 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-0.6B-Base | Q8 | 123.60 tok/sEstimated Auto-generated benchmark | 6GB |
| mistralai/Mistral-7B-Instruct-v0.1 | Q8 | 123.34 tok/sEstimated Auto-generated benchmark | 7GB |
| mistralai/Mistral-7B-Instruct-v0.2 | Q8 | 123.13 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-Embedding-4B | Q8 | 123.11 tok/sEstimated Auto-generated benchmark | 4GB |
| allenai/Olmo-3-7B-Think | Q8 | 122.84 tok/sEstimated Auto-generated benchmark | 8GB |
| rinna/japanese-gpt-neox-small | Q8 | 122.84 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/Phi-3.5-mini-instruct | Q8 | 122.69 tok/sEstimated Auto-generated benchmark | 7GB |
| EssentialAI/rnj-1 | Q4 | 121.92 tok/sEstimated Auto-generated benchmark | 5GB |
| deepseek-ai/DeepSeek-R1 | Q8 | 121.90 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-1.7B | Q8 | 121.66 tok/sEstimated Auto-generated benchmark | 7GB |
| tencent/HunyuanVideo-1.5 | Q8 | 121.15 tok/sEstimated Auto-generated benchmark | 8GB |
| Qwen/Qwen2.5-14B-Instruct | Q4 | 120.71 tok/sEstimated Auto-generated benchmark | 8GB |
| microsoft/phi-4 | Q8 | 120.68 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/DeepSeek-V3 | Q8 | 120.57 tok/sEstimated Auto-generated benchmark | 7GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-4bit | Q8 | 120.51 tok/sEstimated Auto-generated benchmark | 4GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-8bit | Q8 | 120.45 tok/sEstimated Auto-generated benchmark | 4GB |
| ibm-granite/granite-3.3-8b-instruct | Q8 | 120.40 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen3-Embedding-0.6B | Q8 | 120.21 tok/sEstimated Auto-generated benchmark | 6GB |
| Qwen/Qwen2-0.5B-Instruct | Q8 | 120.16 tok/sEstimated Auto-generated benchmark | 5GB |
| Qwen/Qwen2.5-1.5B | Q8 | 119.30 tok/sEstimated Auto-generated benchmark | 5GB |
| Qwen/Qwen2.5-Math-1.5B | Q8 | 119.16 tok/sEstimated Auto-generated benchmark | 5GB |
| Qwen/Qwen2.5-Coder-1.5B | Q8 | 119.05 tok/sEstimated Auto-generated benchmark | 5GB |
| unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit | Q8 | 119.02 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen2-7B-Instruct | Q8 | 118.95 tok/sEstimated Auto-generated benchmark | 7GB |
| numind/NuExtract-1.5 | Q8 | 118.91 tok/sEstimated Auto-generated benchmark | 7GB |
| hmellor/tiny-random-LlamaForCausalLM | Q8 | 118.83 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/DialoGPT-medium | Q8 | 118.79 tok/sEstimated Auto-generated benchmark | 7GB |
| unsloth/Meta-Llama-3.1-8B-Instruct | Q8 | 118.41 tok/sEstimated Auto-generated benchmark | 9GB |
| trl-internal-testing/tiny-LlamaForCausalLM-3.2 | Q8 | 118.29 tok/sEstimated Auto-generated benchmark | 7GB |
| HuggingFaceM4/tiny-random-LlamaForCausalLM | Q8 | 118.24 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-7B | Q8 | 118.20 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/DeepSeek-V3-0324 | Q8 | 118.13 tok/sEstimated Auto-generated benchmark | 7GB |
| unsloth/mistral-7b-v0.3-bnb-4bit | Q8 | 118.11 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-1.7B-Base | Q8 | 117.71 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/DialoGPT-small | Q8 | 117.67 tok/sEstimated Auto-generated benchmark | 7GB |
| dicta-il/dictalm2.0-instruct | Q8 | 117.62 tok/sEstimated Auto-generated benchmark | 7GB |
| MiniMaxAI/MiniMax-M2 | Q8 | 116.97 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-Embedding-8B | Q8 | 116.81 tok/sEstimated Auto-generated benchmark | 9GB |
| trl-internal-testing/tiny-Qwen2ForCausalLM-2.5 | Q8 | 116.68 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2-0.5B | Q8 | 116.13 tok/sEstimated Auto-generated benchmark | 5GB |
| deepseek-ai/DeepSeek-R1-0528 | Q8 | 115.79 tok/sEstimated Auto-generated benchmark | 7GB |
| zai-org/GLM-4.5-Air | Q8 | 115.55 tok/sEstimated Auto-generated benchmark | 7GB |
| huggyllama/llama-7b | Q8 | 115.54 tok/sEstimated Auto-generated benchmark | 7GB |
| openai-community/gpt2-large | Q8 | 115.51 tok/sEstimated Auto-generated benchmark | 7GB |
| HuggingFaceTB/SmolLM-135M | Q8 | 115.47 tok/sEstimated Auto-generated benchmark | 7GB |
| black-forest-labs/FLUX.1-dev | Q8 | 115.45 tok/sEstimated Auto-generated benchmark | 8GB |
| bigscience/bloomz-560m | Q8 | 115.02 tok/sEstimated Auto-generated benchmark | 7GB |
| Gensyn/Qwen2.5-0.5B-Instruct | Q8 | 114.86 tok/sEstimated Auto-generated benchmark | 5GB |
| microsoft/phi-2 | Q8 | 114.80 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/Phi-3-medium-128k-instruct | Q4 | 114.53 tok/sEstimated Auto-generated benchmark | 7GB |
| mistralai/Mistral-7B-v0.1 | Q8 | 114.13 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-14B-Instruct | Q4 | 114.12 tok/sEstimated Auto-generated benchmark | 7GB |
| EleutherAI/pythia-70m-deduped | Q8 | 114.05 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-14B-Base | Q4 | 113.84 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Meta-Llama-3-8B-Instruct | Q8 | 113.62 tok/sEstimated Auto-generated benchmark | 9GB |
| microsoft/Phi-3-mini-4k-instruct | Q8 | 113.42 tok/sEstimated Auto-generated benchmark | 7GB |
| nvidia/NVIDIA-Nemotron-Nano-9B-v2 | Q4 | 113.06 tok/sEstimated Auto-generated benchmark | 5GB |
| parler-tts/parler-tts-large-v1 | Q8 | 112.95 tok/sEstimated Auto-generated benchmark | 7GB |
| skt/kogpt2-base-v2 | Q8 | 112.65 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Llama-Guard-3-8B | Q8 | 112.28 tok/sEstimated Auto-generated benchmark | 9GB |
| trl-internal-testing/tiny-random-LlamaForCausalLM | Q8 | 112.20 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Llama-3.1-8B-Instruct | Q8 | 112.06 tok/sEstimated Auto-generated benchmark | 9GB |
| mistralai/Ministral-3-14B-Instruct-2512 | Q4 | 111.99 tok/sEstimated Auto-generated benchmark | 8GB |
| deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct | Q8 | 111.85 tok/sEstimated Auto-generated benchmark | 7GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-8bit | Q8 | 111.38 tok/sEstimated Auto-generated benchmark | 9GB |
| meta-llama/Llama-3.1-8B | Q8 | 111.30 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen2.5-1.5B-Instruct | Q8 | 111.11 tok/sEstimated Auto-generated benchmark | 5GB |
| Qwen/Qwen3-4B-Thinking-2507 | Q8 | 111.07 tok/sEstimated Auto-generated benchmark | 4GB |
| facebook/opt-125m | Q8 | 110.72 tok/sEstimated Auto-generated benchmark | 7GB |
| zai-org/GLM-4.6-FP8 | Q8 | 110.65 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen-Image-Edit-2509 | Q8 | 110.61 tok/sEstimated Auto-generated benchmark | 8GB |
| Qwen/Qwen3-4B | Q8 | 110.58 tok/sEstimated Auto-generated benchmark | 4GB |
| sshleifer/tiny-gpt2 | Q8 | 110.54 tok/sEstimated Auto-generated benchmark | 7GB |
| google/gemma-3-270m-it | Q8 | 110.36 tok/sEstimated Auto-generated benchmark | 7GB |
| lmsys/vicuna-7b-v1.5 | Q8 | 110.22 tok/sEstimated Auto-generated benchmark | 7GB |
