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Quick Answer: AMD Radeon Pro W7900 offers 48GB VRAM and starts around current market pricing. It delivers approximately 191 tokens/sec on meta-llama/Llama-3.2-3B-Instruct. It typically draws 295W 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 |
|---|---|---|---|
| meta-llama/Llama-3.2-3B-Instruct | Q4 | 190.65 tok/sEstimated Auto-generated benchmark | 2GB |
| meta-llama/Llama-3.2-1B-Instruct | Q4 | 190.48 tok/sEstimated Auto-generated benchmark | 1GB |
| facebook/sam3 | Q4 | 189.20 tok/sEstimated Auto-generated benchmark | 1GB |
| google/gemma-3-1b-it | Q4 | 187.83 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-3.2-3B | Q4 | 187.39 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen2.5-3B | Q4 | 184.58 tok/sEstimated Auto-generated benchmark | 2GB |
| google/embeddinggemma-300m | Q4 | 184.40 tok/sEstimated Auto-generated benchmark | 1GB |
| unsloth/Llama-3.2-1B-Instruct | Q4 | 183.68 tok/sEstimated Auto-generated benchmark | 1GB |
| WeiboAI/VibeThinker-1.5B | Q4 | 180.82 tok/sEstimated Auto-generated benchmark | 1GB |
| google/gemma-2b | Q4 | 180.51 tok/sEstimated Auto-generated benchmark | 1GB |
| google/gemma-2-2b-it | Q4 | 179.22 tok/sEstimated Auto-generated benchmark | 1GB |
| LiquidAI/LFM2-1.2B | Q4 | 178.87 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-Guard-3-1B | Q4 | 178.63 tok/sEstimated Auto-generated benchmark | 1GB |
| deepseek-ai/deepseek-coder-1.3b-instruct | Q4 | 177.51 tok/sEstimated Auto-generated benchmark | 2GB |
| tencent/HunyuanOCR | Q4 | 175.55 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-3.2-1B | Q4 | 175.55 tok/sEstimated Auto-generated benchmark | 1GB |
| ibm-research/PowerMoE-3b | Q4 | 174.92 tok/sEstimated Auto-generated benchmark | 2GB |
| allenai/OLMo-2-0425-1B | Q4 | 174.35 tok/sEstimated Auto-generated benchmark | 1GB |
| deepseek-ai/DeepSeek-OCR | Q4 | 172.79 tok/sEstimated Auto-generated benchmark | 2GB |
| apple/OpenELM-1_1B-Instruct | Q4 | 169.37 tok/sEstimated Auto-generated benchmark | 1GB |
| context-labs/meta-llama-Llama-3.2-3B-Instruct-FP16 | Q4 | 168.30 tok/sEstimated Auto-generated benchmark | 2GB |
| ibm-granite/granite-3.3-2b-instruct | Q4 | 167.34 tok/sEstimated Auto-generated benchmark | 1GB |
| inference-net/Schematron-3B | Q4 | 166.82 tok/sEstimated Auto-generated benchmark | 2GB |
| TinyLlama/TinyLlama-1.1B-Chat-v1.0 | Q4 | 165.19 tok/sEstimated Auto-generated benchmark | 1GB |
| Qwen/Qwen2.5-3B-Instruct | Q4 | 163.07 tok/sEstimated Auto-generated benchmark | 2GB |
| google-bert/bert-base-uncased | Q4 | 162.93 tok/sEstimated Auto-generated benchmark | 1GB |
| bigcode/starcoder2-3b | Q4 | 160.43 tok/sEstimated Auto-generated benchmark | 2GB |
| microsoft/VibeVoice-1.5B | Q4 | 159.99 tok/sEstimated Auto-generated benchmark | 3GB |
| openai-community/gpt2 | Q4 | 159.35 tok/sEstimated Auto-generated benchmark | 4GB |
| nari-labs/Dia2-2B | Q4 | 159.05 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen3-8B-FP8 | Q4 | 158.99 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2-0.5B-Instruct | Q4 | 158.97 tok/sEstimated Auto-generated benchmark | 3GB |
| google-t5/t5-3b | Q4 | 158.41 tok/sEstimated Auto-generated benchmark | 2GB |
| Gensyn/Qwen2.5-0.5B-Instruct | Q4 | 158.19 tok/sEstimated Auto-generated benchmark | 3GB |
| liuhaotian/llava-v1.5-7b | Q4 | 158.12 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-7B-Instruct | Q4 | 158.12 tok/sEstimated Auto-generated benchmark | 4GB |
| unsloth/gemma-3-1b-it | Q4 | 157.77 tok/sEstimated Auto-generated benchmark | 1GB |
| MiniMaxAI/MiniMax-M2 | Q4 | 157.67 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-3-mini-4k-instruct | Q4 | 157.54 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-3.1-8B-Instruct | Q4 | 157.47 tok/sEstimated Auto-generated benchmark | 4GB |
| unsloth/Llama-3.2-3B-Instruct | Q4 | 157.28 tok/sEstimated Auto-generated benchmark | 2GB |
| dicta-il/dictalm2.0-instruct | Q4 | 157.05 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-Reranker-0.6B | Q4 | 156.41 tok/sEstimated Auto-generated benchmark | 3GB |
| microsoft/Phi-3-mini-128k-instruct | Q4 | 155.73 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-3.5-mini-instruct | Q4 | 155.26 tok/sEstimated Auto-generated benchmark | 4GB |
| HuggingFaceTB/SmolLM-135M | Q4 | 155.11 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Meta-Llama-3-8B-Instruct | Q4 | 155.09 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-4-multimodal-instruct | Q4 | 154.91 tok/sEstimated Auto-generated benchmark | 4GB |
| kaitchup/Phi-3-mini-4k-instruct-gptq-4bit | Q4 | 154.57 tok/sEstimated Auto-generated benchmark | 2GB |
| trl-internal-testing/tiny-Qwen2ForCausalLM-2.5 | Q4 | 154.34 tok/sEstimated Auto-generated benchmark | 4GB |
| sshleifer/tiny-gpt2 | Q4 | 154.10 tok/sEstimated Auto-generated benchmark | 4GB |
| Alibaba-NLP/gte-Qwen2-1.5B-instruct | Q4 | 154.06 tok/sEstimated Auto-generated benchmark | 3GB |
| huggyllama/llama-7b | Q4 | 153.98 tok/sEstimated Auto-generated benchmark | 4GB |
| petals-team/StableBeluga2 | Q4 | 153.93 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct | Q4 | 153.09 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-V3 | Q4 | 152.88 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-2-7b-chat-hf | Q4 | 152.86 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-7B | Q4 | 152.56 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Meta-Llama-3-8B | Q4 | 152.50 tok/sEstimated Auto-generated benchmark | 4GB |
| openai-community/gpt2-medium | Q4 | 152.43 tok/sEstimated Auto-generated benchmark | 4GB |
| trl-internal-testing/tiny-random-LlamaForCausalLM | Q4 | 152.43 tok/sEstimated Auto-generated benchmark | 4GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-4bit | Q4 | 152.20 tok/sEstimated Auto-generated benchmark | 2GB |
| rednote-hilab/dots.ocr | Q4 | 152.06 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-Coder-7B-Instruct | Q4 | 152.02 tok/sEstimated Auto-generated benchmark | 4GB |
| GSAI-ML/LLaDA-8B-Instruct | Q4 | 151.95 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B-Thinking-2507-FP8 | Q4 | 151.62 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen3-1.7B | Q4 | 151.21 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-7B | Q4 | 151.02 tok/sEstimated Auto-generated benchmark | 4GB |
| tencent/HunyuanVideo-1.5 | Q4 | 150.90 tok/sEstimated Auto-generated benchmark | 4GB |
| BSC-LT/salamandraTA-7b-instruct | Q4 | 150.58 tok/sEstimated Auto-generated benchmark | 4GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-8bit | Q4 | 150.08 tok/sEstimated Auto-generated benchmark | 2GB |
| Tongyi-MAI/Z-Image-Turbo | Q4 | 149.86 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/phi-2 | Q4 | 149.85 tok/sEstimated Auto-generated benchmark | 4GB |
| trl-internal-testing/tiny-LlamaForCausalLM-3.2 | Q4 | 149.83 tok/sEstimated Auto-generated benchmark | 4GB |
| EleutherAI/gpt-neo-125m | Q4 | 149.76 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-1.7B-Base | Q4 | 149.00 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-0.6B-Base | Q4 | 148.86 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen3-0.6B | Q4 | 148.71 tok/sEstimated Auto-generated benchmark | 3GB |
| meta-llama/Llama-2-7b-hf | Q4 | 148.26 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-Embedding-8B | Q4 | 148.18 tok/sEstimated Auto-generated benchmark | 4GB |
| skt/kogpt2-base-v2 | Q4 | 147.71 tok/sEstimated Auto-generated benchmark | 4GB |
| allenai/Olmo-3-7B-Think | Q4 | 147.29 tok/sEstimated Auto-generated benchmark | 4GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-8bit | Q4 | 146.65 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-0.5B-Instruct | Q4 | 146.24 tok/sEstimated Auto-generated benchmark | 3GB |
| GSAI-ML/LLaDA-8B-Base | Q4 | 146.17 tok/sEstimated Auto-generated benchmark | 4GB |
| zai-org/GLM-4.5-Air | Q4 | 145.97 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-Embedding-0.6B | Q4 | 145.75 tok/sEstimated Auto-generated benchmark | 3GB |
| unsloth/mistral-7b-v0.3-bnb-4bit | Q4 | 145.64 tok/sEstimated Auto-generated benchmark | 4GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit | Q4 | 145.60 tok/sEstimated Auto-generated benchmark | 2GB |
| lmsys/vicuna-7b-v1.5 | Q4 | 145.53 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-1.5B-Instruct | Q4 | 145.31 tok/sEstimated Auto-generated benchmark | 3GB |
| parler-tts/parler-tts-large-v1 | Q4 | 145.22 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2-7B-Instruct | Q4 | 145.00 tok/sEstimated Auto-generated benchmark | 4GB |
| ibm-granite/granite-docling-258M | Q4 | 144.50 tok/sEstimated Auto-generated benchmark | 4GB |
| distilbert/distilgpt2 | Q4 | 144.35 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-3.2-3B-Instruct | Q4 | 144.14 tok/sEstimated Auto-generated benchmark | 2GB |
| EleutherAI/pythia-70m-deduped | Q4 | 144.04 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-V3-0324 | Q4 | 143.91 tok/sEstimated Auto-generated benchmark | 4GB |
| black-forest-labs/FLUX.2-dev | Q4 | 143.40 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-Guard-3-8B | Q4 | 143.31 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-Math-1.5B | Q4 | 143.04 tok/sEstimated Auto-generated benchmark | 3GB |
