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Quick Answer: Apple M4 Pro offers 64GB VRAM and starts around current market pricing. It delivers approximately 48 tokens/sec on facebook/sam3. It typically draws 30W 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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Rotate out primary variants whenever validation flags an issue.
| Model | Quantization | Tokens/sec | VRAM used |
|---|---|---|---|
| facebook/sam3 | Q4 | 48.32 tok/sEstimated Auto-generated benchmark | 1GB |
| tencent/HunyuanOCR | Q4 | 48.20 tok/sEstimated Auto-generated benchmark | 1GB |
| allenai/OLMo-2-0425-1B | Q4 | 48.14 tok/sEstimated Auto-generated benchmark | 1GB |
| deepseek-ai/DeepSeek-OCR | Q4 | 47.60 tok/sEstimated Auto-generated benchmark | 2GB |
| meta-llama/Llama-3.2-1B | Q4 | 47.56 tok/sEstimated Auto-generated benchmark | 1GB |
| nari-labs/Dia2-2B | Q4 | 47.27 tok/sEstimated Auto-generated benchmark | 2GB |
| unsloth/gemma-3-1b-it | Q4 | 47.13 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-Guard-3-1B | Q4 | 46.93 tok/sEstimated Auto-generated benchmark | 1GB |
| google-t5/t5-3b | Q4 | 46.62 tok/sEstimated Auto-generated benchmark | 2GB |
| google-bert/bert-base-uncased | Q4 | 46.17 tok/sEstimated Auto-generated benchmark | 1GB |
| bigcode/starcoder2-3b | Q4 | 45.40 tok/sEstimated Auto-generated benchmark | 2GB |
| TinyLlama/TinyLlama-1.1B-Chat-v1.0 | Q4 | 45.30 tok/sEstimated Auto-generated benchmark | 1GB |
| ibm-research/PowerMoE-3b | Q4 | 45.10 tok/sEstimated Auto-generated benchmark | 2GB |
| google/gemma-3-1b-it | Q4 | 44.71 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-3.2-1B-Instruct | Q4 | 44.43 tok/sEstimated Auto-generated benchmark | 1GB |
| unsloth/Llama-3.2-3B-Instruct | Q4 | 44.42 tok/sEstimated Auto-generated benchmark | 2GB |
| google/gemma-2-2b-it | Q4 | 44.39 tok/sEstimated Auto-generated benchmark | 1GB |
| unsloth/Llama-3.2-1B-Instruct | Q4 | 44.04 tok/sEstimated Auto-generated benchmark | 1GB |
| google/embeddinggemma-300m | Q4 | 43.43 tok/sEstimated Auto-generated benchmark | 1GB |
| apple/OpenELM-1_1B-Instruct | Q4 | 43.17 tok/sEstimated Auto-generated benchmark | 1GB |
| Qwen/Qwen2.5-3B | Q4 | 42.77 tok/sEstimated Auto-generated benchmark | 2GB |
| google/gemma-2b | Q4 | 42.67 tok/sEstimated Auto-generated benchmark | 1GB |
| deepseek-ai/deepseek-coder-1.3b-instruct | Q4 | 42.39 tok/sEstimated Auto-generated benchmark | 2GB |
| ibm-granite/granite-3.3-2b-instruct | Q4 | 42.03 tok/sEstimated Auto-generated benchmark | 1GB |
| LiquidAI/LFM2-1.2B | Q4 | 41.79 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-3.2-3B-Instruct | Q4 | 41.42 tok/sEstimated Auto-generated benchmark | 2GB |
| context-labs/meta-llama-Llama-3.2-3B-Instruct-FP16 | Q4 | 41.40 tok/sEstimated Auto-generated benchmark | 2GB |
| meta-llama/Llama-3.2-3B | Q4 | 41.21 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen2.5-3B-Instruct | Q4 | 40.48 tok/sEstimated Auto-generated benchmark | 2GB |
| NousResearch/Meta-Llama-3.1-8B-Instruct | Q4 | 40.10 tok/sEstimated Auto-generated benchmark | 4GB |
| GSAI-ML/LLaDA-8B-Base | Q4 | 40.06 tok/sEstimated Auto-generated benchmark | 4GB |
| parler-tts/parler-tts-large-v1 | Q4 | 40.06 tok/sEstimated Auto-generated benchmark | 4GB |
| zai-org/GLM-4.6-FP8 | Q4 | 40.02 tok/sEstimated Auto-generated benchmark | 4GB |
| inference-net/Schematron-3B | Q4 | 40.01 tok/sEstimated Auto-generated benchmark | 2GB |
| WeiboAI/VibeThinker-1.5B | Q4 | 39.93 tok/sEstimated Auto-generated benchmark | 1GB |
| Qwen/Qwen2.5-Coder-7B-Instruct | Q4 | 39.78 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B-Instruct-2507 | Q4 | 39.73 tok/sEstimated Auto-generated benchmark | 2GB |
| deepseek-ai/DeepSeek-V3 | Q4 | 39.70 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-8B-Base | Q4 | 39.69 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B | Q4 | 39.69 tok/sEstimated Auto-generated benchmark | 2GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-7B | Q4 | 39.69 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-1.5B | Q4 | 39.62 tok/sEstimated Auto-generated benchmark | 3GB |
| unsloth/mistral-7b-v0.3-bnb-4bit | Q4 | 39.58 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-3.1-8B-Instruct | Q4 | 39.56 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-R1-0528 | Q4 | 39.50 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/VibeVoice-1.5B | Q4 | 39.35 tok/sEstimated Auto-generated benchmark | 3GB |
| meta-llama/Meta-Llama-3-8B | Q4 | 39.31 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-4-mini-instruct | Q4 | 39.28 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Meta-Llama-3-8B-Instruct | Q4 | 39.19 tok/sEstimated Auto-generated benchmark | 4GB |
| mistralai/Mistral-7B-Instruct-v0.1 | Q4 | 39.10 tok/sEstimated Auto-generated benchmark | 4GB |
| facebook/opt-125m | Q4 | 39.10 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-3.5-mini-instruct | Q4 | 38.83 tok/sEstimated Auto-generated benchmark | 4GB |
| GSAI-ML/LLaDA-8B-Instruct | Q4 | 38.80 tok/sEstimated Auto-generated benchmark | 4GB |
| llamafactory/tiny-random-Llama-3 | Q4 | 38.76 tok/sEstimated Auto-generated benchmark | 4GB |
| HuggingFaceH4/zephyr-7b-beta | Q4 | 38.74 tok/sEstimated Auto-generated benchmark | 4GB |
| huggyllama/llama-7b | Q4 | 38.67 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-0.6B | Q4 | 38.67 tok/sEstimated Auto-generated benchmark | 3GB |
| unsloth/Meta-Llama-3.1-8B-Instruct | Q4 | 38.59 tok/sEstimated Auto-generated benchmark | 4GB |
| openai-community/gpt2-xl | Q4 | 38.57 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-V3.1 | Q4 | 38.50 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B-Thinking-2507-FP8 | Q4 | 38.40 tok/sEstimated Auto-generated benchmark | 2GB |
| rednote-hilab/dots.ocr | Q4 | 38.40 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-V3-0324 | Q4 | 38.27 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-Guard-3-8B | Q4 | 38.20 tok/sEstimated Auto-generated benchmark | 4GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-8bit | Q4 | 38.16 tok/sEstimated Auto-generated benchmark | 2GB |
| tencent/HunyuanVideo-1.5 | Q4 | 38.16 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-1.7B-Base | Q4 | 38.13 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-Coder-1.5B | Q4 | 38.12 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen3-1.7B | Q4 | 38.05 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-3-mini-128k-instruct | Q4 | 38.00 tok/sEstimated Auto-generated benchmark | 4GB |
| lmsys/vicuna-7b-v1.5 | Q4 | 37.97 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-7B | Q4 | 37.81 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2-0.5B-Instruct | Q4 | 37.81 tok/sEstimated Auto-generated benchmark | 3GB |
| sshleifer/tiny-gpt2 | Q4 | 37.71 tok/sEstimated Auto-generated benchmark | 4GB |
| Tongyi-MAI/Z-Image-Turbo | Q4 | 37.71 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B | Q4 | 37.67 tok/sEstimated Auto-generated benchmark | 3GB |
| liuhaotian/llava-v1.5-7b | Q4 | 37.42 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-Reranker-0.6B | Q4 | 37.31 tok/sEstimated Auto-generated benchmark | 3GB |
| meta-llama/Llama-3.2-3B-Instruct | Q4 | 37.24 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen2-1.5B-Instruct | Q4 | 37.19 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen3-8B | Q4 | 37.18 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-Embedding-4B | Q4 | 37.18 tok/sEstimated Auto-generated benchmark | 2GB |
| deepseek-ai/DeepSeek-R1 | Q4 | 37.09 tok/sEstimated Auto-generated benchmark | 4GB |
| zai-org/GLM-4.5-Air | Q4 | 37.08 tok/sEstimated Auto-generated benchmark | 4GB |
| skt/kogpt2-base-v2 | Q4 | 36.87 tok/sEstimated Auto-generated benchmark | 4GB |
| MiniMaxAI/MiniMax-M2 | Q4 | 36.84 tok/sEstimated Auto-generated benchmark | 4GB |
| Alibaba-NLP/gte-Qwen2-1.5B-instruct | Q4 | 36.71 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen3-4B-Thinking-2507 | Q4 | 36.67 tok/sEstimated Auto-generated benchmark | 2GB |
| openai-community/gpt2-medium | Q4 | 36.60 tok/sEstimated Auto-generated benchmark | 4GB |
| EleutherAI/pythia-70m-deduped | Q4 | 36.41 tok/sEstimated Auto-generated benchmark | 4GB |
| trl-internal-testing/tiny-LlamaForCausalLM-3.2 | Q4 | 36.34 tok/sEstimated Auto-generated benchmark | 4GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-4bit | Q4 | 36.25 tok/sEstimated Auto-generated benchmark | 2GB |
| openai-community/gpt2 | Q4 | 36.24 tok/sEstimated Auto-generated benchmark | 4GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit | Q4 | 36.18 tok/sEstimated Auto-generated benchmark | 2GB |
| black-forest-labs/FLUX.1-dev | Q4 | 36.16 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-2-7b-hf | Q4 | 36.15 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-7B-Instruct | Q4 | 36.06 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/phi-2 | Q4 | 35.97 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-0.5B-Instruct | Q4 | 35.96 tok/sEstimated Auto-generated benchmark | 3GB |
| meta-llama/Llama-2-7b-chat-hf | Q4 | 35.87 tok/sEstimated Auto-generated benchmark | 4GB |