| distilbert/distilgpt2 | Q8 | 110.22 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/Phi-4-multimodal-instruct | Q8 | 110.19 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-8B-FP8 | Q8 | 110.14 tok/sEstimated Auto-generated benchmark | 9GB |
| meta-llama/Llama-2-7b-chat-hf | Q8 | 109.82 tok/sEstimated Auto-generated benchmark | 7GB |
| openai-community/gpt2-xl | Q8 | 109.80 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/DeepSeek-V3.1 | Q8 | 109.46 tok/sEstimated Auto-generated benchmark | 7GB |
| HuggingFaceTB/SmolLM2-135M | Q8 | 109.43 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-4B-Base | Q8 | 109.33 tok/sEstimated Auto-generated benchmark | 4GB |
| petals-team/StableBeluga2 | Q8 | 109.05 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Llama-3.2-3B-Instruct | Q8 | 108.68 tok/sEstimated Auto-generated benchmark | 3GB |
| kaitchup/Phi-3-mini-4k-instruct-gptq-4bit | Q8 | 108.51 tok/sEstimated Auto-generated benchmark | 4GB |
| NousResearch/Meta-Llama-3.1-8B-Instruct | Q8 | 108.46 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen2.5-7B-Instruct | Q8 | 108.44 tok/sEstimated Auto-generated benchmark | 7GB |
| openai-community/gpt2-medium | Q8 | 108.29 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-0.6B | Q8 | 107.86 tok/sEstimated Auto-generated benchmark | 6GB |
| Qwen/Qwen3-8B-Base | Q8 | 107.78 tok/sEstimated Auto-generated benchmark | 9GB |
| meta-llama/Llama-2-7b-hf | Q8 | 107.70 tok/sEstimated Auto-generated benchmark | 7GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-4bit | Q8 | 107.58 tok/sEstimated Auto-generated benchmark | 9GB |
| GSAI-ML/LLaDA-8B-Base | Q8 | 107.44 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen2.5-Coder-7B-Instruct | Q8 | 107.42 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-0.5B | Q8 | 107.37 tok/sEstimated Auto-generated benchmark | 5GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit | Q8 | 107.28 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B | Q8 | 106.83 tok/sEstimated Auto-generated benchmark | 5GB |
| microsoft/Phi-4-mini-instruct | Q8 | 106.81 tok/sEstimated Auto-generated benchmark | 7GB |
| GSAI-ML/LLaDA-8B-Instruct | Q8 | 106.67 tok/sEstimated Auto-generated benchmark | 9GB |
| Tongyi-MAI/Z-Image-Turbo | Q8 | 106.05 tok/sEstimated Auto-generated benchmark | 8GB |
| Qwen/Qwen3-Reranker-0.6B | Q8 | 105.71 tok/sEstimated Auto-generated benchmark | 6GB |
| Qwen/Qwen2.5-0.5B-Instruct | Q8 | 105.36 tok/sEstimated Auto-generated benchmark | 5GB |
| Qwen/Qwen3-4B-Instruct-2507 | Q8 | 105.19 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-7B-Instruct | Q8 | 105.03 tok/sEstimated Auto-generated benchmark | 8GB |
| microsoft/Phi-3.5-vision-instruct | Q8 | 104.88 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2-1.5B-Instruct | Q8 | 104.84 tok/sEstimated Auto-generated benchmark | 5GB |
| ibm-granite/granite-docling-258M | Q8 | 104.74 tok/sEstimated Auto-generated benchmark | 7GB |
| IlyaGusev/saiga_llama3_8b | Q8 | 104.70 tok/sEstimated Auto-generated benchmark | 9GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-5bit | Q4 | 97.95 tok/sEstimated Auto-generated benchmark | 15GB |
| mistralai/Mistral-Small-Instruct-2409 | Q4 | 97.73 tok/sEstimated Auto-generated benchmark | 11GB |
| openai/gpt-oss-safeguard-20b | Q4 | 97.41 tok/sEstimated Auto-generated benchmark | 11GB |
| unsloth/gpt-oss-20b-unsloth-bnb-4bit | Q4 | 95.93 tok/sEstimated Auto-generated benchmark | 10GB |
| EssentialAI/rnj-1 | Q8 | 95.19 tok/sEstimated Auto-generated benchmark | 10GB |
| OpenPipe/Qwen3-14B-Instruct | Q8 | 94.88 tok/sEstimated Auto-generated benchmark | 14GB |
| nvidia/NVIDIA-Nemotron-Nano-9B-v2 | Q8 | 94.04 tok/sEstimated Auto-generated benchmark | 10GB |
| NousResearch/Hermes-3-Llama-3.1-8B | Q8 | 93.88 tok/sEstimated Auto-generated benchmark | 9GB |
| openai/gpt-oss-20b | Q4 | 93.58 tok/sEstimated Auto-generated benchmark | 10GB |
| unsloth/gpt-oss-20b-BF16 | Q4 | 93.49 tok/sEstimated Auto-generated benchmark | 10GB |
| Qwen/Qwen3-30B-A3B-Thinking-2507 | Q4 | 93.02 tok/sEstimated Auto-generated benchmark | 15GB |
| google/gemma-2-9b-it | Q8 | 91.95 tok/sEstimated Auto-generated benchmark | 10GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507 | Q4 | 91.86 tok/sEstimated Auto-generated benchmark | 15GB |
| meta-llama/Llama-3.1-8B-Instruct | Q8 | 91.70 tok/sEstimated Auto-generated benchmark | 9GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-4bit | Q4 | 89.99 tok/sEstimated Auto-generated benchmark | 15GB |
| mlx-community/gpt-oss-20b-MXFP4-Q8 | Q4 | 87.73 tok/sEstimated Auto-generated benchmark | 10GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit | Q4 | 87.42 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-30B-A3B | Q4 | 86.80 tok/sEstimated Auto-generated benchmark | 15GB |
| ai-forever/ruGPT-3.5-13B | Q8 | 86.76 tok/sEstimated Auto-generated benchmark | 13GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507-FP8 | Q4 | 86.04 tok/sEstimated Auto-generated benchmark | 15GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit | Q4 | 85.55 tok/sEstimated Auto-generated benchmark | 15GB |
| google/gemma-2-27b-it | Q4 | 84.57 tok/sEstimated Auto-generated benchmark | 14GB |
| Qwen/Qwen3-14B | Q8 | 83.51 tok/sEstimated Auto-generated benchmark | 14GB |
| Qwen/Qwen3-Coder-30B-A3B-Instruct | Q4 | 83.23 tok/sEstimated Auto-generated benchmark | 15GB |
| meta-llama/Llama-2-13b-chat-hf | Q8 | 83.22 tok/sEstimated Auto-generated benchmark | 13GB |
| Qwen/Qwen2.5-14B | Q8 | 82.61 tok/sEstimated Auto-generated benchmark | 14GB |
| meta-llama/Llama-3.2-1B | FP16 | 82.56 tok/sEstimated Auto-generated benchmark | 2GB |
| facebook/sam3 | FP16 | 82.50 tok/sEstimated Auto-generated benchmark | 2GB |
| tencent/HunyuanOCR | FP16 | 82.05 tok/sEstimated Auto-generated benchmark | 3GB |
| ibm-research/PowerMoE-3b | FP16 | 81.94 tok/sEstimated Auto-generated benchmark | 6GB |
| context-labs/meta-llama-Llama-3.2-3B-Instruct-FP16 | FP16 | 81.81 tok/sEstimated Auto-generated benchmark | 6GB |
| meta-llama/Llama-3.2-3B | FP16 | 81.69 tok/sEstimated Auto-generated benchmark | 6GB |
| meta-llama/Llama-3.2-1B-Instruct | FP16 | 81.67 tok/sEstimated Auto-generated benchmark | 2GB |
| LiquidAI/LFM2-1.2B | FP16 | 81.39 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-14B-Instruct | Q8 | 81.11 tok/sEstimated Auto-generated benchmark | 14GB |
| Qwen/Qwen2.5-14B-Instruct | Q8 | 80.95 tok/sEstimated Auto-generated benchmark | 15GB |
| deepseek-ai/DeepSeek-OCR | FP16 | 80.93 tok/sEstimated Auto-generated benchmark | 7GB |
| unsloth/Llama-3.2-1B-Instruct | FP16 | 80.76 tok/sEstimated Auto-generated benchmark | 2GB |
| ibm-granite/granite-3.3-2b-instruct | FP16 | 80.56 tok/sEstimated Auto-generated benchmark | 4GB |
