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Quick Answer: RTX 4060 offers 8GB VRAM and starts around $550.92. It delivers approximately 59 tokens/sec on bigcode/starcoder2-3b. It typically draws 115W 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 |
|---|---|---|---|
| bigcode/starcoder2-3b | Q4 | 59.21 tok/sEstimated Auto-generated benchmark | 2GB |
| tencent/HunyuanOCR | Q4 | 58.62 tok/sEstimated Auto-generated benchmark | 1GB |
| ibm-research/PowerMoE-3b | Q4 | 58.40 tok/sEstimated Auto-generated benchmark | 2GB |
| facebook/sam3 | Q4 | 57.80 tok/sEstimated Auto-generated benchmark | 1GB |
| inference-net/Schematron-3B | Q4 | 57.66 tok/sEstimated Auto-generated benchmark | 2GB |
| LiquidAI/LFM2-1.2B | Q4 | 57.59 tok/sEstimated Auto-generated benchmark | 1GB |
| deepseek-ai/deepseek-coder-1.3b-instruct | Q4 | 56.65 tok/sEstimated Auto-generated benchmark | 2GB |
| WeiboAI/VibeThinker-1.5B | Q4 | 56.54 tok/sEstimated Auto-generated benchmark | 1GB |
| unsloth/Llama-3.2-3B-Instruct | Q4 | 55.99 tok/sEstimated Auto-generated benchmark | 2GB |
| unsloth/gemma-3-1b-it | Q4 | 55.93 tok/sEstimated Auto-generated benchmark | 1GB |
| context-labs/meta-llama-Llama-3.2-3B-Instruct-FP16 | Q4 | 55.89 tok/sEstimated Auto-generated benchmark | 2GB |
| apple/OpenELM-1_1B-Instruct | Q4 | 55.80 tok/sEstimated Auto-generated benchmark | 1GB |
| TinyLlama/TinyLlama-1.1B-Chat-v1.0 | Q4 | 54.77 tok/sEstimated Auto-generated benchmark | 1GB |
| ibm-granite/granite-3.3-2b-instruct | Q4 | 54.53 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-3.2-1B | Q4 | 54.07 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-Guard-3-1B | Q4 | 53.61 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-3.2-3B-Instruct | Q4 | 52.53 tok/sEstimated Auto-generated benchmark | 2GB |
| deepseek-ai/DeepSeek-OCR | Q4 | 52.46 tok/sEstimated Auto-generated benchmark | 2GB |
| unsloth/Llama-3.2-1B-Instruct | Q4 | 52.37 tok/sEstimated Auto-generated benchmark | 1GB |
| google/gemma-2b | Q4 | 51.99 tok/sEstimated Auto-generated benchmark | 1GB |
| google-bert/bert-base-uncased | Q4 | 51.98 tok/sEstimated Auto-generated benchmark | 1GB |
| Qwen/Qwen2.5-3B | Q4 | 51.98 tok/sEstimated Auto-generated benchmark | 2GB |
| google-t5/t5-3b | Q4 | 51.24 tok/sEstimated Auto-generated benchmark | 2GB |
| nari-labs/Dia2-2B | Q4 | 51.02 tok/sEstimated Auto-generated benchmark | 2GB |
| google/gemma-2-2b-it | Q4 | 50.74 tok/sEstimated Auto-generated benchmark | 1GB |
| Qwen/Qwen2.5-3B-Instruct | Q4 | 50.72 tok/sEstimated Auto-generated benchmark | 2GB |
| allenai/OLMo-2-0425-1B | Q4 | 50.31 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-3.2-3B | Q4 | 50.20 tok/sEstimated Auto-generated benchmark | 2GB |
| google/embeddinggemma-300m | Q4 | 49.93 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-3.2-1B-Instruct | Q4 | 49.57 tok/sEstimated Auto-generated benchmark | 1GB |
| microsoft/Phi-3-mini-128k-instruct | Q4 | 49.30 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2-0.5B | Q4 | 49.23 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen3-0.6B | Q4 | 49.16 tok/sEstimated Auto-generated benchmark | 3GB |
| vikhyatk/moondream2 | Q4 | 49.16 tok/sEstimated Auto-generated benchmark | 4GB |
| google/gemma-3-1b-it | Q4 | 49.12 tok/sEstimated Auto-generated benchmark | 1GB |
| microsoft/Phi-4-multimodal-instruct | Q4 | 49.05 tok/sEstimated Auto-generated benchmark | 4GB |
| EleutherAI/pythia-70m-deduped | Q4 | 48.85 tok/sEstimated Auto-generated benchmark | 4GB |
| bigscience/bloomz-560m | Q4 | 48.80 tok/sEstimated Auto-generated benchmark | 4GB |
| hmellor/tiny-random-LlamaForCausalLM | Q4 | 48.66 tok/sEstimated Auto-generated benchmark | 4GB |
| swiss-ai/Apertus-8B-Instruct-2509 | Q4 | 48.59 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-Embedding-0.6B | Q4 | 48.59 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen2.5-1.5B-Instruct | Q4 | 48.41 tok/sEstimated Auto-generated benchmark | 3GB |
