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Quick Answer: AMD Instinct MI210 offers 64GB VRAM and starts around current market pricing. It delivers approximately 320 tokens/sec on deepseek-ai/DeepSeek-OCR. 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 |
|---|---|---|---|
| deepseek-ai/DeepSeek-OCR | Q4 | 320.29 tok/sEstimated Auto-generated benchmark | 2GB |
| ibm-granite/granite-3.3-2b-instruct | Q4 | 313.05 tok/sEstimated Auto-generated benchmark | 1GB |
| Qwen/Qwen2.5-3B-Instruct | Q4 | 310.97 tok/sEstimated Auto-generated benchmark | 2GB |
| context-labs/meta-llama-Llama-3.2-3B-Instruct-FP16 | Q4 | 304.47 tok/sEstimated Auto-generated benchmark | 2GB |
| meta-llama/Llama-3.2-1B | Q4 | 304.40 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-3.2-3B | Q4 | 303.48 tok/sEstimated Auto-generated benchmark | 2GB |
| unsloth/gemma-3-1b-it | Q4 | 301.87 tok/sEstimated Auto-generated benchmark | 1GB |
| google/gemma-2-2b-it | Q4 | 301.15 tok/sEstimated Auto-generated benchmark | 1GB |
| ibm-research/PowerMoE-3b | Q4 | 297.97 tok/sEstimated Auto-generated benchmark | 2GB |
| deepseek-ai/deepseek-coder-1.3b-instruct | Q4 | 296.00 tok/sEstimated Auto-generated benchmark | 2GB |
| apple/OpenELM-1_1B-Instruct | Q4 | 294.95 tok/sEstimated Auto-generated benchmark | 1GB |
| google/embeddinggemma-300m | Q4 | 294.69 tok/sEstimated Auto-generated benchmark | 1GB |
| tencent/HunyuanOCR | Q4 | 293.63 tok/sEstimated Auto-generated benchmark | 1GB |
| google-bert/bert-base-uncased | Q4 | 292.16 tok/sEstimated Auto-generated benchmark | 1GB |
| facebook/sam3 | Q4 | 291.64 tok/sEstimated Auto-generated benchmark | 1GB |
| unsloth/Llama-3.2-1B-Instruct | Q4 | 290.33 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-Guard-3-1B | Q4 | 289.80 tok/sEstimated Auto-generated benchmark | 1GB |
| google/gemma-2b | Q4 | 289.47 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-3.2-3B-Instruct | Q4 | 287.44 tok/sEstimated Auto-generated benchmark | 2GB |
| unsloth/Llama-3.2-3B-Instruct | Q4 | 286.12 tok/sEstimated Auto-generated benchmark | 2GB |
| meta-llama/Llama-3.2-1B-Instruct | Q4 | 285.88 tok/sEstimated Auto-generated benchmark | 1GB |
| LiquidAI/LFM2-1.2B | Q4 | 280.83 tok/sEstimated Auto-generated benchmark | 1GB |
| nari-labs/Dia2-2B | Q4 | 278.57 tok/sEstimated Auto-generated benchmark | 2GB |
| TinyLlama/TinyLlama-1.1B-Chat-v1.0 | Q4 | 277.15 tok/sEstimated Auto-generated benchmark | 1GB |
| WeiboAI/VibeThinker-1.5B | Q4 | 274.06 tok/sEstimated Auto-generated benchmark | 1GB |
| inference-net/Schematron-3B | Q4 | 272.43 tok/sEstimated Auto-generated benchmark | 2GB |
| google/gemma-3-1b-it | Q4 | 270.10 tok/sEstimated Auto-generated benchmark | 1GB |
| allenai/OLMo-2-0425-1B | Q4 | 269.22 tok/sEstimated Auto-generated benchmark | 1GB |
| bigcode/starcoder2-3b | Q4 | 267.70 tok/sEstimated Auto-generated benchmark | 2GB |
| google-t5/t5-3b | Q4 | 267.36 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen3-4B-Thinking-2507 | Q4 | 261.01 tok/sEstimated Auto-generated benchmark | 2GB |
| GSAI-ML/LLaDA-8B-Base | Q4 | 260.40 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/DialoGPT-small | Q4 | 260.18 tok/sEstimated Auto-generated benchmark | 4GB |
| vikhyatk/moondream2 | Q4 | 259.49 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-1.5B-Instruct | Q4 | 259.49 tok/sEstimated Auto-generated benchmark | 3GB |
| facebook/opt-125m | Q4 | 259.16 tok/sEstimated Auto-generated benchmark | 4GB |
| llamafactory/tiny-random-Llama-3 | Q4 | 259.13 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-3B | Q4 | 258.98 tok/sEstimated Auto-generated benchmark | 2GB |
| ibm-granite/granite-docling-258M | Q4 | 258.83 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-1.7B-Base | Q4 | 258.77 tok/sEstimated Auto-generated benchmark | 4GB |
| Tongyi-MAI/Z-Image-Turbo | Q4 | 258.19 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-Coder-7B-Instruct | Q4 | 258.08 tok/sEstimated Auto-generated benchmark | 4GB |
| ibm-granite/granite-3.3-8b-instruct | Q4 | 257.77 tok/sEstimated Auto-generated benchmark | 4GB |
| HuggingFaceTB/SmolLM2-135M | Q4 | 257.58 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/DialoGPT-medium | Q4 | 257.58 tok/sEstimated Auto-generated benchmark | 4GB |
| mistralai/Mistral-7B-Instruct-v0.1 | Q4 | 257.42 tok/sEstimated Auto-generated benchmark | 4GB |
| numind/NuExtract-1.5 | Q4 | 256.89 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/phi-4 | Q4 | 256.76 tok/sEstimated Auto-generated benchmark | 4GB |
| unsloth/mistral-7b-v0.3-bnb-4bit | Q4 | 256.74 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-3-mini-128k-instruct | Q4 | 255.98 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-Embedding-4B | Q4 | 255.22 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen2.5-1.5B | Q4 | 253.49 tok/sEstimated Auto-generated benchmark | 3GB |
| trl-internal-testing/tiny-Qwen2ForCausalLM-2.5 | Q4 | 253.01 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-3.2-3B-Instruct | Q4 | 252.77 tok/sEstimated Auto-generated benchmark | 2GB |
| meta-llama/Meta-Llama-3-8B | Q4 | 252.74 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2-0.5B-Instruct | Q4 | 251.96 tok/sEstimated Auto-generated benchmark | 3GB |
| HuggingFaceTB/SmolLM-135M | Q4 | 251.32 tok/sEstimated Auto-generated benchmark | 4GB |
| EleutherAI/gpt-neo-125m | Q4 | 251.26 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen-Image-Edit-2509 | Q4 | 250.92 tok/sEstimated Auto-generated benchmark | 4GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-8bit | Q4 | 250.83 tok/sEstimated Auto-generated benchmark | 2GB |
| deepseek-ai/DeepSeek-R1-0528 | Q4 | 250.61 tok/sEstimated Auto-generated benchmark | 4GB |
| swiss-ai/Apertus-8B-Instruct-2509 | Q4 | 250.39 tok/sEstimated Auto-generated benchmark | 4GB |
| openai-community/gpt2-large | Q4 | 250.36 tok/sEstimated Auto-generated benchmark | 4GB |
| NousResearch/Meta-Llama-3.1-8B-Instruct | Q4 | 250.19 tok/sEstimated Auto-generated benchmark | 4GB |
| rednote-hilab/dots.ocr | Q4 | 250.04 tok/sEstimated Auto-generated benchmark | 4GB |
| unsloth/Meta-Llama-3.1-8B-Instruct | Q4 | 249.85 tok/sEstimated Auto-generated benchmark | 4GB |
| black-forest-labs/FLUX.1-dev | Q4 | 249.52 tok/sEstimated Auto-generated benchmark | 4GB |
| distilbert/distilgpt2 | Q4 | 249.04 tok/sEstimated Auto-generated benchmark | 4GB |
| Alibaba-NLP/gte-Qwen2-1.5B-instruct | Q4 | 248.98 tok/sEstimated Auto-generated benchmark | 3GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-8bit | Q4 | 248.92 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B-Instruct-2507 | Q4 | 248.77 tok/sEstimated Auto-generated benchmark | 2GB |
| microsoft/Phi-4-multimodal-instruct | Q4 | 248.50 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-2-7b-chat-hf | Q4 | 248.45 tok/sEstimated Auto-generated benchmark | 4GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-4bit | Q4 | 248.35 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen3-0.6B | Q4 | 248.00 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen3-1.7B | Q4 | 247.82 tok/sEstimated Auto-generated benchmark | 4GB |
| mistralai/Mistral-7B-Instruct-v0.2 | Q4 | 247.26 tok/sEstimated Auto-generated benchmark | 4GB |
| tencent/HunyuanVideo-1.5 | Q4 | 247.18 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Meta-Llama-3-8B-Instruct | Q4 | 246.70 tok/sEstimated Auto-generated benchmark | 4GB |
| kaitchup/Phi-3-mini-4k-instruct-gptq-4bit | Q4 | 245.86 tok/sEstimated Auto-generated benchmark | 2GB |
| unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit | Q4 | 245.76 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-8B-Base | Q4 | 245.71 tok/sEstimated Auto-generated benchmark | 4GB |
| zai-org/GLM-4.5-Air | Q4 | 245.49 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-V3.1 | Q4 | 245.05 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-4-mini-instruct | Q4 | 244.91 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B | Q4 | 244.78 tok/sEstimated Auto-generated benchmark | 3GB |
| allenai/Olmo-3-7B-Think | Q4 | 244.78 tok/sEstimated Auto-generated benchmark | 4GB |
| MiniMaxAI/MiniMax-M2 | Q4 | 243.81 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-R1-Distill-Llama-8B | Q4 | 243.35 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-R1 | Q4 | 243.30 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-3.1-8B | Q4 | 242.65 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-7B | Q4 | 242.12 tok/sEstimated Auto-generated benchmark | 4GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-4bit | Q4 | 242.06 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-7B | Q4 | 241.57 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-7B-Instruct | Q4 | 241.00 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-3.5-mini-instruct | Q4 | 239.31 tok/sEstimated Auto-generated benchmark | 4GB |
| openai-community/gpt2-xl | Q4 | 238.30 tok/sEstimated Auto-generated benchmark | 4GB |
| bigscience/bloomz-560m | Q4 | 237.89 tok/sEstimated Auto-generated benchmark | 4GB |
| EleutherAI/pythia-70m-deduped | Q4 | 237.70 tok/sEstimated Auto-generated benchmark | 4GB |