| inference-net/Schematron-3B | FP16 | 80.20 tok/sEstimated Auto-generated benchmark | 6GB |
| mistralai/Ministral-3-14B-Instruct-2512 | Q8 | 80.06 tok/sEstimated Auto-generated benchmark | 16GB |
| google-t5/t5-3b | FP16 | 79.79 tok/sEstimated Auto-generated benchmark | 6GB |
| Qwen/Qwen3-14B-Base | Q8 | 79.29 tok/sEstimated Auto-generated benchmark | 14GB |
| allenai/OLMo-2-0425-1B | FP16 | 78.98 tok/sEstimated Auto-generated benchmark | 2GB |
| microsoft/Phi-3-medium-128k-instruct | Q8 | 78.61 tok/sEstimated Auto-generated benchmark | 14GB |
| Qwen/Qwen2.5-3B | FP16 | 78.50 tok/sEstimated Auto-generated benchmark | 6GB |
| nari-labs/Dia2-2B | FP16 | 78.42 tok/sEstimated Auto-generated benchmark | 5GB |
| WeiboAI/VibeThinker-1.5B | FP16 | 78.05 tok/sEstimated Auto-generated benchmark | 4GB |
| TinyLlama/TinyLlama-1.1B-Chat-v1.0 | FP16 | 77.96 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen2.5-3B-Instruct | FP16 | 77.47 tok/sEstimated Auto-generated benchmark | 6GB |
| google/embeddinggemma-300m | FP16 | 75.95 tok/sEstimated Auto-generated benchmark | 1GB |
| unsloth/Llama-3.2-3B-Instruct | FP16 | 75.37 tok/sEstimated Auto-generated benchmark | 6GB |
| unsloth/gemma-3-1b-it | FP16 | 74.03 tok/sEstimated Auto-generated benchmark | 2GB |
| meta-llama/Llama-Guard-3-1B | FP16 | 73.87 tok/sEstimated Auto-generated benchmark | 2GB |
| google/gemma-3-1b-it | FP16 | 73.81 tok/sEstimated Auto-generated benchmark | 2GB |
| deepseek-ai/deepseek-coder-1.3b-instruct | FP16 | 72.63 tok/sEstimated Auto-generated benchmark | 6GB |
| apple/OpenELM-1_1B-Instruct | FP16 | 71.36 tok/sEstimated Auto-generated benchmark | 2GB |
| google-bert/bert-base-uncased | FP16 | 71.26 tok/sEstimated Auto-generated benchmark | 1GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-4bit | Q8 | 70.13 tok/sEstimated Auto-generated benchmark | 31GB |
| meta-llama/Llama-3.2-3B-Instruct | FP16 | 69.49 tok/sEstimated Auto-generated benchmark | 6GB |
| trl-internal-testing/tiny-LlamaForCausalLM-3.2 | FP16 | 69.09 tok/sEstimated Auto-generated benchmark | 15GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-7B | FP16 | 69.07 tok/sEstimated Auto-generated benchmark | 15GB |
| dicta-il/dictalm2.0-instruct | FP16 | 69.05 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-1.7B | FP16 | 69.00 tok/sEstimated Auto-generated benchmark | 15GB |
| HuggingFaceH4/zephyr-7b-beta | FP16 | 68.78 tok/sEstimated Auto-generated benchmark | 15GB |
| meta-llama/Meta-Llama-3-8B | FP16 | 68.77 tok/sEstimated Auto-generated benchmark | 17GB |
| google/gemma-2-2b-it | FP16 | 68.61 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-3.5-mini-instruct | FP16 | 68.53 tok/sEstimated Auto-generated benchmark | 15GB |
| google/gemma-2b | FP16 | 68.43 tok/sEstimated Auto-generated benchmark | 4GB |
| allenai/Olmo-3-7B-Think | FP16 | 68.26 tok/sEstimated Auto-generated benchmark | 16GB |
| deepseek-ai/DeepSeek-V3 | FP16 | 68.16 tok/sEstimated Auto-generated benchmark | 15GB |
| bigcode/starcoder2-3b | FP16 | 68.10 tok/sEstimated Auto-generated benchmark | 6GB |
| Qwen/Qwen2.5-1.5B-Instruct | FP16 | 67.78 tok/sEstimated Auto-generated benchmark | 11GB |
| mistralai/Mistral-7B-Instruct-v0.1 | FP16 | 67.32 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-Embedding-0.6B | FP16 | 67.31 tok/sEstimated Auto-generated benchmark | 13GB |
| Qwen/Qwen3-8B-FP8 | FP16 | 67.17 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen3-4B-Base | FP16 | 67.00 tok/sEstimated Auto-generated benchmark | 9GB |
| microsoft/Phi-3.5-vision-instruct | FP16 | 66.97 tok/sEstimated Auto-generated benchmark | 15GB |
| deepseek-ai/DeepSeek-V3-0324 | FP16 | 66.78 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-1.7B-Base | FP16 | 66.72 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-0.5B-Instruct | FP16 | 66.71 tok/sEstimated Auto-generated benchmark | 11GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit | Q8 | 66.64 tok/sEstimated Auto-generated benchmark | 31GB |
| Qwen/Qwen2.5-Math-1.5B | FP16 | 66.50 tok/sEstimated Auto-generated benchmark | 11GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-5bit | Q8 | 66.50 tok/sEstimated Auto-generated benchmark | 31GB |
| meta-llama/Llama-3.1-8B-Instruct | FP16 | 66.49 tok/sEstimated Auto-generated benchmark | 17GB |
| unsloth/gpt-oss-20b-unsloth-bnb-4bit | Q8 | 66.32 tok/sEstimated Auto-generated benchmark | 20GB |
| mistralai/Mistral-Small-Instruct-2409 | Q8 | 66.32 tok/sEstimated Auto-generated benchmark | 23GB |
| zai-org/GLM-4.5-Air | FP16 | 66.25 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/phi-2 | FP16 | 66.21 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2-7B-Instruct | FP16 | 66.20 tok/sEstimated Auto-generated benchmark | 15GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-4bit | FP16 | 66.00 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen3-0.6B | FP16 | 65.99 tok/sEstimated Auto-generated benchmark | 13GB |
| swiss-ai/Apertus-8B-Instruct-2509 | FP16 | 65.98 tok/sEstimated Auto-generated benchmark | 17GB |
| unsloth/mistral-7b-v0.3-bnb-4bit | FP16 | 65.95 tok/sEstimated Auto-generated benchmark | 15GB |
| petals-team/StableBeluga2 | FP16 | 65.91 tok/sEstimated Auto-generated benchmark | 15GB |
| parler-tts/parler-tts-large-v1 | FP16 | 65.80 tok/sEstimated Auto-generated benchmark | 15GB |
| ibm-granite/granite-3.3-8b-instruct | FP16 | 65.72 tok/sEstimated Auto-generated benchmark | 17GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-4bit | FP16 | 65.64 tok/sEstimated Auto-generated benchmark | 17GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-8bit | FP16 | 65.50 tok/sEstimated Auto-generated benchmark | 9GB |
| deepseek-ai/DeepSeek-R1 | FP16 | 65.35 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-4B-Thinking-2507 | FP16 | 65.29 tok/sEstimated Auto-generated benchmark | 9GB |
| GSAI-ML/LLaDA-8B-Base | FP16 | 65.25 tok/sEstimated Auto-generated benchmark | 17GB |
| IlyaGusev/saiga_llama3_8b | FP16 | 65.23 tok/sEstimated Auto-generated benchmark | 17GB |
| mistralai/Mistral-7B-v0.1 | FP16 | 65.16 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2-1.5B-Instruct | FP16 | 65.10 tok/sEstimated Auto-generated benchmark | 11GB |
| trl-internal-testing/tiny-random-LlamaForCausalLM | FP16 | 65.09 tok/sEstimated Auto-generated benchmark | 15GB |
| mistralai/Mistral-7B-Instruct-v0.2 | FP16 | 64.98 tok/sEstimated Auto-generated benchmark | 15GB |
| MiniMaxAI/MiniMax-M2 | FP16 | 64.96 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/VibeVoice-1.5B | FP16 | 64.95 tok/sEstimated Auto-generated benchmark | 11GB |
| skt/kogpt2-base-v2 | FP16 | 64.83 tok/sEstimated Auto-generated benchmark | 15GB |
| meta-llama/Meta-Llama-3-8B-Instruct | FP16 | 64.61 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen-Image-Edit-2509 | FP16 | 64.56 tok/sEstimated Auto-generated benchmark | 16GB |