| zai-org/GLM-4.6-FP8 | Q4 | 142.88 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B | Q4 | 142.16 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen2.5-Coder-1.5B | Q4 | 142.01 tok/sEstimated Auto-generated benchmark | 3GB |
| openai-community/gpt2-xl | Q4 | 141.77 tok/sEstimated Auto-generated benchmark | 4GB |
| unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit | Q4 | 141.65 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/DialoGPT-medium | Q4 | 141.63 tok/sEstimated Auto-generated benchmark | 4GB |
| mistralai/Mistral-7B-Instruct-v0.1 | Q4 | 141.42 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-R1-Distill-Llama-8B | Q4 | 141.29 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-3.5-vision-instruct | Q4 | 140.86 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B-Instruct-2507 | Q4 | 140.57 tok/sEstimated Auto-generated benchmark | 2GB |
| deepseek-ai/DeepSeek-V3.1 | Q4 | 140.49 tok/sEstimated Auto-generated benchmark | 4GB |
| swiss-ai/Apertus-8B-Instruct-2509 | Q4 | 140.43 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/phi-4 | Q4 | 140.23 tok/sEstimated Auto-generated benchmark | 4GB |
| rinna/japanese-gpt-neox-small | Q4 | 140.21 tok/sEstimated Auto-generated benchmark | 4GB |
| unsloth/Meta-Llama-3.1-8B-Instruct | Q4 | 139.92 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-3.1-8B | Q4 | 139.78 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B-Base | Q4 | 139.76 tok/sEstimated Auto-generated benchmark | 2GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-4bit | Q4 | 139.66 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-4-mini-instruct | Q4 | 139.66 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-R1 | Q4 | 139.46 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-Embedding-4B | Q4 | 139.37 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen3-4B-Thinking-2507 | Q4 | 138.40 tok/sEstimated Auto-generated benchmark | 2GB |
| deepseek-ai/DeepSeek-OCR | Q8 | 138.27 tok/sEstimated Auto-generated benchmark | 4GB |
| numind/NuExtract-1.5 | Q4 | 138.26 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B | Q4 | 138.18 tok/sEstimated Auto-generated benchmark | 3GB |
| google/gemma-3-270m-it | Q4 | 138.12 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2-0.5B | Q4 | 138.09 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen2.5-0.5B | Q4 | 137.63 tok/sEstimated Auto-generated benchmark | 3GB |
| vikhyatk/moondream2 | Q4 | 137.40 tok/sEstimated Auto-generated benchmark | 4GB |
| HuggingFaceM4/tiny-random-LlamaForCausalLM | Q4 | 136.98 tok/sEstimated Auto-generated benchmark | 4GB |
| black-forest-labs/FLUX.1-dev | Q4 | 136.80 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2-1.5B-Instruct | Q4 | 136.49 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen3-8B-Base | Q4 | 136.33 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-1.5B | Q4 | 135.96 tok/sEstimated Auto-generated benchmark | 3GB |
| mistralai/Mistral-7B-v0.1 | Q4 | 135.74 tok/sEstimated Auto-generated benchmark | 4GB |
| llamafactory/tiny-random-Llama-3 | Q4 | 135.69 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/DialoGPT-small | Q4 | 135.40 tok/sEstimated Auto-generated benchmark | 4GB |
| NousResearch/Meta-Llama-3.1-8B-Instruct | Q4 | 135.11 tok/sEstimated Auto-generated benchmark | 4GB |
| mistralai/Mistral-7B-Instruct-v0.2 | Q4 | 135.03 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-7B-Instruct | Q4 | 134.47 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen-Image-Edit-2509 | Q4 | 133.33 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-8B | Q4 | 133.29 tok/sEstimated Auto-generated benchmark | 4GB |
| HuggingFaceTB/SmolLM2-135M | Q4 | 133.03 tok/sEstimated Auto-generated benchmark | 4GB |
| LiquidAI/LFM2-1.2B | Q8 | 132.98 tok/sEstimated Auto-generated benchmark | 2GB |
| HuggingFaceH4/zephyr-7b-beta | Q4 | 132.80 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-3.5-mini-instruct | Q4 | 132.66 tok/sEstimated Auto-generated benchmark | 2GB |
| openai-community/gpt2-large | Q4 | 132.52 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-R1-0528 | Q4 | 132.50 tok/sEstimated Auto-generated benchmark | 4GB |
| hmellor/tiny-random-LlamaForCausalLM | Q4 | 132.37 tok/sEstimated Auto-generated benchmark | 4GB |
| ibm-granite/granite-3.3-8b-instruct | Q4 | 132.33 tok/sEstimated Auto-generated benchmark | 4GB |
| unsloth/Llama-3.2-3B-Instruct | Q8 | 131.86 tok/sEstimated Auto-generated benchmark | 3GB |
| meta-llama/Llama-3.2-3B-Instruct | Q8 | 131.49 tok/sEstimated Auto-generated benchmark | 3GB |
| bigscience/bloomz-560m | Q4 | 131.48 tok/sEstimated Auto-generated benchmark | 4GB |
| facebook/opt-125m | Q4 | 131.46 tok/sEstimated Auto-generated benchmark | 4GB |
| IlyaGusev/saiga_llama3_8b | Q4 | 130.91 tok/sEstimated Auto-generated benchmark | 4GB |
| google/gemma-2-2b-it | Q8 | 130.00 tok/sEstimated Auto-generated benchmark | 2GB |
| nari-labs/Dia2-2B | Q8 | 129.55 tok/sEstimated Auto-generated benchmark | 3GB |
| apple/OpenELM-1_1B-Instruct | Q8 | 129.07 tok/sEstimated Auto-generated benchmark | 1GB |
| unsloth/gemma-3-1b-it | Q8 | 128.38 tok/sEstimated Auto-generated benchmark | 1GB |
| Qwen/Qwen2.5-3B | Q8 | 127.35 tok/sEstimated Auto-generated benchmark | 3GB |
| google/gemma-2b | Q8 | 126.45 tok/sEstimated Auto-generated benchmark | 2GB |
| ibm-research/PowerMoE-3b | Q8 | 126.23 tok/sEstimated Auto-generated benchmark | 3GB |
| google-bert/bert-base-uncased | Q8 | 124.61 tok/sEstimated Auto-generated benchmark | 1GB |
| inference-net/Schematron-3B | Q8 | 123.50 tok/sEstimated Auto-generated benchmark | 3GB |
| google/embeddinggemma-300m | Q8 | 122.92 tok/sEstimated Auto-generated benchmark | 1GB |
| facebook/sam3 | Q8 | 122.41 tok/sEstimated Auto-generated benchmark | 1GB |
| TinyLlama/TinyLlama-1.1B-Chat-v1.0 | Q8 | 121.92 tok/sEstimated Auto-generated benchmark | 1GB |
| bigcode/starcoder2-3b | Q8 | 121.29 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen2.5-3B-Instruct | Q8 | 121.24 tok/sEstimated Auto-generated benchmark | 3GB |
| google-t5/t5-3b | Q8 | 120.63 tok/sEstimated Auto-generated benchmark | 3GB |
| ibm-granite/granite-3.3-2b-instruct | Q8 | 120.25 tok/sEstimated Auto-generated benchmark | 2GB |
| deepseek-ai/deepseek-coder-1.3b-instruct | Q8 | 120.20 tok/sEstimated Auto-generated benchmark | 3GB |
| tencent/HunyuanOCR | Q8 | 120.12 tok/sEstimated Auto-generated benchmark | 2GB |
| meta-llama/Llama-3.2-3B | Q8 | 119.96 tok/sEstimated Auto-generated benchmark | 3GB |
| meta-llama/Llama-Guard-3-1B | Q8 | 119.80 tok/sEstimated Auto-generated benchmark | 1GB |
| EssentialAI/rnj-1 | Q4 | 119.51 tok/sEstimated Auto-generated benchmark | 5GB |
| context-labs/meta-llama-Llama-3.2-3B-Instruct-FP16 | Q8 | 117.52 tok/sEstimated Auto-generated benchmark | 3GB |
| meta-llama/Llama-3.2-1B | Q8 | 116.54 tok/sEstimated Auto-generated benchmark | 1GB |
| google/gemma-3-1b-it | Q8 | 116.20 tok/sEstimated Auto-generated benchmark | 1GB |
| Qwen/Qwen2.5-14B-Instruct | Q4 | 115.55 tok/sEstimated Auto-generated benchmark | 7GB |
| unsloth/Llama-3.2-1B-Instruct | Q8 | 114.38 tok/sEstimated Auto-generated benchmark | 1GB |
| allenai/OLMo-2-0425-1B | Q8 | 114.21 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-3.2-1B-Instruct | Q8 | 113.48 tok/sEstimated Auto-generated benchmark | 1GB |
| NousResearch/Hermes-3-Llama-3.1-8B | Q4 | 112.88 tok/sEstimated Auto-generated benchmark | 4GB |
| zai-org/GLM-4.5-Air | Q8 | 111.88 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Llama-3.1-8B | Q8 | 111.83 tok/sEstimated Auto-generated benchmark | 9GB |
| nvidia/NVIDIA-Nemotron-Nano-9B-v2 | Q4 | 111.68 tok/sEstimated Auto-generated benchmark | 5GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-4bit | Q8 | 111.62 tok/sEstimated Auto-generated benchmark | 4GB |
| mistralai/Mistral-7B-v0.1 | Q8 | 111.60 tok/sEstimated Auto-generated benchmark | 7GB |
| mistralai/Mistral-7B-Instruct-v0.1 | Q8 | 111.42 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/DialoGPT-medium | Q8 | 111.23 tok/sEstimated Auto-generated benchmark | 7GB |
| IlyaGusev/saiga_llama3_8b | Q8 | 111.22 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen2-0.5B | Q8 | 111.06 tok/sEstimated Auto-generated benchmark | 5GB |
| WeiboAI/VibeThinker-1.5B | Q8 | 110.89 tok/sEstimated Auto-generated benchmark | 2GB |
| black-forest-labs/FLUX.2-dev | Q8 | 110.86 tok/sEstimated Auto-generated benchmark | 8GB |
| parler-tts/parler-tts-large-v1 | Q8 | 110.84 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/DeepSeek-V3-0324 | Q8 | 110.81 tok/sEstimated Auto-generated benchmark | 7GB |
| trl-internal-testing/tiny-Qwen2ForCausalLM-2.5 | Q8 | 110.70 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-14B-Base | Q4 | 110.13 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-Embedding-8B | Q8 | 110.04 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen2.5-Coder-7B-Instruct | Q8 | 109.87 tok/sEstimated Auto-generated benchmark | 7GB |
| unsloth/mistral-7b-v0.3-bnb-4bit | Q8 | 109.79 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/phi-4 | Q8 | 109.61 tok/sEstimated Auto-generated benchmark | 7GB |