| black-forest-labs/FLUX.2-dev | Q4 | 237.45 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-Embedding-8B | Q4 | 237.27 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/phi-2 | Q4 | 236.48 tok/sEstimated Auto-generated benchmark | 4GB |
| BSC-LT/salamandraTA-7b-instruct | Q4 | 234.72 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-Reranker-0.6B | Q4 | 233.47 tok/sEstimated Auto-generated benchmark | 3GB |
| microsoft/Phi-3-mini-4k-instruct | Q4 | 232.84 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-8B | Q4 | 232.03 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-0.5B | Q4 | 231.88 tok/sEstimated Auto-generated benchmark | 3GB |
| Gensyn/Qwen2.5-0.5B-Instruct | Q4 | 231.72 tok/sEstimated Auto-generated benchmark | 3GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit | Q4 | 231.24 tok/sEstimated Auto-generated benchmark | 2GB |
| trl-internal-testing/tiny-LlamaForCausalLM-3.2 | Q4 | 231.00 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-7B-Instruct | Q4 | 230.45 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2-7B-Instruct | Q4 | 230.22 tok/sEstimated Auto-generated benchmark | 4GB |
| openai-community/gpt2-medium | Q4 | 229.03 tok/sEstimated Auto-generated benchmark | 4GB |
| dicta-il/dictalm2.0-instruct | Q4 | 228.78 tok/sEstimated Auto-generated benchmark | 4GB |
| lmsys/vicuna-7b-v1.5 | Q4 | 227.30 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-Embedding-0.6B | Q4 | 226.47 tok/sEstimated Auto-generated benchmark | 3GB |
| meta-llama/Llama-Guard-3-8B | Q4 | 226.47 tok/sEstimated Auto-generated benchmark | 4GB |
| liuhaotian/llava-v1.5-7b | Q4 | 226.41 tok/sEstimated Auto-generated benchmark | 4GB |
| mistralai/Mistral-7B-v0.1 | Q4 | 226.01 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B-Thinking-2507-FP8 | Q4 | 225.84 tok/sEstimated Auto-generated benchmark | 2GB |
| meta-llama/Llama-2-7b-hf | Q4 | 224.90 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2-0.5B | Q4 | 224.81 tok/sEstimated Auto-generated benchmark | 3GB |
| petals-team/StableBeluga2 | Q4 | 224.09 tok/sEstimated Auto-generated benchmark | 4GB |
| openai-community/gpt2 | Q4 | 224.01 tok/sEstimated Auto-generated benchmark | 4GB |
| hmellor/tiny-random-LlamaForCausalLM | Q4 | 223.70 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B-Base | Q4 | 222.54 tok/sEstimated Auto-generated benchmark | 2GB |
| deepseek-ai/DeepSeek-OCR | Q8 | 222.22 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-3.5-mini-instruct | Q4 | 222.12 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen2.5-Coder-1.5B | Q4 | 221.78 tok/sEstimated Auto-generated benchmark | 3GB |
| microsoft/VibeVoice-1.5B | Q4 | 220.60 tok/sEstimated Auto-generated benchmark | 3GB |
| IlyaGusev/saiga_llama3_8b | Q4 | 220.40 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-V3 | Q4 | 220.40 tok/sEstimated Auto-generated benchmark | 4GB |
| unsloth/Llama-3.2-1B-Instruct | Q8 | 219.38 tok/sEstimated Auto-generated benchmark | 1GB |
| Qwen/Qwen2-1.5B-Instruct | Q4 | 219.09 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen3-0.6B-Base | Q4 | 218.93 tok/sEstimated Auto-generated benchmark | 3GB |
| google/gemma-3-270m-it | Q4 | 218.79 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-8B-FP8 | Q4 | 218.64 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-Math-1.5B | Q4 | 217.78 tok/sEstimated Auto-generated benchmark | 3GB |
| deepseek-ai/DeepSeek-V3-0324 | Q4 | 217.69 tok/sEstimated Auto-generated benchmark | 4GB |
| trl-internal-testing/tiny-random-LlamaForCausalLM | Q4 | 217.58 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct | Q4 | 217.45 tok/sEstimated Auto-generated benchmark | 4GB |
| skt/kogpt2-base-v2 | Q4 | 217.15 tok/sEstimated Auto-generated benchmark | 4GB |
| GSAI-ML/LLaDA-8B-Instruct | Q4 | 216.35 tok/sEstimated Auto-generated benchmark | 4GB |
| rinna/japanese-gpt-neox-small | Q4 | 216.31 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-3.1-8B-Instruct | Q4 | 216.14 tok/sEstimated Auto-generated benchmark | 4GB |
| zai-org/GLM-4.6-FP8 | Q4 | 215.84 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B | Q4 | 215.76 tok/sEstimated Auto-generated benchmark | 2GB |
| HuggingFaceH4/zephyr-7b-beta | Q4 | 215.70 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-3.5-vision-instruct | Q4 | 215.65 tok/sEstimated Auto-generated benchmark | 4GB |
| huggyllama/llama-7b | Q4 | 215.58 tok/sEstimated Auto-generated benchmark | 4GB |
| HuggingFaceM4/tiny-random-LlamaForCausalLM | Q4 | 215.57 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-0.5B-Instruct | Q4 | 215.03 tok/sEstimated Auto-generated benchmark | 3GB |
| sshleifer/tiny-gpt2 | Q4 | 214.98 tok/sEstimated Auto-generated benchmark | 4GB |
| allenai/OLMo-2-0425-1B | Q8 | 214.96 tok/sEstimated Auto-generated benchmark | 1GB |
| tencent/HunyuanOCR | Q8 | 214.92 tok/sEstimated Auto-generated benchmark | 2GB |
| google/gemma-2b | Q8 | 214.35 tok/sEstimated Auto-generated benchmark | 2GB |
| parler-tts/parler-tts-large-v1 | Q4 | 214.12 tok/sEstimated Auto-generated benchmark | 4GB |
| google-t5/t5-3b | Q8 | 214.01 tok/sEstimated Auto-generated benchmark | 3GB |
| TinyLlama/TinyLlama-1.1B-Chat-v1.0 | Q8 | 213.69 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-Guard-3-1B | Q8 | 210.15 tok/sEstimated Auto-generated benchmark | 1GB |
| bigcode/starcoder2-3b | Q8 | 208.52 tok/sEstimated Auto-generated benchmark | 3GB |
| meta-llama/Llama-3.2-3B | Q8 | 207.68 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen2.5-3B-Instruct | Q8 | 207.38 tok/sEstimated Auto-generated benchmark | 3GB |
| context-labs/meta-llama-Llama-3.2-3B-Instruct-FP16 | Q8 | 206.25 tok/sEstimated Auto-generated benchmark | 3GB |
| apple/OpenELM-1_1B-Instruct | Q8 | 206.11 tok/sEstimated Auto-generated benchmark | 1GB |
| deepseek-ai/deepseek-coder-1.3b-instruct | Q8 | 205.68 tok/sEstimated Auto-generated benchmark | 3GB |
| unsloth/Llama-3.2-3B-Instruct | Q8 | 200.94 tok/sEstimated Auto-generated benchmark | 3GB |
| WeiboAI/VibeThinker-1.5B | Q8 | 200.52 tok/sEstimated Auto-generated benchmark | 2GB |
| nari-labs/Dia2-2B | Q8 | 200.47 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen3-14B | Q4 | 195.67 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Llama-3.2-1B-Instruct | Q8 | 195.35 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-3.2-3B-Instruct | Q8 | 192.88 tok/sEstimated Auto-generated benchmark | 3GB |
| inference-net/Schematron-3B | Q8 | 192.58 tok/sEstimated Auto-generated benchmark | 3GB |
| meta-llama/Llama-3.2-1B | Q8 | 191.76 tok/sEstimated Auto-generated benchmark | 1GB |
| LiquidAI/LFM2-1.2B | Q8 | 191.53 tok/sEstimated Auto-generated benchmark | 2GB |
| unsloth/gemma-3-1b-it | Q8 | 190.83 tok/sEstimated Auto-generated benchmark | 1GB |
| google/gemma-3-1b-it | Q8 | 190.18 tok/sEstimated Auto-generated benchmark | 1GB |
| Qwen/Qwen2.5-3B | Q8 | 189.99 tok/sEstimated Auto-generated benchmark | 3GB |
| ibm-research/PowerMoE-3b | Q8 | 189.63 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen2.5-14B-Instruct | Q4 | 189.27 tok/sEstimated Auto-generated benchmark | 7GB |
| google/gemma-2-9b-it | Q4 | 189.03 tok/sEstimated Auto-generated benchmark | 5GB |
| google/embeddinggemma-300m | Q8 | 187.71 tok/sEstimated Auto-generated benchmark | 1GB |
| OpenPipe/Qwen3-14B-Instruct | Q4 | 185.65 tok/sEstimated Auto-generated benchmark | 7GB |
| EssentialAI/rnj-1 | Q4 | 184.83 tok/sEstimated Auto-generated benchmark | 5GB |
| mistralai/Ministral-3-14B-Instruct-2512 | Q4 | 184.37 tok/sEstimated Auto-generated benchmark | 8GB |
| google/gemma-2-2b-it | Q8 | 183.86 tok/sEstimated Auto-generated benchmark | 2GB |
| BSC-LT/salamandraTA-7b-instruct | Q8 | 182.55 tok/sEstimated Auto-generated benchmark | 7GB |
| llamafactory/tiny-random-Llama-3 | Q8 | 182.41 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-0.5B | Q8 | 182.08 tok/sEstimated Auto-generated benchmark | 5GB |
| openai-community/gpt2-large | Q8 | 182.04 tok/sEstimated Auto-generated benchmark | 7GB |
| ibm-granite/granite-3.3-2b-instruct | Q8 | 181.60 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen2.5-0.5B-Instruct | Q8 | 181.50 tok/sEstimated Auto-generated benchmark | 5GB |
| Qwen/Qwen2-0.5B | Q8 | 181.41 tok/sEstimated Auto-generated benchmark | 5GB |
| trl-internal-testing/tiny-Qwen2ForCausalLM-2.5 | Q8 | 180.93 tok/sEstimated Auto-generated benchmark | 7GB |
| mistralai/Mistral-7B-v0.1 | Q8 | 180.90 tok/sEstimated Auto-generated benchmark | 7GB |
| rinna/japanese-gpt-neox-small | Q8 | 180.78 tok/sEstimated Auto-generated benchmark | 7GB |
| google-bert/bert-base-uncased | Q8 | 180.69 tok/sEstimated Auto-generated benchmark | 1GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-8bit | Q8 | 180.53 tok/sEstimated Auto-generated benchmark | 4GB |
| unsloth/mistral-7b-v0.3-bnb-4bit | Q8 | 180.21 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-7B-Instruct | Q8 | 180.17 tok/sEstimated Auto-generated benchmark | 8GB |
| facebook/sam3 | Q8 | 179.68 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-3.1-8B-Instruct | Q4 | 179.49 tok/sEstimated Auto-generated benchmark | 4GB |