| HuggingFaceTB/SmolLM2-135M | FP16 | 64.43 tok/sEstimated Auto-generated benchmark | 15GB |
| rednote-hilab/dots.ocr | FP16 | 64.43 tok/sEstimated Auto-generated benchmark | 15GB |
| unsloth/Meta-Llama-3.1-8B-Instruct | FP16 | 64.42 tok/sEstimated Auto-generated benchmark | 17GB |
| meta-llama/Llama-3.2-3B-Instruct | FP16 | 64.38 tok/sEstimated Auto-generated benchmark | 7GB |
| facebook/opt-125m | FP16 | 64.30 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/Phi-3-mini-128k-instruct | FP16 | 64.15 tok/sEstimated Auto-generated benchmark | 15GB |
| Tongyi-MAI/Z-Image-Turbo | FP16 | 64.02 tok/sEstimated Auto-generated benchmark | 16GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507 | Q8 | 64.02 tok/sEstimated Auto-generated benchmark | 31GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit | Q8 | 63.92 tok/sEstimated Auto-generated benchmark | 31GB |
| Qwen/Qwen3-8B | FP16 | 63.85 tok/sEstimated Auto-generated benchmark | 17GB |
| EleutherAI/pythia-70m-deduped | FP16 | 63.83 tok/sEstimated Auto-generated benchmark | 15GB |
| RedHatAI/Meta-Llama-3.1-70B-Instruct-quantized.w4a16 | Q4 | 63.74 tok/sEstimated Auto-generated benchmark | 34GB |
| HuggingFaceTB/SmolLM-135M | FP16 | 63.69 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-Coder-7B-Instruct | FP16 | 63.63 tok/sEstimated Auto-generated benchmark | 15GB |
| GSAI-ML/LLaDA-8B-Instruct | FP16 | 63.53 tok/sEstimated Auto-generated benchmark | 17GB |
| HuggingFaceM4/tiny-random-LlamaForCausalLM | FP16 | 63.53 tok/sEstimated Auto-generated benchmark | 15GB |
| black-forest-labs/FLUX.2-dev | FP16 | 63.43 tok/sEstimated Auto-generated benchmark | 16GB |
| Qwen/Qwen3-0.6B-Base | FP16 | 63.43 tok/sEstimated Auto-generated benchmark | 13GB |
| microsoft/Phi-4-multimodal-instruct | FP16 | 63.33 tok/sEstimated Auto-generated benchmark | 15GB |
| 01-ai/Yi-1.5-34B-Chat | Q4 | 63.25 tok/sEstimated Auto-generated benchmark | 18GB |
| openai/gpt-oss-20b | Q8 | 63.25 tok/sEstimated Auto-generated benchmark | 20GB |
| meta-llama/Llama-3.3-70B-Instruct | Q4 | 63.23 tok/sEstimated Auto-generated benchmark | 34GB |
| Qwen/Qwen2.5-32B-Instruct | Q4 | 63.22 tok/sEstimated Auto-generated benchmark | 16GB |
| Qwen/Qwen2.5-7B-Instruct | FP16 | 63.17 tok/sEstimated Auto-generated benchmark | 16GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit | FP16 | 63.06 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen2.5-Coder-1.5B | FP16 | 63.04 tok/sEstimated Auto-generated benchmark | 11GB |
| meta-llama/Llama-2-7b-chat-hf | FP16 | 62.96 tok/sEstimated Auto-generated benchmark | 15GB |
| kaitchup/Phi-3-mini-4k-instruct-gptq-4bit | FP16 | 62.95 tok/sEstimated Auto-generated benchmark | 9GB |
| meta-llama/Meta-Llama-3-70B-Instruct | Q4 | 62.94 tok/sEstimated Auto-generated benchmark | 34GB |
| meta-llama/Llama-Guard-3-8B | FP16 | 62.92 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen2.5-32B | Q4 | 62.90 tok/sEstimated Auto-generated benchmark | 16GB |
| llamafactory/tiny-random-Llama-3 | FP16 | 62.88 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-Coder-30B-A3B-Instruct | Q8 | 62.83 tok/sEstimated Auto-generated benchmark | 31GB |
| Qwen/Qwen2.5-1.5B | FP16 | 62.71 tok/sEstimated Auto-generated benchmark | 11GB |
| EleutherAI/gpt-neo-125m | FP16 | 62.71 tok/sEstimated Auto-generated benchmark | 15GB |
| deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct | FP16 | 62.67 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/DialoGPT-medium | FP16 | 62.65 tok/sEstimated Auto-generated benchmark | 15GB |
| unsloth/gpt-oss-20b-BF16 | Q8 | 62.63 tok/sEstimated Auto-generated benchmark | 20GB |
| unsloth/DeepSeek-R1-Distill-Qwen-32B-bnb-4bit | Q4 | 62.57 tok/sEstimated Auto-generated benchmark | 16GB |
| Qwen/Qwen2.5-7B-Instruct | FP16 | 62.42 tok/sEstimated Auto-generated benchmark | 15GB |
| google/gemma-2-27b-it | Q8 | 62.30 tok/sEstimated Auto-generated benchmark | 28GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-32B | Q4 | 62.30 tok/sEstimated Auto-generated benchmark | 16GB |
| deepseek-ai/DeepSeek-R1-0528 | FP16 | 62.28 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-30B-A3B | Q8 | 62.10 tok/sEstimated Auto-generated benchmark | 31GB |
| openai-community/gpt2 | FP16 | 62.06 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-Reranker-0.6B | FP16 | 61.86 tok/sEstimated Auto-generated benchmark | 13GB |
| Qwen/Qwen2.5-0.5B | FP16 | 61.83 tok/sEstimated Auto-generated benchmark | 11GB |
| google/gemma-3-270m-it | FP16 | 61.82 tok/sEstimated Auto-generated benchmark | 15GB |
| liuhaotian/llava-v1.5-7b | FP16 | 61.79 tok/sEstimated Auto-generated benchmark | 15GB |
| vikhyatk/moondream2 | FP16 | 61.76 tok/sEstimated Auto-generated benchmark | 15GB |
| sshleifer/tiny-gpt2 | FP16 | 61.60 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/phi-4 | FP16 | 61.41 tok/sEstimated Auto-generated benchmark | 15GB |
| ibm-granite/granite-docling-258M | FP16 | 61.40 tok/sEstimated Auto-generated benchmark | 15GB |
| black-forest-labs/FLUX.1-dev | FP16 | 61.30 tok/sEstimated Auto-generated benchmark | 16GB |
| Qwen/Qwen2-0.5B | FP16 | 61.11 tok/sEstimated Auto-generated benchmark | 11GB |
| meta-llama/Llama-3.1-8B | FP16 | 60.60 tok/sEstimated Auto-generated benchmark | 17GB |
| RedHatAI/Llama-3.3-70B-Instruct-FP8-dynamic | Q4 | 60.59 tok/sEstimated Auto-generated benchmark | 34GB |
| BSC-LT/salamandraTA-7b-instruct | FP16 | 60.54 tok/sEstimated Auto-generated benchmark | 15GB |
| codellama/CodeLlama-34b-hf | Q4 | 60.44 tok/sEstimated Auto-generated benchmark | 17GB |
| deepseek-ai/DeepSeek-R1-Distill-Llama-8B | FP16 | 60.35 tok/sEstimated Auto-generated benchmark | 17GB |
| deepseek-ai/deepseek-coder-33b-instruct | Q4 | 60.30 tok/sEstimated Auto-generated benchmark | 17GB |
| dphn/dolphin-2.9.1-yi-1.5-34b | Q4 | 60.21 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen3-4B-Instruct-2507 | FP16 | 60.15 tok/sEstimated Auto-generated benchmark | 9GB |
| mlx-community/gpt-oss-20b-MXFP4-Q8 | Q8 | 60.10 tok/sEstimated Auto-generated benchmark | 20GB |
| deepseek-ai/DeepSeek-V3.1 | FP16 | 60.07 tok/sEstimated Auto-generated benchmark | 15GB |
| rinna/japanese-gpt-neox-small | FP16 | 59.96 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-8B-Base | FP16 | 59.83 tok/sEstimated Auto-generated benchmark | 17GB |
| tencent/HunyuanVideo-1.5 | FP16 | 59.81 tok/sEstimated Auto-generated benchmark | 16GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B | FP16 | 59.77 tok/sEstimated Auto-generated benchmark | 11GB |
| distilbert/distilgpt2 | FP16 | 59.77 tok/sEstimated Auto-generated benchmark | 15GB |
| Gensyn/Qwen2.5-0.5B-Instruct | FP16 | 59.76 tok/sEstimated Auto-generated benchmark | 11GB |
| meta-llama/Llama-2-7b-hf | FP16 | 59.53 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2-0.5B-Instruct | FP16 | 59.49 tok/sEstimated Auto-generated benchmark | 11GB |