| liuhaotian/llava-v1.5-7b | Q8 | 109.57 tok/sEstimated Auto-generated benchmark | 7GB |
| sshleifer/tiny-gpt2 | Q8 | 109.53 tok/sEstimated Auto-generated benchmark | 7GB |
| EleutherAI/gpt-neo-125m | Q8 | 109.49 tok/sEstimated Auto-generated benchmark | 7GB |
| google/gemma-3-270m-it | Q8 | 109.32 tok/sEstimated Auto-generated benchmark | 7GB |
| mistralai/Ministral-3-14B-Instruct-2512 | Q4 | 109.17 tok/sEstimated Auto-generated benchmark | 8GB |
| HuggingFaceTB/SmolLM-135M | Q8 | 109.09 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-14B-Instruct | Q4 | 108.73 tok/sEstimated Auto-generated benchmark | 8GB |
| microsoft/Phi-3-mini-4k-instruct | Q8 | 108.72 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-Embedding-4B | Q8 | 108.17 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/DialoGPT-small | Q8 | 108.15 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-7B-Instruct | Q8 | 107.92 tok/sEstimated Auto-generated benchmark | 7GB |
| Gensyn/Qwen2.5-0.5B-Instruct | Q8 | 107.86 tok/sEstimated Auto-generated benchmark | 5GB |
| Qwen/Qwen2.5-1.5B-Instruct | Q8 | 107.63 tok/sEstimated Auto-generated benchmark | 5GB |
| deepseek-ai/DeepSeek-V3 | Q8 | 107.11 tok/sEstimated Auto-generated benchmark | 7GB |
| google/gemma-2-9b-it | Q4 | 106.48 tok/sEstimated Auto-generated benchmark | 5GB |
| Qwen/Qwen2-0.5B-Instruct | Q8 | 106.36 tok/sEstimated Auto-generated benchmark | 5GB |
| kaitchup/Phi-3-mini-4k-instruct-gptq-4bit | Q8 | 106.32 tok/sEstimated Auto-generated benchmark | 4GB |
| openai-community/gpt2-xl | Q8 | 106.29 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Llama-2-7b-hf | Q8 | 106.22 tok/sEstimated Auto-generated benchmark | 7GB |
| HuggingFaceH4/zephyr-7b-beta | Q8 | 106.02 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-14B | Q4 | 105.97 tok/sEstimated Auto-generated benchmark | 7GB |
| facebook/opt-125m | Q8 | 105.89 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/DeepSeek-R1 | Q8 | 105.81 tok/sEstimated Auto-generated benchmark | 7GB |
| MiniMaxAI/MiniMax-M2 | Q8 | 105.80 tok/sEstimated Auto-generated benchmark | 7GB |
| BSC-LT/salamandraTA-7b-instruct | Q8 | 105.67 tok/sEstimated Auto-generated benchmark | 7GB |
| tencent/HunyuanVideo-1.5 | Q8 | 105.37 tok/sEstimated Auto-generated benchmark | 8GB |
| Qwen/Qwen2-7B-Instruct | Q8 | 105.31 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/DeepSeek-R1-Distill-Llama-8B | Q8 | 105.17 tok/sEstimated Auto-generated benchmark | 9GB |
| ai-forever/ruGPT-3.5-13B | Q4 | 104.89 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/Phi-3.5-mini-instruct | Q8 | 104.53 tok/sEstimated Auto-generated benchmark | 7GB |
| petals-team/StableBeluga2 | Q8 | 104.48 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-7B | Q8 | 104.19 tok/sEstimated Auto-generated benchmark | 7GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-8bit | Q8 | 104.06 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B-Instruct-2507 | Q8 | 104.01 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-Coder-1.5B | Q8 | 103.92 tok/sEstimated Auto-generated benchmark | 5GB |
| ibm-granite/granite-3.3-8b-instruct | Q8 | 103.92 tok/sEstimated Auto-generated benchmark | 9GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-7B | Q8 | 103.54 tok/sEstimated Auto-generated benchmark | 7GB |
| unsloth/Meta-Llama-3.1-8B-Instruct | Q8 | 103.48 tok/sEstimated Auto-generated benchmark | 9GB |
| EleutherAI/pythia-70m-deduped | Q8 | 103.35 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Llama-3.1-8B-Instruct | Q8 | 103.32 tok/sEstimated Auto-generated benchmark | 9GB |
| HuggingFaceTB/SmolLM2-135M | Q8 | 103.23 tok/sEstimated Auto-generated benchmark | 7GB |
| openai-community/gpt2-large | Q8 | 102.86 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/VibeVoice-1.5B | Q8 | 102.71 tok/sEstimated Auto-generated benchmark | 5GB |
| rinna/japanese-gpt-neox-small | Q8 | 102.70 tok/sEstimated Auto-generated benchmark | 7GB |
| OpenPipe/Qwen3-14B-Instruct | Q4 | 102.55 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/Phi-3-medium-128k-instruct | Q4 | 101.55 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Llama-2-13b-chat-hf | Q4 | 101.53 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/Phi-3.5-mini-instruct | Q8 | 101.43 tok/sEstimated Auto-generated benchmark | 4GB |
| trl-internal-testing/tiny-random-LlamaForCausalLM | Q8 | 101.42 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen-Image-Edit-2509 | Q8 | 101.18 tok/sEstimated Auto-generated benchmark | 8GB |
| Qwen/Qwen3-8B-FP8 | Q8 | 101.14 tok/sEstimated Auto-generated benchmark | 9GB |
| microsoft/Phi-3-mini-128k-instruct | Q8 | 100.73 tok/sEstimated Auto-generated benchmark | 7GB |
| Alibaba-NLP/gte-Qwen2-1.5B-instruct | Q8 | 100.47 tok/sEstimated Auto-generated benchmark | 5GB |
| openai-community/gpt2 | Q8 | 100.38 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-1.7B | Q8 | 100.26 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-1.7B-Base | Q8 | 100.25 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/Phi-4-mini-instruct | Q8 | 100.18 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Llama-3.1-8B-Instruct | Q4 | 100.06 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B-Thinking-2507-FP8 | Q8 | 99.89 tok/sEstimated Auto-generated benchmark | 4GB |
| allenai/Olmo-3-7B-Think | Q8 | 99.80 tok/sEstimated Auto-generated benchmark | 8GB |
| Qwen/Qwen2.5-14B | Q4 | 99.61 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/Phi-3.5-vision-instruct | Q8 | 99.27 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-0.5B | Q8 | 99.23 tok/sEstimated Auto-generated benchmark | 5GB |
| Tongyi-MAI/Z-Image-Turbo | Q8 | 99.07 tok/sEstimated Auto-generated benchmark | 8GB |
| meta-llama/Meta-Llama-3-8B | Q8 | 98.88 tok/sEstimated Auto-generated benchmark | 9GB |
| huggyllama/llama-7b | Q8 | 98.80 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-1.5B | Q8 | 98.70 tok/sEstimated Auto-generated benchmark | 5GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-4bit | Q8 | 98.60 tok/sEstimated Auto-generated benchmark | 9GB |
| zai-org/GLM-4.6-FP8 | Q8 | 98.13 tok/sEstimated Auto-generated benchmark | 7GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit | Q8 | 98.09 tok/sEstimated Auto-generated benchmark | 4GB |
| rednote-hilab/dots.ocr | Q8 | 97.71 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Llama-2-7b-chat-hf | Q8 | 97.63 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Llama-Guard-3-8B | Q8 | 97.60 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen3-0.6B | Q8 | 97.38 tok/sEstimated Auto-generated benchmark | 6GB |
| lmsys/vicuna-7b-v1.5 | Q8 | 97.33 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-8B-Base | Q8 | 97.17 tok/sEstimated Auto-generated benchmark | 9GB |
| microsoft/Phi-4-multimodal-instruct | Q8 | 96.91 tok/sEstimated Auto-generated benchmark | 7GB |
| trl-internal-testing/tiny-LlamaForCausalLM-3.2 | Q8 | 96.66 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-4B-Thinking-2507 | Q8 | 96.40 tok/sEstimated Auto-generated benchmark | 4GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-8bit | Q8 | 96.36 tok/sEstimated Auto-generated benchmark | 9GB |
| distilbert/distilgpt2 | Q8 | 96.36 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-Math-1.5B | Q8 | 95.95 tok/sEstimated Auto-generated benchmark | 5GB |
| Qwen/Qwen3-Embedding-0.6B | Q8 | 95.03 tok/sEstimated Auto-generated benchmark | 6GB |
| meta-llama/Meta-Llama-3-8B-Instruct | Q8 | 94.92 tok/sEstimated Auto-generated benchmark | 9GB |
| vikhyatk/moondream2 | Q8 | 94.89 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/DeepSeek-V3.1 | Q8 | 94.57 tok/sEstimated Auto-generated benchmark | 7GB |
| hmellor/tiny-random-LlamaForCausalLM | Q8 | 94.18 tok/sEstimated Auto-generated benchmark | 7GB |
| unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit | Q8 | 94.16 tok/sEstimated Auto-generated benchmark | 9GB |
| meta-llama/Llama-3.2-3B-Instruct | Q8 | 94.14 tok/sEstimated Auto-generated benchmark | 3GB |
| dicta-il/dictalm2.0-instruct | Q8 | 94.11 tok/sEstimated Auto-generated benchmark | 7GB |
| GSAI-ML/LLaDA-8B-Base | Q8 | 93.97 tok/sEstimated Auto-generated benchmark | 9GB |
| HuggingFaceM4/tiny-random-LlamaForCausalLM | Q8 | 93.88 tok/sEstimated Auto-generated benchmark | 7GB |
| openai-community/gpt2-medium | Q8 | 93.85 tok/sEstimated Auto-generated benchmark | 7GB |
| bigscience/bloomz-560m | Q8 | 93.84 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-0.5B-Instruct | Q8 | 93.75 tok/sEstimated Auto-generated benchmark | 5GB |
| numind/NuExtract-1.5 | Q8 | 93.66 tok/sEstimated Auto-generated benchmark | 7GB |
| swiss-ai/Apertus-8B-Instruct-2509 | Q8 | 93.44 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen3-8B | Q8 | 93.43 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen2.5-7B-Instruct | Q8 | 93.39 tok/sEstimated Auto-generated benchmark | 8GB |
| deepseek-ai/DeepSeek-R1-0528 | Q8 | 93.38 tok/sEstimated Auto-generated benchmark | 7GB |
| NousResearch/Meta-Llama-3.1-8B-Instruct | Q8 | 93.18 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen3-4B-Base | Q8 | 93.05 tok/sEstimated Auto-generated benchmark | 4GB |