| swiss-ai/Apertus-8B-Instruct-2509 | Q8 | 179.35 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen3-1.7B | Q8 | 179.17 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Llama-3.1-8B | Q8 | 178.95 tok/sEstimated Auto-generated benchmark | 9GB |
| Gensyn/Qwen2.5-0.5B-Instruct | Q8 | 178.67 tok/sEstimated Auto-generated benchmark | 5GB |
| meta-llama/Llama-2-13b-chat-hf | Q4 | 178.63 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-4B-Thinking-2507-FP8 | Q8 | 177.25 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-Embedding-8B | Q8 | 177.20 tok/sEstimated Auto-generated benchmark | 9GB |
| vikhyatk/moondream2 | Q8 | 176.83 tok/sEstimated Auto-generated benchmark | 7GB |
| nvidia/NVIDIA-Nemotron-Nano-9B-v2 | Q4 | 176.58 tok/sEstimated Auto-generated benchmark | 5GB |
| Qwen/Qwen-Image-Edit-2509 | Q8 | 176.36 tok/sEstimated Auto-generated benchmark | 8GB |
| Qwen/Qwen3-0.6B | Q8 | 176.36 tok/sEstimated Auto-generated benchmark | 6GB |
| HuggingFaceH4/zephyr-7b-beta | Q8 | 176.25 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-7B | Q8 | 176.03 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/Phi-3-medium-128k-instruct | Q4 | 176.01 tok/sEstimated Auto-generated benchmark | 7GB |
| huggyllama/llama-7b | Q8 | 175.95 tok/sEstimated Auto-generated benchmark | 7GB |
| petals-team/StableBeluga2 | Q8 | 175.90 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/Phi-4-mini-instruct | Q8 | 175.68 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/Phi-3-mini-128k-instruct | Q8 | 175.47 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Llama-2-7b-chat-hf | Q8 | 175.17 tok/sEstimated Auto-generated benchmark | 7GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-8bit | Q8 | 174.65 tok/sEstimated Auto-generated benchmark | 9GB |
| trl-internal-testing/tiny-LlamaForCausalLM-3.2 | Q8 | 173.97 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/DeepSeek-R1-Distill-Llama-8B | Q8 | 173.92 tok/sEstimated Auto-generated benchmark | 9GB |
| IlyaGusev/saiga_llama3_8b | Q8 | 173.82 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen2.5-Math-1.5B | Q8 | 173.53 tok/sEstimated Auto-generated benchmark | 5GB |
| deepseek-ai/DeepSeek-V3 | Q8 | 173.46 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-4B-Base | Q8 | 172.84 tok/sEstimated Auto-generated benchmark | 4GB |
| kaitchup/Phi-3-mini-4k-instruct-gptq-4bit | Q8 | 172.34 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct | Q8 | 172.17 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2-0.5B-Instruct | Q8 | 171.86 tok/sEstimated Auto-generated benchmark | 5GB |
| Qwen/Qwen2.5-14B | Q4 | 171.15 tok/sEstimated Auto-generated benchmark | 7GB |
| ibm-granite/granite-3.3-8b-instruct | Q8 | 171.07 tok/sEstimated Auto-generated benchmark | 9GB |
| bigscience/bloomz-560m | Q8 | 170.97 tok/sEstimated Auto-generated benchmark | 7GB |
| black-forest-labs/FLUX.2-dev | Q8 | 170.92 tok/sEstimated Auto-generated benchmark | 8GB |
| microsoft/Phi-4-multimodal-instruct | Q8 | 170.55 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Llama-Guard-3-8B | Q8 | 170.42 tok/sEstimated Auto-generated benchmark | 9GB |
| GSAI-ML/LLaDA-8B-Instruct | Q8 | 170.32 tok/sEstimated Auto-generated benchmark | 9GB |
| Tongyi-MAI/Z-Image-Turbo | Q8 | 170.01 tok/sEstimated Auto-generated benchmark | 8GB |
| MiniMaxAI/MiniMax-M2 | Q8 | 169.50 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-1.7B-Base | Q8 | 169.22 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Meta-Llama-3-8B | Q8 | 169.07 tok/sEstimated Auto-generated benchmark | 9GB |
| microsoft/Phi-3-mini-4k-instruct | Q8 | 168.94 tok/sEstimated Auto-generated benchmark | 7GB |
| sshleifer/tiny-gpt2 | Q8 | 168.56 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-14B-Instruct | Q4 | 168.50 tok/sEstimated Auto-generated benchmark | 8GB |
| microsoft/phi-4 | Q8 | 168.14 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-1.5B-Instruct | Q8 | 167.90 tok/sEstimated Auto-generated benchmark | 5GB |
| facebook/opt-125m | Q8 | 167.89 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Llama-3.2-3B-Instruct | Q8 | 167.50 tok/sEstimated Auto-generated benchmark | 3GB |
| microsoft/Phi-3.5-vision-instruct | Q8 | 167.05 tok/sEstimated Auto-generated benchmark | 7GB |
| allenai/Olmo-3-7B-Think | Q8 | 166.88 tok/sEstimated Auto-generated benchmark | 8GB |
| Qwen/Qwen2.5-7B | Q8 | 166.65 tok/sEstimated Auto-generated benchmark | 7GB |
| unsloth/Meta-Llama-3.1-8B-Instruct | Q8 | 165.65 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen3-8B-Base | Q8 | 165.53 tok/sEstimated Auto-generated benchmark | 9GB |
| mistralai/Mistral-7B-Instruct-v0.1 | Q8 | 165.40 tok/sEstimated Auto-generated benchmark | 7GB |
| distilbert/distilgpt2 | Q8 | 165.23 tok/sEstimated Auto-generated benchmark | 7GB |
| hmellor/tiny-random-LlamaForCausalLM | Q8 | 164.95 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/DeepSeek-V3-0324 | Q8 | 164.93 tok/sEstimated Auto-generated benchmark | 7GB |
| ai-forever/ruGPT-3.5-13B | Q4 | 164.90 tok/sEstimated Auto-generated benchmark | 7GB |
| rednote-hilab/dots.ocr | Q8 | 164.89 tok/sEstimated Auto-generated benchmark | 7GB |
| HuggingFaceTB/SmolLM-135M | Q8 | 164.84 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/VibeVoice-1.5B | Q8 | 164.78 tok/sEstimated Auto-generated benchmark | 5GB |
| mistralai/Mistral-7B-Instruct-v0.2 | Q8 | 164.69 tok/sEstimated Auto-generated benchmark | 7GB |
| HuggingFaceM4/tiny-random-LlamaForCausalLM | Q8 | 164.44 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-7B-Instruct | Q8 | 164.13 tok/sEstimated Auto-generated benchmark | 7GB |
| EleutherAI/pythia-70m-deduped | Q8 | 163.54 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-14B-Base | Q4 | 163.36 tok/sEstimated Auto-generated benchmark | 7GB |
| HuggingFaceTB/SmolLM2-135M | Q8 | 163.13 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-Embedding-4B | Q8 | 163.12 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B-Instruct-2507 | Q8 | 163.02 tok/sEstimated Auto-generated benchmark | 4GB |
| dicta-il/dictalm2.0-instruct | Q8 | 162.69 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-4B | Q8 | 162.23 tok/sEstimated Auto-generated benchmark | 4GB |
| tencent/HunyuanVideo-1.5 | Q8 | 161.80 tok/sEstimated Auto-generated benchmark | 8GB |
| lmsys/vicuna-7b-v1.5 | Q8 | 161.80 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Meta-Llama-3-8B-Instruct | Q8 | 160.76 tok/sEstimated Auto-generated benchmark | 9GB |
| microsoft/phi-2 | Q8 | 160.56 tok/sEstimated Auto-generated benchmark | 7GB |
| NousResearch/Hermes-3-Llama-3.1-8B | Q4 | 160.46 tok/sEstimated Auto-generated benchmark | 4GB |
| zai-org/GLM-4.5-Air | Q8 | 160.34 tok/sEstimated Auto-generated benchmark | 7GB |
| NousResearch/Meta-Llama-3.1-8B-Instruct | Q8 | 160.27 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen2.5-1.5B | Q8 | 160.22 tok/sEstimated Auto-generated benchmark | 5GB |
| microsoft/DialoGPT-medium | Q8 | 159.83 tok/sEstimated Auto-generated benchmark | 7GB |
| ibm-granite/granite-docling-258M | Q8 | 159.73 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-8B | Q8 | 159.47 tok/sEstimated Auto-generated benchmark | 9GB |
| meta-llama/Llama-3.1-8B-Instruct | Q8 | 159.24 tok/sEstimated Auto-generated benchmark | 9GB |
| numind/NuExtract-1.5 | Q8 | 159.17 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B | Q8 | 159.14 tok/sEstimated Auto-generated benchmark | 5GB |
| microsoft/Phi-3.5-mini-instruct | Q8 | 158.99 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B-Thinking-2507 | Q8 | 158.89 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-0.6B-Base | Q8 | 158.88 tok/sEstimated Auto-generated benchmark | 6GB |
| EleutherAI/gpt-neo-125m | Q8 | 158.43 tok/sEstimated Auto-generated benchmark | 7GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-4bit | Q8 | 158.37 tok/sEstimated Auto-generated benchmark | 9GB |
| unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit | Q8 | 158.19 tok/sEstimated Auto-generated benchmark | 9GB |
| meta-llama/Llama-2-7b-hf | Q8 | 157.73 tok/sEstimated Auto-generated benchmark | 7GB |
| openai-community/gpt2-medium | Q8 | 157.66 tok/sEstimated Auto-generated benchmark | 7GB |
| openai-community/gpt2 | Q8 | 156.70 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/DeepSeek-V3.1 | Q8 | 156.54 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/DeepSeek-R1 | Q8 | 156.32 tok/sEstimated Auto-generated benchmark | 7GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-4bit | Q8 | 156.30 tok/sEstimated Auto-generated benchmark | 4GB |
| black-forest-labs/FLUX.1-dev | Q8 | 156.06 tok/sEstimated Auto-generated benchmark | 8GB |
| GSAI-ML/LLaDA-8B-Base | Q8 | 155.86 tok/sEstimated Auto-generated benchmark | 9GB |
| deepseek-ai/DeepSeek-R1-0528 | Q8 | 155.81 tok/sEstimated Auto-generated benchmark | 7GB |
| openai-community/gpt2-xl | Q8 | 155.60 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2-7B-Instruct | Q8 | 154.62 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-8B-FP8 | Q8 | 154.59 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen2.5-Coder-1.5B | Q8 | 154.17 tok/sEstimated Auto-generated benchmark | 5GB |
| Qwen/Qwen2-1.5B-Instruct | Q8 | 153.79 tok/sEstimated Auto-generated benchmark | 5GB |