| Qwen/Qwen3-30B-A3B-Thinking-2507 | Q8 | 59.42 tok/sEstimated Auto-generated benchmark | 31GB |
| moonshotai/Kimi-Linear-48B-A3B-Instruct | Q4 | 59.36 tok/sEstimated Auto-generated benchmark | 25GB |
| openai-community/gpt2-large | FP16 | 59.27 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-Embedding-4B | FP16 | 59.16 tok/sEstimated Auto-generated benchmark | 9GB |
| microsoft/DialoGPT-small | FP16 | 59.05 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/Phi-4-mini-instruct | FP16 | 58.98 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-7B | FP16 | 58.98 tok/sEstimated Auto-generated benchmark | 15GB |
| bigscience/bloomz-560m | FP16 | 58.97 tok/sEstimated Auto-generated benchmark | 15GB |
| trl-internal-testing/tiny-Qwen2ForCausalLM-2.5 | FP16 | 58.84 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/Phi-3-mini-4k-instruct | FP16 | 58.70 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507-FP8 | Q8 | 58.69 tok/sEstimated Auto-generated benchmark | 31GB |
| microsoft/Phi-3.5-mini-instruct | FP16 | 58.63 tok/sEstimated Auto-generated benchmark | 8GB |
| openai/gpt-oss-safeguard-20b | Q8 | 58.62 tok/sEstimated Auto-generated benchmark | 22GB |
| Qwen/Qwen3-4B-Thinking-2507-FP8 | FP16 | 58.56 tok/sEstimated Auto-generated benchmark | 9GB |
| openai-community/gpt2-medium | FP16 | 58.37 tok/sEstimated Auto-generated benchmark | 15GB |
| openai-community/gpt2-xl | FP16 | 58.37 tok/sEstimated Auto-generated benchmark | 15GB |
| NousResearch/Meta-Llama-3.1-8B-Instruct | FP16 | 58.36 tok/sEstimated Auto-generated benchmark | 17GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-8bit | FP16 | 58.07 tok/sEstimated Auto-generated benchmark | 17GB |
| Alibaba-NLP/gte-Qwen2-1.5B-instruct | FP16 | 57.75 tok/sEstimated Auto-generated benchmark | 11GB |
| huggyllama/llama-7b | FP16 | 57.74 tok/sEstimated Auto-generated benchmark | 15GB |
| lmsys/vicuna-7b-v1.5 | FP16 | 57.59 tok/sEstimated Auto-generated benchmark | 15GB |
| zai-org/GLM-4.6-FP8 | FP16 | 57.57 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-Coder-32B-Instruct | Q4 | 57.54 tok/sEstimated Auto-generated benchmark | 17GB |
| numind/NuExtract-1.5 | FP16 | 57.52 tok/sEstimated Auto-generated benchmark | 15GB |
| hmellor/tiny-random-LlamaForCausalLM | FP16 | 57.43 tok/sEstimated Auto-generated benchmark | 15GB |
| unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit | FP16 | 57.21 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen3-4B | FP16 | 56.92 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen3-Embedding-8B | FP16 | 56.68 tok/sEstimated Auto-generated benchmark | 17GB |
| moonshotai/Kimi-K2-Thinking | Q4 | 56.28 tok/sEstimated Auto-generated benchmark | 489GB |
| baichuan-inc/Baichuan-M2-32B | Q4 | 55.06 tok/sEstimated Auto-generated benchmark | 16GB |
| Qwen/Qwen2.5-32B-Instruct | Q4 | 54.92 tok/sEstimated Auto-generated benchmark | 17GB |
| meta-llama/Llama-3.1-70B-Instruct | Q4 | 54.52 tok/sEstimated Auto-generated benchmark | 34GB |
| Qwen/QwQ-32B-Preview | Q4 | 54.01 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen3-32B | Q4 | 53.13 tok/sEstimated Auto-generated benchmark | 16GB |
| deepseek-ai/DeepSeek-V2.5 | Q4 | 52.80 tok/sEstimated Auto-generated benchmark | 328GB |
| nvidia/NVIDIA-Nemotron-Nano-9B-v2 | FP16 | 51.30 tok/sEstimated Auto-generated benchmark | 19GB |
| google/gemma-2-9b-it | FP16 | 51.07 tok/sEstimated Auto-generated benchmark | 20GB |
| Qwen/Qwen3-14B | FP16 | 50.98 tok/sEstimated Auto-generated benchmark | 29GB |
| EssentialAI/rnj-1 | FP16 | 50.61 tok/sEstimated Auto-generated benchmark | 19GB |
| OpenPipe/Qwen3-14B-Instruct | FP16 | 50.29 tok/sEstimated Auto-generated benchmark | 29GB |
| microsoft/Phi-3-medium-128k-instruct | FP16 | 50.11 tok/sEstimated Auto-generated benchmark | 29GB |
| ai-forever/ruGPT-3.5-13B | FP16 | 48.49 tok/sEstimated Auto-generated benchmark | 27GB |
| Qwen/Qwen2.5-14B-Instruct | FP16 | 48.48 tok/sEstimated Auto-generated benchmark | 29GB |
| Qwen/Qwen2.5-14B-Instruct | FP16 | 48.22 tok/sEstimated Auto-generated benchmark | 30GB |
| NousResearch/Hermes-3-Llama-3.1-8B | FP16 | 47.96 tok/sEstimated Auto-generated benchmark | 17GB |
| meta-llama/Llama-2-13b-chat-hf | FP16 | 47.73 tok/sEstimated Auto-generated benchmark | 27GB |
| Qwen/Qwen3-14B-Base | FP16 | 45.67 tok/sEstimated Auto-generated benchmark | 29GB |
| dphn/dolphin-2.9.1-yi-1.5-34b | Q8 | 44.15 tok/sEstimated Auto-generated benchmark | 35GB |
| codellama/CodeLlama-34b-hf | Q8 | 43.80 tok/sEstimated Auto-generated benchmark | 35GB |
| meta-llama/Llama-3.1-8B-Instruct | FP16 | 43.63 tok/sEstimated Auto-generated benchmark | 17GB |
| mistralai/Ministral-3-14B-Instruct-2512 | FP16 | 43.48 tok/sEstimated Auto-generated benchmark | 32GB |
| Qwen/Qwen2.5-32B | Q8 | 43.47 tok/sEstimated Auto-generated benchmark | 33GB |
| moonshotai/Kimi-K2-Thinking | Q8 | 43.10 tok/sEstimated Auto-generated benchmark | 978GB |
| Qwen/Qwen2.5-14B | FP16 | 42.97 tok/sEstimated Auto-generated benchmark | 29GB |
| moonshotai/Kimi-Linear-48B-A3B-Instruct | Q8 | 42.46 tok/sEstimated Auto-generated benchmark | 50GB |
| meta-llama/Llama-3.3-70B-Instruct | Q8 | 42.32 tok/sEstimated Auto-generated benchmark | 68GB |
| Qwen/Qwen2.5-Coder-32B-Instruct | Q8 | 42.28 tok/sEstimated Auto-generated benchmark | 34GB |
| RedHatAI/Meta-Llama-3.1-70B-Instruct-quantized.w4a16 | Q8 | 42.07 tok/sEstimated Auto-generated benchmark | 68GB |
| 01-ai/Yi-1.5-34B-Chat | Q8 | 41.39 tok/sEstimated Auto-generated benchmark | 35GB |
| Qwen/Qwen2.5-32B-Instruct | Q8 | 41.30 tok/sEstimated Auto-generated benchmark | 33GB |
| Qwen/Qwen2.5-32B-Instruct | Q8 | 41.06 tok/sEstimated Auto-generated benchmark | 34GB |
| RedHatAI/Llama-3.3-70B-Instruct-FP8-dynamic | Q8 | 40.70 tok/sEstimated Auto-generated benchmark | 68GB |
| Qwen/Qwen3-32B | Q8 | 40.48 tok/sEstimated Auto-generated benchmark | 33GB |
| mistralai/Mixtral-8x22B-Instruct-v0.1 | Q4 | 39.71 tok/sEstimated Auto-generated benchmark | 69GB |
| baichuan-inc/Baichuan-M2-32B | Q8 | 38.48 tok/sEstimated Auto-generated benchmark | 33GB |
| Qwen/QwQ-32B-Preview | Q8 | 38.40 tok/sEstimated Auto-generated benchmark | 34GB |
| mistralai/Mistral-Small-Instruct-2409 | FP16 | 37.68 tok/sEstimated Auto-generated benchmark | 46GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-32B | Q8 | 37.35 tok/sEstimated Auto-generated benchmark | 33GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit | FP16 | 37.26 tok/sEstimated Auto-generated benchmark | 61GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-5bit | FP16 | 37.13 tok/sEstimated Auto-generated benchmark | 61GB |
| unsloth/DeepSeek-R1-Distill-Qwen-32B-bnb-4bit | Q8 | 37.13 tok/sEstimated Auto-generated benchmark | 33GB |
| meta-llama/Llama-3.1-70B-Instruct | Q8 | 37.10 tok/sEstimated Auto-generated benchmark | 68GB |