| llamafactory/tiny-random-Llama-3 | Q8 | 92.97 tok/sEstimated Auto-generated benchmark | 7GB |
| skt/kogpt2-base-v2 | Q8 | 92.90 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/phi-2 | Q8 | 92.74 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-Reranker-0.6B | Q8 | 92.59 tok/sEstimated Auto-generated benchmark | 6GB |
| black-forest-labs/FLUX.1-dev | Q8 | 92.42 tok/sEstimated Auto-generated benchmark | 8GB |
| Qwen/Qwen3-0.6B-Base | Q8 | 92.41 tok/sEstimated Auto-generated benchmark | 6GB |
| Qwen/Qwen2-1.5B-Instruct | Q8 | 92.40 tok/sEstimated Auto-generated benchmark | 5GB |
| ibm-granite/granite-docling-258M | Q8 | 91.86 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct | Q8 | 91.79 tok/sEstimated Auto-generated benchmark | 7GB |
| GSAI-ML/LLaDA-8B-Instruct | Q8 | 91.77 tok/sEstimated Auto-generated benchmark | 9GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B | Q8 | 91.77 tok/sEstimated Auto-generated benchmark | 5GB |
| Qwen/Qwen3-4B | Q8 | 91.69 tok/sEstimated Auto-generated benchmark | 4GB |
| mistralai/Mistral-7B-Instruct-v0.2 | Q8 | 91.67 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507-FP8 | Q4 | 84.93 tok/sEstimated Auto-generated benchmark | 15GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit | Q4 | 84.90 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-30B-A3B | Q4 | 83.98 tok/sEstimated Auto-generated benchmark | 15GB |
| meta-llama/Llama-2-13b-chat-hf | Q8 | 83.07 tok/sEstimated Auto-generated benchmark | 13GB |
| mlx-community/gpt-oss-20b-MXFP4-Q8 | Q4 | 83.03 tok/sEstimated Auto-generated benchmark | 10GB |
| NousResearch/Hermes-3-Llama-3.1-8B | Q8 | 82.24 tok/sEstimated Auto-generated benchmark | 9GB |
| meta-llama/Llama-3.1-8B-Instruct | Q8 | 81.57 tok/sEstimated Auto-generated benchmark | 9GB |
| google/gemma-2-27b-it | Q4 | 81.49 tok/sEstimated Auto-generated benchmark | 14GB |
| OpenPipe/Qwen3-14B-Instruct | Q8 | 81.32 tok/sEstimated Auto-generated benchmark | 14GB |
| Qwen/Qwen3-30B-A3B-Thinking-2507 | Q4 | 81.28 tok/sEstimated Auto-generated benchmark | 15GB |
| ai-forever/ruGPT-3.5-13B | Q8 | 81.24 tok/sEstimated Auto-generated benchmark | 13GB |
| Qwen/Qwen2.5-14B-Instruct | Q8 | 80.88 tok/sEstimated Auto-generated benchmark | 15GB |
| mistralai/Mistral-Small-Instruct-2409 | Q4 | 80.39 tok/sEstimated Auto-generated benchmark | 11GB |
| Qwen/Qwen3-14B-Base | Q8 | 79.74 tok/sEstimated Auto-generated benchmark | 14GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-5bit | Q4 | 78.59 tok/sEstimated Auto-generated benchmark | 15GB |
| openai/gpt-oss-20b | Q4 | 78.01 tok/sEstimated Auto-generated benchmark | 10GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit | Q4 | 77.90 tok/sEstimated Auto-generated benchmark | 15GB |
| unsloth/gpt-oss-20b-unsloth-bnb-4bit | Q4 | 77.52 tok/sEstimated Auto-generated benchmark | 10GB |
| Qwen/Qwen3-Coder-30B-A3B-Instruct | Q4 | 77.21 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-14B | Q8 | 77.10 tok/sEstimated Auto-generated benchmark | 14GB |
| mistralai/Ministral-3-14B-Instruct-2512 | Q8 | 76.40 tok/sEstimated Auto-generated benchmark | 16GB |
| unsloth/gpt-oss-20b-BF16 | Q4 | 75.83 tok/sEstimated Auto-generated benchmark | 10GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507 | Q4 | 75.50 tok/sEstimated Auto-generated benchmark | 15GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-4bit | Q4 | 74.21 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/Phi-3-medium-128k-instruct | Q8 | 73.77 tok/sEstimated Auto-generated benchmark | 14GB |
| Qwen/Qwen2.5-14B | Q8 | 73.76 tok/sEstimated Auto-generated benchmark | 14GB |
| nvidia/NVIDIA-Nemotron-Nano-9B-v2 | Q8 | 73.11 tok/sEstimated Auto-generated benchmark | 10GB |
| meta-llama/Llama-3.2-1B-Instruct | FP16 | 72.83 tok/sEstimated Auto-generated benchmark | 2GB |
| openai/gpt-oss-safeguard-20b | Q4 | 72.80 tok/sEstimated Auto-generated benchmark | 11GB |
| deepseek-ai/deepseek-coder-1.3b-instruct | FP16 | 72.78 tok/sEstimated Auto-generated benchmark | 6GB |
| deepseek-ai/DeepSeek-OCR | FP16 | 71.89 tok/sEstimated Auto-generated benchmark | 7GB |
| google-bert/bert-base-uncased | FP16 | 71.83 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-3.2-1B | FP16 | 71.80 tok/sEstimated Auto-generated benchmark | 2GB |
| EssentialAI/rnj-1 | Q8 | 71.73 tok/sEstimated Auto-generated benchmark | 10GB |
| ibm-granite/granite-3.3-2b-instruct | FP16 | 71.51 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-14B-Instruct | Q8 | 71.32 tok/sEstimated Auto-generated benchmark | 14GB |
| unsloth/Llama-3.2-3B-Instruct | FP16 | 70.66 tok/sEstimated Auto-generated benchmark | 6GB |
| meta-llama/Llama-3.2-3B-Instruct | FP16 | 70.01 tok/sEstimated Auto-generated benchmark | 6GB |
| apple/OpenELM-1_1B-Instruct | FP16 | 69.94 tok/sEstimated Auto-generated benchmark | 2GB |
| google/gemma-2-9b-it | Q8 | 69.03 tok/sEstimated Auto-generated benchmark | 10GB |
| ibm-research/PowerMoE-3b | FP16 | 68.78 tok/sEstimated Auto-generated benchmark | 6GB |
| Qwen/Qwen2.5-3B-Instruct | FP16 | 68.10 tok/sEstimated Auto-generated benchmark | 6GB |
| WeiboAI/VibeThinker-1.5B | FP16 | 67.93 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-3B | FP16 | 67.78 tok/sEstimated Auto-generated benchmark | 6GB |
| allenai/OLMo-2-0425-1B | FP16 | 67.76 tok/sEstimated Auto-generated benchmark | 2GB |
| meta-llama/Llama-3.2-3B | FP16 | 67.35 tok/sEstimated Auto-generated benchmark | 6GB |
| LiquidAI/LFM2-1.2B | FP16 | 66.49 tok/sEstimated Auto-generated benchmark | 4GB |
| unsloth/Llama-3.2-1B-Instruct | FP16 | 66.08 tok/sEstimated Auto-generated benchmark | 2GB |
| context-labs/meta-llama-Llama-3.2-3B-Instruct-FP16 | FP16 | 65.84 tok/sEstimated Auto-generated benchmark | 6GB |
| google/gemma-2b | FP16 | 65.61 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-Guard-3-1B | FP16 | 64.67 tok/sEstimated Auto-generated benchmark | 2GB |
| google/embeddinggemma-300m | FP16 | 64.56 tok/sEstimated Auto-generated benchmark | 1GB |
| nari-labs/Dia2-2B | FP16 | 64.51 tok/sEstimated Auto-generated benchmark | 5GB |
| bigcode/starcoder2-3b | FP16 | 63.45 tok/sEstimated Auto-generated benchmark | 6GB |
| TinyLlama/TinyLlama-1.1B-Chat-v1.0 | FP16 | 62.19 tok/sEstimated Auto-generated benchmark | 2GB |
| google-t5/t5-3b | FP16 | 61.75 tok/sEstimated Auto-generated benchmark | 6GB |
| google/gemma-2-2b-it | FP16 | 61.64 tok/sEstimated Auto-generated benchmark | 4GB |
| mlx-community/gpt-oss-20b-MXFP4-Q8 | Q8 | 61.48 tok/sEstimated Auto-generated benchmark | 20GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-5bit | Q8 | 61.44 tok/sEstimated Auto-generated benchmark | 31GB |
| tencent/HunyuanOCR | FP16 | 61.21 tok/sEstimated Auto-generated benchmark | 3GB |
| google/gemma-3-1b-it | FP16 | 61.04 tok/sEstimated Auto-generated benchmark | 2GB |
| facebook/sam3 | FP16 | 60.91 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen-Image-Edit-2509 | FP16 | 60.78 tok/sEstimated Auto-generated benchmark | 16GB |
| skt/kogpt2-base-v2 | FP16 | 60.66 tok/sEstimated Auto-generated benchmark | 15GB |
| black-forest-labs/FLUX.1-dev | FP16 | 60.64 tok/sEstimated Auto-generated benchmark | 16GB |
| unsloth/gemma-3-1b-it | FP16 | 60.55 tok/sEstimated Auto-generated benchmark | 2GB |
| google/gemma-3-270m-it | FP16 | 60.42 tok/sEstimated Auto-generated benchmark | 15GB |
| vikhyatk/moondream2 | FP16 | 60.40 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/VibeVoice-1.5B | FP16 | 60.33 tok/sEstimated Auto-generated benchmark | 11GB |
| Qwen/Qwen3-Embedding-0.6B | FP16 | 60.24 tok/sEstimated Auto-generated benchmark | 13GB |
| openai/gpt-oss-safeguard-20b | Q8 | 60.17 tok/sEstimated Auto-generated benchmark | 22GB |
| NousResearch/Meta-Llama-3.1-8B-Instruct | FP16 | 60.09 tok/sEstimated Auto-generated benchmark | 17GB |
| unsloth/Meta-Llama-3.1-8B-Instruct | FP16 | 60.05 tok/sEstimated Auto-generated benchmark | 17GB |
| mistralai/Mistral-Small-Instruct-2409 | Q8 | 59.95 tok/sEstimated Auto-generated benchmark | 23GB |
| inference-net/Schematron-3B | FP16 | 59.93 tok/sEstimated Auto-generated benchmark | 6GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-4bit | FP16 | 59.88 tok/sEstimated Auto-generated benchmark | 9GB |
| EleutherAI/pythia-70m-deduped | FP16 | 59.86 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-Coder-1.5B | FP16 | 59.78 tok/sEstimated Auto-generated benchmark | 11GB |
| Qwen/Qwen2-0.5B | FP16 | 59.54 tok/sEstimated Auto-generated benchmark | 11GB |
| swiss-ai/Apertus-8B-Instruct-2509 | FP16 | 59.48 tok/sEstimated Auto-generated benchmark | 17GB |
| lmsys/vicuna-7b-v1.5 | FP16 | 59.34 tok/sEstimated Auto-generated benchmark | 15GB |
| google/gemma-2-27b-it | Q8 | 59.13 tok/sEstimated Auto-generated benchmark | 28GB |
| Qwen/Qwen2.5-Math-1.5B | FP16 | 58.94 tok/sEstimated Auto-generated benchmark | 11GB |
| microsoft/phi-4 | FP16 | 58.94 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-4B-Thinking-2507-FP8 | FP16 | 58.88 tok/sEstimated Auto-generated benchmark | 9GB |
| meta-llama/Llama-Guard-3-8B | FP16 | 58.87 tok/sEstimated Auto-generated benchmark | 17GB |
| BSC-LT/salamandraTA-7b-instruct | FP16 | 58.85 tok/sEstimated Auto-generated benchmark | 15GB |