| liuhaotian/llava-v1.5-7b | Q8 | 153.57 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/DialoGPT-small | Q8 | 153.46 tok/sEstimated Auto-generated benchmark | 7GB |
| google/gemma-3-270m-it | Q8 | 153.18 tok/sEstimated Auto-generated benchmark | 7GB |
| parler-tts/parler-tts-large-v1 | Q8 | 152.99 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-Embedding-0.6B | Q8 | 152.96 tok/sEstimated Auto-generated benchmark | 6GB |
| Alibaba-NLP/gte-Qwen2-1.5B-instruct | Q8 | 152.93 tok/sEstimated Auto-generated benchmark | 5GB |
| skt/kogpt2-base-v2 | Q8 | 152.55 tok/sEstimated Auto-generated benchmark | 7GB |
| zai-org/GLM-4.6-FP8 | Q8 | 152.39 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-Reranker-0.6B | Q8 | 151.77 tok/sEstimated Auto-generated benchmark | 6GB |
| Qwen/Qwen2.5-Coder-7B-Instruct | Q8 | 151.69 tok/sEstimated Auto-generated benchmark | 7GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit | Q8 | 150.07 tok/sEstimated Auto-generated benchmark | 4GB |
| trl-internal-testing/tiny-random-LlamaForCausalLM | Q8 | 149.90 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/Phi-3.5-mini-instruct | Q8 | 149.82 tok/sEstimated Auto-generated benchmark | 7GB |
| openai/gpt-oss-20b | Q4 | 143.51 tok/sEstimated Auto-generated benchmark | 10GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-5bit | Q4 | 142.92 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507 | Q4 | 141.26 tok/sEstimated Auto-generated benchmark | 15GB |
| mlx-community/gpt-oss-20b-MXFP4-Q8 | Q4 | 140.17 tok/sEstimated Auto-generated benchmark | 10GB |
| Qwen/Qwen3-Coder-30B-A3B-Instruct | Q4 | 139.03 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-30B-A3B | Q4 | 138.46 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-14B | Q8 | 137.17 tok/sEstimated Auto-generated benchmark | 14GB |
| meta-llama/Llama-2-13b-chat-hf | Q8 | 136.01 tok/sEstimated Auto-generated benchmark | 13GB |
| google/gemma-2-27b-it | Q4 | 135.07 tok/sEstimated Auto-generated benchmark | 14GB |
| Qwen/Qwen3-30B-A3B-Thinking-2507 | Q4 | 134.52 tok/sEstimated Auto-generated benchmark | 15GB |
| nvidia/NVIDIA-Nemotron-Nano-9B-v2 | Q8 | 132.04 tok/sEstimated Auto-generated benchmark | 10GB |
| NousResearch/Hermes-3-Llama-3.1-8B | Q8 | 131.39 tok/sEstimated Auto-generated benchmark | 9GB |
| mistralai/Ministral-3-14B-Instruct-2512 | Q8 | 129.54 tok/sEstimated Auto-generated benchmark | 16GB |
| google/gemma-2-9b-it | Q8 | 128.73 tok/sEstimated Auto-generated benchmark | 10GB |
| unsloth/gpt-oss-20b-unsloth-bnb-4bit | Q4 | 127.06 tok/sEstimated Auto-generated benchmark | 10GB |
| ai-forever/ruGPT-3.5-13B | Q8 | 126.02 tok/sEstimated Auto-generated benchmark | 13GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-4bit | Q4 | 122.40 tok/sEstimated Auto-generated benchmark | 15GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit | Q4 | 122.22 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/Phi-3-medium-128k-instruct | Q8 | 122.20 tok/sEstimated Auto-generated benchmark | 14GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507-FP8 | Q4 | 120.24 tok/sEstimated Auto-generated benchmark | 15GB |
| openai/gpt-oss-safeguard-20b | Q4 | 119.99 tok/sEstimated Auto-generated benchmark | 11GB |
| tencent/HunyuanOCR | FP16 | 119.13 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen2.5-14B-Instruct | Q8 | 119.00 tok/sEstimated Auto-generated benchmark | 14GB |
| unsloth/gpt-oss-20b-BF16 | Q4 | 118.91 tok/sEstimated Auto-generated benchmark | 10GB |
| deepseek-ai/deepseek-coder-1.3b-instruct | FP16 | 118.70 tok/sEstimated Auto-generated benchmark | 6GB |
| Qwen/Qwen3-14B-Base | Q8 | 118.45 tok/sEstimated Auto-generated benchmark | 14GB |
| meta-llama/Llama-3.1-8B-Instruct | Q8 | 117.95 tok/sEstimated Auto-generated benchmark | 9GB |
| mistralai/Mistral-Small-Instruct-2409 | Q4 | 117.67 tok/sEstimated Auto-generated benchmark | 11GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit | Q4 | 117.65 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-14B | Q8 | 116.94 tok/sEstimated Auto-generated benchmark | 14GB |
| bigcode/starcoder2-3b | FP16 | 116.41 tok/sEstimated Auto-generated benchmark | 6GB |
| OpenPipe/Qwen3-14B-Instruct | Q8 | 115.87 tok/sEstimated Auto-generated benchmark | 14GB |
| meta-llama/Llama-3.2-1B-Instruct | FP16 | 115.63 tok/sEstimated Auto-generated benchmark | 2GB |
| unsloth/gemma-3-1b-it | FP16 | 114.76 tok/sEstimated Auto-generated benchmark | 2GB |
| EssentialAI/rnj-1 | Q8 | 114.49 tok/sEstimated Auto-generated benchmark | 10GB |
| nari-labs/Dia2-2B | FP16 | 113.97 tok/sEstimated Auto-generated benchmark | 5GB |
| Qwen/Qwen2.5-14B-Instruct | Q8 | 113.90 tok/sEstimated Auto-generated benchmark | 15GB |
| google-t5/t5-3b | FP16 | 113.40 tok/sEstimated Auto-generated benchmark | 6GB |
| LiquidAI/LFM2-1.2B | FP16 | 112.79 tok/sEstimated Auto-generated benchmark | 4GB |
| google-bert/bert-base-uncased | FP16 | 112.69 tok/sEstimated Auto-generated benchmark | 1GB |
| facebook/sam3 | FP16 | 111.66 tok/sEstimated Auto-generated benchmark | 2GB |
| ibm-granite/granite-3.3-2b-instruct | FP16 | 111.65 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-3.2-3B | FP16 | 110.82 tok/sEstimated Auto-generated benchmark | 6GB |
| google/gemma-3-1b-it | FP16 | 110.30 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen2.5-3B-Instruct | FP16 | 108.39 tok/sEstimated Auto-generated benchmark | 6GB |
| google/gemma-2b | FP16 | 107.87 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-OCR | FP16 | 107.51 tok/sEstimated Auto-generated benchmark | 7GB |
| apple/OpenELM-1_1B-Instruct | FP16 | 107.47 tok/sEstimated Auto-generated benchmark | 2GB |
| TinyLlama/TinyLlama-1.1B-Chat-v1.0 | FP16 | 107.06 tok/sEstimated Auto-generated benchmark | 2GB |
| google/gemma-2-2b-it | FP16 | 106.79 tok/sEstimated Auto-generated benchmark | 4GB |
| inference-net/Schematron-3B | FP16 | 105.25 tok/sEstimated Auto-generated benchmark | 6GB |
| meta-llama/Llama-Guard-3-1B | FP16 | 105.03 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen2.5-3B | FP16 | 104.01 tok/sEstimated Auto-generated benchmark | 6GB |
| meta-llama/Llama-3.2-1B | FP16 | 102.96 tok/sEstimated Auto-generated benchmark | 2GB |
| mistralai/Mistral-Small-Instruct-2409 | Q8 | 100.41 tok/sEstimated Auto-generated benchmark | 23GB |
| meta-llama/Llama-3.2-3B-Instruct | FP16 | 100.23 tok/sEstimated Auto-generated benchmark | 6GB |
| allenai/OLMo-2-0425-1B | FP16 | 99.84 tok/sEstimated Auto-generated benchmark | 2GB |
| WeiboAI/VibeThinker-1.5B | FP16 | 99.34 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-7B | FP16 | 99.32 tok/sEstimated Auto-generated benchmark | 15GB |
| context-labs/meta-llama-Llama-3.2-3B-Instruct-FP16 | FP16 | 99.31 tok/sEstimated Auto-generated benchmark | 6GB |
| Qwen/Qwen3-30B-A3B | Q8 | 99.27 tok/sEstimated Auto-generated benchmark | 31GB |
| mlx-community/gpt-oss-20b-MXFP4-Q8 | Q8 | 99.24 tok/sEstimated Auto-generated benchmark | 20GB |
| unsloth/Llama-3.2-1B-Instruct | FP16 | 99.12 tok/sEstimated Auto-generated benchmark | 2GB |
| zai-org/GLM-4.6-FP8 | FP16 | 98.94 tok/sEstimated Auto-generated benchmark | 15GB |
| unsloth/gpt-oss-20b-unsloth-bnb-4bit | Q8 | 98.86 tok/sEstimated Auto-generated benchmark | 20GB |
| openai-community/gpt2 | FP16 | 98.80 tok/sEstimated Auto-generated benchmark | 15GB |
| unsloth/Llama-3.2-3B-Instruct | FP16 | 98.75 tok/sEstimated Auto-generated benchmark | 6GB |
| trl-internal-testing/tiny-Qwen2ForCausalLM-2.5 | FP16 | 98.47 tok/sEstimated Auto-generated benchmark | 15GB |
| HuggingFaceM4/tiny-random-LlamaForCausalLM | FP16 | 98.46 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-1.5B | FP16 | 98.32 tok/sEstimated Auto-generated benchmark | 11GB |
| black-forest-labs/FLUX.2-dev | FP16 | 98.26 tok/sEstimated Auto-generated benchmark | 16GB |
| dicta-il/dictalm2.0-instruct | FP16 | 98.26 tok/sEstimated Auto-generated benchmark | 15GB |
| ibm-research/PowerMoE-3b | FP16 | 98.19 tok/sEstimated Auto-generated benchmark | 6GB |
| Qwen/Qwen3-4B | FP16 | 98.06 tok/sEstimated Auto-generated benchmark | 9GB |
| llamafactory/tiny-random-Llama-3 | FP16 | 97.89 tok/sEstimated Auto-generated benchmark | 15GB |
| google/embeddinggemma-300m | FP16 | 97.70 tok/sEstimated Auto-generated benchmark | 1GB |
| deepseek-ai/DeepSeek-R1-0528 | FP16 | 97.65 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-4B-Base | FP16 | 97.61 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen2.5-Math-1.5B | FP16 | 97.27 tok/sEstimated Auto-generated benchmark | 11GB |
| microsoft/phi-4 | FP16 | 97.09 tok/sEstimated Auto-generated benchmark | 15GB |
| liuhaotian/llava-v1.5-7b | FP16 | 97.07 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-Reranker-0.6B | FP16 | 96.93 tok/sEstimated Auto-generated benchmark | 13GB |
| HuggingFaceTB/SmolLM-135M | FP16 | 96.82 tok/sEstimated Auto-generated benchmark | 15GB |
| GSAI-ML/LLaDA-8B-Instruct | FP16 | 96.31 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen2-7B-Instruct | FP16 | 95.88 tok/sEstimated Auto-generated benchmark | 15GB |
| NousResearch/Meta-Llama-3.1-8B-Instruct | FP16 | 95.73 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507-FP8 | Q8 | 95.53 tok/sEstimated Auto-generated benchmark | 31GB |