| petals-team/StableBeluga2 | Q4 | 48.35 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-7B-Instruct | Q4 | 48.35 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-3.5-vision-instruct | Q4 | 48.27 tok/sEstimated Auto-generated benchmark | 4GB |
| MiniMaxAI/MiniMax-M2 | Q4 | 48.21 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Meta-Llama-3-8B-Instruct | Q4 | 48.17 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-8B | Q4 | 48.03 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-R1 | Q4 | 47.89 tok/sEstimated Auto-generated benchmark | 4GB |
| IlyaGusev/saiga_llama3_8b | Q4 | 47.79 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen-Image-Edit-2509 | Q4 | 47.76 tok/sEstimated Auto-generated benchmark | 4GB |
| black-forest-labs/FLUX.1-dev | Q4 | 47.64 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2-1.5B-Instruct | Q4 | 47.52 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen2.5-0.5B | Q4 | 47.50 tok/sEstimated Auto-generated benchmark | 3GB |
| mistralai/Mistral-7B-Instruct-v0.1 | Q4 | 47.37 tok/sEstimated Auto-generated benchmark | 4GB |
| Tongyi-MAI/Z-Image-Turbo | Q4 | 47.36 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-3.2-3B-Instruct | Q4 | 47.28 tok/sEstimated Auto-generated benchmark | 2GB |
| zai-org/GLM-4.5-Air | Q4 | 47.18 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-Embedding-8B | Q4 | 47.17 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-7B | Q4 | 47.14 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-Coder-7B-Instruct | Q4 | 47.09 tok/sEstimated Auto-generated benchmark | 4GB |
| EleutherAI/gpt-neo-125m | Q4 | 47.09 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B-Thinking-2507-FP8 | Q4 | 47.08 tok/sEstimated Auto-generated benchmark | 2GB |
| Gensyn/Qwen2.5-0.5B-Instruct | Q4 | 46.91 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen2-7B-Instruct | Q4 | 46.89 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/phi-2 | Q4 | 46.88 tok/sEstimated Auto-generated benchmark | 4GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-8bit | Q4 | 46.84 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen3-Embedding-4B | Q4 | 46.78 tok/sEstimated Auto-generated benchmark | 2GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-4bit | Q4 | 46.74 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B | Q4 | 46.53 tok/sEstimated Auto-generated benchmark | 3GB |
| microsoft/phi-4 | Q4 | 46.48 tok/sEstimated Auto-generated benchmark | 4GB |
| huggyllama/llama-7b | Q4 | 46.39 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-3.1-8B-Instruct | Q4 | 46.27 tok/sEstimated Auto-generated benchmark | 4GB |
| unsloth/mistral-7b-v0.3-bnb-4bit | Q4 | 46.22 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2-0.5B-Instruct | Q4 | 46.18 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen3-8B-FP8 | Q4 | 46.17 tok/sEstimated Auto-generated benchmark | 4GB |
| black-forest-labs/FLUX.2-dev | Q4 | 46.13 tok/sEstimated Auto-generated benchmark | 4GB |
| BSC-LT/salamandraTA-7b-instruct | Q4 | 46.04 tok/sEstimated Auto-generated benchmark | 4GB |
| trl-internal-testing/tiny-LlamaForCausalLM-3.2 | Q4 | 45.94 tok/sEstimated Auto-generated benchmark | 4GB |
| mistralai/Mistral-7B-v0.1 | Q4 | 45.93 tok/sEstimated Auto-generated benchmark | 4GB |
| tencent/HunyuanVideo-1.5 | Q4 | 45.62 tok/sEstimated Auto-generated benchmark | 4GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-4bit | Q4 | 45.61 tok/sEstimated Auto-generated benchmark | 2GB |
| openai-community/gpt2 | Q4 | 45.43 tok/sEstimated Auto-generated benchmark | 4GB |
| HuggingFaceH4/zephyr-7b-beta | Q4 | 45.19 tok/sEstimated Auto-generated benchmark | 4GB |
| HuggingFaceTB/SmolLM-135M | Q4 | 45.16 tok/sEstimated Auto-generated benchmark | 4GB |