| huggyllama/llama-7b | FP16 | 58.61 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-Embedding-8B | FP16 | 58.40 tok/sEstimated Auto-generated benchmark | 17GB |
| unsloth/gpt-oss-20b-unsloth-bnb-4bit | Q8 | 58.38 tok/sEstimated Auto-generated benchmark | 20GB |
| Qwen/Qwen2.5-1.5B-Instruct | FP16 | 58.33 tok/sEstimated Auto-generated benchmark | 11GB |
| Qwen/Qwen3-0.6B | FP16 | 58.20 tok/sEstimated Auto-generated benchmark | 13GB |
| zai-org/GLM-4.5-Air | FP16 | 58.18 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/DialoGPT-medium | FP16 | 57.99 tok/sEstimated Auto-generated benchmark | 15GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-7B | FP16 | 57.95 tok/sEstimated Auto-generated benchmark | 15GB |
| openai-community/gpt2-medium | FP16 | 57.85 tok/sEstimated Auto-generated benchmark | 15GB |
| meta-llama/Llama-2-7b-hf | FP16 | 57.60 tok/sEstimated Auto-generated benchmark | 15GB |
| allenai/Olmo-3-7B-Think | FP16 | 57.58 tok/sEstimated Auto-generated benchmark | 16GB |
| Qwen/Qwen3-30B-A3B | Q8 | 57.58 tok/sEstimated Auto-generated benchmark | 31GB |
| openai/gpt-oss-20b | Q8 | 57.40 tok/sEstimated Auto-generated benchmark | 20GB |
| HuggingFaceTB/SmolLM2-135M | FP16 | 57.40 tok/sEstimated Auto-generated benchmark | 15GB |
| unsloth/mistral-7b-v0.3-bnb-4bit | FP16 | 57.36 tok/sEstimated Auto-generated benchmark | 15GB |
| liuhaotian/llava-v1.5-7b | FP16 | 57.35 tok/sEstimated Auto-generated benchmark | 15GB |
| deepseek-ai/DeepSeek-V3 | FP16 | 57.08 tok/sEstimated Auto-generated benchmark | 15GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-4bit | Q8 | 57.07 tok/sEstimated Auto-generated benchmark | 31GB |
| deepseek-ai/DeepSeek-V3-0324 | FP16 | 57.00 tok/sEstimated Auto-generated benchmark | 15GB |
| HuggingFaceH4/zephyr-7b-beta | FP16 | 56.81 tok/sEstimated Auto-generated benchmark | 15GB |
| meta-llama/Meta-Llama-3-8B-Instruct | FP16 | 56.79 tok/sEstimated Auto-generated benchmark | 17GB |
| microsoft/Phi-3.5-vision-instruct | FP16 | 56.77 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-30B-A3B-Thinking-2507 | Q8 | 56.73 tok/sEstimated Auto-generated benchmark | 31GB |
| trl-internal-testing/tiny-Qwen2ForCausalLM-2.5 | FP16 | 56.68 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-7B | FP16 | 56.63 tok/sEstimated Auto-generated benchmark | 15GB |
| openai-community/gpt2-large | FP16 | 56.59 tok/sEstimated Auto-generated benchmark | 15GB |
| deepseek-ai/DeepSeek-R1-0528 | FP16 | 56.53 tok/sEstimated Auto-generated benchmark | 15GB |
| EleutherAI/gpt-neo-125m | FP16 | 56.48 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/Phi-4-multimodal-instruct | FP16 | 56.46 tok/sEstimated Auto-generated benchmark | 15GB |
| rinna/japanese-gpt-neox-small | FP16 | 56.46 tok/sEstimated Auto-generated benchmark | 15GB |
| mistralai/Mistral-7B-Instruct-v0.2 | FP16 | 56.44 tok/sEstimated Auto-generated benchmark | 15GB |
| zai-org/GLM-4.6-FP8 | FP16 | 56.12 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-4B-Thinking-2507 | FP16 | 56.02 tok/sEstimated Auto-generated benchmark | 9GB |
| hmellor/tiny-random-LlamaForCausalLM | FP16 | 56.01 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-Reranker-0.6B | FP16 | 55.90 tok/sEstimated Auto-generated benchmark | 13GB |
| RedHatAI/Llama-3.3-70B-Instruct-FP8-dynamic | Q4 | 55.83 tok/sEstimated Auto-generated benchmark | 34GB |
| Qwen/Qwen3-4B-Base | FP16 | 55.70 tok/sEstimated Auto-generated benchmark | 9GB |
| meta-llama/Llama-3.2-3B-Instruct | FP16 | 55.69 tok/sEstimated Auto-generated benchmark | 7GB |
| mistralai/Mistral-7B-Instruct-v0.1 | FP16 | 55.33 tok/sEstimated Auto-generated benchmark | 15GB |
| Gensyn/Qwen2.5-0.5B-Instruct | FP16 | 55.28 tok/sEstimated Auto-generated benchmark | 11GB |
| openai-community/gpt2 | FP16 | 55.25 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2-7B-Instruct | FP16 | 55.21 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-7B-Instruct | FP16 | 55.15 tok/sEstimated Auto-generated benchmark | 15GB |
| moonshotai/Kimi-K2-Thinking | Q4 | 55.13 tok/sEstimated Auto-generated benchmark | 489GB |
| Qwen/Qwen2.5-1.5B | FP16 | 55.08 tok/sEstimated Auto-generated benchmark | 11GB |
| facebook/opt-125m | FP16 | 54.94 tok/sEstimated Auto-generated benchmark | 15GB |
| HuggingFaceTB/SmolLM-135M | FP16 | 54.83 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/Phi-3-mini-128k-instruct | FP16 | 54.78 tok/sEstimated Auto-generated benchmark | 15GB |
| unsloth/gpt-oss-20b-BF16 | Q8 | 54.76 tok/sEstimated Auto-generated benchmark | 20GB |
| parler-tts/parler-tts-large-v1 | FP16 | 54.75 tok/sEstimated Auto-generated benchmark | 15GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-4bit | FP16 | 54.52 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen3-Coder-30B-A3B-Instruct | Q8 | 54.49 tok/sEstimated Auto-generated benchmark | 31GB |
| llamafactory/tiny-random-Llama-3 | FP16 | 54.44 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-32B | Q4 | 53.91 tok/sEstimated Auto-generated benchmark | 16GB |
| GSAI-ML/LLaDA-8B-Base | FP16 | 53.88 tok/sEstimated Auto-generated benchmark | 17GB |
| 01-ai/Yi-1.5-34B-Chat | Q4 | 53.70 tok/sEstimated Auto-generated benchmark | 18GB |
| openai-community/gpt2-xl | FP16 | 53.66 tok/sEstimated Auto-generated benchmark | 15GB |
| GSAI-ML/LLaDA-8B-Instruct | FP16 | 53.61 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen2.5-32B-Instruct | Q4 | 53.59 tok/sEstimated Auto-generated benchmark | 17GB |
| bigscience/bloomz-560m | FP16 | 53.58 tok/sEstimated Auto-generated benchmark | 15GB |
| meta-llama/Llama-3.1-8B-Instruct | FP16 | 53.56 tok/sEstimated Auto-generated benchmark | 17GB |
| deepseek-ai/DeepSeek-V2.5 | Q4 | 53.54 tok/sEstimated Auto-generated benchmark | 328GB |
| RedHatAI/Meta-Llama-3.1-70B-Instruct-quantized.w4a16 | Q4 | 53.46 tok/sEstimated Auto-generated benchmark | 34GB |
| IlyaGusev/saiga_llama3_8b | FP16 | 53.38 tok/sEstimated Auto-generated benchmark | 17GB |
| deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct | FP16 | 53.36 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-Embedding-4B | FP16 | 53.31 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen3-4B | FP16 | 53.29 tok/sEstimated Auto-generated benchmark | 9GB |
| ibm-granite/granite-docling-258M | FP16 | 53.16 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/Phi-3.5-mini-instruct | FP16 | 53.03 tok/sEstimated Auto-generated benchmark | 15GB |
| MiniMaxAI/MiniMax-M2 | FP16 | 52.99 tok/sEstimated Auto-generated benchmark | 15GB |
| trl-internal-testing/tiny-LlamaForCausalLM-3.2 | FP16 | 52.98 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-4B-Instruct-2507 | FP16 | 52.96 tok/sEstimated Auto-generated benchmark | 9GB |
| rednote-hilab/dots.ocr | FP16 | 52.94 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-32B-Instruct | Q4 | 52.88 tok/sEstimated Auto-generated benchmark | 16GB |
| Qwen/Qwen2.5-7B-Instruct | FP16 | 52.86 tok/sEstimated Auto-generated benchmark | 16GB |
| deepseek-ai/deepseek-coder-33b-instruct | Q4 | 52.83 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen2.5-Coder-7B-Instruct | FP16 | 52.80 tok/sEstimated Auto-generated benchmark | 15GB |
| Tongyi-MAI/Z-Image-Turbo | FP16 | 52.80 tok/sEstimated Auto-generated benchmark | 16GB |
| microsoft/Phi-3-mini-4k-instruct | FP16 | 52.77 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-0.5B | FP16 | 52.72 tok/sEstimated Auto-generated benchmark | 11GB |
| Qwen/Qwen2-1.5B-Instruct | FP16 | 52.69 tok/sEstimated Auto-generated benchmark | 11GB |
| microsoft/Phi-3.5-mini-instruct | FP16 | 52.56 tok/sEstimated Auto-generated benchmark | 8GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit | Q8 | 52.49 tok/sEstimated Auto-generated benchmark | 31GB |
| dphn/dolphin-2.9.1-yi-1.5-34b | Q4 | 52.45 tok/sEstimated Auto-generated benchmark | 17GB |
| kaitchup/Phi-3-mini-4k-instruct-gptq-4bit | FP16 | 52.44 tok/sEstimated Auto-generated benchmark | 9GB |
| mistralai/Mistral-7B-v0.1 | FP16 | 52.41 tok/sEstimated Auto-generated benchmark | 15GB |
| meta-llama/Llama-3.3-70B-Instruct | Q4 | 52.21 tok/sEstimated Auto-generated benchmark | 34GB |
| deepseek-ai/DeepSeek-V3.1 | FP16 | 52.20 tok/sEstimated Auto-generated benchmark | 15GB |
| meta-llama/Meta-Llama-3-70B-Instruct | Q4 | 52.18 tok/sEstimated Auto-generated benchmark | 34GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-8bit | FP16 | 52.13 tok/sEstimated Auto-generated benchmark | 17GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit | Q8 | 52.13 tok/sEstimated Auto-generated benchmark | 31GB |
| Qwen/Qwen3-1.7B | FP16 | 52.03 tok/sEstimated Auto-generated benchmark | 15GB |
| numind/NuExtract-1.5 | FP16 | 52.00 tok/sEstimated Auto-generated benchmark | 15GB |
| tencent/HunyuanVideo-1.5 | FP16 | 51.99 tok/sEstimated Auto-generated benchmark | 16GB |
| distilbert/distilgpt2 | FP16 | 51.98 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-0.5B-Instruct | FP16 | 51.97 tok/sEstimated Auto-generated benchmark | 11GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507-FP8 | Q8 | 51.96 tok/sEstimated Auto-generated benchmark | 31GB |
| Qwen/Qwen2-0.5B-Instruct | FP16 | 51.94 tok/sEstimated Auto-generated benchmark | 11GB |