| meta-llama/Llama-3.1-8B-Instruct | FP16 | 95.53 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen2-0.5B-Instruct | FP16 | 95.49 tok/sEstimated Auto-generated benchmark | 11GB |
| microsoft/DialoGPT-small | FP16 | 95.45 tok/sEstimated Auto-generated benchmark | 15GB |
| sshleifer/tiny-gpt2 | FP16 | 94.99 tok/sEstimated Auto-generated benchmark | 15GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-8bit | FP16 | 94.78 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen3-0.6B | FP16 | 94.76 tok/sEstimated Auto-generated benchmark | 13GB |
| deepseek-ai/DeepSeek-R1-Distill-Llama-8B | FP16 | 94.73 tok/sEstimated Auto-generated benchmark | 17GB |
| microsoft/Phi-3-mini-4k-instruct | FP16 | 94.70 tok/sEstimated Auto-generated benchmark | 15GB |
| openai/gpt-oss-20b | Q8 | 94.59 tok/sEstimated Auto-generated benchmark | 20GB |
| tencent/HunyuanVideo-1.5 | FP16 | 94.02 tok/sEstimated Auto-generated benchmark | 16GB |
| MiniMaxAI/MiniMax-M2 | FP16 | 93.77 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/Phi-4-mini-instruct | FP16 | 93.69 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-Coder-1.5B | FP16 | 93.67 tok/sEstimated Auto-generated benchmark | 11GB |
| Qwen/Qwen2-0.5B | FP16 | 93.51 tok/sEstimated Auto-generated benchmark | 11GB |
| openai-community/gpt2-medium | FP16 | 93.15 tok/sEstimated Auto-generated benchmark | 15GB |
| mistralai/Mistral-7B-v0.1 | FP16 | 93.12 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2-1.5B-Instruct | FP16 | 93.03 tok/sEstimated Auto-generated benchmark | 11GB |
| Qwen/Qwen3-8B | FP16 | 93.02 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen3-Embedding-4B | FP16 | 92.92 tok/sEstimated Auto-generated benchmark | 9GB |
| black-forest-labs/FLUX.1-dev | FP16 | 92.84 tok/sEstimated Auto-generated benchmark | 16GB |
| petals-team/StableBeluga2 | FP16 | 92.77 tok/sEstimated Auto-generated benchmark | 15GB |
| meta-llama/Llama-2-7b-hf | FP16 | 92.66 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-1.7B | FP16 | 92.66 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-0.5B-Instruct | FP16 | 92.65 tok/sEstimated Auto-generated benchmark | 11GB |
| deepseek-ai/DeepSeek-V3-0324 | FP16 | 92.56 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/Phi-3.5-mini-instruct | FP16 | 92.54 tok/sEstimated Auto-generated benchmark | 8GB |
| meta-llama/Meta-Llama-3-8B | FP16 | 92.45 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen3-30B-A3B-Thinking-2507 | Q8 | 92.43 tok/sEstimated Auto-generated benchmark | 31GB |
| kaitchup/Phi-3-mini-4k-instruct-gptq-4bit | FP16 | 92.36 tok/sEstimated Auto-generated benchmark | 9GB |
| meta-llama/Llama-2-7b-chat-hf | FP16 | 92.34 tok/sEstimated Auto-generated benchmark | 15GB |
| skt/kogpt2-base-v2 | FP16 | 92.31 tok/sEstimated Auto-generated benchmark | 15GB |
| zai-org/GLM-4.5-Air | FP16 | 92.23 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-0.6B-Base | FP16 | 92.20 tok/sEstimated Auto-generated benchmark | 13GB |
| ibm-granite/granite-3.3-8b-instruct | FP16 | 92.02 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen3-Embedding-8B | FP16 | 91.81 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen2.5-Coder-7B-Instruct | FP16 | 91.74 tok/sEstimated Auto-generated benchmark | 15GB |
| trl-internal-testing/tiny-random-LlamaForCausalLM | FP16 | 91.62 tok/sEstimated Auto-generated benchmark | 15GB |
| unsloth/Meta-Llama-3.1-8B-Instruct | FP16 | 91.56 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen2.5-0.5B | FP16 | 91.49 tok/sEstimated Auto-generated benchmark | 11GB |
| deepseek-ai/deepseek-coder-33b-instruct | Q4 | 91.41 tok/sEstimated Auto-generated benchmark | 17GB |
| google/gemma-3-270m-it | FP16 | 91.40 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-4B-Thinking-2507-FP8 | FP16 | 91.28 tok/sEstimated Auto-generated benchmark | 9GB |
| unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit | FP16 | 91.23 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen3-Coder-30B-A3B-Instruct | Q8 | 91.15 tok/sEstimated Auto-generated benchmark | 31GB |
| Qwen/Qwen2.5-1.5B-Instruct | FP16 | 91.11 tok/sEstimated Auto-generated benchmark | 11GB |
| microsoft/Phi-3.5-mini-instruct | FP16 | 91.10 tok/sEstimated Auto-generated benchmark | 15GB |
| meta-llama/Llama-3.3-70B-Instruct | Q4 | 91.08 tok/sEstimated Auto-generated benchmark | 34GB |
| lmsys/vicuna-7b-v1.5 | FP16 | 91.02 tok/sEstimated Auto-generated benchmark | 15GB |
| meta-llama/Meta-Llama-3-8B-Instruct | FP16 | 90.96 tok/sEstimated Auto-generated benchmark | 17GB |
| microsoft/DialoGPT-medium | FP16 | 90.91 tok/sEstimated Auto-generated benchmark | 15GB |
| numind/NuExtract-1.5 | FP16 | 90.80 tok/sEstimated Auto-generated benchmark | 15GB |
| rednote-hilab/dots.ocr | FP16 | 90.73 tok/sEstimated Auto-generated benchmark | 15GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B | FP16 | 90.70 tok/sEstimated Auto-generated benchmark | 11GB |
| Qwen/Qwen2.5-7B | FP16 | 90.67 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen-Image-Edit-2509 | FP16 | 90.54 tok/sEstimated Auto-generated benchmark | 16GB |
| ibm-granite/granite-docling-258M | FP16 | 90.52 tok/sEstimated Auto-generated benchmark | 15GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit | FP16 | 90.15 tok/sEstimated Auto-generated benchmark | 9GB |
| Alibaba-NLP/gte-Qwen2-1.5B-instruct | FP16 | 90.07 tok/sEstimated Auto-generated benchmark | 11GB |
| IlyaGusev/saiga_llama3_8b | FP16 | 90.04 tok/sEstimated Auto-generated benchmark | 17GB |
| microsoft/Phi-3-mini-128k-instruct | FP16 | 89.96 tok/sEstimated Auto-generated benchmark | 15GB |
| rinna/japanese-gpt-neox-small | FP16 | 89.75 tok/sEstimated Auto-generated benchmark | 15GB |
| google/gemma-2-27b-it | Q8 | 89.73 tok/sEstimated Auto-generated benchmark | 28GB |
| Qwen/Qwen3-4B-Thinking-2507 | FP16 | 89.71 tok/sEstimated Auto-generated benchmark | 9GB |
| microsoft/Phi-4-multimodal-instruct | FP16 | 89.55 tok/sEstimated Auto-generated benchmark | 15GB |
| deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct | FP16 | 89.17 tok/sEstimated Auto-generated benchmark | 15GB |
| deepseek-ai/DeepSeek-R1 | FP16 | 89.03 tok/sEstimated Auto-generated benchmark | 15GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-4bit | FP16 | 88.14 tok/sEstimated Auto-generated benchmark | 17GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-4bit | Q8 | 88.08 tok/sEstimated Auto-generated benchmark | 31GB |
| mistralai/Mistral-7B-Instruct-v0.2 | FP16 | 87.52 tok/sEstimated Auto-generated benchmark | 15GB |
| meta-llama/Llama-3.1-70B-Instruct | Q4 | 87.44 tok/sEstimated Auto-generated benchmark | 34GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-32B | Q4 | 87.42 tok/sEstimated Auto-generated benchmark | 16GB |
| deepseek-ai/DeepSeek-V3 | FP16 | 87.12 tok/sEstimated Auto-generated benchmark | 15GB |
| vikhyatk/moondream2 | FP16 | 86.78 tok/sEstimated Auto-generated benchmark | 15GB |
| Gensyn/Qwen2.5-0.5B-Instruct | FP16 | 86.69 tok/sEstimated Auto-generated benchmark | 11GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-5bit | Q8 | 86.64 tok/sEstimated Auto-generated benchmark | 31GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit | Q8 | 86.60 tok/sEstimated Auto-generated benchmark | 31GB |
| RedHatAI/Llama-3.3-70B-Instruct-FP8-dynamic | Q4 | 86.38 tok/sEstimated Auto-generated benchmark | 34GB |
| openai-community/gpt2-large | FP16 | 86.30 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-8B-FP8 | FP16 | 86.06 tok/sEstimated Auto-generated benchmark | 17GB |
| hmellor/tiny-random-LlamaForCausalLM | FP16 | 85.94 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/VibeVoice-1.5B | FP16 | 85.79 tok/sEstimated Auto-generated benchmark | 11GB |
| Qwen/Qwen3-4B-Instruct-2507 | FP16 | 85.69 tok/sEstimated Auto-generated benchmark | 9GB |
| bigscience/bloomz-560m | FP16 | 85.56 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-7B-Instruct | FP16 | 85.54 tok/sEstimated Auto-generated benchmark | 15GB |
| distilbert/distilgpt2 | FP16 | 85.51 tok/sEstimated Auto-generated benchmark | 15GB |
| swiss-ai/Apertus-8B-Instruct-2509 | FP16 | 85.40 tok/sEstimated Auto-generated benchmark | 17GB |
| allenai/Olmo-3-7B-Think | FP16 | 85.23 tok/sEstimated Auto-generated benchmark | 16GB |
| moonshotai/Kimi-K2-Thinking | Q4 | 85.11 tok/sEstimated Auto-generated benchmark | 489GB |
| Qwen/Qwen2.5-32B-Instruct | Q4 | 85.08 tok/sEstimated Auto-generated benchmark | 16GB |
| microsoft/Phi-3.5-vision-instruct | FP16 | 85.03 tok/sEstimated Auto-generated benchmark | 15GB |
| facebook/opt-125m | FP16 | 85.00 tok/sEstimated Auto-generated benchmark | 15GB |
| GSAI-ML/LLaDA-8B-Base | FP16 | 84.91 tok/sEstimated Auto-generated benchmark | 17GB |
| BSC-LT/salamandraTA-7b-instruct | FP16 | 84.91 tok/sEstimated Auto-generated benchmark | 15GB |
| openai/gpt-oss-safeguard-20b | Q8 | 84.90 tok/sEstimated Auto-generated benchmark | 22GB |
| Tongyi-MAI/Z-Image-Turbo | FP16 | 84.66 tok/sEstimated Auto-generated benchmark | 16GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507 | Q8 | 84.65 tok/sEstimated Auto-generated benchmark | 31GB |