| deepseek-ai/deepseek-coder-33b-instruct | Q8 | 37.04 tok/sEstimated Auto-generated benchmark | 34GB |
| deepseek-ai/DeepSeek-V2.5 | Q8 | 36.90 tok/sEstimated Auto-generated benchmark | 656GB |
| Qwen/Qwen3-Coder-30B-A3B-Instruct | FP16 | 36.87 tok/sEstimated Auto-generated benchmark | 61GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit | FP16 | 36.79 tok/sEstimated Auto-generated benchmark | 61GB |
| meta-llama/Meta-Llama-3-70B-Instruct | Q8 | 36.73 tok/sEstimated Auto-generated benchmark | 68GB |
| unsloth/gpt-oss-20b-BF16 | FP16 | 36.58 tok/sEstimated Auto-generated benchmark | 41GB |
| Qwen/Qwen2.5-72B-Instruct | Q4 | 36.42 tok/sEstimated Auto-generated benchmark | 36GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct-FP8 | Q4 | 36.42 tok/sEstimated Auto-generated benchmark | 39GB |
| Qwen/Qwen2.5-Math-72B-Instruct | Q4 | 36.16 tok/sEstimated Auto-generated benchmark | 36GB |
| Qwen/Qwen3-30B-A3B-Thinking-2507 | FP16 | 36.09 tok/sEstimated Auto-generated benchmark | 61GB |
| mlx-community/gpt-oss-20b-MXFP4-Q8 | FP16 | 36.06 tok/sEstimated Auto-generated benchmark | 41GB |
| meta-llama/Llama-3.1-70B-Instruct | Q4 | 35.94 tok/sEstimated Auto-generated benchmark | 34GB |
| nvidia/Llama-3.1-Nemotron-70B-Instruct-HF | Q4 | 35.66 tok/sEstimated Auto-generated benchmark | 34GB |
| Qwen/Qwen3-30B-A3B | FP16 | 35.43 tok/sEstimated Auto-generated benchmark | 61GB |
| NousResearch/Hermes-3-Llama-3.1-70B | Q4 | 35.41 tok/sEstimated Auto-generated benchmark | 34GB |
| google/gemma-2-27b-it | FP16 | 35.07 tok/sEstimated Auto-generated benchmark | 56GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-4bit | FP16 | 34.95 tok/sEstimated Auto-generated benchmark | 61GB |
| Qwen/Qwen2.5-72B-Instruct | Q4 | 34.89 tok/sEstimated Auto-generated benchmark | 35GB |
| AI-MO/Kimina-Prover-72B | Q4 | 34.65 tok/sEstimated Auto-generated benchmark | 35GB |
| openai/gpt-oss-20b | FP16 | 34.53 tok/sEstimated Auto-generated benchmark | 41GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507-FP8 | FP16 | 34.29 tok/sEstimated Auto-generated benchmark | 61GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking | Q4 | 34.13 tok/sEstimated Auto-generated benchmark | 39GB |
| unsloth/gpt-oss-20b-unsloth-bnb-4bit | FP16 | 33.18 tok/sEstimated Auto-generated benchmark | 41GB |
| meta-llama/Llama-3.3-70B-Instruct | Q4 | 33.08 tok/sEstimated Auto-generated benchmark | 34GB |
| RedHatAI/Llama-3.2-90B-Vision-Instruct-FP8-dynamic | Q4 | 32.67 tok/sEstimated Auto-generated benchmark | 44GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507 | FP16 | 32.36 tok/sEstimated Auto-generated benchmark | 61GB |
| openai/gpt-oss-safeguard-20b | FP16 | 31.93 tok/sEstimated Auto-generated benchmark | 44GB |
| mistralai/Mistral-Large-Instruct-2411 | Q4 | 31.62 tok/sEstimated Auto-generated benchmark | 60GB |
| openai/gpt-oss-120b | Q4 | 31.16 tok/sEstimated Auto-generated benchmark | 59GB |
| mistralai/Mixtral-8x22B-Instruct-v0.1 | Q8 | 30.84 tok/sEstimated Auto-generated benchmark | 138GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking-FP8 | Q4 | 30.59 tok/sEstimated Auto-generated benchmark | 39GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct | Q4 | 30.47 tok/sEstimated Auto-generated benchmark | 39GB |
| deepseek-ai/DeepSeek-Math-V2 | Q4 | 27.12 tok/sEstimated Auto-generated benchmark | 383GB |
| AI-MO/Kimina-Prover-72B | Q8 | 25.42 tok/sEstimated Auto-generated benchmark | 70GB |
| deepseek-ai/DeepSeek-Coder-V2-Instruct-0724 | Q4 | 25.23 tok/sEstimated Auto-generated benchmark | 115GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct | Q8 | 25.00 tok/sEstimated Auto-generated benchmark | 78GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct-FP8 | Q8 | 24.91 tok/sEstimated Auto-generated benchmark | 78GB |
| Qwen/Qwen2.5-72B-Instruct | Q8 | 24.90 tok/sEstimated Auto-generated benchmark | 71GB |
| Qwen/Qwen3-32B | FP16 | 23.91 tok/sEstimated Auto-generated benchmark | 66GB |
| meta-llama/Meta-Llama-3-70B-Instruct | FP16 | 23.72 tok/sEstimated Auto-generated benchmark | 137GB |
| meta-llama/Llama-3.1-70B-Instruct | Q8 | 23.51 tok/sEstimated Auto-generated benchmark | 69GB |
| Qwen/Qwen2.5-32B-Instruct | FP16 | 23.40 tok/sEstimated Auto-generated benchmark | 66GB |
| moonshotai/Kimi-K2-Thinking | FP16 | 23.37 tok/sEstimated Auto-generated benchmark | 1956GB |
| meta-llama/Llama-3.3-70B-Instruct | Q8 | 23.19 tok/sEstimated Auto-generated benchmark | 69GB |
| 01-ai/Yi-1.5-34B-Chat | FP16 | 23.05 tok/sEstimated Auto-generated benchmark | 70GB |
| nvidia/Llama-3.1-Nemotron-70B-Instruct-HF | Q8 | 22.95 tok/sEstimated Auto-generated benchmark | 69GB |
| dphn/dolphin-2.9.1-yi-1.5-34b | FP16 | 22.93 tok/sEstimated Auto-generated benchmark | 70GB |
| Qwen/Qwen2.5-Coder-32B-Instruct | FP16 | 22.79 tok/sEstimated Auto-generated benchmark | 67GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking-FP8 | Q8 | 22.65 tok/sEstimated Auto-generated benchmark | 78GB |
| Qwen/Qwen2.5-32B | FP16 | 22.61 tok/sEstimated Auto-generated benchmark | 66GB |
| RedHatAI/Llama-3.2-90B-Vision-Instruct-FP8-dynamic | Q8 | 22.60 tok/sEstimated Auto-generated benchmark | 88GB |
| NousResearch/Hermes-3-Llama-3.1-70B | Q8 | 22.46 tok/sEstimated Auto-generated benchmark | 69GB |
| Qwen/QwQ-32B-Preview | FP16 | 22.34 tok/sEstimated Auto-generated benchmark | 67GB |
| meta-llama/Llama-3.3-70B-Instruct | FP16 | 22.29 tok/sEstimated Auto-generated benchmark | 137GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking | Q8 | 22.05 tok/sEstimated Auto-generated benchmark | 78GB |
| mistralai/Mistral-Large-Instruct-2411 | Q8 | 21.94 tok/sEstimated Auto-generated benchmark | 120GB |
| Qwen/Qwen2.5-Math-72B-Instruct | Q8 | 21.84 tok/sEstimated Auto-generated benchmark | 71GB |
| Qwen/Qwen2.5-32B-Instruct | FP16 | 21.68 tok/sEstimated Auto-generated benchmark | 67GB |
| openai/gpt-oss-120b | Q8 | 21.66 tok/sEstimated Auto-generated benchmark | 117GB |
| Qwen/Qwen2.5-72B-Instruct | Q8 | 21.64 tok/sEstimated Auto-generated benchmark | 70GB |
| codellama/CodeLlama-34b-hf | FP16 | 21.62 tok/sEstimated Auto-generated benchmark | 70GB |
| deepseek-ai/DeepSeek-V2.5 | FP16 | 21.38 tok/sEstimated Auto-generated benchmark | 1312GB |
| MiniMaxAI/MiniMax-M1-40k | Q4 | 21.23 tok/sEstimated Auto-generated benchmark | 255GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-32B | FP16 | 20.94 tok/sEstimated Auto-generated benchmark | 66GB |
| meta-llama/Llama-3.1-70B-Instruct | FP16 | 20.71 tok/sEstimated Auto-generated benchmark | 137GB |
| RedHatAI/Llama-3.3-70B-Instruct-FP8-dynamic | FP16 | 20.57 tok/sEstimated Auto-generated benchmark | 137GB |
| RedHatAI/Meta-Llama-3.1-70B-Instruct-quantized.w4a16 | FP16 | 20.56 tok/sEstimated Auto-generated benchmark | 137GB |
| baichuan-inc/Baichuan-M2-32B | FP16 | 20.13 tok/sEstimated Auto-generated benchmark | 66GB |