| dicta-il/dictalm2.0-instruct | FP16 | 51.93 tok/sEstimated Auto-generated benchmark | 15GB |
| deepseek-ai/DeepSeek-R1-Distill-Llama-8B | FP16 | 51.85 tok/sEstimated Auto-generated benchmark | 17GB |
| meta-llama/Llama-3.1-70B-Instruct | Q4 | 51.71 tok/sEstimated Auto-generated benchmark | 34GB |
| Qwen/Qwen3-1.7B-Base | FP16 | 51.59 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507 | Q8 | 51.43 tok/sEstimated Auto-generated benchmark | 31GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B | FP16 | 51.29 tok/sEstimated Auto-generated benchmark | 11GB |
| Qwen/Qwen3-0.6B-Base | FP16 | 51.08 tok/sEstimated Auto-generated benchmark | 13GB |
| unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit | FP16 | 51.06 tok/sEstimated Auto-generated benchmark | 17GB |
| deepseek-ai/DeepSeek-R1 | FP16 | 50.99 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-8B-FP8 | FP16 | 50.97 tok/sEstimated Auto-generated benchmark | 17GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-8bit | FP16 | 50.97 tok/sEstimated Auto-generated benchmark | 9GB |
| microsoft/Phi-4-mini-instruct | FP16 | 50.82 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-8B | FP16 | 50.71 tok/sEstimated Auto-generated benchmark | 17GB |
| Alibaba-NLP/gte-Qwen2-1.5B-instruct | FP16 | 50.69 tok/sEstimated Auto-generated benchmark | 11GB |
| meta-llama/Llama-2-7b-chat-hf | FP16 | 50.61 tok/sEstimated Auto-generated benchmark | 15GB |
| petals-team/StableBeluga2 | FP16 | 50.49 tok/sEstimated Auto-generated benchmark | 15GB |
| HuggingFaceM4/tiny-random-LlamaForCausalLM | FP16 | 50.41 tok/sEstimated Auto-generated benchmark | 15GB |
| meta-llama/Meta-Llama-3-8B | FP16 | 50.39 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen3-8B-Base | FP16 | 50.33 tok/sEstimated Auto-generated benchmark | 17GB |
| microsoft/DialoGPT-small | FP16 | 50.28 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/phi-2 | FP16 | 50.24 tok/sEstimated Auto-generated benchmark | 15GB |
| meta-llama/Llama-3.1-8B | FP16 | 50.17 tok/sEstimated Auto-generated benchmark | 17GB |
| sshleifer/tiny-gpt2 | FP16 | 50.15 tok/sEstimated Auto-generated benchmark | 15GB |
| codellama/CodeLlama-34b-hf | Q4 | 50.00 tok/sEstimated Auto-generated benchmark | 17GB |
| ibm-granite/granite-3.3-8b-instruct | FP16 | 49.99 tok/sEstimated Auto-generated benchmark | 17GB |
| trl-internal-testing/tiny-random-LlamaForCausalLM | FP16 | 49.89 tok/sEstimated Auto-generated benchmark | 15GB |
| black-forest-labs/FLUX.2-dev | FP16 | 49.77 tok/sEstimated Auto-generated benchmark | 16GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit | FP16 | 49.76 tok/sEstimated Auto-generated benchmark | 9GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-32B | Q4 | 49.26 tok/sEstimated Auto-generated benchmark | 16GB |
| moonshotai/Kimi-Linear-48B-A3B-Instruct | Q4 | 49.19 tok/sEstimated Auto-generated benchmark | 25GB |
| baichuan-inc/Baichuan-M2-32B | Q4 | 48.82 tok/sEstimated Auto-generated benchmark | 16GB |
| Qwen/Qwen2.5-Coder-32B-Instruct | Q4 | 48.36 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen2.5-32B | Q4 | 47.76 tok/sEstimated Auto-generated benchmark | 16GB |
| Qwen/QwQ-32B-Preview | Q4 | 47.20 tok/sEstimated Auto-generated benchmark | 17GB |
| unsloth/DeepSeek-R1-Distill-Qwen-32B-bnb-4bit | Q4 | 47.13 tok/sEstimated Auto-generated benchmark | 16GB |
| ai-forever/ruGPT-3.5-13B | FP16 | 45.29 tok/sEstimated Auto-generated benchmark | 27GB |
| Qwen/Qwen3-14B-Base | FP16 | 44.90 tok/sEstimated Auto-generated benchmark | 29GB |
| EssentialAI/rnj-1 | FP16 | 44.66 tok/sEstimated Auto-generated benchmark | 19GB |
| google/gemma-2-9b-it | FP16 | 44.55 tok/sEstimated Auto-generated benchmark | 20GB |
| meta-llama/Llama-2-13b-chat-hf | FP16 | 44.39 tok/sEstimated Auto-generated benchmark | 27GB |
| meta-llama/Llama-3.1-8B-Instruct | FP16 | 44.14 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen3-14B | FP16 | 44.07 tok/sEstimated Auto-generated benchmark | 29GB |
| Qwen/Qwen2.5-14B-Instruct | FP16 | 43.56 tok/sEstimated Auto-generated benchmark | 29GB |
| microsoft/Phi-3-medium-128k-instruct | FP16 | 43.45 tok/sEstimated Auto-generated benchmark | 29GB |
| nvidia/NVIDIA-Nemotron-Nano-9B-v2 | FP16 | 42.34 tok/sEstimated Auto-generated benchmark | 19GB |
| Qwen/Qwen2.5-14B | FP16 | 41.21 tok/sEstimated Auto-generated benchmark | 29GB |
| Qwen/Qwen2.5-14B-Instruct | FP16 | 40.68 tok/sEstimated Auto-generated benchmark | 30GB |
| mistralai/Mixtral-8x22B-Instruct-v0.1 | Q4 | 40.62 tok/sEstimated Auto-generated benchmark | 69GB |
| NousResearch/Hermes-3-Llama-3.1-8B | FP16 | 39.40 tok/sEstimated Auto-generated benchmark | 17GB |
| OpenPipe/Qwen3-14B-Instruct | FP16 | 39.40 tok/sEstimated Auto-generated benchmark | 29GB |
| deepseek-ai/DeepSeek-V2.5 | Q8 | 39.16 tok/sEstimated Auto-generated benchmark | 656GB |
| deepseek-ai/deepseek-coder-33b-instruct | Q8 | 38.54 tok/sEstimated Auto-generated benchmark | 34GB |
| mistralai/Ministral-3-14B-Instruct-2512 | FP16 | 38.26 tok/sEstimated Auto-generated benchmark | 32GB |
| 01-ai/Yi-1.5-34B-Chat | Q8 | 37.13 tok/sEstimated Auto-generated benchmark | 35GB |
| meta-llama/Llama-3.1-70B-Instruct | Q8 | 36.83 tok/sEstimated Auto-generated benchmark | 68GB |
| meta-llama/Llama-3.3-70B-Instruct | Q8 | 36.44 tok/sEstimated Auto-generated benchmark | 68GB |
| Qwen/Qwen3-32B | Q8 | 36.41 tok/sEstimated Auto-generated benchmark | 33GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-32B | Q8 | 36.33 tok/sEstimated Auto-generated benchmark | 33GB |
| unsloth/DeepSeek-R1-Distill-Qwen-32B-bnb-4bit | Q8 | 36.29 tok/sEstimated Auto-generated benchmark | 33GB |
| Qwen/QwQ-32B-Preview | Q8 | 36.05 tok/sEstimated Auto-generated benchmark | 34GB |
| dphn/dolphin-2.9.1-yi-1.5-34b | Q8 | 36.03 tok/sEstimated Auto-generated benchmark | 35GB |
| Qwen/Qwen2.5-32B-Instruct | Q8 | 36.02 tok/sEstimated Auto-generated benchmark | 34GB |
| RedHatAI/Meta-Llama-3.1-70B-Instruct-quantized.w4a16 | Q8 | 35.66 tok/sEstimated Auto-generated benchmark | 68GB |
| moonshotai/Kimi-K2-Thinking | Q8 | 35.62 tok/sEstimated Auto-generated benchmark | 978GB |
| Qwen/Qwen2.5-32B-Instruct | Q8 | 35.05 tok/sEstimated Auto-generated benchmark | 33GB |
| Qwen/Qwen2.5-Coder-32B-Instruct | Q8 | 35.04 tok/sEstimated Auto-generated benchmark | 34GB |
| RedHatAI/Llama-3.3-70B-Instruct-FP8-dynamic | Q8 | 34.86 tok/sEstimated Auto-generated benchmark | 68GB |
| meta-llama/Meta-Llama-3-70B-Instruct | Q8 | 34.75 tok/sEstimated Auto-generated benchmark | 68GB |
| Qwen/Qwen2.5-32B | Q8 | 34.62 tok/sEstimated Auto-generated benchmark | 33GB |
| moonshotai/Kimi-Linear-48B-A3B-Instruct | Q8 | 33.94 tok/sEstimated Auto-generated benchmark | 50GB |
| mistralai/Mistral-Small-Instruct-2409 | FP16 | 32.92 tok/sEstimated Auto-generated benchmark | 46GB |
| codellama/CodeLlama-34b-hf | Q8 | 32.57 tok/sEstimated Auto-generated benchmark | 35GB |
| Qwen/Qwen3-30B-A3B | FP16 | 32.53 tok/sEstimated Auto-generated benchmark | 61GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit | FP16 | 32.53 tok/sEstimated Auto-generated benchmark | 61GB |
| openai/gpt-oss-safeguard-20b | FP16 | 32.30 tok/sEstimated Auto-generated benchmark | 44GB |
| baichuan-inc/Baichuan-M2-32B | Q8 | 32.18 tok/sEstimated Auto-generated benchmark | 33GB |
| google/gemma-2-27b-it | FP16 | 32.11 tok/sEstimated Auto-generated benchmark | 56GB |
| Qwen/Qwen3-Coder-30B-A3B-Instruct | FP16 | 31.93 tok/sEstimated Auto-generated benchmark | 61GB |
| mlx-community/gpt-oss-20b-MXFP4-Q8 | FP16 | 31.91 tok/sEstimated Auto-generated benchmark | 41GB |
| meta-llama/Llama-3.3-70B-Instruct | Q4 | 31.78 tok/sEstimated Auto-generated benchmark | 34GB |
| NousResearch/Hermes-3-Llama-3.1-70B | Q4 | 31.55 tok/sEstimated Auto-generated benchmark | 34GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507 | FP16 | 31.51 tok/sEstimated Auto-generated benchmark | 61GB |
| RedHatAI/Llama-3.2-90B-Vision-Instruct-FP8-dynamic | Q4 | 30.60 tok/sEstimated Auto-generated benchmark | 44GB |
| Qwen/Qwen2.5-Math-72B-Instruct | Q4 | 30.59 tok/sEstimated Auto-generated benchmark | 36GB |
| openai/gpt-oss-120b | Q4 | 30.45 tok/sEstimated Auto-generated benchmark | 59GB |
| unsloth/gpt-oss-20b-unsloth-bnb-4bit | FP16 | 30.40 tok/sEstimated Auto-generated benchmark | 41GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking-FP8 | Q4 | 30.31 tok/sEstimated Auto-generated benchmark | 39GB |
| unsloth/gpt-oss-20b-BF16 | FP16 | 29.80 tok/sEstimated Auto-generated benchmark | 41GB |
| openai/gpt-oss-20b | FP16 | 29.56 tok/sEstimated Auto-generated benchmark | 41GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-5bit | FP16 | 29.55 tok/sEstimated Auto-generated benchmark | 61GB |
| Qwen/Qwen2.5-72B-Instruct | Q4 | 28.77 tok/sEstimated Auto-generated benchmark | 35GB |
| Qwen/Qwen3-30B-A3B-Thinking-2507 | FP16 | 28.72 tok/sEstimated Auto-generated benchmark | 61GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit | FP16 | 28.03 tok/sEstimated Auto-generated benchmark | 61GB |
| AI-MO/Kimina-Prover-72B | Q4 | 27.90 tok/sEstimated Auto-generated benchmark | 35GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-4bit | FP16 | 27.83 tok/sEstimated Auto-generated benchmark | 61GB |