| HuggingFaceTB/SmolLM2-135M | FP16 | 84.59 tok/sEstimated Auto-generated benchmark | 15GB |
| meta-llama/Llama-3.1-8B | FP16 | 84.27 tok/sEstimated Auto-generated benchmark | 17GB |
| meta-llama/Llama-Guard-3-8B | FP16 | 84.16 tok/sEstimated Auto-generated benchmark | 17GB |
| codellama/CodeLlama-34b-hf | Q4 | 84.10 tok/sEstimated Auto-generated benchmark | 17GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-4bit | FP16 | 84.07 tok/sEstimated Auto-generated benchmark | 9GB |
| openai-community/gpt2-xl | FP16 | 83.86 tok/sEstimated Auto-generated benchmark | 15GB |
| meta-llama/Llama-3.2-3B-Instruct | FP16 | 83.84 tok/sEstimated Auto-generated benchmark | 7GB |
| EleutherAI/pythia-70m-deduped | FP16 | 83.58 tok/sEstimated Auto-generated benchmark | 15GB |
| trl-internal-testing/tiny-LlamaForCausalLM-3.2 | FP16 | 83.53 tok/sEstimated Auto-generated benchmark | 15GB |
| deepseek-ai/DeepSeek-V3.1 | FP16 | 83.51 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-7B-Instruct | FP16 | 83.38 tok/sEstimated Auto-generated benchmark | 16GB |
| unsloth/mistral-7b-v0.3-bnb-4bit | FP16 | 83.38 tok/sEstimated Auto-generated benchmark | 15GB |
| HuggingFaceH4/zephyr-7b-beta | FP16 | 83.30 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/phi-2 | FP16 | 83.24 tok/sEstimated Auto-generated benchmark | 15GB |
| unsloth/DeepSeek-R1-Distill-Qwen-32B-bnb-4bit | Q4 | 83.03 tok/sEstimated Auto-generated benchmark | 16GB |
| RedHatAI/Meta-Llama-3.1-70B-Instruct-quantized.w4a16 | Q4 | 82.89 tok/sEstimated Auto-generated benchmark | 34GB |
| Qwen/Qwen3-8B-Base | FP16 | 82.85 tok/sEstimated Auto-generated benchmark | 17GB |
| parler-tts/parler-tts-large-v1 | FP16 | 82.79 tok/sEstimated Auto-generated benchmark | 15GB |
| unsloth/gpt-oss-20b-BF16 | Q8 | 82.78 tok/sEstimated Auto-generated benchmark | 20GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit | Q8 | 82.74 tok/sEstimated Auto-generated benchmark | 31GB |
| huggyllama/llama-7b | FP16 | 82.71 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/QwQ-32B-Preview | Q4 | 82.53 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen3-Embedding-0.6B | FP16 | 82.50 tok/sEstimated Auto-generated benchmark | 13GB |
| dphn/dolphin-2.9.1-yi-1.5-34b | Q4 | 82.45 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen2.5-32B-Instruct | Q4 | 82.42 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen3-1.7B-Base | FP16 | 82.27 tok/sEstimated Auto-generated benchmark | 15GB |
| mistralai/Mistral-7B-Instruct-v0.1 | FP16 | 82.11 tok/sEstimated Auto-generated benchmark | 15GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-8bit | FP16 | 82.08 tok/sEstimated Auto-generated benchmark | 9GB |
| baichuan-inc/Baichuan-M2-32B | Q4 | 81.74 tok/sEstimated Auto-generated benchmark | 16GB |
| Qwen/Qwen2.5-Coder-32B-Instruct | Q4 | 81.69 tok/sEstimated Auto-generated benchmark | 17GB |
| EleutherAI/gpt-neo-125m | FP16 | 81.40 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-32B | Q4 | 80.90 tok/sEstimated Auto-generated benchmark | 16GB |
| 01-ai/Yi-1.5-34B-Chat | Q4 | 79.81 tok/sEstimated Auto-generated benchmark | 18GB |
| meta-llama/Meta-Llama-3-70B-Instruct | Q4 | 76.80 tok/sEstimated Auto-generated benchmark | 34GB |
| moonshotai/Kimi-Linear-48B-A3B-Instruct | Q4 | 76.12 tok/sEstimated Auto-generated benchmark | 25GB |
| Qwen/Qwen3-32B | Q4 | 76.08 tok/sEstimated Auto-generated benchmark | 16GB |
| deepseek-ai/DeepSeek-V2.5 | Q4 | 76.04 tok/sEstimated Auto-generated benchmark | 328GB |
| NousResearch/Hermes-3-Llama-3.1-8B | FP16 | 71.31 tok/sEstimated Auto-generated benchmark | 17GB |
| OpenPipe/Qwen3-14B-Instruct | FP16 | 71.24 tok/sEstimated Auto-generated benchmark | 29GB |
| Qwen/Qwen2.5-14B | FP16 | 70.81 tok/sEstimated Auto-generated benchmark | 29GB |
| mistralai/Ministral-3-14B-Instruct-2512 | FP16 | 69.28 tok/sEstimated Auto-generated benchmark | 32GB |
| ai-forever/ruGPT-3.5-13B | FP16 | 68.75 tok/sEstimated Auto-generated benchmark | 27GB |
| microsoft/Phi-3-medium-128k-instruct | FP16 | 67.90 tok/sEstimated Auto-generated benchmark | 29GB |
| nvidia/NVIDIA-Nemotron-Nano-9B-v2 | FP16 | 67.79 tok/sEstimated Auto-generated benchmark | 19GB |
| meta-llama/Llama-2-13b-chat-hf | FP16 | 67.08 tok/sEstimated Auto-generated benchmark | 27GB |
| mistralai/Mixtral-8x22B-Instruct-v0.1 | Q4 | 66.51 tok/sEstimated Auto-generated benchmark | 69GB |
| meta-llama/Llama-3.1-8B-Instruct | FP16 | 66.39 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen3-14B | FP16 | 65.03 tok/sEstimated Auto-generated benchmark | 29GB |
| google/gemma-2-9b-it | FP16 | 63.76 tok/sEstimated Auto-generated benchmark | 20GB |
| 01-ai/Yi-1.5-34B-Chat | Q8 | 63.58 tok/sEstimated Auto-generated benchmark | 35GB |
| EssentialAI/rnj-1 | FP16 | 63.38 tok/sEstimated Auto-generated benchmark | 19GB |
| Qwen/Qwen2.5-14B-Instruct | FP16 | 63.15 tok/sEstimated Auto-generated benchmark | 29GB |
| meta-llama/Meta-Llama-3-70B-Instruct | Q8 | 63.01 tok/sEstimated Auto-generated benchmark | 68GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-32B | Q8 | 62.95 tok/sEstimated Auto-generated benchmark | 33GB |
| Qwen/Qwen3-32B | Q8 | 61.98 tok/sEstimated Auto-generated benchmark | 33GB |
| Qwen/Qwen2.5-14B-Instruct | FP16 | 61.96 tok/sEstimated Auto-generated benchmark | 30GB |
| Qwen/Qwen2.5-32B-Instruct | Q8 | 61.62 tok/sEstimated Auto-generated benchmark | 33GB |
| Qwen/Qwen3-14B-Base | FP16 | 61.34 tok/sEstimated Auto-generated benchmark | 29GB |
| RedHatAI/Llama-3.3-70B-Instruct-FP8-dynamic | Q8 | 60.88 tok/sEstimated Auto-generated benchmark | 68GB |
| moonshotai/Kimi-K2-Thinking | Q8 | 60.84 tok/sEstimated Auto-generated benchmark | 978GB |
| dphn/dolphin-2.9.1-yi-1.5-34b | Q8 | 60.33 tok/sEstimated Auto-generated benchmark | 35GB |
| meta-llama/Llama-3.1-70B-Instruct | Q8 | 59.50 tok/sEstimated Auto-generated benchmark | 68GB |
| Qwen/Qwen2.5-32B | Q8 | 59.18 tok/sEstimated Auto-generated benchmark | 33GB |
| unsloth/DeepSeek-R1-Distill-Qwen-32B-bnb-4bit | Q8 | 59.12 tok/sEstimated Auto-generated benchmark | 33GB |
| Qwen/Qwen2.5-32B-Instruct | Q8 | 57.32 tok/sEstimated Auto-generated benchmark | 34GB |
| meta-llama/Llama-3.3-70B-Instruct | Q8 | 57.18 tok/sEstimated Auto-generated benchmark | 68GB |
| baichuan-inc/Baichuan-M2-32B | Q8 | 55.66 tok/sEstimated Auto-generated benchmark | 33GB |
| codellama/CodeLlama-34b-hf | Q8 | 54.95 tok/sEstimated Auto-generated benchmark | 35GB |
| Qwen/Qwen2.5-Coder-32B-Instruct | Q8 | 54.93 tok/sEstimated Auto-generated benchmark | 34GB |
| deepseek-ai/DeepSeek-V2.5 | Q8 | 54.74 tok/sEstimated Auto-generated benchmark | 656GB |
| unsloth/gpt-oss-20b-unsloth-bnb-4bit | FP16 | 54.14 tok/sEstimated Auto-generated benchmark | 41GB |
| Qwen/QwQ-32B-Preview | Q8 | 53.68 tok/sEstimated Auto-generated benchmark | 34GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507-FP8 | FP16 | 53.56 tok/sEstimated Auto-generated benchmark | 61GB |
| openai/gpt-oss-20b | FP16 | 53.44 tok/sEstimated Auto-generated benchmark | 41GB |
| mistralai/Mistral-Small-Instruct-2409 | FP16 | 53.20 tok/sEstimated Auto-generated benchmark | 46GB |
| moonshotai/Kimi-Linear-48B-A3B-Instruct | Q8 | 53.04 tok/sEstimated Auto-generated benchmark | 50GB |
| RedHatAI/Meta-Llama-3.1-70B-Instruct-quantized.w4a16 | Q8 | 52.86 tok/sEstimated Auto-generated benchmark | 68GB |
| Qwen/Qwen3-Coder-30B-A3B-Instruct | FP16 | 52.86 tok/sEstimated Auto-generated benchmark | 61GB |
| deepseek-ai/deepseek-coder-33b-instruct | Q8 | 52.79 tok/sEstimated Auto-generated benchmark | 34GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-5bit | FP16 | 51.77 tok/sEstimated Auto-generated benchmark | 61GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking | Q4 | 51.37 tok/sEstimated Auto-generated benchmark | 39GB |
| nvidia/Llama-3.1-Nemotron-70B-Instruct-HF | Q4 | 51.29 tok/sEstimated Auto-generated benchmark | 34GB |
| Qwen/Qwen2.5-Math-72B-Instruct | Q4 | 49.96 tok/sEstimated Auto-generated benchmark | 36GB |
| mistralai/Mistral-Large-Instruct-2411 | Q4 | 49.87 tok/sEstimated Auto-generated benchmark | 60GB |
| Qwen/Qwen3-30B-A3B-Thinking-2507 | FP16 | 49.75 tok/sEstimated Auto-generated benchmark | 61GB |
| Qwen/Qwen3-30B-A3B | FP16 | 49.69 tok/sEstimated Auto-generated benchmark | 61GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-4bit | FP16 | 48.96 tok/sEstimated Auto-generated benchmark | 61GB |
| NousResearch/Hermes-3-Llama-3.1-70B | Q4 | 48.28 tok/sEstimated Auto-generated benchmark | 34GB |
| openai/gpt-oss-safeguard-20b | FP16 | 48.22 tok/sEstimated Auto-generated benchmark | 44GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit | FP16 | 47.83 tok/sEstimated Auto-generated benchmark | 61GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507 | FP16 | 47.57 tok/sEstimated Auto-generated benchmark | 61GB |
| unsloth/gpt-oss-20b-BF16 | FP16 | 47.32 tok/sEstimated Auto-generated benchmark | 41GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct | Q4 | 47.22 tok/sEstimated Auto-generated benchmark | 39GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct-FP8 | Q4 | 46.99 tok/sEstimated Auto-generated benchmark | 39GB |