| ibm-granite/granite-docling-258M | Q4 | 35.84 tok/sEstimated Auto-generated benchmark | 4GB |
| trl-internal-testing/tiny-Qwen2ForCausalLM-2.5 | Q4 | 35.72 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/DialoGPT-small | Q4 | 35.64 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-3.5-mini-instruct | Q4 | 35.59 tok/sEstimated Auto-generated benchmark | 2GB |
| HuggingFaceM4/tiny-random-LlamaForCausalLM | Q4 | 35.59 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-0.6B-Base | Q4 | 35.58 tok/sEstimated Auto-generated benchmark | 3GB |
| HuggingFaceTB/SmolLM2-135M | Q4 | 35.53 tok/sEstimated Auto-generated benchmark | 4GB |
| ibm-granite/granite-3.3-8b-instruct | Q4 | 35.53 tok/sEstimated Auto-generated benchmark | 4GB |
| hmellor/tiny-random-LlamaForCausalLM | Q4 | 35.50 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-7B-Instruct | Q4 | 35.40 tok/sEstimated Auto-generated benchmark | 4GB |
| distilbert/distilgpt2 | Q4 | 35.40 tok/sEstimated Auto-generated benchmark | 4GB |
| BSC-LT/salamandraTA-7b-instruct | Q4 | 35.23 tok/sEstimated Auto-generated benchmark | 4GB |
| petals-team/StableBeluga2 | Q4 | 35.13 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen-Image-Edit-2509 | Q4 | 34.88 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-3.1-8B | Q4 | 34.79 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-8B-FP8 | Q4 | 34.72 tok/sEstimated Auto-generated benchmark | 4GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-8bit | Q4 | 34.67 tok/sEstimated Auto-generated benchmark | 4GB |
| EleutherAI/gpt-neo-125m | Q4 | 34.65 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-Math-1.5B | Q4 | 34.62 tok/sEstimated Auto-generated benchmark | 3GB |
| IlyaGusev/saiga_llama3_8b | Q4 | 34.46 tok/sEstimated Auto-generated benchmark | 4GB |
| mistralai/Mistral-7B-Instruct-v0.2 | Q4 | 34.29 tok/sEstimated Auto-generated benchmark | 4GB |
| bigscience/bloomz-560m | Q4 | 34.29 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B-Base | Q4 | 34.28 tok/sEstimated Auto-generated benchmark | 2GB |
| openai-community/gpt2-large | Q4 | 34.24 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-Embedding-8B | Q4 | 34.24 tok/sEstimated Auto-generated benchmark | 4GB |
| google/gemma-3-270m-it | Q4 | 34.22 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct | Q4 | 34.14 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2-0.5B | Q4 | 34.13 tok/sEstimated Auto-generated benchmark | 3GB |
| mistralai/Mistral-7B-v0.1 | Q4 | 34.05 tok/sEstimated Auto-generated benchmark | 4GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-4bit | Q4 | 34.02 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-1.5B-Instruct | Q4 | 33.97 tok/sEstimated Auto-generated benchmark | 3GB |
| microsoft/Phi-3-mini-4k-instruct | Q4 | 33.95 tok/sEstimated Auto-generated benchmark | 4GB |
| Gensyn/Qwen2.5-0.5B-Instruct | Q4 | 33.92 tok/sEstimated Auto-generated benchmark | 3GB |
| dicta-il/dictalm2.0-instruct | Q4 | 33.86 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/DialoGPT-medium | Q4 | 33.73 tok/sEstimated Auto-generated benchmark | 4GB |
| vikhyatk/moondream2 | Q4 | 33.73 tok/sEstimated Auto-generated benchmark | 4GB |
| numind/NuExtract-1.5 | Q4 | 33.71 tok/sEstimated Auto-generated benchmark | 4GB |
| google/gemma-2-2b-it | Q8 | 33.66 tok/sEstimated Auto-generated benchmark | 2GB |
| allenai/Olmo-3-7B-Think | Q4 | 33.65 tok/sEstimated Auto-generated benchmark | 4GB |
| trl-internal-testing/tiny-random-LlamaForCausalLM | Q4 | 33.63 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2-7B-Instruct | Q4 | 33.61 tok/sEstimated Auto-generated benchmark | 4GB |
| unsloth/Llama-3.2-3B-Instruct | Q8 | 33.54 tok/sEstimated Auto-generated benchmark | 3GB |
| google/gemma-3-1b-it | Q8 | 33.53 tok/sEstimated Auto-generated benchmark | 1GB |
| black-forest-labs/FLUX.2-dev | Q4 | 33.47 tok/sEstimated Auto-generated benchmark | 4GB |
| HuggingFaceTB/SmolLM-135M | Q4 | 33.41 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-Embedding-0.6B | Q4 | 33.37 tok/sEstimated Auto-generated benchmark | 3GB |
| meta-llama/Llama-3.2-1B-Instruct | Q8 | 33.36 tok/sEstimated Auto-generated benchmark | 1GB |
| microsoft/phi-4 | Q4 | 33.36 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-4-multimodal-instruct | Q4 | 33.32 tok/sEstimated Auto-generated benchmark | 4GB |
| ibm-granite/granite-3.3-2b-instruct | Q8 | 33.32 tok/sEstimated Auto-generated benchmark | 2GB |
| allenai/OLMo-2-0425-1B | Q8 | 33.30 tok/sEstimated Auto-generated benchmark | 1GB |
| kaitchup/Phi-3-mini-4k-instruct-gptq-4bit | Q4 | 33.29 tok/sEstimated Auto-generated benchmark | 2GB |
| nari-labs/Dia2-2B | Q8 | 33.28 tok/sEstimated Auto-generated benchmark | 3GB |
| unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit | Q4 | 33.26 tok/sEstimated Auto-generated benchmark | 4GB |
| rinna/japanese-gpt-neox-small | Q4 | 33.23 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-R1-Distill-Llama-8B | Q4 | 33.19 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-0.5B | Q4 | 33.12 tok/sEstimated Auto-generated benchmark | 3GB |
| swiss-ai/Apertus-8B-Instruct-2509 | Q4 | 33.09 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-3.5-vision-instruct | Q4 | 33.07 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-3.2-3B-Instruct | Q8 | 32.98 tok/sEstimated Auto-generated benchmark | 3GB |
| WeiboAI/VibeThinker-1.5B | Q8 | 32.92 tok/sEstimated Auto-generated benchmark | 2GB |
| meta-llama/Llama-3.2-1B | Q8 | 32.69 tok/sEstimated Auto-generated benchmark | 1GB |
| TinyLlama/TinyLlama-1.1B-Chat-v1.0 | Q8 | 32.30 tok/sEstimated Auto-generated benchmark | 1GB |
| deepseek-ai/DeepSeek-OCR | Q8 | 32.30 tok/sEstimated Auto-generated benchmark | 4GB |
| google/embeddinggemma-300m | Q8 | 31.89 tok/sEstimated Auto-generated benchmark | 1GB |
| bigcode/starcoder2-3b | Q8 | 31.87 tok/sEstimated Auto-generated benchmark | 3GB |
| google-t5/t5-3b | Q8 | 31.83 tok/sEstimated Auto-generated benchmark | 3GB |
| unsloth/Llama-3.2-1B-Instruct | Q8 | 31.77 tok/sEstimated Auto-generated benchmark | 1GB |
| tencent/HunyuanOCR | Q8 | 31.23 tok/sEstimated Auto-generated benchmark | 2GB |
| facebook/sam3 | Q8 | 30.94 tok/sEstimated Auto-generated benchmark | 1GB |
| ibm-research/PowerMoE-3b | Q8 | 30.80 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen2.5-3B | Q8 | 30.44 tok/sEstimated Auto-generated benchmark | 3GB |
| meta-llama/Llama-3.2-3B | Q8 | 30.25 tok/sEstimated Auto-generated benchmark | 3GB |
| mistralai/Ministral-3-14B-Instruct-2512 | Q4 | 29.80 tok/sEstimated Auto-generated benchmark | 8GB |
| Qwen/Qwen2.5-3B-Instruct | Q8 | 29.67 tok/sEstimated Auto-generated benchmark | 3GB |
| unsloth/gemma-3-1b-it | Q8 | 29.42 tok/sEstimated Auto-generated benchmark | 1GB |
| Qwen/Qwen2.5-14B-Instruct | Q4 | 29.35 tok/sEstimated Auto-generated benchmark | 8GB |
| microsoft/Phi-3-medium-128k-instruct | Q4 | 29.24 tok/sEstimated Auto-generated benchmark | 7GB |
| EssentialAI/rnj-1 | Q4 | 29.20 tok/sEstimated Auto-generated benchmark | 5GB |
| Qwen/Qwen3-14B | Q4 | 29.18 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-14B-Instruct | Q4 | 29.16 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-14B | Q4 | 29.13 tok/sEstimated Auto-generated benchmark | 7GB |
| apple/OpenELM-1_1B-Instruct | Q8 | 28.77 tok/sEstimated Auto-generated benchmark | 1GB |
| context-labs/meta-llama-Llama-3.2-3B-Instruct-FP16 | Q8 | 28.72 tok/sEstimated Auto-generated benchmark | 3GB |
| google/gemma-2b | Q8 | 28.70 tok/sEstimated Auto-generated benchmark | 2GB |
| ai-forever/ruGPT-3.5-13B | Q4 | 28.45 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Llama-Guard-3-1B | Q8 | 28.44 tok/sEstimated Auto-generated benchmark | 1GB |
| inference-net/Schematron-3B | Q8 | 28.29 tok/sEstimated Auto-generated benchmark | 3GB |
| microsoft/phi-2 | Q8 | 28.19 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Llama-3.1-8B-Instruct | Q4 | 28.16 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen-Image-Edit-2509 | Q8 | 28.16 tok/sEstimated Auto-generated benchmark | 8GB |
| skt/kogpt2-base-v2 | Q8 | 28.11 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-7B-Instruct | Q8 | 28.05 tok/sEstimated Auto-generated benchmark | 8GB |
| zai-org/GLM-4.5-Air | Q8 | 28.03 tok/sEstimated Auto-generated benchmark | 7GB |
| HuggingFaceM4/tiny-random-LlamaForCausalLM | Q8 | 27.98 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/deepseek-coder-1.3b-instruct | Q8 | 27.94 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen3-4B-Thinking-2507-FP8 | Q8 | 27.94 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-8B-Base | Q8 | 27.93 tok/sEstimated Auto-generated benchmark | 9GB |
| microsoft/Phi-3-mini-4k-instruct | Q8 | 27.90 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-0.5B | Q8 | 27.88 tok/sEstimated Auto-generated benchmark | 5GB |
| distilbert/distilgpt2 | Q8 | 27.87 tok/sEstimated Auto-generated benchmark | 7GB |
| swiss-ai/Apertus-8B-Instruct-2509 | Q8 | 27.84 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen3-8B | Q8 | 27.81 tok/sEstimated Auto-generated benchmark | 9GB |
| google-bert/bert-base-uncased | Q8 | 27.79 tok/sEstimated Auto-generated benchmark | 1GB |