| Qwen/Qwen3-235B-A22B | Q4 | 20.11 tok/sEstimated Auto-generated benchmark | 115GB |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | Q4 | 20.02 tok/sEstimated Auto-generated benchmark | 378GB |
| moonshotai/Kimi-Linear-48B-A3B-Instruct | FP16 | 20.02 tok/sEstimated Auto-generated benchmark | 101GB |
| unsloth/DeepSeek-R1-Distill-Qwen-32B-bnb-4bit | FP16 | 19.91 tok/sEstimated Auto-generated benchmark | 66GB |
| deepseek-ai/deepseek-coder-33b-instruct | FP16 | 19.85 tok/sEstimated Auto-generated benchmark | 68GB |
| MiniMaxAI/MiniMax-VL-01 | Q4 | 19.44 tok/sEstimated Auto-generated benchmark | 256GB |
| deepseek-ai/DeepSeek-Math-V2 | Q8 | 17.81 tok/sEstimated Auto-generated benchmark | 766GB |
| deepseek-ai/DeepSeek-Coder-V2-Instruct-0724 | Q8 | 16.94 tok/sEstimated Auto-generated benchmark | 231GB |
| mistralai/Mixtral-8x22B-Instruct-v0.1 | FP16 | 14.93 tok/sEstimated Auto-generated benchmark | 275GB |
| Qwen/Qwen3-235B-A22B | Q8 | 14.43 tok/sEstimated Auto-generated benchmark | 230GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking | FP16 | 13.69 tok/sEstimated Auto-generated benchmark | 156GB |
| RedHatAI/Llama-3.2-90B-Vision-Instruct-FP8-dynamic | FP16 | 13.63 tok/sEstimated Auto-generated benchmark | 176GB |
| Qwen/Qwen2.5-72B-Instruct | FP16 | 13.50 tok/sEstimated Auto-generated benchmark | 141GB |
| MiniMaxAI/MiniMax-VL-01 | Q8 | 13.44 tok/sEstimated Auto-generated benchmark | 511GB |
| meta-llama/Llama-3.3-70B-Instruct | FP16 | 13.38 tok/sEstimated Auto-generated benchmark | 138GB |
| meta-llama/Llama-3.1-70B-Instruct | FP16 | 13.30 tok/sEstimated Auto-generated benchmark | 138GB |
| MiniMaxAI/MiniMax-M1-40k | Q8 | 13.10 tok/sEstimated Auto-generated benchmark | 510GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking-FP8 | FP16 | 13.01 tok/sEstimated Auto-generated benchmark | 156GB |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | Q8 | 12.86 tok/sEstimated Auto-generated benchmark | 755GB |
| openai/gpt-oss-120b | FP16 | 12.81 tok/sEstimated Auto-generated benchmark | 235GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct | FP16 | 12.79 tok/sEstimated Auto-generated benchmark | 156GB |
| AI-MO/Kimina-Prover-72B | FP16 | 12.62 tok/sEstimated Auto-generated benchmark | 141GB |
| Qwen/Qwen2.5-72B-Instruct | FP16 | 12.61 tok/sEstimated Auto-generated benchmark | 142GB |
| Qwen/Qwen2.5-Math-72B-Instruct | FP16 | 12.11 tok/sEstimated Auto-generated benchmark | 142GB |
| nvidia/Llama-3.1-Nemotron-70B-Instruct-HF | FP16 | 12.05 tok/sEstimated Auto-generated benchmark | 138GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct-FP8 | FP16 | 11.57 tok/sEstimated Auto-generated benchmark | 156GB |
| NousResearch/Hermes-3-Llama-3.1-70B | FP16 | 11.45 tok/sEstimated Auto-generated benchmark | 138GB |
| mistralai/Mistral-Large-Instruct-2411 | FP16 | 11.33 tok/sEstimated Auto-generated benchmark | 240GB |
| deepseek-ai/DeepSeek-Math-V2 | FP16 | 10.29 tok/sEstimated Auto-generated benchmark | 1532GB |
| deepseek-ai/DeepSeek-Coder-V2-Instruct-0724 | FP16 | 9.82 tok/sEstimated Auto-generated benchmark | 461GB |
| MiniMaxAI/MiniMax-M1-40k | FP16 | 7.96 tok/sEstimated Auto-generated benchmark | 1020GB |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | FP16 | 7.67 tok/sEstimated Auto-generated benchmark | 1509GB |
| MiniMaxAI/MiniMax-VL-01 | FP16 | 7.65 tok/sEstimated Auto-generated benchmark | 1021GB |
| Qwen/Qwen3-235B-A22B | FP16 | 7.47 tok/sEstimated Auto-generated benchmark | 460GB |
Note: Performance estimates are calculated. Real results may vary. Methodology · Submit real data
| Model | Quantization | Verdict | Estimated speed | VRAM needed |
|---|---|---|---|---|
| mistralai/Mistral-Large-3-675B-Instruct-2512 | FP16 | Not supported | 7.67 tok/sEstimated | 1509GB (have 48GB) |
| EssentialAI/rnj-1 | Q4 | Fits comfortably | 121.92 tok/sEstimated | 5GB (have 48GB) |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | Q4 | Not supported | 20.02 tok/sEstimated | 378GB (have 48GB) |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | Q8 | Not supported | 12.86 tok/sEstimated | 755GB (have 48GB) |
| EssentialAI/rnj-1 | FP16 | Fits comfortably | 50.61 tok/sEstimated | 19GB (have 48GB) |
| EssentialAI/rnj-1 | Q8 | Fits comfortably | 95.19 tok/sEstimated | 10GB (have 48GB) |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B | Q4 | Fits comfortably | 165.64 tok/sEstimated | 3GB (have 48GB) |
| google-t5/t5-3b | Q4 | Fits comfortably | 187.26 tok/sEstimated | 2GB (have 48GB) |
| Qwen/Qwen3-8B | FP16 | Fits comfortably | 56.86 tok/sEstimated | 17GB (have 48GB) |
| zai-org/GLM-4.6-FP8 | FP16 | Fits comfortably | 69.07 tok/sEstimated | 15GB (have 48GB) |
| microsoft/DialoGPT-medium | FP16 | Fits comfortably | 68.89 tok/sEstimated | 15GB (have 48GB) |
| MiniMaxAI/MiniMax-M2 | FP16 | Fits comfortably | 58.71 tok/sEstimated | 15GB (have 48GB) |
| Qwen/Qwen2-0.5B | Q4 | Fits comfortably | 151.58 tok/sEstimated | 3GB (have 48GB) |
| Qwen/Qwen2-0.5B | Q8 | Fits comfortably | 114.38 tok/sEstimated | 5GB (have 48GB) |
| zai-org/GLM-4.6-FP8 | Q4 | Fits comfortably | 155.50 tok/sEstimated | 4GB (have 48GB) |
| Qwen/Qwen3-4B | Q8 | Fits comfortably | 107.65 tok/sEstimated | 4GB (have 48GB) |
| mistralai/Mistral-7B-v0.1 | Q8 | Fits comfortably | 106.88 tok/sEstimated | 7GB (have 48GB) |
| deepseek-ai/DeepSeek-V3.1 | FP16 | Fits comfortably | 57.53 tok/sEstimated | 15GB (have 48GB) |
| zai-org/GLM-4.5-Air | FP16 | Fits comfortably | 62.82 tok/sEstimated | 15GB (have 48GB) |
| unsloth/Meta-Llama-3.1-8B-Instruct | FP16 | Fits comfortably | 56.86 tok/sEstimated | 17GB (have 48GB) |
| Qwen/Qwen2.5-Math-1.5B | FP16 | Fits comfortably | 63.54 tok/sEstimated | 11GB (have 48GB) |
| trl-internal-testing/tiny-random-LlamaForCausalLM | FP16 | Fits comfortably | 64.48 tok/sEstimated | 15GB (have 48GB) |
| EleutherAI/gpt-neo-125m | Q4 | Fits comfortably | 169.02 tok/sEstimated | 4GB (have 48GB) |
| EleutherAI/gpt-neo-125m | Q8 | Fits comfortably | 110.68 tok/sEstimated | 7GB (have 48GB) |
| EleutherAI/gpt-neo-125m | FP16 | Fits comfortably | 65.25 tok/sEstimated | 15GB (have 48GB) |
| meta-llama/Llama-3.2-3B | Q4 | Fits comfortably | 178.93 tok/sEstimated | 2GB (have 48GB) |
| unsloth/Llama-3.2-3B-Instruct | Q4 | Fits comfortably | 184.44 tok/sEstimated | 2GB (have 48GB) |
| Qwen/Qwen3-1.7B-Base | FP16 | Fits comfortably | 66.94 tok/sEstimated | 15GB (have 48GB) |
| ibm-granite/granite-3.3-8b-instruct | Q4 | Fits comfortably | 181.43 tok/sEstimated | 4GB (have 48GB) |
| ibm-granite/granite-3.3-8b-instruct | FP16 | Fits comfortably | 57.47 tok/sEstimated | 17GB (have 48GB) |
| Qwen/Qwen2.5-0.5B | Q8 | Fits comfortably | 122.00 tok/sEstimated | 5GB (have 48GB) |
| tencent/HunyuanOCR | FP16 | Fits comfortably | 82.40 tok/sEstimated | 3GB (have 48GB) |