| google/gemma-2-27b-it | FP16 | 46.63 tok/sEstimated Auto-generated benchmark | 56GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit | FP16 | 46.13 tok/sEstimated Auto-generated benchmark | 61GB |
| mlx-community/gpt-oss-20b-MXFP4-Q8 | FP16 | 46.10 tok/sEstimated Auto-generated benchmark | 41GB |
| meta-llama/Llama-3.1-70B-Instruct | Q4 | 45.79 tok/sEstimated Auto-generated benchmark | 34GB |
| openai/gpt-oss-120b | Q4 | 45.07 tok/sEstimated Auto-generated benchmark | 59GB |
| RedHatAI/Llama-3.2-90B-Vision-Instruct-FP8-dynamic | Q4 | 44.86 tok/sEstimated Auto-generated benchmark | 44GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking-FP8 | Q4 | 44.53 tok/sEstimated Auto-generated benchmark | 39GB |
| AI-MO/Kimina-Prover-72B | Q4 | 44.17 tok/sEstimated Auto-generated benchmark | 35GB |
| meta-llama/Llama-3.3-70B-Instruct | Q4 | 44.01 tok/sEstimated Auto-generated benchmark | 34GB |
| Qwen/Qwen2.5-72B-Instruct | Q4 | 43.56 tok/sEstimated Auto-generated benchmark | 36GB |
| Qwen/Qwen2.5-72B-Instruct | Q4 | 43.28 tok/sEstimated Auto-generated benchmark | 35GB |
| mistralai/Mixtral-8x22B-Instruct-v0.1 | Q8 | 42.36 tok/sEstimated Auto-generated benchmark | 138GB |
| NousResearch/Hermes-3-Llama-3.1-70B | Q8 | 35.82 tok/sEstimated Auto-generated benchmark | 69GB |
| deepseek-ai/DeepSeek-Coder-V2-Instruct-0724 | Q4 | 35.58 tok/sEstimated Auto-generated benchmark | 115GB |
| nvidia/Llama-3.1-Nemotron-70B-Instruct-HF | Q8 | 35.39 tok/sEstimated Auto-generated benchmark | 69GB |
| meta-llama/Llama-3.1-70B-Instruct | Q8 | 34.81 tok/sEstimated Auto-generated benchmark | 69GB |
| Qwen/QwQ-32B-Preview | FP16 | 34.40 tok/sEstimated Auto-generated benchmark | 67GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking | Q8 | 34.39 tok/sEstimated Auto-generated benchmark | 78GB |
| RedHatAI/Llama-3.3-70B-Instruct-FP8-dynamic | FP16 | 34.24 tok/sEstimated Auto-generated benchmark | 137GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct | Q8 | 34.22 tok/sEstimated Auto-generated benchmark | 78GB |
| dphn/dolphin-2.9.1-yi-1.5-34b | FP16 | 34.13 tok/sEstimated Auto-generated benchmark | 70GB |
| deepseek-ai/DeepSeek-Math-V2 | Q4 | 34.06 tok/sEstimated Auto-generated benchmark | 383GB |
| RedHatAI/Llama-3.2-90B-Vision-Instruct-FP8-dynamic | Q8 | 33.77 tok/sEstimated Auto-generated benchmark | 88GB |
| Qwen/Qwen2.5-32B | FP16 | 33.66 tok/sEstimated Auto-generated benchmark | 66GB |
| Qwen/Qwen2.5-72B-Instruct | Q8 | 33.38 tok/sEstimated Auto-generated benchmark | 70GB |
| meta-llama/Meta-Llama-3-70B-Instruct | FP16 | 33.03 tok/sEstimated Auto-generated benchmark | 137GB |
| unsloth/DeepSeek-R1-Distill-Qwen-32B-bnb-4bit | FP16 | 32.98 tok/sEstimated Auto-generated benchmark | 66GB |
| Qwen/Qwen3-32B | FP16 | 32.89 tok/sEstimated Auto-generated benchmark | 66GB |
| moonshotai/Kimi-Linear-48B-A3B-Instruct | FP16 | 32.85 tok/sEstimated Auto-generated benchmark | 101GB |
| deepseek-ai/DeepSeek-V2.5 | FP16 | 32.75 tok/sEstimated Auto-generated benchmark | 1312GB |
| mistralai/Mistral-Large-Instruct-2411 | Q8 | 32.63 tok/sEstimated Auto-generated benchmark | 120GB |
| openai/gpt-oss-120b | Q8 | 32.33 tok/sEstimated Auto-generated benchmark | 117GB |
| Qwen/Qwen2.5-Coder-32B-Instruct | FP16 | 32.10 tok/sEstimated Auto-generated benchmark | 67GB |
| moonshotai/Kimi-K2-Thinking | FP16 | 32.07 tok/sEstimated Auto-generated benchmark | 1956GB |
| 01-ai/Yi-1.5-34B-Chat | FP16 | 31.62 tok/sEstimated Auto-generated benchmark | 70GB |
| Qwen/Qwen2.5-72B-Instruct | Q8 | 31.58 tok/sEstimated Auto-generated benchmark | 71GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct-FP8 | Q8 | 31.47 tok/sEstimated Auto-generated benchmark | 78GB |
| AI-MO/Kimina-Prover-72B | Q8 | 31.39 tok/sEstimated Auto-generated benchmark | 70GB |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | Q4 | 31.20 tok/sEstimated Auto-generated benchmark | 378GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking-FP8 | Q8 | 30.93 tok/sEstimated Auto-generated benchmark | 78GB |
| Qwen/Qwen2.5-Math-72B-Instruct | Q8 | 30.89 tok/sEstimated Auto-generated benchmark | 71GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-32B | FP16 | 30.85 tok/sEstimated Auto-generated benchmark | 66GB |
| meta-llama/Llama-3.3-70B-Instruct | FP16 | 30.82 tok/sEstimated Auto-generated benchmark | 137GB |
| codellama/CodeLlama-34b-hf | FP16 | 30.26 tok/sEstimated Auto-generated benchmark | 70GB |
| meta-llama/Llama-3.3-70B-Instruct | Q8 | 30.02 tok/sEstimated Auto-generated benchmark | 69GB |
| baichuan-inc/Baichuan-M2-32B | FP16 | 29.99 tok/sEstimated Auto-generated benchmark | 66GB |
| Qwen/Qwen2.5-32B-Instruct | FP16 | 29.75 tok/sEstimated Auto-generated benchmark | 67GB |
| meta-llama/Llama-3.1-70B-Instruct | FP16 | 29.73 tok/sEstimated Auto-generated benchmark | 137GB |
| MiniMaxAI/MiniMax-VL-01 | Q4 | 29.72 tok/sEstimated Auto-generated benchmark | 256GB |
| RedHatAI/Meta-Llama-3.1-70B-Instruct-quantized.w4a16 | FP16 | 29.60 tok/sEstimated Auto-generated benchmark | 137GB |
| deepseek-ai/deepseek-coder-33b-instruct | FP16 | 29.10 tok/sEstimated Auto-generated benchmark | 68GB |
| Qwen/Qwen2.5-32B-Instruct | FP16 | 28.80 tok/sEstimated Auto-generated benchmark | 66GB |
| MiniMaxAI/MiniMax-M1-40k | Q4 | 27.70 tok/sEstimated Auto-generated benchmark | 255GB |
| Qwen/Qwen3-235B-A22B | Q4 | 26.43 tok/sEstimated Auto-generated benchmark | 115GB |
| deepseek-ai/DeepSeek-Coder-V2-Instruct-0724 | Q8 | 24.13 tok/sEstimated Auto-generated benchmark | 231GB |
| mistralai/Mixtral-8x22B-Instruct-v0.1 | FP16 | 23.76 tok/sEstimated Auto-generated benchmark | 275GB |
| deepseek-ai/DeepSeek-Math-V2 | Q8 | 23.45 tok/sEstimated Auto-generated benchmark | 766GB |
| MiniMaxAI/MiniMax-M1-40k | Q8 | 21.82 tok/sEstimated Auto-generated benchmark | 510GB |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | Q8 | 20.62 tok/sEstimated Auto-generated benchmark | 755GB |
| mistralai/Mistral-Large-Instruct-2411 | FP16 | 19.79 tok/sEstimated Auto-generated benchmark | 240GB |
| NousResearch/Hermes-3-Llama-3.1-70B | FP16 | 19.55 tok/sEstimated Auto-generated benchmark | 138GB |
| meta-llama/Llama-3.1-70B-Instruct | FP16 | 19.47 tok/sEstimated Auto-generated benchmark | 138GB |
| Qwen/Qwen2.5-72B-Instruct | FP16 | 19.40 tok/sEstimated Auto-generated benchmark | 141GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking-FP8 | FP16 | 18.91 tok/sEstimated Auto-generated benchmark | 156GB |
| Qwen/Qwen2.5-72B-Instruct | FP16 | 18.88 tok/sEstimated Auto-generated benchmark | 142GB |
| MiniMaxAI/MiniMax-VL-01 | Q8 | 18.36 tok/sEstimated Auto-generated benchmark | 511GB |
| Qwen/Qwen3-235B-A22B | Q8 | 18.23 tok/sEstimated Auto-generated benchmark | 230GB |
| meta-llama/Llama-3.3-70B-Instruct | FP16 | 18.21 tok/sEstimated Auto-generated benchmark | 138GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct | FP16 | 18.17 tok/sEstimated Auto-generated benchmark | 156GB |
| AI-MO/Kimina-Prover-72B | FP16 | 18.04 tok/sEstimated Auto-generated benchmark | 141GB |
| Qwen/Qwen2.5-Math-72B-Instruct | FP16 | 17.49 tok/sEstimated Auto-generated benchmark | 142GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct-FP8 | FP16 | 17.39 tok/sEstimated Auto-generated benchmark | 156GB |
| nvidia/Llama-3.1-Nemotron-70B-Instruct-HF | FP16 | 17.25 tok/sEstimated Auto-generated benchmark | 138GB |
| openai/gpt-oss-120b | FP16 | 16.33 tok/sEstimated Auto-generated benchmark | 235GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking | FP16 | 16.29 tok/sEstimated Auto-generated benchmark | 156GB |
| RedHatAI/Llama-3.2-90B-Vision-Instruct-FP8-dynamic | FP16 | 16.28 tok/sEstimated Auto-generated benchmark | 176GB |
| deepseek-ai/DeepSeek-Coder-V2-Instruct-0724 | FP16 | 13.81 tok/sEstimated Auto-generated benchmark | 461GB |
| deepseek-ai/DeepSeek-Math-V2 | FP16 | 12.53 tok/sEstimated Auto-generated benchmark | 1532GB |
| Qwen/Qwen3-235B-A22B | FP16 | 11.45 tok/sEstimated Auto-generated benchmark | 460GB |
| MiniMaxAI/MiniMax-M1-40k | FP16 | 11.29 tok/sEstimated Auto-generated benchmark | 1020GB |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | FP16 | 10.30 tok/sEstimated Auto-generated benchmark | 1509GB |
| MiniMaxAI/MiniMax-VL-01 | FP16 | 10.00 tok/sEstimated Auto-generated benchmark | 1021GB |
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 | Q4 | Not supported | 31.20 tok/sEstimated | 378GB (have 64GB) |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | Q8 | Not supported | 20.62 tok/sEstimated | 755GB (have 64GB) |
| EssentialAI/rnj-1 | FP16 | Fits comfortably | 63.38 tok/sEstimated | 19GB (have 64GB) |
| EssentialAI/rnj-1 | Q8 | Fits comfortably | 114.49 tok/sEstimated | 10GB (have 64GB) |
| EssentialAI/rnj-1 | Q4 | Fits comfortably | 184.83 tok/sEstimated | 5GB (have 64GB) |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | FP16 | Not supported | 10.30 tok/sEstimated | 1509GB (have 64GB) |
| Qwen/Qwen3-4B-Instruct-2507 | FP16 | Fits comfortably | 85.69 tok/sEstimated | 9GB (have 64GB) |
| google/gemma-3-1b-it | FP16 | Fits comfortably | 110.30 tok/sEstimated | 2GB (have 64GB) |
| Gensyn/Qwen2.5-0.5B-Instruct | Q4 | Fits comfortably | 231.72 tok/sEstimated | 3GB (have 64GB) |