| sshleifer/tiny-gpt2 | Q8 | 27.78 tok/sEstimated Auto-generated benchmark | 7GB |
| mistralai/Mistral-7B-Instruct-v0.2 | Q8 | 27.77 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Llama-3.2-3B-Instruct | Q8 | 27.77 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen2-0.5B | Q8 | 27.74 tok/sEstimated Auto-generated benchmark | 5GB |
| LiquidAI/LFM2-1.2B | Q8 | 27.72 tok/sEstimated Auto-generated benchmark | 2GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-8bit | Q8 | 27.67 tok/sEstimated Auto-generated benchmark | 9GB |
| deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct | Q8 | 27.65 tok/sEstimated Auto-generated benchmark | 7GB |
| ibm-granite/granite-3.3-8b-instruct | Q8 | 27.49 tok/sEstimated Auto-generated benchmark | 9GB |
| openai-community/gpt2-xl | Q8 | 27.39 tok/sEstimated Auto-generated benchmark | 7GB |
| parler-tts/parler-tts-large-v1 | Q8 | 27.27 tok/sEstimated Auto-generated benchmark | 7GB |
| HuggingFaceTB/SmolLM2-135M | Q8 | 27.23 tok/sEstimated Auto-generated benchmark | 7GB |
| HuggingFaceH4/zephyr-7b-beta | Q8 | 27.16 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-0.6B | Q8 | 27.15 tok/sEstimated Auto-generated benchmark | 6GB |
| deepseek-ai/DeepSeek-R1 | Q8 | 27.15 tok/sEstimated Auto-generated benchmark | 7GB |
| tencent/HunyuanVideo-1.5 | Q8 | 27.10 tok/sEstimated Auto-generated benchmark | 8GB |
| unsloth/mistral-7b-v0.3-bnb-4bit | Q8 | 27.10 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Llama-2-7b-chat-hf | Q8 | 27.09 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/DialoGPT-medium | Q8 | 27.06 tok/sEstimated Auto-generated benchmark | 7GB |
| huggyllama/llama-7b | Q8 | 27.03 tok/sEstimated Auto-generated benchmark | 7GB |
| mistralai/Mistral-7B-Instruct-v0.1 | Q8 | 27.01 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/DeepSeek-V3.1 | Q8 | 26.99 tok/sEstimated Auto-generated benchmark | 7GB |
| bigscience/bloomz-560m | Q8 | 26.86 tok/sEstimated Auto-generated benchmark | 7GB |
| GSAI-ML/LLaDA-8B-Instruct | Q8 | 26.83 tok/sEstimated Auto-generated benchmark | 9GB |
| NousResearch/Hermes-3-Llama-3.1-8B | Q4 | 26.81 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-7B | Q8 | 26.79 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-4B-Instruct-2507 | Q8 | 26.75 tok/sEstimated Auto-generated benchmark | 4GB |
| NousResearch/Meta-Llama-3.1-8B-Instruct | Q8 | 26.75 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen3-Embedding-0.6B | Q8 | 26.72 tok/sEstimated Auto-generated benchmark | 6GB |
| OpenPipe/Qwen3-14B-Instruct | Q4 | 26.70 tok/sEstimated Auto-generated benchmark | 7GB |
| vikhyatk/moondream2 | Q8 | 26.65 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/Phi-3-mini-128k-instruct | Q8 | 26.54 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-8B-FP8 | Q8 | 26.48 tok/sEstimated Auto-generated benchmark | 9GB |
| Gensyn/Qwen2.5-0.5B-Instruct | Q8 | 26.40 tok/sEstimated Auto-generated benchmark | 5GB |
| meta-llama/Llama-2-13b-chat-hf | Q4 | 26.36 tok/sEstimated Auto-generated benchmark | 7GB |
| unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit | Q8 | 26.33 tok/sEstimated Auto-generated benchmark | 9GB |
| EleutherAI/pythia-70m-deduped | Q8 | 26.33 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/Phi-3.5-mini-instruct | Q8 | 26.26 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/Phi-4-mini-instruct | Q8 | 26.25 tok/sEstimated Auto-generated benchmark | 7GB |
| EleutherAI/gpt-neo-125m | Q8 | 26.19 tok/sEstimated Auto-generated benchmark | 7GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-4bit | Q8 | 26.15 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Meta-Llama-3-8B-Instruct | Q8 | 26.07 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen2.5-7B-Instruct | Q8 | 26.05 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/DeepSeek-R1-Distill-Llama-8B | Q8 | 26.04 tok/sEstimated Auto-generated benchmark | 9GB |
| meta-llama/Llama-3.1-8B-Instruct | Q8 | 26.02 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen3-14B-Base | Q4 | 26.01 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-4B-Base | Q8 | 25.83 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-Guard-3-8B | Q8 | 25.78 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen2.5-Coder-1.5B | Q8 | 25.77 tok/sEstimated Auto-generated benchmark | 5GB |
| openai-community/gpt2 | Q8 | 25.76 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/phi-4 | Q8 | 25.75 tok/sEstimated Auto-generated benchmark | 7GB |
| black-forest-labs/FLUX.2-dev | Q8 | 25.73 tok/sEstimated Auto-generated benchmark | 8GB |
| Qwen/Qwen3-1.7B | Q8 | 25.62 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/DialoGPT-small | Q8 | 25.59 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-Math-1.5B | Q8 | 25.57 tok/sEstimated Auto-generated benchmark | 5GB |
| Qwen/Qwen2-7B-Instruct | Q8 | 25.57 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-1.5B | Q8 | 25.56 tok/sEstimated Auto-generated benchmark | 5GB |
| Qwen/Qwen3-4B-Thinking-2507 | Q8 | 25.54 tok/sEstimated Auto-generated benchmark | 4GB |
| allenai/Olmo-3-7B-Think | Q8 | 25.50 tok/sEstimated Auto-generated benchmark | 8GB |
| google/gemma-2-9b-it | Q4 | 25.49 tok/sEstimated Auto-generated benchmark | 5GB |
| trl-internal-testing/tiny-random-LlamaForCausalLM | Q8 | 25.43 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-Reranker-0.6B | Q8 | 25.39 tok/sEstimated Auto-generated benchmark | 6GB |
| Alibaba-NLP/gte-Qwen2-1.5B-instruct | Q8 | 25.34 tok/sEstimated Auto-generated benchmark | 5GB |
| nvidia/NVIDIA-Nemotron-Nano-9B-v2 | Q4 | 25.22 tok/sEstimated Auto-generated benchmark | 5GB |
| deepseek-ai/DeepSeek-V3 | Q8 | 25.22 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-0.6B-Base | Q8 | 25.18 tok/sEstimated Auto-generated benchmark | 6GB |
| unsloth/Meta-Llama-3.1-8B-Instruct | Q8 | 25.11 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen2-0.5B-Instruct | Q8 | 25.09 tok/sEstimated Auto-generated benchmark | 5GB |
| Qwen/Qwen2.5-Coder-7B-Instruct | Q8 | 25.07 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B | Q8 | 25.03 tok/sEstimated Auto-generated benchmark | 5GB |
| meta-llama/Meta-Llama-3-8B | Q8 | 24.95 tok/sEstimated Auto-generated benchmark | 9GB |
| black-forest-labs/FLUX.1-dev | Q8 | 24.93 tok/sEstimated Auto-generated benchmark | 8GB |
| ibm-granite/granite-docling-258M | Q8 | 24.88 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/VibeVoice-1.5B | Q8 | 24.86 tok/sEstimated Auto-generated benchmark | 5GB |
| petals-team/StableBeluga2 | Q8 | 24.84 tok/sEstimated Auto-generated benchmark | 7GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-8bit | Q8 | 24.76 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-Embedding-8B | Q8 | 24.75 tok/sEstimated Auto-generated benchmark | 9GB |
| kaitchup/Phi-3-mini-4k-instruct-gptq-4bit | Q8 | 24.75 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-2-7b-hf | Q8 | 24.63 tok/sEstimated Auto-generated benchmark | 7GB |
| openai-community/gpt2-large | Q8 | 24.63 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-Embedding-4B | Q8 | 24.47 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-V3-0324 | Q8 | 24.44 tok/sEstimated Auto-generated benchmark | 7GB |
| dicta-il/dictalm2.0-instruct | Q8 | 24.43 tok/sEstimated Auto-generated benchmark | 7GB |
| GSAI-ML/LLaDA-8B-Base | Q8 | 24.33 tok/sEstimated Auto-generated benchmark | 9GB |
| HuggingFaceTB/SmolLM-135M | Q8 | 24.32 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-0.5B-Instruct | Q8 | 24.30 tok/sEstimated Auto-generated benchmark | 5GB |
| Qwen/Qwen2.5-1.5B-Instruct | Q8 | 24.23 tok/sEstimated Auto-generated benchmark | 5GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-4bit | Q8 | 24.17 tok/sEstimated Auto-generated benchmark | 9GB |
| microsoft/Phi-3.5-mini-instruct | Q8 | 24.12 tok/sEstimated Auto-generated benchmark | 4GB |
| trl-internal-testing/tiny-Qwen2ForCausalLM-2.5 | Q8 | 24.10 tok/sEstimated Auto-generated benchmark | 7GB |
| llamafactory/tiny-random-Llama-3 | Q8 | 24.08 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-4B | Q8 | 24.08 tok/sEstimated Auto-generated benchmark | 4GB |
| liuhaotian/llava-v1.5-7b | Q8 | 24.05 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/Phi-4-multimodal-instruct | Q8 | 24.02 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2-1.5B-Instruct | Q8 | 24.00 tok/sEstimated Auto-generated benchmark | 5GB |
| numind/NuExtract-1.5 | Q8 | 23.91 tok/sEstimated Auto-generated benchmark | 7GB |
| google/gemma-3-270m-it | Q8 | 23.87 tok/sEstimated Auto-generated benchmark | 7GB |
| BSC-LT/salamandraTA-7b-instruct | Q8 | 23.84 tok/sEstimated Auto-generated benchmark | 7GB |
| mistralai/Mistral-7B-v0.1 | Q8 | 23.83 tok/sEstimated Auto-generated benchmark | 7GB |
| rinna/japanese-gpt-neox-small | Q8 | 23.68 tok/sEstimated Auto-generated benchmark | 7GB |
| zai-org/GLM-4.6-FP8 | Q8 | 23.68 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-7B | Q8 | 23.67 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/Phi-3.5-vision-instruct | Q8 | 23.61 tok/sEstimated Auto-generated benchmark | 7GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit | Q8 | 23.57 tok/sEstimated Auto-generated benchmark | 4GB |