| deepseek-ai/DeepSeek-Coder-V2-Instruct-0724 | FP16 | Not supported | 9.71 tok/sEstimated | 461GB (have 48GB) |
| microsoft/phi-4 | FP16 | Fits comfortably | 64.36 tok/sEstimated | 15GB (have 48GB) |
| facebook/sam3 | Q4 | Fits comfortably | 198.95 tok/sEstimated | 1GB (have 48GB) |
| facebook/sam3 | Q8 | Fits comfortably | 150.35 tok/sEstimated | 1GB (have 48GB) |
| mistralai/Ministral-3-14B-Instruct-2512 | Q4 | Fits comfortably | 118.37 tok/sEstimated | 8GB (have 48GB) |
| mistralai/Ministral-3-14B-Instruct-2512 | Q8 | Fits comfortably | 91.72 tok/sEstimated | 16GB (have 48GB) |
| mistralai/Ministral-3-14B-Instruct-2512 | FP16 | Fits comfortably | 44.71 tok/sEstimated | 32GB (have 48GB) |
| meta-llama/Llama-Guard-3-8B | FP16 | Fits comfortably | 61.07 tok/sEstimated | 17GB (have 48GB) |
| microsoft/Phi-3-mini-128k-instruct | FP16 | Fits comfortably | 58.34 tok/sEstimated | 15GB (have 48GB) |
| mistralai/Mistral-7B-Instruct-v0.2 | Q4 | Fits comfortably | 153.89 tok/sEstimated | 4GB (have 48GB) |
| RedHatAI/Llama-3.3-70B-Instruct-FP8-dynamic | Q4 | Fits comfortably | 55.46 tok/sEstimated | 34GB (have 48GB) |
| meta-llama/Llama-3.2-3B-Instruct | Q8 | Fits comfortably | 138.06 tok/sEstimated | 3GB (have 48GB) |
| meta-llama/Llama-3.2-3B-Instruct | FP16 | Fits comfortably | 73.26 tok/sEstimated | 6GB (have 48GB) |
| vikhyatk/moondream2 | FP16 | Fits comfortably | 60.02 tok/sEstimated | 15GB (have 48GB) |
| petals-team/StableBeluga2 | Q8 | Fits comfortably | 106.12 tok/sEstimated | 7GB (have 48GB) |
| microsoft/Phi-3-mini-4k-instruct | FP16 | Fits comfortably | 66.56 tok/sEstimated | 15GB (have 48GB) |
| openai-community/gpt2-large | Q4 | Fits comfortably | 180.10 tok/sEstimated | 4GB (have 48GB) |
| openai-community/gpt2-large | Q8 | Fits comfortably | 123.20 tok/sEstimated | 7GB (have 48GB) |
| Qwen/Qwen3-1.7B | Q4 | Fits comfortably | 167.26 tok/sEstimated | 4GB (have 48GB) |
| Qwen/Qwen3-1.7B | Q8 | Fits comfortably | 110.15 tok/sEstimated | 7GB (have 48GB) |
| MiniMaxAI/MiniMax-M2 | Q8 | Fits comfortably | 106.56 tok/sEstimated | 7GB (have 48GB) |
| Qwen/Qwen2.5-32B | FP16 | Not supported | 21.57 tok/sEstimated | 66GB (have 48GB) |
| meta-llama/Llama-3.1-8B-Instruct | Q8 | Fits comfortably | 90.28 tok/sEstimated | 9GB (have 48GB) |
| black-forest-labs/FLUX.1-dev | Q8 | Fits comfortably | 124.98 tok/sEstimated | 8GB (have 48GB) |
| tencent/HunyuanVideo-1.5 | Q4 | Fits comfortably | 150.35 tok/sEstimated | 4GB (have 48GB) |
| tencent/HunyuanVideo-1.5 | Q8 | Fits comfortably | 119.92 tok/sEstimated | 8GB (have 48GB) |
| tencent/HunyuanVideo-1.5 | FP16 | Fits comfortably | 66.31 tok/sEstimated | 16GB (have 48GB) |
| nari-labs/Dia2-2B | Q4 | Fits comfortably | 180.24 tok/sEstimated | 2GB (have 48GB) |
| nari-labs/Dia2-2B | Q8 | Fits comfortably | 138.62 tok/sEstimated | 3GB (have 48GB) |
| nari-labs/Dia2-2B | FP16 | Fits comfortably | 68.05 tok/sEstimated | 5GB (have 48GB) |
| Qwen/Qwen3-30B-A3B-Instruct-2507 | FP16 | Not supported | 35.11 tok/sEstimated | 61GB (have 48GB) |
| Qwen/Qwen3-30B-A3B-Instruct-2507 | Q8 | Fits comfortably | 61.72 tok/sEstimated | 31GB (have 48GB) |
| Qwen/QwQ-32B-Preview | Q8 | Fits comfortably | 39.12 tok/sEstimated | 34GB (have 48GB) |
| Qwen/Qwen3-30B-A3B-Instruct-2507 | Q4 | Fits comfortably | 93.88 tok/sEstimated | 15GB (have 48GB) |
| google-t5/t5-3b | FP16 | Fits comfortably | 68.06 tok/sEstimated | 6GB (have 48GB) |
| Qwen/Qwen3-Reranker-0.6B | Q8 | Fits comfortably | 116.51 tok/sEstimated | 6GB (have 48GB) |
| meta-llama/Meta-Llama-3-8B-Instruct | Q8 | Fits comfortably | 107.20 tok/sEstimated | 9GB (have 48GB) |
| meta-llama/Meta-Llama-3-8B-Instruct | FP16 | Fits comfortably | 61.83 tok/sEstimated | 17GB (have 48GB) |
| unsloth/gpt-oss-20b-BF16 | Q8 | Fits comfortably | 67.26 tok/sEstimated | 20GB (have 48GB) |
| HuggingFaceTB/SmolLM-135M | FP16 | Fits comfortably | 66.12 tok/sEstimated | 15GB (have 48GB) |
| Qwen/Qwen2.5-Math-1.5B | Q4 | Fits comfortably | 154.86 tok/sEstimated | 3GB (have 48GB) |
| openai-community/gpt2-medium | FP16 | Fits comfortably | 61.29 tok/sEstimated | 15GB (have 48GB) |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit | Q8 | Fits comfortably | 117.52 tok/sEstimated | 4GB (have 48GB) |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit | FP16 | Fits comfortably | 61.67 tok/sEstimated | 9GB (have 48GB) |
| openai-community/gpt2-xl | FP16 | Fits comfortably | 63.70 tok/sEstimated | 15GB (have 48GB) |
| meta-llama/Llama-Guard-3-8B | Q4 | Fits comfortably | 164.53 tok/sEstimated | 4GB (have 48GB) |
| microsoft/Phi-4-multimodal-instruct | Q4 | Fits comfortably | 150.49 tok/sEstimated | 4GB (have 48GB) |
| microsoft/Phi-4-multimodal-instruct | Q8 | Fits comfortably | 124.92 tok/sEstimated | 7GB (have 48GB) |
| Qwen/Qwen3-4B | FP16 | Fits comfortably | 61.75 tok/sEstimated | 9GB (have 48GB) |
| sshleifer/tiny-gpt2 | Q8 | Fits comfortably | 114.81 tok/sEstimated | 7GB (have 48GB) |
| Qwen/QwQ-32B-Preview | Q4 | Fits comfortably | 56.87 tok/sEstimated | 17GB (have 48GB) |
| deepseek-ai/DeepSeek-V3-0324 | Q4 | Fits comfortably | 178.60 tok/sEstimated | 4GB (have 48GB) |
| microsoft/Phi-4-multimodal-instruct | FP16 | Fits comfortably | 58.19 tok/sEstimated | 15GB (have 48GB) |
| Qwen/Qwen3-Embedding-4B | Q4 | Fits comfortably | 165.58 tok/sEstimated | 2GB (have 48GB) |
| Qwen/Qwen3-Embedding-4B | Q8 | Fits comfortably | 107.21 tok/sEstimated | 4GB (have 48GB) |
| Qwen/Qwen3-Embedding-4B | FP16 | Fits comfortably | 65.48 tok/sEstimated | 9GB (have 48GB) |
| unsloth/gpt-oss-20b-unsloth-bnb-4bit | Q8 | Fits comfortably | 65.23 tok/sEstimated | 20GB (have 48GB) |
| Qwen/Qwen3-1.7B-Base | Q4 | Fits comfortably | 154.49 tok/sEstimated | 4GB (have 48GB) |
| Qwen/Qwen3-1.7B-Base | Q8 | Fits comfortably | 122.59 tok/sEstimated | 7GB (have 48GB) |
| Qwen/Qwen3-Coder-30B-A3B-Instruct | Q8 | Fits comfortably | 59.01 tok/sEstimated | 31GB (have 48GB) |
| Qwen/Qwen3-Coder-30B-A3B-Instruct | FP16 | Not supported | 33.67 tok/sEstimated | 61GB (have 48GB) |
| Qwen/QwQ-32B-Preview | FP16 | Not supported | 22.78 tok/sEstimated | 67GB (have 48GB) |
| Qwen/Qwen2.5-Coder-32B-Instruct | FP16 | Not supported | 21.79 tok/sEstimated | 67GB (have 48GB) |
| Qwen/Qwen2.5-32B-Instruct | Q4 | Fits comfortably | 61.56 tok/sEstimated | 17GB (have 48GB) |
| deepseek-ai/DeepSeek-Coder-V2-Instruct-0724 | Q8 | Not supported | 16.28 tok/sEstimated | 231GB (have 48GB) |
| Qwen/Qwen3-30B-A3B | Q8 | Fits comfortably | 58.07 tok/sEstimated | 31GB (have 48GB) |
| Qwen/Qwen3-30B-A3B | FP16 | Not supported | 37.07 tok/sEstimated | 61GB (have 48GB) |
| microsoft/phi-4 | Q8 | Fits comfortably | 127.32 tok/sEstimated | 7GB (have 48GB) |
Note: Performance estimates are calculated. Real results may vary. Methodology · Submit real data
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