| meta-llama/Meta-Llama-3-8B | FP16 | Fits comfortably | 92.45 tok/sEstimated | 17GB (have 64GB) |
| Qwen/Qwen2.5-7B | Q4 | Fits comfortably | 241.57 tok/sEstimated | 4GB (have 64GB) |
| Qwen/Qwen2.5-7B | Q8 | Fits comfortably | 166.65 tok/sEstimated | 7GB (have 64GB) |
| Qwen/Qwen2.5-7B | FP16 | Fits comfortably | 90.67 tok/sEstimated | 15GB (have 64GB) |
| Qwen/Qwen3-0.6B-Base | Q8 | Fits comfortably | 158.88 tok/sEstimated | 6GB (have 64GB) |
| Qwen/Qwen3-8B | FP16 | Fits comfortably | 93.02 tok/sEstimated | 17GB (have 64GB) |
| google/gemma-3-1b-it | Q8 | Fits comfortably | 190.18 tok/sEstimated | 1GB (have 64GB) |
| microsoft/Phi-3.5-vision-instruct | Q8 | Fits comfortably | 167.05 tok/sEstimated | 7GB (have 64GB) |
| Qwen/Qwen3-30B-A3B | FP16 | Fits comfortably | 49.69 tok/sEstimated | 61GB (have 64GB) |
| Qwen/Qwen2-7B-Instruct | Q8 | Fits comfortably | 154.62 tok/sEstimated | 7GB (have 64GB) |
| Qwen/Qwen2-7B-Instruct | FP16 | Fits comfortably | 95.88 tok/sEstimated | 15GB (have 64GB) |
| Qwen/Qwen3-4B-Base | Q4 | Fits comfortably | 222.54 tok/sEstimated | 2GB (have 64GB) |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-4bit | Q4 | Fits comfortably | 248.35 tok/sEstimated | 2GB (have 64GB) |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-4bit | Q8 | Fits comfortably | 156.30 tok/sEstimated | 4GB (have 64GB) |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-4bit | FP16 | Fits comfortably | 84.07 tok/sEstimated | 9GB (have 64GB) |
| unsloth/Llama-3.2-3B-Instruct | Q4 | Fits comfortably | 286.12 tok/sEstimated | 2GB (have 64GB) |
| unsloth/Llama-3.2-3B-Instruct | Q8 | Fits comfortably | 200.94 tok/sEstimated | 3GB (have 64GB) |
| OpenPipe/Qwen3-14B-Instruct | FP16 | Fits comfortably | 71.24 tok/sEstimated | 29GB (have 64GB) |
| openai-community/gpt2-xl | Q4 | Fits comfortably | 238.30 tok/sEstimated | 4GB (have 64GB) |
| openai-community/gpt2-xl | Q8 | Fits comfortably | 155.60 tok/sEstimated | 7GB (have 64GB) |
| openai-community/gpt2-xl | FP16 | Fits comfortably | 83.86 tok/sEstimated | 15GB (have 64GB) |
| Qwen/Qwen3-8B | Q8 | Fits comfortably | 159.47 tok/sEstimated | 9GB (have 64GB) |
| GSAI-ML/LLaDA-8B-Instruct | Q8 | Fits comfortably | 170.32 tok/sEstimated | 9GB (have 64GB) |
| GSAI-ML/LLaDA-8B-Instruct | Q4 | Fits comfortably | 216.35 tok/sEstimated | 4GB (have 64GB) |
| Qwen/Qwen3-30B-A3B | Q8 | Fits comfortably | 99.27 tok/sEstimated | 31GB (have 64GB) |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-4bit | Q8 | Fits comfortably | 158.37 tok/sEstimated | 9GB (have 64GB) |
| skt/kogpt2-base-v2 | Q8 | Fits comfortably | 152.55 tok/sEstimated | 7GB (have 64GB) |
| skt/kogpt2-base-v2 | FP16 | Fits comfortably | 92.31 tok/sEstimated | 15GB (have 64GB) |
| ibm-granite/granite-docling-258M | Q4 | Fits comfortably | 258.83 tok/sEstimated | 4GB (have 64GB) |
| Qwen/Qwen3-Next-80B-A3B-Thinking | Q4 | Fits comfortably | 51.37 tok/sEstimated | 39GB (have 64GB) |
| Qwen/Qwen3-Next-80B-A3B-Thinking | Q8 | Not supported | 34.39 tok/sEstimated | 78GB (have 64GB) |
| Qwen/Qwen3-Next-80B-A3B-Thinking | FP16 | Not supported | 16.29 tok/sEstimated | 156GB (have 64GB) |
| meta-llama/Llama-2-13b-chat-hf | Q4 | Fits comfortably | 178.63 tok/sEstimated | 7GB (have 64GB) |
| NousResearch/Meta-Llama-3.1-8B-Instruct | FP16 | Fits comfortably | 95.73 tok/sEstimated | 17GB (have 64GB) |
| apple/OpenELM-1_1B-Instruct | Q4 | Fits comfortably | 294.95 tok/sEstimated | 1GB (have 64GB) |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-5bit | Q4 | Fits comfortably | 142.92 tok/sEstimated | 15GB (have 64GB) |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-5bit | Q8 | Fits comfortably | 86.64 tok/sEstimated | 31GB (have 64GB) |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-5bit | FP16 | Fits comfortably | 51.77 tok/sEstimated | 61GB (have 64GB) |
| Alibaba-NLP/gte-Qwen2-1.5B-instruct | Q4 | Fits comfortably | 248.98 tok/sEstimated | 3GB (have 64GB) |
| Qwen/QwQ-32B-Preview | Q8 | Fits comfortably | 53.68 tok/sEstimated | 34GB (have 64GB) |
| Qwen/QwQ-32B-Preview | FP16 | Not supported | 34.40 tok/sEstimated | 67GB (have 64GB) |
| Qwen/Qwen2.5-Coder-32B-Instruct | Q4 | Fits comfortably | 81.69 tok/sEstimated | 17GB (have 64GB) |
| Qwen/Qwen2.5-Coder-32B-Instruct | Q8 | Fits comfortably | 54.93 tok/sEstimated | 34GB (have 64GB) |
| Qwen/Qwen2.5-14B-Instruct | Q4 | Fits comfortably | 168.50 tok/sEstimated | 8GB (have 64GB) |
| Qwen/Qwen2.5-14B-Instruct | Q8 | Fits comfortably | 113.90 tok/sEstimated | 15GB (have 64GB) |
| Qwen/Qwen2.5-14B-Instruct | FP16 | Fits comfortably | 61.96 tok/sEstimated | 30GB (have 64GB) |
| Qwen/Qwen2.5-7B-Instruct | FP16 | Fits comfortably | 83.38 tok/sEstimated | 16GB (have 64GB) |
| deepseek-ai/deepseek-coder-33b-instruct | Q4 | Fits comfortably | 91.41 tok/sEstimated | 17GB (have 64GB) |
| deepseek-ai/deepseek-coder-33b-instruct | Q8 | Fits comfortably | 52.79 tok/sEstimated | 34GB (have 64GB) |
| google/gemma-2-9b-it | Q8 | Fits comfortably | 128.73 tok/sEstimated | 10GB (have 64GB) |
| google/gemma-2-9b-it | FP16 | Fits comfortably | 63.76 tok/sEstimated | 20GB (have 64GB) |
| microsoft/Phi-3.5-mini-instruct | Q4 | Fits comfortably | 222.12 tok/sEstimated | 2GB (have 64GB) |
| microsoft/Phi-3.5-mini-instruct | Q8 | Fits comfortably | 158.99 tok/sEstimated | 4GB (have 64GB) |
| tencent/HunyuanOCR | Q8 | Fits comfortably | 214.92 tok/sEstimated | 2GB (have 64GB) |
| tencent/HunyuanOCR | Q4 | Fits comfortably | 293.63 tok/sEstimated | 1GB (have 64GB) |
| microsoft/Phi-3-mini-128k-instruct | Q8 | Fits comfortably | 175.47 tok/sEstimated | 7GB (have 64GB) |
| nvidia/Llama-3.1-Nemotron-70B-Instruct-HF | Q8 | Not supported | 35.39 tok/sEstimated | 69GB (have 64GB) |
| facebook/sam3 | Q4 | Fits comfortably | 291.64 tok/sEstimated | 1GB (have 64GB) |
| facebook/sam3 | FP16 | Fits comfortably | 111.66 tok/sEstimated | 2GB (have 64GB) |
| Qwen/Qwen-Image-Edit-2509 | Q4 | Fits comfortably | 250.92 tok/sEstimated | 4GB (have 64GB) |
| kaitchup/Phi-3-mini-4k-instruct-gptq-4bit | Q8 | Fits comfortably | 172.34 tok/sEstimated | 4GB (have 64GB) |
| Qwen/Qwen2.5-14B-Instruct | FP16 | Fits comfortably | 63.15 tok/sEstimated | 29GB (have 64GB) |
| microsoft/phi-2 | FP16 | Fits comfortably | 83.24 tok/sEstimated | 15GB (have 64GB) |
| unsloth/gpt-oss-20b-BF16 | FP16 | Fits comfortably | 47.32 tok/sEstimated | 41GB (have 64GB) |
| trl-internal-testing/tiny-random-LlamaForCausalLM | Q4 | Fits comfortably | 217.58 tok/sEstimated | 4GB (have 64GB) |
| trl-internal-testing/tiny-random-LlamaForCausalLM | Q8 | Fits comfortably | 149.90 tok/sEstimated | 7GB (have 64GB) |
| Qwen/Qwen2.5-72B-Instruct | Q8 | Not supported | 33.38 tok/sEstimated | 70GB (have 64GB) |
| Qwen/Qwen3-4B | FP16 | Fits comfortably | 98.06 tok/sEstimated | 9GB (have 64GB) |
| meta-llama/Llama-Guard-3-1B | Q4 | Fits comfortably | 289.80 tok/sEstimated | 1GB (have 64GB) |
| openai-community/gpt2 | Q4 | Fits comfortably | 224.01 tok/sEstimated | 4GB (have 64GB) |
| openai-community/gpt2 | Q8 | Fits comfortably | 156.70 tok/sEstimated | 7GB (have 64GB) |
| openai-community/gpt2 | FP16 | Fits comfortably | 98.80 tok/sEstimated | 15GB (have 64GB) |
| Qwen/Qwen2.5-7B-Instruct | Q4 | Fits comfortably | 241.00 tok/sEstimated | 4GB (have 64GB) |
| Qwen/Qwen2.5-7B-Instruct | Q8 | Fits comfortably | 164.13 tok/sEstimated | 7GB (have 64GB) |
| meta-llama/Llama-3.1-8B-Instruct | FP16 | Fits comfortably | 95.53 tok/sEstimated | 17GB (have 64GB) |
| dphn/dolphin-2.9.1-yi-1.5-34b | FP16 | Not supported | 34.13 tok/sEstimated | 70GB (have 64GB) |
| openai/gpt-oss-20b | Q4 | Fits comfortably | 143.51 tok/sEstimated | 10GB (have 64GB) |
| openai/gpt-oss-20b | Q8 | Fits comfortably | 94.59 tok/sEstimated | 20GB (have 64GB) |
| openai/gpt-oss-20b | FP16 | Fits comfortably | 53.44 tok/sEstimated | 41GB (have 64GB) |
| Qwen/Qwen3-Embedding-0.6B | Q4 | Fits comfortably | 226.47 tok/sEstimated | 3GB (have 64GB) |
| Qwen/Qwen3-Embedding-0.6B | Q8 | Fits comfortably | 152.96 tok/sEstimated | 6GB (have 64GB) |
| Qwen/Qwen3-Embedding-0.6B | FP16 | Fits comfortably | 82.50 tok/sEstimated | 13GB (have 64GB) |
| facebook/opt-125m | FP16 | Fits comfortably | 85.00 tok/sEstimated | 15GB (have 64GB) |
| TinyLlama/TinyLlama-1.1B-Chat-v1.0 | Q4 | Fits comfortably | 277.15 tok/sEstimated | 1GB (have 64GB) |
| TinyLlama/TinyLlama-1.1B-Chat-v1.0 | Q8 | Fits comfortably | 213.69 tok/sEstimated | 1GB (have 64GB) |
| TinyLlama/TinyLlama-1.1B-Chat-v1.0 | FP16 | Fits comfortably | 107.06 tok/sEstimated | 2GB (have 64GB) |
| trl-internal-testing/tiny-Qwen2ForCausalLM-2.5 | Q4 | Fits comfortably | 253.01 tok/sEstimated | 4GB (have 64GB) |
| openai/gpt-oss-120b | FP16 | Not supported | 16.33 tok/sEstimated | 235GB (have 64GB) |
| Qwen/Qwen2.5-3B-Instruct | Q8 | Fits comfortably | 207.38 tok/sEstimated | 3GB (have 64GB) |
| Qwen/Qwen2.5-3B-Instruct | FP16 | Fits comfortably | 108.39 tok/sEstimated | 6GB (have 64GB) |
| nvidia/Llama-3.1-Nemotron-70B-Instruct-HF | Q4 | Fits comfortably | 51.29 tok/sEstimated | 34GB (have 64GB) |
Note: Performance estimates are calculated. Real results may vary. Methodology · Submit real data
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