| lmsys/vicuna-7b-v1.5 | Q8 | 23.55 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Llama-3.1-8B | Q8 | 23.52 tok/sEstimated Auto-generated benchmark | 9GB |
| Tongyi-MAI/Z-Image-Turbo | Q8 | 23.52 tok/sEstimated Auto-generated benchmark | 8GB |
| facebook/opt-125m | Q8 | 23.51 tok/sEstimated Auto-generated benchmark | 7GB |
| rednote-hilab/dots.ocr | Q8 | 23.43 tok/sEstimated Auto-generated benchmark | 7GB |
| openai-community/gpt2-medium | Q8 | 23.42 tok/sEstimated Auto-generated benchmark | 7GB |
| trl-internal-testing/tiny-LlamaForCausalLM-3.2 | Q8 | 23.35 tok/sEstimated Auto-generated benchmark | 7GB |
| IlyaGusev/saiga_llama3_8b | Q8 | 23.31 tok/sEstimated Auto-generated benchmark | 9GB |
| deepseek-ai/DeepSeek-R1-0528 | Q8 | 23.31 tok/sEstimated Auto-generated benchmark | 7GB |
| hmellor/tiny-random-LlamaForCausalLM | Q8 | 23.29 tok/sEstimated Auto-generated benchmark | 7GB |
| MiniMaxAI/MiniMax-M2 | Q8 | 23.16 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-1.7B-Base | Q8 | 23.10 tok/sEstimated Auto-generated benchmark | 7GB |
| mistralai/Mistral-Small-Instruct-2409 | Q4 | 21.96 tok/sEstimated Auto-generated benchmark | 11GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507-FP8 | Q4 | 21.86 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-Coder-30B-A3B-Instruct | Q4 | 21.67 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507 | Q4 | 21.66 tok/sEstimated Auto-generated benchmark | 15GB |
| mlx-community/gpt-oss-20b-MXFP4-Q8 | Q4 | 21.62 tok/sEstimated Auto-generated benchmark | 10GB |
| unsloth/gpt-oss-20b-BF16 | Q4 | 21.31 tok/sEstimated Auto-generated benchmark | 10GB |
| Qwen/Qwen3-30B-A3B-Thinking-2507 | Q4 | 20.95 tok/sEstimated Auto-generated benchmark | 15GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit | Q4 | 20.77 tok/sEstimated Auto-generated benchmark | 15GB |
| EssentialAI/rnj-1 | Q8 | 20.67 tok/sEstimated Auto-generated benchmark | 10GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit | Q4 | 20.65 tok/sEstimated Auto-generated benchmark | 15GB |
| nvidia/NVIDIA-Nemotron-Nano-9B-v2 | Q8 | 20.58 tok/sEstimated Auto-generated benchmark | 10GB |
| unsloth/gpt-oss-20b-unsloth-bnb-4bit | Q4 | 20.52 tok/sEstimated Auto-generated benchmark | 10GB |
| Qwen/Qwen3-30B-A3B | Q4 | 19.86 tok/sEstimated Auto-generated benchmark | 15GB |
| google/gemma-2-27b-it | Q4 | 19.62 tok/sEstimated Auto-generated benchmark | 14GB |
| Qwen/Qwen3-14B-Base | Q8 | 19.56 tok/sEstimated Auto-generated benchmark | 14GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-5bit | Q4 | 19.50 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/Phi-3-medium-128k-instruct | Q8 | 19.44 tok/sEstimated Auto-generated benchmark | 14GB |
| google/gemma-2-9b-it | Q8 | 19.40 tok/sEstimated Auto-generated benchmark | 10GB |
| openai/gpt-oss-safeguard-20b | Q4 | 19.22 tok/sEstimated Auto-generated benchmark | 11GB |
| meta-llama/Llama-2-13b-chat-hf | Q8 | 19.12 tok/sEstimated Auto-generated benchmark | 13GB |
| Qwen/Qwen2.5-14B-Instruct | Q8 | 18.87 tok/sEstimated Auto-generated benchmark | 14GB |
| deepseek-ai/DeepSeek-OCR | FP16 | 18.75 tok/sEstimated Auto-generated benchmark | 7GB |
| openai/gpt-oss-20b | Q4 | 18.53 tok/sEstimated Auto-generated benchmark | 10GB |
| mistralai/Ministral-3-14B-Instruct-2512 | Q8 | 18.51 tok/sEstimated Auto-generated benchmark | 16GB |
| OpenPipe/Qwen3-14B-Instruct | Q8 | 18.38 tok/sEstimated Auto-generated benchmark | 14GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-4bit | Q4 | 18.33 tok/sEstimated Auto-generated benchmark | 15GB |
| ai-forever/ruGPT-3.5-13B | Q8 | 18.29 tok/sEstimated Auto-generated benchmark | 13GB |
| TinyLlama/TinyLlama-1.1B-Chat-v1.0 | FP16 | 18.16 tok/sEstimated Auto-generated benchmark | 2GB |
| deepseek-ai/deepseek-coder-1.3b-instruct | FP16 | 18.13 tok/sEstimated Auto-generated benchmark | 6GB |
| meta-llama/Llama-3.1-8B-Instruct | Q8 | 18.11 tok/sEstimated Auto-generated benchmark | 9GB |
| NousResearch/Hermes-3-Llama-3.1-8B | Q8 | 17.86 tok/sEstimated Auto-generated benchmark | 9GB |
| context-labs/meta-llama-Llama-3.2-3B-Instruct-FP16 | FP16 | 17.77 tok/sEstimated Auto-generated benchmark | 6GB |
| apple/OpenELM-1_1B-Instruct | FP16 | 17.73 tok/sEstimated Auto-generated benchmark | 2GB |
| google/gemma-2b | FP16 | 17.73 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-14B-Instruct | Q8 | 17.69 tok/sEstimated Auto-generated benchmark | 15GB |
| unsloth/gemma-3-1b-it | FP16 | 17.65 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen3-14B | Q8 | 17.42 tok/sEstimated Auto-generated benchmark | 14GB |
| tencent/HunyuanOCR | FP16 | 17.41 tok/sEstimated Auto-generated benchmark | 3GB |
| google-t5/t5-3b | FP16 | 17.41 tok/sEstimated Auto-generated benchmark | 6GB |
| Qwen/Qwen2.5-14B | Q8 | 17.40 tok/sEstimated Auto-generated benchmark | 14GB |
| google/gemma-2-2b-it | FP16 | 17.18 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-3.2-1B-Instruct | FP16 | 17.14 tok/sEstimated Auto-generated benchmark | 2GB |
| WeiboAI/VibeThinker-1.5B | FP16 | 17.11 tok/sEstimated Auto-generated benchmark | 4GB |
| google/embeddinggemma-300m | FP16 | 17.09 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-3.2-3B | FP16 | 16.97 tok/sEstimated Auto-generated benchmark | 6GB |
| meta-llama/Llama-Guard-3-1B | FP16 | 16.79 tok/sEstimated Auto-generated benchmark | 2GB |
| nari-labs/Dia2-2B | FP16 | 16.77 tok/sEstimated Auto-generated benchmark | 5GB |
| meta-llama/Llama-3.2-1B | FP16 | 16.70 tok/sEstimated Auto-generated benchmark | 2GB |
| google/gemma-3-1b-it | FP16 | 16.56 tok/sEstimated Auto-generated benchmark | 2GB |
| inference-net/Schematron-3B | FP16 | 16.37 tok/sEstimated Auto-generated benchmark | 6GB |
| unsloth/Llama-3.2-1B-Instruct | FP16 | 16.25 tok/sEstimated Auto-generated benchmark | 2GB |
| ibm-granite/granite-3.3-2b-instruct | FP16 | 16.02 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-3B | FP16 | 15.91 tok/sEstimated Auto-generated benchmark | 6GB |
| unsloth/Llama-3.2-3B-Instruct | FP16 | 15.85 tok/sEstimated Auto-generated benchmark | 6GB |
| google-bert/bert-base-uncased | FP16 | 15.74 tok/sEstimated Auto-generated benchmark | 1GB |
| ibm-research/PowerMoE-3b | FP16 | 15.69 tok/sEstimated Auto-generated benchmark | 6GB |
| LiquidAI/LFM2-1.2B | FP16 | 15.57 tok/sEstimated Auto-generated benchmark | 4GB |
| unsloth/gpt-oss-20b-unsloth-bnb-4bit | Q8 | 15.44 tok/sEstimated Auto-generated benchmark | 20GB |
| bigcode/starcoder2-3b | FP16 | 15.43 tok/sEstimated Auto-generated benchmark | 6GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507-FP8 | Q8 | 15.38 tok/sEstimated Auto-generated benchmark | 31GB |
| allenai/OLMo-2-0425-1B | FP16 | 15.27 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen2.5-1.5B-Instruct | FP16 | 15.21 tok/sEstimated Auto-generated benchmark | 11GB |
| meta-llama/Llama-3.2-3B-Instruct | FP16 | 15.12 tok/sEstimated Auto-generated benchmark | 6GB |
| parler-tts/parler-tts-large-v1 | FP16 | 15.09 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-Reranker-0.6B | FP16 | 15.09 tok/sEstimated Auto-generated benchmark | 13GB |
| facebook/sam3 | FP16 | 15.08 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen2.5-3B-Instruct | FP16 | 15.06 tok/sEstimated Auto-generated benchmark | 6GB |
| microsoft/Phi-3.5-mini-instruct | FP16 | 15.03 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-8B | FP16 | 15.01 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen2.5-Coder-7B-Instruct | FP16 | 15.00 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-Embedding-4B | FP16 | 15.00 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen-Image-Edit-2509 | FP16 | 14.98 tok/sEstimated Auto-generated benchmark | 16GB |
| EleutherAI/gpt-neo-125m | FP16 | 14.95 tok/sEstimated Auto-generated benchmark | 15GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit | FP16 | 14.90 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen2-0.5B | FP16 | 14.85 tok/sEstimated Auto-generated benchmark | 11GB |
| trl-internal-testing/tiny-Qwen2ForCausalLM-2.5 | FP16 | 14.83 tok/sEstimated Auto-generated benchmark | 15GB |
| deepseek-ai/DeepSeek-V3-0324 | FP16 | 14.82 tok/sEstimated Auto-generated benchmark | 15GB |
| deepseek-ai/DeepSeek-V3.1 | FP16 | 14.76 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-4B-Thinking-2507 | FP16 | 14.76 tok/sEstimated Auto-generated benchmark | 9GB |
| microsoft/Phi-3-mini-4k-instruct | FP16 | 14.72 tok/sEstimated Auto-generated benchmark | 15GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-4bit | FP16 | 14.69 tok/sEstimated Auto-generated benchmark | 9GB |
| black-forest-labs/FLUX.2-dev | FP16 | 14.66 tok/sEstimated Auto-generated benchmark | 16GB |
| mlx-community/gpt-oss-20b-MXFP4-Q8 | Q8 | 14.66 tok/sEstimated Auto-generated benchmark | 20GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-7B | FP16 | 14.65 tok/sEstimated Auto-generated benchmark | 15GB |
| ibm-granite/granite-3.3-8b-instruct | FP16 | 14.64 tok/sEstimated Auto-generated benchmark | 17GB |
| ibm-granite/granite-docling-258M | FP16 | 14.64 tok/sEstimated Auto-generated benchmark | 15GB |