| mistralai/Mixtral-8x22B-Instruct-v0.1 | Q8 | 27.44 tok/sEstimated Auto-generated benchmark | 138GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507-FP8 | FP16 | 27.41 tok/sEstimated Auto-generated benchmark | 61GB |
| nvidia/Llama-3.1-Nemotron-70B-Instruct-HF | Q4 | 27.29 tok/sEstimated Auto-generated benchmark | 34GB |
| Qwen/Qwen2.5-72B-Instruct | Q4 | 26.89 tok/sEstimated Auto-generated benchmark | 36GB |
| mistralai/Mistral-Large-Instruct-2411 | Q4 | 26.78 tok/sEstimated Auto-generated benchmark | 60GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct | Q4 | 26.75 tok/sEstimated Auto-generated benchmark | 39GB |
| meta-llama/Llama-3.1-70B-Instruct | Q4 | 26.70 tok/sEstimated Auto-generated benchmark | 34GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct-FP8 | Q4 | 26.39 tok/sEstimated Auto-generated benchmark | 39GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking | Q4 | 26.19 tok/sEstimated Auto-generated benchmark | 39GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct-FP8 | Q8 | 22.31 tok/sEstimated Auto-generated benchmark | 78GB |
| deepseek-ai/DeepSeek-Math-V2 | Q4 | 22.22 tok/sEstimated Auto-generated benchmark | 383GB |
| mistralai/Mistral-Large-Instruct-2411 | Q8 | 22.09 tok/sEstimated Auto-generated benchmark | 120GB |
| Qwen/Qwen2.5-72B-Instruct | Q8 | 21.90 tok/sEstimated Auto-generated benchmark | 71GB |
| nvidia/Llama-3.1-Nemotron-70B-Instruct-HF | Q8 | 21.70 tok/sEstimated Auto-generated benchmark | 69GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking | Q8 | 21.59 tok/sEstimated Auto-generated benchmark | 78GB |
| moonshotai/Kimi-Linear-48B-A3B-Instruct | FP16 | 21.24 tok/sEstimated Auto-generated benchmark | 101GB |
| codellama/CodeLlama-34b-hf | FP16 | 21.20 tok/sEstimated Auto-generated benchmark | 70GB |
| Qwen/QwQ-32B-Preview | FP16 | 21.18 tok/sEstimated Auto-generated benchmark | 67GB |
| RedHatAI/Llama-3.2-90B-Vision-Instruct-FP8-dynamic | Q8 | 20.99 tok/sEstimated Auto-generated benchmark | 88GB |
| meta-llama/Llama-3.3-70B-Instruct | FP16 | 20.90 tok/sEstimated Auto-generated benchmark | 137GB |
| Qwen/Qwen2.5-72B-Instruct | Q8 | 20.82 tok/sEstimated Auto-generated benchmark | 70GB |
| Qwen/Qwen2.5-32B-Instruct | FP16 | 20.76 tok/sEstimated Auto-generated benchmark | 66GB |
| Qwen/Qwen2.5-Math-72B-Instruct | Q8 | 20.56 tok/sEstimated Auto-generated benchmark | 71GB |
| dphn/dolphin-2.9.1-yi-1.5-34b | FP16 | 20.52 tok/sEstimated Auto-generated benchmark | 70GB |
| unsloth/DeepSeek-R1-Distill-Qwen-32B-bnb-4bit | FP16 | 20.48 tok/sEstimated Auto-generated benchmark | 66GB |
| NousResearch/Hermes-3-Llama-3.1-70B | Q8 | 20.40 tok/sEstimated Auto-generated benchmark | 69GB |
| deepseek-ai/DeepSeek-V2.5 | FP16 | 20.38 tok/sEstimated Auto-generated benchmark | 1312GB |
| baichuan-inc/Baichuan-M2-32B | FP16 | 20.34 tok/sEstimated Auto-generated benchmark | 66GB |
| deepseek-ai/DeepSeek-Coder-V2-Instruct-0724 | Q4 | 20.21 tok/sEstimated Auto-generated benchmark | 115GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-32B | FP16 | 20.14 tok/sEstimated Auto-generated benchmark | 66GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct | Q8 | 19.97 tok/sEstimated Auto-generated benchmark | 78GB |
| AI-MO/Kimina-Prover-72B | Q8 | 19.89 tok/sEstimated Auto-generated benchmark | 70GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking-FP8 | Q8 | 19.87 tok/sEstimated Auto-generated benchmark | 78GB |
| meta-llama/Llama-3.1-70B-Instruct | Q8 | 19.70 tok/sEstimated Auto-generated benchmark | 69GB |
| moonshotai/Kimi-K2-Thinking | FP16 | 19.56 tok/sEstimated Auto-generated benchmark | 1956GB |
| meta-llama/Llama-3.3-70B-Instruct | Q8 | 19.46 tok/sEstimated Auto-generated benchmark | 69GB |
| openai/gpt-oss-120b | Q8 | 19.42 tok/sEstimated Auto-generated benchmark | 117GB |
| meta-llama/Meta-Llama-3-70B-Instruct | FP16 | 19.20 tok/sEstimated Auto-generated benchmark | 137GB |
| 01-ai/Yi-1.5-34B-Chat | FP16 | 19.12 tok/sEstimated Auto-generated benchmark | 70GB |
| deepseek-ai/deepseek-coder-33b-instruct | FP16 | 18.63 tok/sEstimated Auto-generated benchmark | 68GB |
| Qwen/Qwen2.5-32B-Instruct | FP16 | 18.43 tok/sEstimated Auto-generated benchmark | 67GB |
| RedHatAI/Meta-Llama-3.1-70B-Instruct-quantized.w4a16 | FP16 | 18.31 tok/sEstimated Auto-generated benchmark | 137GB |
| Qwen/Qwen2.5-32B | FP16 | 17.89 tok/sEstimated Auto-generated benchmark | 66GB |
| Qwen/Qwen3-32B | FP16 | 17.71 tok/sEstimated Auto-generated benchmark | 66GB |
| meta-llama/Llama-3.1-70B-Instruct | FP16 | 17.66 tok/sEstimated Auto-generated benchmark | 137GB |
| RedHatAI/Llama-3.3-70B-Instruct-FP8-dynamic | FP16 | 17.59 tok/sEstimated Auto-generated benchmark | 137GB |
| Qwen/Qwen2.5-Coder-32B-Instruct | FP16 | 17.51 tok/sEstimated Auto-generated benchmark | 67GB |
| MiniMaxAI/MiniMax-VL-01 | Q4 | 16.82 tok/sEstimated Auto-generated benchmark | 256GB |
| Qwen/Qwen3-235B-A22B | Q4 | 16.63 tok/sEstimated Auto-generated benchmark | 115GB |
| deepseek-ai/DeepSeek-Coder-V2-Instruct-0724 | Q8 | 16.39 tok/sEstimated Auto-generated benchmark | 231GB |
| MiniMaxAI/MiniMax-M1-40k | Q4 | 16.22 tok/sEstimated Auto-generated benchmark | 255GB |
| deepseek-ai/DeepSeek-Math-V2 | Q8 | 16.01 tok/sEstimated Auto-generated benchmark | 766GB |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | Q4 | 15.77 tok/sEstimated Auto-generated benchmark | 378GB |
| mistralai/Mixtral-8x22B-Instruct-v0.1 | FP16 | 13.53 tok/sEstimated Auto-generated benchmark | 275GB |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | Q8 | 12.32 tok/sEstimated Auto-generated benchmark | 755GB |
| meta-llama/Llama-3.1-70B-Instruct | FP16 | 11.96 tok/sEstimated Auto-generated benchmark | 138GB |
| nvidia/Llama-3.1-Nemotron-70B-Instruct-HF | FP16 | 11.65 tok/sEstimated Auto-generated benchmark | 138GB |
| NousResearch/Hermes-3-Llama-3.1-70B | FP16 | 11.61 tok/sEstimated Auto-generated benchmark | 138GB |
| MiniMaxAI/MiniMax-VL-01 | Q8 | 11.43 tok/sEstimated Auto-generated benchmark | 511GB |
| MiniMaxAI/MiniMax-M1-40k | Q8 | 11.26 tok/sEstimated Auto-generated benchmark | 510GB |
| Qwen/Qwen2.5-Math-72B-Instruct | FP16 | 11.26 tok/sEstimated Auto-generated benchmark | 142GB |
| Qwen/Qwen3-235B-A22B | Q8 | 11.16 tok/sEstimated Auto-generated benchmark | 230GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct-FP8 | FP16 | 11.15 tok/sEstimated Auto-generated benchmark | 156GB |
| RedHatAI/Llama-3.2-90B-Vision-Instruct-FP8-dynamic | FP16 | 11.05 tok/sEstimated Auto-generated benchmark | 176GB |
| openai/gpt-oss-120b | FP16 | 10.97 tok/sEstimated Auto-generated benchmark | 235GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking-FP8 | FP16 | 10.92 tok/sEstimated Auto-generated benchmark | 156GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking | FP16 | 10.88 tok/sEstimated Auto-generated benchmark | 156GB |
| meta-llama/Llama-3.3-70B-Instruct | FP16 | 10.79 tok/sEstimated Auto-generated benchmark | 138GB |
| Qwen/Qwen2.5-72B-Instruct | FP16 | 10.63 tok/sEstimated Auto-generated benchmark | 141GB |
| mistralai/Mistral-Large-Instruct-2411 | FP16 | 10.59 tok/sEstimated Auto-generated benchmark | 240GB |
| AI-MO/Kimina-Prover-72B | FP16 | 10.42 tok/sEstimated Auto-generated benchmark | 141GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct | FP16 | 10.13 tok/sEstimated Auto-generated benchmark | 156GB |
| Qwen/Qwen2.5-72B-Instruct | FP16 | 9.99 tok/sEstimated Auto-generated benchmark | 142GB |
| deepseek-ai/DeepSeek-Coder-V2-Instruct-0724 | FP16 | 7.93 tok/sEstimated Auto-generated benchmark | 461GB |
| deepseek-ai/DeepSeek-Math-V2 | FP16 | 7.91 tok/sEstimated Auto-generated benchmark | 1532GB |
| Qwen/Qwen3-235B-A22B | FP16 | 7.22 tok/sEstimated Auto-generated benchmark | 460GB |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | FP16 | 6.95 tok/sEstimated Auto-generated benchmark | 1509GB |
| MiniMaxAI/MiniMax-M1-40k | FP16 | 6.61 tok/sEstimated Auto-generated benchmark | 1020GB |
| MiniMaxAI/MiniMax-VL-01 | FP16 | 6.44 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 |
|---|---|---|---|---|
| EssentialAI/rnj-1 | FP16 | Fits comfortably | 44.66 tok/sEstimated | 19GB (have 48GB) |
| EssentialAI/rnj-1 | Q8 | Fits comfortably | 71.73 tok/sEstimated | 10GB (have 48GB) |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | Q4 | Not supported | 15.77 tok/sEstimated | 378GB (have 48GB) |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | Q8 | Not supported | 12.32 tok/sEstimated | 755GB (have 48GB) |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | FP16 | Not supported | 6.95 tok/sEstimated | 1509GB (have 48GB) |
| EssentialAI/rnj-1 | Q4 | Fits comfortably | 119.51 tok/sEstimated | 5GB (have 48GB) |
| Qwen/Qwen3-1.7B | Q8 | Fits comfortably | 100.26 tok/sEstimated | 7GB (have 48GB) |
| Qwen/Qwen3-1.7B | Q4 | Fits comfortably | 151.21 tok/sEstimated | 4GB (have 48GB) |
| Qwen/Qwen2.5-Coder-32B-Instruct | FP16 | Not supported | 17.51 tok/sEstimated | 67GB (have 48GB) |
| Qwen/Qwen3-14B | FP16 | Fits comfortably | 44.07 tok/sEstimated | 29GB (have 48GB) |
| Qwen/Qwen2.5-0.5B | Q4 | Fits comfortably | 137.63 tok/sEstimated | 3GB (have 48GB) |