| swiss-ai/Apertus-8B-Instruct-2509 | FP16 | 14.61 tok/sEstimated Auto-generated benchmark | 17GB |
| microsoft/Phi-4-multimodal-instruct | FP16 | 14.55 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/VibeVoice-1.5B | FP16 | 14.54 tok/sEstimated Auto-generated benchmark | 11GB |
| rednote-hilab/dots.ocr | FP16 | 14.52 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/Phi-3.5-vision-instruct | FP16 | 14.50 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-4B | FP16 | 14.50 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen3-1.7B | FP16 | 14.49 tok/sEstimated Auto-generated benchmark | 15GB |
| numind/NuExtract-1.5 | FP16 | 14.49 tok/sEstimated Auto-generated benchmark | 15GB |
| unsloth/gpt-oss-20b-BF16 | Q8 | 14.48 tok/sEstimated Auto-generated benchmark | 20GB |
| Qwen/Qwen3-Coder-30B-A3B-Instruct | Q8 | 14.47 tok/sEstimated Auto-generated benchmark | 31GB |
| petals-team/StableBeluga2 | FP16 | 14.47 tok/sEstimated Auto-generated benchmark | 15GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-5bit | Q8 | 14.44 tok/sEstimated Auto-generated benchmark | 31GB |
| microsoft/DialoGPT-small | FP16 | 14.42 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2-7B-Instruct | FP16 | 14.39 tok/sEstimated Auto-generated benchmark | 15GB |
| liuhaotian/llava-v1.5-7b | FP16 | 14.37 tok/sEstimated Auto-generated benchmark | 15GB |
| deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct | FP16 | 14.37 tok/sEstimated Auto-generated benchmark | 15GB |
| huggyllama/llama-7b | FP16 | 14.34 tok/sEstimated Auto-generated benchmark | 15GB |
| HuggingFaceTB/SmolLM-135M | FP16 | 14.32 tok/sEstimated Auto-generated benchmark | 15GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-4bit | FP16 | 14.29 tok/sEstimated Auto-generated benchmark | 17GB |
| meta-llama/Llama-3.1-8B | FP16 | 14.28 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen2.5-7B | FP16 | 14.28 tok/sEstimated Auto-generated benchmark | 15GB |
| GSAI-ML/LLaDA-8B-Instruct | FP16 | 14.27 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen3-Embedding-8B | FP16 | 14.22 tok/sEstimated Auto-generated benchmark | 17GB |
| openai-community/gpt2-xl | FP16 | 14.22 tok/sEstimated Auto-generated benchmark | 15GB |
| zai-org/GLM-4.5-Air | FP16 | 14.21 tok/sEstimated Auto-generated benchmark | 15GB |
| openai/gpt-oss-20b | Q8 | 14.21 tok/sEstimated Auto-generated benchmark | 20GB |
| meta-llama/Meta-Llama-3-8B-Instruct | FP16 | 14.19 tok/sEstimated Auto-generated benchmark | 17GB |
| google/gemma-2-27b-it | Q8 | 14.18 tok/sEstimated Auto-generated benchmark | 28GB |
| meta-llama/Llama-2-7b-chat-hf | FP16 | 14.16 tok/sEstimated Auto-generated benchmark | 15GB |
| mistralai/Mistral-7B-Instruct-v0.1 | FP16 | 14.13 tok/sEstimated Auto-generated benchmark | 15GB |
| HuggingFaceH4/zephyr-7b-beta | FP16 | 14.11 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-7B-Instruct | FP16 | 14.11 tok/sEstimated Auto-generated benchmark | 16GB |
| mistralai/Mistral-7B-Instruct-v0.2 | FP16 | 14.11 tok/sEstimated Auto-generated benchmark | 15GB |
| llamafactory/tiny-random-Llama-3 | FP16 | 14.11 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-30B-A3B-Thinking-2507 | Q8 | 14.08 tok/sEstimated Auto-generated benchmark | 31GB |
| Qwen/Qwen3-0.6B | FP16 | 14.08 tok/sEstimated Auto-generated benchmark | 13GB |
| tencent/HunyuanVideo-1.5 | FP16 | 14.08 tok/sEstimated Auto-generated benchmark | 16GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-4bit | Q8 | 14.08 tok/sEstimated Auto-generated benchmark | 31GB |
| microsoft/Phi-3.5-mini-instruct | FP16 | 14.04 tok/sEstimated Auto-generated benchmark | 8GB |
| RedHatAI/Meta-Llama-3.1-70B-Instruct-quantized.w4a16 | Q4 | 14.01 tok/sEstimated Auto-generated benchmark | 34GB |
| kaitchup/Phi-3-mini-4k-instruct-gptq-4bit | FP16 | 14.00 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/QwQ-32B-Preview | Q4 | 13.96 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen3-Embedding-0.6B | FP16 | 13.93 tok/sEstimated Auto-generated benchmark | 13GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-8bit | FP16 | 13.85 tok/sEstimated Auto-generated benchmark | 9GB |
| deepseek-ai/DeepSeek-R1-Distill-Llama-8B | FP16 | 13.84 tok/sEstimated Auto-generated benchmark | 17GB |
| openai-community/gpt2-medium | FP16 | 13.84 tok/sEstimated Auto-generated benchmark | 15GB |
| moonshotai/Kimi-K2-Thinking | Q4 | 13.82 tok/sEstimated Auto-generated benchmark | 489GB |
| microsoft/phi-2 | FP16 | 13.81 tok/sEstimated Auto-generated benchmark | 15GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit | Q8 | 13.79 tok/sEstimated Auto-generated benchmark | 31GB |
| NousResearch/Meta-Llama-3.1-8B-Instruct | FP16 | 13.78 tok/sEstimated Auto-generated benchmark | 17GB |
| trl-internal-testing/tiny-LlamaForCausalLM-3.2 | FP16 | 13.74 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-4B-Thinking-2507-FP8 | FP16 | 13.72 tok/sEstimated Auto-generated benchmark | 9GB |
| 01-ai/Yi-1.5-34B-Chat | Q4 | 13.71 tok/sEstimated Auto-generated benchmark | 18GB |
| meta-llama/Llama-3.2-3B-Instruct | FP16 | 13.70 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-1.5B | FP16 | 13.69 tok/sEstimated Auto-generated benchmark | 11GB |
| allenai/Olmo-3-7B-Think | FP16 | 13.68 tok/sEstimated Auto-generated benchmark | 16GB |
| meta-llama/Llama-2-7b-hf | FP16 | 13.67 tok/sEstimated Auto-generated benchmark | 15GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-8bit | FP16 | 13.66 tok/sEstimated Auto-generated benchmark | 17GB |
| facebook/opt-125m | FP16 | 13.65 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/DialoGPT-medium | FP16 | 13.62 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-32B-Instruct | Q4 | 13.60 tok/sEstimated Auto-generated benchmark | 16GB |
| openai/gpt-oss-safeguard-20b | Q8 | 13.60 tok/sEstimated Auto-generated benchmark | 22GB |
| meta-llama/Llama-Guard-3-8B | FP16 | 13.59 tok/sEstimated Auto-generated benchmark | 17GB |
| Gensyn/Qwen2.5-0.5B-Instruct | FP16 | 13.57 tok/sEstimated Auto-generated benchmark | 11GB |
| Qwen/Qwen2.5-32B-Instruct | Q4 | 13.57 tok/sEstimated Auto-generated benchmark | 17GB |
| HuggingFaceTB/SmolLM2-135M | FP16 | 13.56 tok/sEstimated Auto-generated benchmark | 15GB |
| BSC-LT/salamandraTA-7b-instruct | FP16 | 13.54 tok/sEstimated Auto-generated benchmark | 15GB |
| GSAI-ML/LLaDA-8B-Base | FP16 | 13.52 tok/sEstimated Auto-generated benchmark | 17GB |
| mistralai/Mistral-Small-Instruct-2409 | Q8 | 13.49 tok/sEstimated Auto-generated benchmark | 23GB |
| zai-org/GLM-4.6-FP8 | FP16 | 13.49 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-30B-A3B | Q8 | 13.48 tok/sEstimated Auto-generated benchmark | 31GB |
| microsoft/Phi-4-mini-instruct | FP16 | 13.47 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-Math-1.5B | FP16 | 13.47 tok/sEstimated Auto-generated benchmark | 11GB |
| Qwen/Qwen2.5-0.5B | FP16 | 13.46 tok/sEstimated Auto-generated benchmark | 11GB |
| unsloth/mistral-7b-v0.3-bnb-4bit | FP16 | 13.43 tok/sEstimated Auto-generated benchmark | 15GB |
| distilbert/distilgpt2 | FP16 | 13.43 tok/sEstimated Auto-generated benchmark | 15GB |
| black-forest-labs/FLUX.1-dev | FP16 | 13.38 tok/sEstimated Auto-generated benchmark | 16GB |
| openai-community/gpt2-large | FP16 | 13.38 tok/sEstimated Auto-generated benchmark | 15GB |
| meta-llama/Llama-3.1-70B-Instruct | Q4 | 13.36 tok/sEstimated Auto-generated benchmark | 34GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit | Q8 | 13.33 tok/sEstimated Auto-generated benchmark | 31GB |
| Qwen/Qwen3-32B | Q4 | 13.32 tok/sEstimated Auto-generated benchmark | 16GB |
| mistralai/Mistral-7B-v0.1 | FP16 | 13.29 tok/sEstimated Auto-generated benchmark | 15GB |
| rinna/japanese-gpt-neox-small | FP16 | 13.27 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-4B-Instruct-2507 | FP16 | 13.24 tok/sEstimated Auto-generated benchmark | 9GB |
| unsloth/Meta-Llama-3.1-8B-Instruct | FP16 | 13.23 tok/sEstimated Auto-generated benchmark | 17GB |
| unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit | FP16 | 13.23 tok/sEstimated Auto-generated benchmark | 17GB |
| Alibaba-NLP/gte-Qwen2-1.5B-instruct | FP16 | 13.20 tok/sEstimated Auto-generated benchmark | 11GB |
| baichuan-inc/Baichuan-M2-32B | Q4 | 13.19 tok/sEstimated Auto-generated benchmark | 16GB |
| Qwen/Qwen3-8B-FP8 | FP16 | 13.18 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen2.5-Coder-32B-Instruct | Q4 | 13.14 tok/sEstimated Auto-generated benchmark | 17GB |
| deepseek-ai/DeepSeek-R1-0528 | FP16 | 13.13 tok/sEstimated Auto-generated benchmark | 15GB |
| dicta-il/dictalm2.0-instruct | FP16 | 13.08 tok/sEstimated Auto-generated benchmark | 15GB |
| dphn/dolphin-2.9.1-yi-1.5-34b | Q4 | 13.07 tok/sEstimated Auto-generated benchmark | 17GB |
| meta-llama/Meta-Llama-3-8B | FP16 | 13.04 tok/sEstimated Auto-generated benchmark | 17GB |
| deepseek-ai/DeepSeek-V3 | FP16 | 13.02 tok/sEstimated Auto-generated benchmark | 15GB |
| HuggingFaceM4/tiny-random-LlamaForCausalLM | FP16 | 13.02 tok/sEstimated Auto-generated benchmark | 15GB |
| sshleifer/tiny-gpt2 | FP16 | 13.02 tok/sEstimated Auto-generated benchmark | 15GB |
| deepseek-ai/DeepSeek-R1 | FP16 | 12.96 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2-0.5B-Instruct | FP16 | 12.95 tok/sEstimated Auto-generated benchmark | 11GB |
| meta-llama/Llama-3.3-70B-Instruct | Q4 | 12.95 tok/sEstimated Auto-generated benchmark | 34GB |
| Qwen/Qwen2.5-Coder-1.5B | FP16 | 12.94 tok/sEstimated Auto-generated benchmark | 11GB |
| bigscience/bloomz-560m | FP16 | 12.90 tok/sEstimated Auto-generated benchmark | 15GB |
| lmsys/vicuna-7b-v1.5 | FP16 | 12.89 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507 | Q8 | 12.89 tok/sEstimated Auto-generated benchmark | 31GB |
| vikhyatk/moondream2 | FP16 | 12.85 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/phi-4 | FP16 | 12.85 tok/sEstimated Auto-generated benchmark | 15GB |
| google/gemma-3-270m-it | FP16 | 12.82 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-7B-Instruct | FP16 | 12.81 tok/sEstimated Auto-generated benchmark | 15GB |
| unsloth/DeepSeek-R1-Distill-Qwen-32B-bnb-4bit | Q4 | 12.80 tok/sEstimated Auto-generated benchmark | 16GB |
| openai-community/gpt2 | FP16 | 12.79 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-8B-Base | FP16 | 12.77 tok/sEstimated Auto-generated benchmark | 17GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B | FP16 | 12.77 tok/sEstimated Auto-generated benchmark | 11GB |
| deepseek-ai/deepseek-coder-33b-instruct | Q4 | 12.76 tok/sEstimated Auto-generated benchmark | 17GB |
| microsoft/Phi-3-mini-128k-instruct | FP16 | 12.73 tok/sEstimated Auto-generated benchmark | 15GB |
| EleutherAI/pythia-70m-deduped | FP16 | 12.72 tok/sEstimated Auto-generated benchmark | 15GB |
| meta-llama/Llama-3.1-8B-Instruct | FP16 | 12.72 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen3-0.6B-Base | FP16 | 12.71 tok/sEstimated Auto-generated benchmark | 13GB |
| skt/kogpt2-base-v2 | FP16 | 12.70 tok/sEstimated Auto-generated benchmark | 15GB |
| IlyaGusev/saiga_llama3_8b | FP16 | 12.70 tok/sEstimated Auto-generated benchmark | 17GB |
| trl-internal-testing/tiny-random-LlamaForCausalLM | FP16 | 12.69 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-4B-Base | FP16 | 12.64 tok/sEstimated Auto-generated benchmark | 9GB |
| hmellor/tiny-random-LlamaForCausalLM | FP16 | 12.64 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-1.7B-Base | FP16 | 12.63 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-0.5B-Instruct | FP16 | 12.61 tok/sEstimated Auto-generated benchmark | 11GB |
| Qwen/Qwen2-1.5B-Instruct | FP16 | 12.59 tok/sEstimated Auto-generated benchmark | 11GB |
| MiniMaxAI/MiniMax-M2 | FP16 | 12.56 tok/sEstimated Auto-generated benchmark | 15GB |
| Tongyi-MAI/Z-Image-Turbo | FP16 | 12.55 tok/sEstimated Auto-generated benchmark | 16GB |
| meta-llama/Meta-Llama-3-70B-Instruct | Q4 | 12.48 tok/sEstimated Auto-generated benchmark | 34GB |
| codellama/CodeLlama-34b-hf | Q4 | 12.25 tok/sEstimated Auto-generated benchmark | 17GB |
| moonshotai/Kimi-Linear-48B-A3B-Instruct | Q4 | 12.19 tok/sEstimated Auto-generated benchmark | 25GB |
| RedHatAI/Llama-3.3-70B-Instruct-FP8-dynamic | Q4 | 12.08 tok/sEstimated Auto-generated benchmark | 34GB |
| Qwen/Qwen2.5-32B | Q4 | 11.97 tok/sEstimated Auto-generated benchmark | 16GB |
| deepseek-ai/DeepSeek-V2.5 | Q4 | 11.95 tok/sEstimated Auto-generated benchmark | 328GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-32B | Q4 | 11.71 tok/sEstimated Auto-generated benchmark | 16GB |
| Qwen/Qwen2.5-14B-Instruct | FP16 | 11.42 tok/sEstimated Auto-generated benchmark | 29GB |
| meta-llama/Llama-2-13b-chat-hf | FP16 | 11.13 tok/sEstimated Auto-generated benchmark | 27GB |
| google/gemma-2-9b-it | FP16 | 11.11 tok/sEstimated Auto-generated benchmark | 20GB |
| Qwen/Qwen3-14B-Base | FP16 | 11.05 tok/sEstimated Auto-generated benchmark | 29GB |
| NousResearch/Hermes-3-Llama-3.1-8B | FP16 | 10.94 tok/sEstimated Auto-generated benchmark | 17GB |
| mistralai/Ministral-3-14B-Instruct-2512 | FP16 | 10.82 tok/sEstimated Auto-generated benchmark | 32GB |
| Qwen/Qwen2.5-14B | FP16 | 10.78 tok/sEstimated Auto-generated benchmark | 29GB |
| Qwen/Qwen3-14B | FP16 | 10.73 tok/sEstimated Auto-generated benchmark | 29GB |
| nvidia/NVIDIA-Nemotron-Nano-9B-v2 | FP16 | 10.66 tok/sEstimated Auto-generated benchmark | 19GB |
| meta-llama/Llama-3.1-8B-Instruct | FP16 | 10.60 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen2.5-14B-Instruct | FP16 | 10.44 tok/sEstimated Auto-generated benchmark | 30GB |
| EssentialAI/rnj-1 | FP16 | 10.35 tok/sEstimated Auto-generated benchmark | 19GB |
| ai-forever/ruGPT-3.5-13B | FP16 | 10.32 tok/sEstimated Auto-generated benchmark | 27GB |
| OpenPipe/Qwen3-14B-Instruct | FP16 | 9.98 tok/sEstimated Auto-generated benchmark | 29GB |
| Qwen/Qwen3-32B | Q8 | 9.83 tok/sEstimated Auto-generated benchmark | 33GB |
| RedHatAI/Meta-Llama-3.1-70B-Instruct-quantized.w4a16 | Q8 | 9.81 tok/sEstimated Auto-generated benchmark | 68GB |
| baichuan-inc/Baichuan-M2-32B | Q8 | 9.76 tok/sEstimated Auto-generated benchmark | 33GB |
| RedHatAI/Llama-3.3-70B-Instruct-FP8-dynamic | Q8 | 9.73 tok/sEstimated Auto-generated benchmark | 68GB |
| meta-llama/Llama-3.1-70B-Instruct | Q8 | 9.66 tok/sEstimated Auto-generated benchmark | 68GB |
| Qwen/Qwen2.5-32B | Q8 | 9.59 tok/sEstimated Auto-generated benchmark | 33GB |
| microsoft/Phi-3-medium-128k-instruct | FP16 | 9.54 tok/sEstimated Auto-generated benchmark | 29GB |
| Qwen/Qwen2.5-32B-Instruct | Q8 | 9.28 tok/sEstimated Auto-generated benchmark | 33GB |
| Qwen/Qwen2.5-Coder-32B-Instruct | Q8 | 9.24 tok/sEstimated Auto-generated benchmark | 34GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-32B | Q8 | 9.15 tok/sEstimated Auto-generated benchmark | 33GB |
| unsloth/DeepSeek-R1-Distill-Qwen-32B-bnb-4bit | Q8 | 9.06 tok/sEstimated Auto-generated benchmark | 33GB |
| Qwen/QwQ-32B-Preview | Q8 | 9.05 tok/sEstimated Auto-generated benchmark | 34GB |
| dphn/dolphin-2.9.1-yi-1.5-34b | Q8 | 8.98 tok/sEstimated Auto-generated benchmark | 35GB |
| deepseek-ai/deepseek-coder-33b-instruct | Q8 | 8.82 tok/sEstimated Auto-generated benchmark | 34GB |
| moonshotai/Kimi-K2-Thinking | Q8 | 8.78 tok/sEstimated Auto-generated benchmark | 978GB |
| codellama/CodeLlama-34b-hf | Q8 | 8.74 tok/sEstimated Auto-generated benchmark | 35GB |
| mistralai/Mixtral-8x22B-Instruct-v0.1 | Q4 | 8.74 tok/sEstimated Auto-generated benchmark | 69GB |
| meta-llama/Meta-Llama-3-70B-Instruct | Q8 | 8.73 tok/sEstimated Auto-generated benchmark | 68GB |
| 01-ai/Yi-1.5-34B-Chat | Q8 | 8.63 tok/sEstimated Auto-generated benchmark | 35GB |
| meta-llama/Llama-3.3-70B-Instruct | Q8 | 8.49 tok/sEstimated Auto-generated benchmark | 68GB |
| unsloth/gpt-oss-20b-BF16 | FP16 | 8.33 tok/sEstimated Auto-generated benchmark | 41GB |
| Qwen/Qwen3-Coder-30B-A3B-Instruct | FP16 | 8.28 tok/sEstimated Auto-generated benchmark | 61GB |
| Qwen/Qwen2.5-32B-Instruct | Q8 | 8.26 tok/sEstimated Auto-generated benchmark | 34GB |
| deepseek-ai/DeepSeek-V2.5 | Q8 | 8.26 tok/sEstimated Auto-generated benchmark | 656GB |
| moonshotai/Kimi-Linear-48B-A3B-Instruct | Q8 | 8.23 tok/sEstimated Auto-generated benchmark | 50GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit | FP16 | 7.99 tok/sEstimated Auto-generated benchmark | 61GB |
| openai/gpt-oss-120b | Q4 | 7.98 tok/sEstimated Auto-generated benchmark | 59GB |
| mistralai/Mistral-Small-Instruct-2409 | FP16 | 7.96 tok/sEstimated Auto-generated benchmark | 46GB |
| unsloth/gpt-oss-20b-unsloth-bnb-4bit | FP16 | 7.89 tok/sEstimated Auto-generated benchmark | 41GB |
| openai/gpt-oss-safeguard-20b | FP16 | 7.85 tok/sEstimated Auto-generated benchmark | 44GB |
| Qwen/Qwen2.5-72B-Instruct | Q4 | 7.84 tok/sEstimated Auto-generated benchmark | 36GB |
| google/gemma-2-27b-it | FP16 | 7.84 tok/sEstimated Auto-generated benchmark | 56GB |
| openai/gpt-oss-20b | FP16 | 7.78 tok/sEstimated Auto-generated benchmark | 41GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-4bit | FP16 | 7.66 tok/sEstimated Auto-generated benchmark | 61GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking-FP8 | Q4 | 7.60 tok/sEstimated Auto-generated benchmark | 39GB |
| NousResearch/Hermes-3-Llama-3.1-70B | Q4 | 7.60 tok/sEstimated Auto-generated benchmark | 34GB |
| Qwen/Qwen3-30B-A3B-Thinking-2507 | FP16 | 7.53 tok/sEstimated Auto-generated benchmark | 61GB |
| mlx-community/gpt-oss-20b-MXFP4-Q8 | FP16 | 7.52 tok/sEstimated Auto-generated benchmark | 41GB |
| RedHatAI/Llama-3.2-90B-Vision-Instruct-FP8-dynamic | Q4 | 7.47 tok/sEstimated Auto-generated benchmark | 44GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct-FP8 | Q4 | 7.47 tok/sEstimated Auto-generated benchmark | 39GB |
| meta-llama/Llama-3.1-70B-Instruct | Q4 | 7.41 tok/sEstimated Auto-generated benchmark | 34GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507 | FP16 | 7.39 tok/sEstimated Auto-generated benchmark | 61GB |
| meta-llama/Llama-3.3-70B-Instruct | Q4 | 7.33 tok/sEstimated Auto-generated benchmark | 34GB |
| Qwen/Qwen2.5-Math-72B-Instruct | Q4 | 7.26 tok/sEstimated Auto-generated benchmark | 36GB |
| mistralai/Mistral-Large-Instruct-2411 | Q4 | 7.22 tok/sEstimated Auto-generated benchmark | 60GB |