| Qwen/Qwen2.5-0.5B | Q8 | Fits comfortably | 99.23 tok/sEstimated | 5GB (have 48GB) |
| Qwen/Qwen2.5-0.5B | FP16 | Fits comfortably | 52.72 tok/sEstimated | 11GB (have 48GB) |
| meta-llama/Llama-3.1-70B-Instruct | Q4 | Fits comfortably | 51.71 tok/sEstimated | 34GB (have 48GB) |
| Qwen/Qwen3-Embedding-8B | FP16 | Fits comfortably | 58.40 tok/sEstimated | 17GB (have 48GB) |
| Qwen/Qwen3-32B | FP16 | Not supported | 17.71 tok/sEstimated | 66GB (have 48GB) |
| microsoft/phi-2 | Q8 | Fits comfortably | 92.74 tok/sEstimated | 7GB (have 48GB) |
| microsoft/phi-2 | Q4 | Fits comfortably | 149.85 tok/sEstimated | 4GB (have 48GB) |
| microsoft/phi-2 | FP16 | Fits comfortably | 50.24 tok/sEstimated | 15GB (have 48GB) |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-7B | Q4 | Fits comfortably | 152.56 tok/sEstimated | 4GB (have 48GB) |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-7B | Q8 | Fits comfortably | 103.54 tok/sEstimated | 7GB (have 48GB) |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-7B | FP16 | Fits comfortably | 57.95 tok/sEstimated | 15GB (have 48GB) |
| meta-llama/Llama-2-7b-hf | Q4 | Fits comfortably | 148.26 tok/sEstimated | 4GB (have 48GB) |
| meta-llama/Llama-2-7b-hf | Q8 | Fits comfortably | 106.22 tok/sEstimated | 7GB (have 48GB) |
| meta-llama/Llama-2-7b-hf | FP16 | Fits comfortably | 57.60 tok/sEstimated | 15GB (have 48GB) |
| deepseek-ai/DeepSeek-R1-Distill-Llama-8B | Q4 | Fits comfortably | 141.29 tok/sEstimated | 4GB (have 48GB) |
| deepseek-ai/DeepSeek-R1-Distill-Llama-8B | Q8 | Fits comfortably | 105.17 tok/sEstimated | 9GB (have 48GB) |
| deepseek-ai/DeepSeek-R1-Distill-Llama-8B | FP16 | Fits comfortably | 51.85 tok/sEstimated | 17GB (have 48GB) |
| deepseek-ai/DeepSeek-V3.1 | FP16 | Fits comfortably | 52.20 tok/sEstimated | 15GB (have 48GB) |
| Qwen/Qwen2.5-Math-1.5B | Q4 | Fits comfortably | 143.04 tok/sEstimated | 3GB (have 48GB) |
| Qwen/Qwen2.5-14B-Instruct | FP16 | Fits comfortably | 43.56 tok/sEstimated | 29GB (have 48GB) |
| trl-internal-testing/tiny-random-LlamaForCausalLM | Q8 | Fits comfortably | 101.42 tok/sEstimated | 7GB (have 48GB) |
| trl-internal-testing/tiny-random-LlamaForCausalLM | Q4 | Fits comfortably | 152.43 tok/sEstimated | 4GB (have 48GB) |
| meta-llama/Llama-3.1-70B-Instruct | FP16 | Not supported | 17.66 tok/sEstimated | 137GB (have 48GB) |
| trl-internal-testing/tiny-random-LlamaForCausalLM | FP16 | Fits comfortably | 49.89 tok/sEstimated | 15GB (have 48GB) |
| openai-community/gpt2-medium | Q4 | Fits comfortably | 152.43 tok/sEstimated | 4GB (have 48GB) |
| openai-community/gpt2-medium | Q8 | Fits comfortably | 93.85 tok/sEstimated | 7GB (have 48GB) |
| openai-community/gpt2-medium | FP16 | Fits comfortably | 57.85 tok/sEstimated | 15GB (have 48GB) |
| Qwen/Qwen3-0.6B-Base | Q4 | Fits comfortably | 148.86 tok/sEstimated | 3GB (have 48GB) |
| Qwen/Qwen3-0.6B-Base | FP16 | Fits comfortably | 51.08 tok/sEstimated | 13GB (have 48GB) |
| Qwen/Qwen3-4B-Base | Q8 | Fits comfortably | 93.05 tok/sEstimated | 4GB (have 48GB) |
| unsloth/DeepSeek-R1-Distill-Qwen-32B-bnb-4bit | Q8 | Fits comfortably | 36.29 tok/sEstimated | 33GB (have 48GB) |
| EleutherAI/gpt-neo-125m | Q8 | Fits comfortably | 109.49 tok/sEstimated | 7GB (have 48GB) |
| EleutherAI/gpt-neo-125m | FP16 | Fits comfortably | 56.48 tok/sEstimated | 15GB (have 48GB) |
| meta-llama/Llama-3.2-3B | Q4 | Fits comfortably | 187.39 tok/sEstimated | 2GB (have 48GB) |
| meta-llama/Llama-3.2-3B | FP16 | Fits comfortably | 67.35 tok/sEstimated | 6GB (have 48GB) |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-4bit | Q4 | Fits comfortably | 152.20 tok/sEstimated | 2GB (have 48GB) |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-4bit | Q8 | Fits comfortably | 111.62 tok/sEstimated | 4GB (have 48GB) |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-4bit | FP16 | Fits comfortably | 59.88 tok/sEstimated | 9GB (have 48GB) |
| unsloth/Llama-3.2-3B-Instruct | Q4 | Fits comfortably | 157.28 tok/sEstimated | 2GB (have 48GB) |
| unsloth/Llama-3.2-3B-Instruct | Q8 | Fits comfortably | 131.86 tok/sEstimated | 3GB (have 48GB) |
| ibm-research/PowerMoE-3b | Q4 | Fits comfortably | 174.92 tok/sEstimated | 2GB (have 48GB) |
| ibm-research/PowerMoE-3b | Q8 | Fits comfortably | 126.23 tok/sEstimated | 3GB (have 48GB) |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit | Q8 | Fits comfortably | 98.09 tok/sEstimated | 4GB (have 48GB) |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit | FP16 | Fits comfortably | 49.76 tok/sEstimated | 9GB (have 48GB) |
| OpenPipe/Qwen3-14B-Instruct | Q4 | Fits comfortably | 102.55 tok/sEstimated | 7GB (have 48GB) |
| deepseek-ai/DeepSeek-V3-0324 | Q8 | Fits comfortably | 110.81 tok/sEstimated | 7GB (have 48GB) |
| deepseek-ai/DeepSeek-V3-0324 | FP16 | Fits comfortably | 57.00 tok/sEstimated | 15GB (have 48GB) |
| huggyllama/llama-7b | Q4 | Fits comfortably | 153.98 tok/sEstimated | 4GB (have 48GB) |
| huggyllama/llama-7b | Q8 | Fits comfortably | 98.80 tok/sEstimated | 7GB (have 48GB) |
| Qwen/Qwen2.5-32B | Q8 | Fits comfortably | 34.62 tok/sEstimated | 33GB (have 48GB) |
| Qwen/Qwen2.5-32B | FP16 | Not supported | 17.89 tok/sEstimated | 66GB (have 48GB) |
| Qwen/Qwen3-Next-80B-A3B-Thinking-FP8 | FP16 | Not supported | 10.92 tok/sEstimated | 156GB (have 48GB) |
| Qwen/Qwen3-Next-80B-A3B-Thinking-FP8 | Q8 | Not supported | 19.87 tok/sEstimated | 78GB (have 48GB) |
| Qwen/Qwen2.5-Math-1.5B | FP16 | Fits comfortably | 58.94 tok/sEstimated | 11GB (have 48GB) |
| skt/kogpt2-base-v2 | Q8 | Fits comfortably | 92.90 tok/sEstimated | 7GB (have 48GB) |
| Qwen/Qwen3-Next-80B-A3B-Thinking | FP16 | Not supported | 10.88 tok/sEstimated | 156GB (have 48GB) |
| meta-llama/Llama-2-13b-chat-hf | Q4 | Fits comfortably | 101.53 tok/sEstimated | 7GB (have 48GB) |
| meta-llama/Llama-2-13b-chat-hf | Q8 | Fits comfortably | 83.07 tok/sEstimated | 13GB (have 48GB) |
| meta-llama/Llama-2-13b-chat-hf | FP16 | Fits comfortably | 44.39 tok/sEstimated | 27GB (have 48GB) |
| deepseek-ai/DeepSeek-V3 | Q8 | Fits comfortably | 107.11 tok/sEstimated | 7GB (have 48GB) |
| deepseek-ai/DeepSeek-V3 | FP16 | Fits comfortably | 57.08 tok/sEstimated | 15GB (have 48GB) |
| Qwen/Qwen2-0.5B-Instruct | Q4 | Fits comfortably | 158.97 tok/sEstimated | 3GB (have 48GB) |
| Qwen/Qwen2-0.5B-Instruct | Q8 | Fits comfortably | 106.36 tok/sEstimated | 5GB (have 48GB) |
| Qwen/Qwen2-0.5B-Instruct | FP16 | Fits comfortably | 51.94 tok/sEstimated | 11GB (have 48GB) |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit | Q4 | Fits comfortably | 84.90 tok/sEstimated | 15GB (have 48GB) |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit | Q8 | Fits comfortably | 52.13 tok/sEstimated | 31GB (have 48GB) |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit | FP16 | Not supported | 32.53 tok/sEstimated | 61GB (have 48GB) |
| GSAI-ML/LLaDA-8B-Base | Q4 | Fits comfortably | 146.17 tok/sEstimated | 4GB (have 48GB) |
| GSAI-ML/LLaDA-8B-Base | Q8 | Fits comfortably | 93.97 tok/sEstimated | 9GB (have 48GB) |
| dicta-il/dictalm2.0-instruct | FP16 | Fits comfortably | 51.93 tok/sEstimated | 15GB (have 48GB) |
| BSC-LT/salamandraTA-7b-instruct | Q4 | Fits comfortably | 150.58 tok/sEstimated | 4GB (have 48GB) |
| BSC-LT/salamandraTA-7b-instruct | Q8 | Fits comfortably | 105.67 tok/sEstimated | 7GB (have 48GB) |
| BSC-LT/salamandraTA-7b-instruct | FP16 | Fits comfortably | 58.85 tok/sEstimated | 15GB (have 48GB) |
| unsloth/gpt-oss-20b-unsloth-bnb-4bit | Q4 | Fits comfortably | 77.52 tok/sEstimated | 10GB (have 48GB) |
| skt/kogpt2-base-v2 | Q4 | Fits comfortably | 147.71 tok/sEstimated | 4GB (have 48GB) |
| Qwen/Qwen2.5-Math-1.5B | Q8 | Fits comfortably | 95.95 tok/sEstimated | 5GB (have 48GB) |
| meta-llama/Llama-3.1-70B-Instruct | Q8 | Not supported | 36.83 tok/sEstimated | 68GB (have 48GB) |
| Qwen/Qwen2.5-14B-Instruct | Q8 | Fits comfortably | 71.32 tok/sEstimated | 14GB (have 48GB) |
| distilbert/distilgpt2 | FP16 | Fits comfortably | 51.98 tok/sEstimated | 15GB (have 48GB) |
| unsloth/gpt-oss-20b-unsloth-bnb-4bit | Q8 | Fits comfortably | 58.38 tok/sEstimated | 20GB (have 48GB) |
| mlx-community/gpt-oss-20b-MXFP4-Q8 | Q8 | Fits comfortably | 61.48 tok/sEstimated | 20GB (have 48GB) |
| unsloth/gpt-oss-20b-unsloth-bnb-4bit | FP16 | Fits comfortably | 30.40 tok/sEstimated | 41GB (have 48GB) |
| Qwen/Qwen3-1.7B-Base | Q4 | Fits comfortably | 149.00 tok/sEstimated | 4GB (have 48GB) |
| Qwen/Qwen3-1.7B-Base | Q8 | Fits comfortably | 100.25 tok/sEstimated | 7GB (have 48GB) |
| Qwen/Qwen3-1.7B-Base | FP16 | Fits comfortably | 51.59 tok/sEstimated | 15GB (have 48GB) |
| ibm-granite/granite-3.3-8b-instruct | Q4 | Fits comfortably | 132.33 tok/sEstimated | 4GB (have 48GB) |
| ibm-granite/granite-3.3-8b-instruct | FP16 | Fits comfortably | 49.99 tok/sEstimated | 17GB (have 48GB) |
| HuggingFaceM4/tiny-random-LlamaForCausalLM | Q4 | Fits comfortably | 136.98 tok/sEstimated | 4GB (have 48GB) |
| google/gemma-2-27b-it | Q4 | Fits comfortably | 81.49 tok/sEstimated | 14GB (have 48GB) |
Note: Performance estimates are calculated. Real results may vary. Methodology · Submit real data
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