| Qwen/Qwen2.5-72B-Instruct | Q4 | 7.09 tok/sEstimated Auto-generated benchmark | 35GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-5bit | FP16 | 7.07 tok/sEstimated Auto-generated benchmark | 61GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking | Q4 | 7.00 tok/sEstimated Auto-generated benchmark | 39GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507-FP8 | FP16 | 6.99 tok/sEstimated Auto-generated benchmark | 61GB |
| Qwen/Qwen3-30B-A3B | FP16 | 6.99 tok/sEstimated Auto-generated benchmark | 61GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit | FP16 | 6.94 tok/sEstimated Auto-generated benchmark | 61GB |
| nvidia/Llama-3.1-Nemotron-70B-Instruct-HF | Q4 | 6.94 tok/sEstimated Auto-generated benchmark | 34GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct | Q4 | 6.86 tok/sEstimated Auto-generated benchmark | 39GB |
| AI-MO/Kimina-Prover-72B | Q4 | 6.65 tok/sEstimated Auto-generated benchmark | 35GB |
| mistralai/Mixtral-8x22B-Instruct-v0.1 | Q8 | 6.50 tok/sEstimated Auto-generated benchmark | 138GB |
| deepseek-ai/DeepSeek-Coder-V2-Instruct-0724 | Q4 | 5.97 tok/sEstimated Auto-generated benchmark | 115GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking | Q8 | 5.50 tok/sEstimated Auto-generated benchmark | 78GB |
| meta-llama/Llama-3.3-70B-Instruct | Q8 | 5.40 tok/sEstimated Auto-generated benchmark | 69GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking-FP8 | Q8 | 5.36 tok/sEstimated Auto-generated benchmark | 78GB |
| Qwen/Qwen2.5-32B-Instruct | FP16 | 5.34 tok/sEstimated Auto-generated benchmark | 67GB |
| Qwen/Qwen2.5-Coder-32B-Instruct | FP16 | 5.34 tok/sEstimated Auto-generated benchmark | 67GB |
| Qwen/Qwen3-32B | FP16 | 5.28 tok/sEstimated Auto-generated benchmark | 66GB |
| NousResearch/Hermes-3-Llama-3.1-70B | Q8 | 5.26 tok/sEstimated Auto-generated benchmark | 69GB |
| meta-llama/Llama-3.3-70B-Instruct | FP16 | 5.24 tok/sEstimated Auto-generated benchmark | 137GB |
| Qwen/Qwen2.5-Math-72B-Instruct | Q8 | 5.23 tok/sEstimated Auto-generated benchmark | 71GB |
| nvidia/Llama-3.1-Nemotron-70B-Instruct-HF | Q8 | 5.21 tok/sEstimated Auto-generated benchmark | 69GB |
| unsloth/DeepSeek-R1-Distill-Qwen-32B-bnb-4bit | FP16 | 5.16 tok/sEstimated Auto-generated benchmark | 66GB |
| AI-MO/Kimina-Prover-72B | Q8 | 5.15 tok/sEstimated Auto-generated benchmark | 70GB |
| RedHatAI/Llama-3.2-90B-Vision-Instruct-FP8-dynamic | Q8 | 5.14 tok/sEstimated Auto-generated benchmark | 88GB |
| mistralai/Mistral-Large-Instruct-2411 | Q8 | 5.12 tok/sEstimated Auto-generated benchmark | 120GB |
| openai/gpt-oss-120b | Q8 | 5.10 tok/sEstimated Auto-generated benchmark | 117GB |
| deepseek-ai/DeepSeek-Math-V2 | Q4 | 5.09 tok/sEstimated Auto-generated benchmark | 383GB |
| RedHatAI/Meta-Llama-3.1-70B-Instruct-quantized.w4a16 | FP16 | 5.07 tok/sEstimated Auto-generated benchmark | 137GB |
| 01-ai/Yi-1.5-34B-Chat | FP16 | 5.03 tok/sEstimated Auto-generated benchmark | 70GB |
| moonshotai/Kimi-Linear-48B-A3B-Instruct | FP16 | 4.97 tok/sEstimated Auto-generated benchmark | 101GB |
| moonshotai/Kimi-K2-Thinking | FP16 | 4.89 tok/sEstimated Auto-generated benchmark | 1956GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-32B | FP16 | 4.87 tok/sEstimated Auto-generated benchmark | 66GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct-FP8 | Q8 | 4.87 tok/sEstimated Auto-generated benchmark | 78GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct | Q8 | 4.85 tok/sEstimated Auto-generated benchmark | 78GB |
| baichuan-inc/Baichuan-M2-32B | FP16 | 4.83 tok/sEstimated Auto-generated benchmark | 66GB |
| meta-llama/Llama-3.1-70B-Instruct | Q8 | 4.79 tok/sEstimated Auto-generated benchmark | 69GB |
| Qwen/Qwen2.5-72B-Instruct | Q8 | 4.74 tok/sEstimated Auto-generated benchmark | 71GB |
| Qwen/QwQ-32B-Preview | FP16 | 4.71 tok/sEstimated Auto-generated benchmark | 67GB |
| deepseek-ai/deepseek-coder-33b-instruct | FP16 | 4.69 tok/sEstimated Auto-generated benchmark | 68GB |
| Qwen/Qwen2.5-72B-Instruct | Q8 | 4.67 tok/sEstimated Auto-generated benchmark | 70GB |
| MiniMaxAI/MiniMax-M1-40k | Q4 | 4.64 tok/sEstimated Auto-generated benchmark | 255GB |
| codellama/CodeLlama-34b-hf | FP16 | 4.61 tok/sEstimated Auto-generated benchmark | 70GB |
| meta-llama/Llama-3.1-70B-Instruct | FP16 | 4.58 tok/sEstimated Auto-generated benchmark | 137GB |
| meta-llama/Meta-Llama-3-70B-Instruct | FP16 | 4.55 tok/sEstimated Auto-generated benchmark | 137GB |
| RedHatAI/Llama-3.3-70B-Instruct-FP8-dynamic | FP16 | 4.52 tok/sEstimated Auto-generated benchmark | 137GB |
| dphn/dolphin-2.9.1-yi-1.5-34b | FP16 | 4.51 tok/sEstimated Auto-generated benchmark | 70GB |
| Qwen/Qwen2.5-32B-Instruct | FP16 | 4.46 tok/sEstimated Auto-generated benchmark | 66GB |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | Q4 | 4.41 tok/sEstimated Auto-generated benchmark | 378GB |
| deepseek-ai/DeepSeek-V2.5 | FP16 | 4.40 tok/sEstimated Auto-generated benchmark | 1312GB |
| Qwen/Qwen2.5-32B | FP16 | 4.40 tok/sEstimated Auto-generated benchmark | 66GB |
| Qwen/Qwen3-235B-A22B | Q4 | 4.26 tok/sEstimated Auto-generated benchmark | 115GB |
| MiniMaxAI/MiniMax-VL-01 | Q4 | 4.15 tok/sEstimated Auto-generated benchmark | 256GB |
| deepseek-ai/DeepSeek-Math-V2 | Q8 | 4.06 tok/sEstimated Auto-generated benchmark | 766GB |
| deepseek-ai/DeepSeek-Coder-V2-Instruct-0724 | Q8 | 3.63 tok/sEstimated Auto-generated benchmark | 231GB |
| mistralai/Mixtral-8x22B-Instruct-v0.1 | FP16 | 3.60 tok/sEstimated Auto-generated benchmark | 275GB |
| MiniMaxAI/MiniMax-VL-01 | Q8 | 3.26 tok/sEstimated Auto-generated benchmark | 511GB |
| MiniMaxAI/MiniMax-M1-40k | Q8 | 3.07 tok/sEstimated Auto-generated benchmark | 510GB |
| meta-llama/Llama-3.1-70B-Instruct | FP16 | 3.04 tok/sEstimated Auto-generated benchmark | 138GB |
| Qwen/Qwen3-235B-A22B | Q8 | 3.03 tok/sEstimated Auto-generated benchmark | 230GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking | FP16 | 3.00 tok/sEstimated Auto-generated benchmark | 156GB |
| nvidia/Llama-3.1-Nemotron-70B-Instruct-HF | FP16 | 2.99 tok/sEstimated Auto-generated benchmark | 138GB |
| RedHatAI/Llama-3.2-90B-Vision-Instruct-FP8-dynamic | FP16 | 2.98 tok/sEstimated Auto-generated benchmark | 176GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct | FP16 | 2.98 tok/sEstimated Auto-generated benchmark | 156GB |
| Qwen/Qwen2.5-72B-Instruct | FP16 | 2.93 tok/sEstimated Auto-generated benchmark | 142GB |
| Qwen/Qwen2.5-Math-72B-Instruct | FP16 | 2.82 tok/sEstimated Auto-generated benchmark | 142GB |
| NousResearch/Hermes-3-Llama-3.1-70B | FP16 | 2.81 tok/sEstimated Auto-generated benchmark | 138GB |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | Q8 | 2.78 tok/sEstimated Auto-generated benchmark | 755GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking-FP8 | FP16 | 2.75 tok/sEstimated Auto-generated benchmark | 156GB |
| AI-MO/Kimina-Prover-72B | FP16 | 2.71 tok/sEstimated Auto-generated benchmark | 141GB |
| openai/gpt-oss-120b | FP16 | 2.66 tok/sEstimated Auto-generated benchmark | 235GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct-FP8 | FP16 | 2.66 tok/sEstimated Auto-generated benchmark | 156GB |
| meta-llama/Llama-3.3-70B-Instruct | FP16 | 2.62 tok/sEstimated Auto-generated benchmark | 138GB |
| mistralai/Mistral-Large-Instruct-2411 | FP16 | 2.60 tok/sEstimated Auto-generated benchmark | 240GB |
| Qwen/Qwen2.5-72B-Instruct | FP16 | 2.55 tok/sEstimated Auto-generated benchmark | 141GB |
| deepseek-ai/DeepSeek-Math-V2 | FP16 | 2.29 tok/sEstimated Auto-generated benchmark | 1532GB |
| deepseek-ai/DeepSeek-Coder-V2-Instruct-0724 | FP16 | 2.21 tok/sEstimated Auto-generated benchmark | 461GB |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | FP16 | 1.82 tok/sEstimated Auto-generated benchmark | 1509GB |
| MiniMaxAI/MiniMax-VL-01 | FP16 | 1.59 tok/sEstimated Auto-generated benchmark | 1021GB |
| MiniMaxAI/MiniMax-M1-40k | FP16 | 1.58 tok/sEstimated Auto-generated benchmark | 1020GB |
| Qwen/Qwen3-235B-A22B | FP16 | 1.51 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 |
|---|---|---|---|---|
| EssentialAI/rnj-1 | FP16 | Fits comfortably | 10.35 tok/sEstimated | 19GB (have 64GB) |
| EssentialAI/rnj-1 | Q8 | Fits comfortably | 20.67 tok/sEstimated | 10GB (have 64GB) |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | Q4 | Not supported | 4.41 tok/sEstimated | 378GB (have 64GB) |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | Q8 | Not supported | 2.78 tok/sEstimated | 755GB (have 64GB) |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | FP16 | Not supported | 1.82 tok/sEstimated | 1509GB (have 64GB) |
| EssentialAI/rnj-1 | Q4 | Fits comfortably | 29.20 tok/sEstimated | 5GB (have 64GB) |
| google-t5/t5-3b | Q8 | Fits comfortably | 31.83 tok/sEstimated | 3GB (have 64GB) |
| Qwen/Qwen3-8B | Q4 | Fits comfortably | 37.18 tok/sEstimated | 4GB (have 64GB) |
| meta-llama/Llama-3.2-1B-Instruct | Q8 | Fits comfortably | 33.36 tok/sEstimated | 1GB (have 64GB) |
| Qwen/Qwen2.5-14B-Instruct | Q8 | Fits comfortably | 18.87 tok/sEstimated | 14GB (have 64GB) |
| Qwen/Qwen2.5-14B-Instruct | FP16 | Fits comfortably | 11.42 tok/sEstimated | 29GB (have 64GB) |
| unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit | Q4 | Fits comfortably | 33.26 tok/sEstimated | 4GB (have 64GB) |
| meta-llama/Llama-3.1-70B-Instruct | FP16 | Not supported | 4.58 tok/sEstimated | 137GB (have 64GB) |
| deepseek-ai/DeepSeek-V3.1 | FP16 | Fits comfortably | 14.76 tok/sEstimated | 15GB (have 64GB) |
| meta-llama/Meta-Llama-3-8B-Instruct | FP16 | Fits comfortably | 14.19 tok/sEstimated | 17GB (have 64GB) |
| openai/gpt-oss-120b | Q4 | Fits comfortably | 7.98 tok/sEstimated | 59GB (have 64GB) |
| mistralai/Mistral-7B-v0.1 | Q4 | Fits comfortably | 34.05 tok/sEstimated | 4GB (have 64GB) |
| Qwen/Qwen2.5-32B-Instruct | FP16 | Not supported | 4.46 tok/sEstimated | 66GB (have 64GB) |
| mistralai/Mistral-7B-v0.1 | Q8 | Fits comfortably | 23.83 tok/sEstimated | 7GB (have 64GB) |
| mistralai/Mistral-7B-v0.1 | FP16 | Fits comfortably | 13.29 tok/sEstimated | 15GB (have 64GB) |
| unsloth/Meta-Llama-3.1-8B-Instruct | Q8 | Fits comfortably | 25.11 tok/sEstimated | 9GB (have 64GB) |
| unsloth/Meta-Llama-3.1-8B-Instruct | FP16 | Fits comfortably | 13.23 tok/sEstimated | 17GB (have 64GB) |
| meta-llama/Meta-Llama-3-70B-Instruct | Q4 | Fits comfortably | 12.48 tok/sEstimated | 34GB (have 64GB) |
| meta-llama/Meta-Llama-3-70B-Instruct | Q8 | Not supported | 8.73 tok/sEstimated | 68GB (have 64GB) |
| Qwen/Qwen3-0.6B-Base | Q4 | Fits comfortably | 35.58 tok/sEstimated | 3GB (have 64GB) |
| microsoft/DialoGPT-small | Q4 | Fits comfortably | 35.64 tok/sEstimated | 4GB (have 64GB) |
| microsoft/DialoGPT-small | Q8 | Fits comfortably | 25.59 tok/sEstimated | 7GB (have 64GB) |
| microsoft/DialoGPT-small | FP16 | Fits comfortably | 14.42 tok/sEstimated | 15GB (have 64GB) |
| Qwen/Qwen2-1.5B-Instruct | Q4 | Fits comfortably | 37.19 tok/sEstimated | 3GB (have 64GB) |
| Qwen/Qwen2-1.5B-Instruct | Q8 | Fits comfortably | 24.00 tok/sEstimated | 5GB (have 64GB) |
| meta-llama/Meta-Llama-3-8B-Instruct | Q8 | Fits comfortably | 26.07 tok/sEstimated | 9GB (have 64GB) |
| meta-llama/Llama-3.2-3B | Q4 | Fits comfortably | 41.21 tok/sEstimated | 2GB (have 64GB) |
| EleutherAI/gpt-neo-125m | FP16 | Fits comfortably | 14.95 tok/sEstimated | 15GB (have 64GB) |
| meta-llama/Llama-3.1-8B | Q8 | Fits comfortably | 23.52 tok/sEstimated | 9GB (have 64GB) |
| meta-llama/Llama-3.2-3B | Q8 | Fits comfortably | 30.25 tok/sEstimated | 3GB (have 64GB) |
| meta-llama/Llama-3.2-3B | FP16 | Fits comfortably | 16.97 tok/sEstimated | 6GB (have 64GB) |
| deepseek-ai/DeepSeek-V3-0324 | FP16 | Fits comfortably | 14.82 tok/sEstimated | 15GB (have 64GB) |
| huggyllama/llama-7b | Q4 | Fits comfortably | 38.67 tok/sEstimated | 4GB (have 64GB) |
| huggyllama/llama-7b | Q8 | Fits comfortably | 27.03 tok/sEstimated | 7GB (have 64GB) |
| huggyllama/llama-7b | FP16 | Fits comfortably | 14.34 tok/sEstimated | 15GB (have 64GB) |
| deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct | Q4 | Fits comfortably | 34.14 tok/sEstimated | 4GB (have 64GB) |
| microsoft/Phi-4-mini-instruct | Q8 | Fits comfortably | 26.25 tok/sEstimated | 7GB (have 64GB) |
| microsoft/Phi-4-mini-instruct | FP16 | Fits comfortably | 13.47 tok/sEstimated | 15GB (have 64GB) |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-8bit | Q4 | Fits comfortably | 34.67 tok/sEstimated | 4GB (have 64GB) |
| NousResearch/Meta-Llama-3.1-8B-Instruct | Q4 | Fits comfortably | 40.10 tok/sEstimated | 4GB (have 64GB) |
| NousResearch/Meta-Llama-3.1-8B-Instruct | Q8 | Fits comfortably | 26.75 tok/sEstimated | 9GB (have 64GB) |
| NousResearch/Meta-Llama-3.1-8B-Instruct | FP16 | Fits comfortably | 13.78 tok/sEstimated | 17GB (have 64GB) |
| apple/OpenELM-1_1B-Instruct | Q4 | Fits comfortably | 43.17 tok/sEstimated | 1GB (have 64GB) |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-5bit | Q8 | Fits comfortably | 14.44 tok/sEstimated | 31GB (have 64GB) |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-5bit | FP16 | Fits comfortably | 7.07 tok/sEstimated | 61GB (have 64GB) |
| Alibaba-NLP/gte-Qwen2-1.5B-instruct | Q4 | Fits comfortably | 36.71 tok/sEstimated | 3GB (have 64GB) |
| Qwen/Qwen2-0.5B-Instruct | Q8 | Fits comfortably | 25.09 tok/sEstimated | 5GB (have 64GB) |
| Qwen/Qwen3-Next-80B-A3B-Instruct-FP8 | Q4 | Fits comfortably | 7.47 tok/sEstimated | 39GB (have 64GB) |
| Qwen/Qwen3-Next-80B-A3B-Instruct-FP8 | Q8 | Not supported | 4.87 tok/sEstimated | 78GB (have 64GB) |
| Qwen/Qwen3-Next-80B-A3B-Instruct-FP8 | FP16 | Not supported | 2.66 tok/sEstimated | 156GB (have 64GB) |
| Qwen/Qwen2.5-72B-Instruct | Q4 | Fits comfortably | 7.84 tok/sEstimated | 36GB (have 64GB) |
| Qwen/Qwen2.5-32B-Instruct | FP16 | Not supported | 5.34 tok/sEstimated | 67GB (have 64GB) |
| Qwen/Qwen2.5-14B-Instruct | Q4 | Fits comfortably | 29.35 tok/sEstimated | 8GB (have 64GB) |
| mistralai/Mixtral-8x22B-Instruct-v0.1 | Q4 | Not supported | 8.74 tok/sEstimated | 69GB (have 64GB) |
| mistralai/Mixtral-8x22B-Instruct-v0.1 | Q8 | Not supported | 6.50 tok/sEstimated | 138GB (have 64GB) |
| mistralai/Mixtral-8x22B-Instruct-v0.1 | FP16 | Not supported | 3.60 tok/sEstimated | 275GB (have 64GB) |
| mistralai/Mistral-Large-Instruct-2411 | Q4 | Fits comfortably | 7.22 tok/sEstimated | 60GB (have 64GB) |
| tencent/HunyuanOCR | Q8 | Fits comfortably | 31.23 tok/sEstimated | 2GB (have 64GB) |
| openai/gpt-oss-safeguard-20b | FP16 | Fits comfortably | 7.85 tok/sEstimated | 44GB (have 64GB) |
| meta-llama/Llama-Guard-3-1B | Q4 | Fits comfortably | 46.93 tok/sEstimated | 1GB (have 64GB) |
| 01-ai/Yi-1.5-34B-Chat | Q8 | Fits comfortably | 8.63 tok/sEstimated | 35GB (have 64GB) |
| tencent/HunyuanOCR | FP16 | Fits comfortably | 17.41 tok/sEstimated | 3GB (have 64GB) |
| meta-llama/Llama-3.2-1B-Instruct | Q4 | Fits comfortably | 44.43 tok/sEstimated | 1GB (have 64GB) |
| openai/gpt-oss-120b | Q8 | Not supported | 5.10 tok/sEstimated | 117GB (have 64GB) |
| LiquidAI/LFM2-1.2B | Q4 | Fits comfortably | 41.79 tok/sEstimated | 1GB (have 64GB) |
| Qwen/Qwen2.5-Coder-7B-Instruct | Q8 | Fits comfortably | 25.07 tok/sEstimated | 7GB (have 64GB) |
| Qwen/Qwen2.5-32B-Instruct | Q4 | Fits comfortably | 13.57 tok/sEstimated | 17GB (have 64GB) |
| Qwen/Qwen2.5-32B-Instruct | Q8 | Fits comfortably | 8.26 tok/sEstimated | 34GB (have 64GB) |
| Qwen/Qwen2.5-Math-72B-Instruct | FP16 | Not supported | 2.82 tok/sEstimated | 142GB (have 64GB) |
| deepseek-ai/DeepSeek-Coder-V2-Instruct-0724 | Q4 | Not supported | 5.97 tok/sEstimated | 115GB (have 64GB) |
| black-forest-labs/FLUX.1-dev | Q8 | Fits comfortably | 24.93 tok/sEstimated | 8GB (have 64GB) |
| 01-ai/Yi-1.5-34B-Chat | Q4 | Fits comfortably | 13.71 tok/sEstimated | 18GB (have 64GB) |
| Qwen/Qwen2-1.5B-Instruct | FP16 | Fits comfortably | 12.59 tok/sEstimated | 11GB (have 64GB) |
| meta-llama/Llama-3.1-8B | Q4 | Fits comfortably | 34.79 tok/sEstimated | 4GB (have 64GB) |
| google-t5/t5-3b | FP16 | Fits comfortably | 17.41 tok/sEstimated | 6GB (have 64GB) |
| meta-llama/Llama-3.2-1B-Instruct | FP16 | Fits comfortably | 17.14 tok/sEstimated | 2GB (have 64GB) |
| facebook/opt-125m | Q8 | Fits comfortably | 23.51 tok/sEstimated | 7GB (have 64GB) |
| Qwen/Qwen2.5-Coder-32B-Instruct | Q4 | Fits comfortably | 13.14 tok/sEstimated | 17GB (have 64GB) |
| Qwen/Qwen2.5-Coder-32B-Instruct | Q8 | Fits comfortably | 9.24 tok/sEstimated | 34GB (have 64GB) |
| Qwen/Qwen2.5-Coder-32B-Instruct | FP16 | Not supported | 5.34 tok/sEstimated | 67GB (have 64GB) |
| deepseek-ai/DeepSeek-V2.5 | Q4 | Not supported | 11.95 tok/sEstimated | 328GB (have 64GB) |
| microsoft/Phi-3-medium-128k-instruct | Q4 | Fits comfortably | 29.24 tok/sEstimated | 7GB (have 64GB) |
| google/embeddinggemma-300m | Q4 | Fits comfortably | 43.43 tok/sEstimated | 1GB (have 64GB) |
| inference-net/Schematron-3B | FP16 | Fits comfortably | 16.37 tok/sEstimated | 6GB (have 64GB) |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-32B | Q4 | Fits comfortably | 11.71 tok/sEstimated | 16GB (have 64GB) |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-32B | Q8 | Fits comfortably | 9.15 tok/sEstimated | 33GB (have 64GB) |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-32B | FP16 | Not supported | 4.87 tok/sEstimated | 66GB (have 64GB) |
| distilbert/distilgpt2 | Q4 | Fits comfortably | 35.40 tok/sEstimated | 4GB (have 64GB) |
| Qwen/Qwen2-0.5B | Q8 | Fits comfortably | 27.74 tok/sEstimated | 5GB (have 64GB) |
| Qwen/Qwen2-0.5B | FP16 | Fits comfortably | 14.85 tok/sEstimated | 11GB (have 64GB) |
| deepseek-ai/deepseek-coder-1.3b-instruct | Q4 | Fits comfortably | 42.39 tok/sEstimated | 2GB (have 64GB) |
| deepseek-ai/deepseek-coder-1.3b-instruct | Q8 | Fits comfortably | 27.94 tok/sEstimated | 3GB (have 64GB) |
| HuggingFaceTB/SmolLM-135M | Q8 | Fits comfortably | 24.32 tok/sEstimated | 7GB (have 64GB) |
| HuggingFaceTB/SmolLM-135M | FP16 | Fits comfortably | 14.32 tok/sEstimated | 15GB (have 64GB) |
| facebook/opt-125m | Q4 | Fits comfortably | 39.10 tok/sEstimated | 4GB (have 64GB) |
Note: Performance estimates are calculated. Real results may vary. Methodology · Submit real data
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