| numind/NuExtract-1.5 | Q4 | 45.13 tok/sEstimated Auto-generated benchmark | 4GB |
| google/gemma-3-270m-it | Q4 | 45.00 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-7B-Instruct | Q4 | 44.96 tok/sEstimated Auto-generated benchmark | 4GB |
| parler-tts/parler-tts-large-v1 | Q4 | 44.91 tok/sEstimated Auto-generated benchmark | 4GB |
| facebook/opt-125m | Q4 | 44.86 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-3.5-mini-instruct | Q4 | 44.84 tok/sEstimated Auto-generated benchmark | 2GB |
| mistralai/Mistral-7B-Instruct-v0.2 | Q4 | 44.75 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Meta-Llama-3-8B | Q4 | 44.66 tok/sEstimated Auto-generated benchmark | 4GB |
| ibm-granite/granite-docling-258M | Q4 | 44.64 tok/sEstimated Auto-generated benchmark | 4GB |
| kaitchup/Phi-3-mini-4k-instruct-gptq-4bit | Q4 | 44.63 tok/sEstimated Auto-generated benchmark | 2GB |
| microsoft/Phi-4-mini-instruct | Q4 | 44.60 tok/sEstimated Auto-generated benchmark | 4GB |
| lmsys/vicuna-7b-v1.5 | Q4 | 44.42 tok/sEstimated Auto-generated benchmark | 4GB |
| Alibaba-NLP/gte-Qwen2-1.5B-instruct | Q4 | 44.41 tok/sEstimated Auto-generated benchmark | 3GB |
| trl-internal-testing/tiny-random-LlamaForCausalLM | Q4 | 44.40 tok/sEstimated Auto-generated benchmark | 4GB |
| NousResearch/Meta-Llama-3.1-8B-Instruct | Q4 | 44.35 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-1.7B | Q4 | 44.35 tok/sEstimated Auto-generated benchmark | 4GB |
| HuggingFaceM4/tiny-random-LlamaForCausalLM | Q4 | 44.33 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-V3 | Q4 | 44.32 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-3.5-mini-instruct | Q4 | 44.31 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B-Base | Q4 | 44.27 tok/sEstimated Auto-generated benchmark | 2GB |
| llamafactory/tiny-random-Llama-3 | Q4 | 44.14 tok/sEstimated Auto-generated benchmark | 4GB |
| liuhaotian/llava-v1.5-7b | Q4 | 44.12 tok/sEstimated Auto-generated benchmark | 4GB |
| zai-org/GLM-4.6-FP8 | Q4 | 43.88 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-R1-Distill-Llama-8B | Q4 | 43.82 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-Guard-3-8B | Q4 | 43.72 tok/sEstimated Auto-generated benchmark | 4GB |
| ibm-granite/granite-3.3-8b-instruct | Q4 | 43.59 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-1.7B-Base | Q4 | 43.58 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B | Q4 | 43.56 tok/sEstimated Auto-generated benchmark | 2GB |
| deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct | Q4 | 43.50 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-1.5B | Q4 | 43.34 tok/sEstimated Auto-generated benchmark | 3GB |
| unsloth/Meta-Llama-3.1-8B-Instruct | Q4 | 43.26 tok/sEstimated Auto-generated benchmark | 4GB |
| GSAI-ML/LLaDA-8B-Instruct | Q4 | 43.22 tok/sEstimated Auto-generated benchmark | 4GB |
| trl-internal-testing/tiny-Qwen2ForCausalLM-2.5 | Q4 | 43.19 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-V3.1 | Q4 | 43.14 tok/sEstimated Auto-generated benchmark | 4GB |
| openai-community/gpt2-medium | Q4 | 43.14 tok/sEstimated Auto-generated benchmark | 4GB |
| GSAI-ML/LLaDA-8B-Base | Q4 | 42.80 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/DialoGPT-small | Q4 | 42.61 tok/sEstimated Auto-generated benchmark | 4GB |
| allenai/Olmo-3-7B-Think | Q4 | 42.44 tok/sEstimated Auto-generated benchmark | 4GB |
| openai-community/gpt2-large | Q4 | 42.38 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-Reranker-0.6B | Q4 | 42.36 tok/sEstimated Auto-generated benchmark | 3GB |
| deepseek-ai/DeepSeek-V3-0324 | Q4 | 42.27 tok/sEstimated Auto-generated benchmark | 4GB |
| rednote-hilab/dots.ocr | Q4 | 42.21 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-0.6B-Base | Q4 | 42.21 tok/sEstimated Auto-generated benchmark | 3GB |
| skt/kogpt2-base-v2 | Q4 | 42.15 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-Coder-1.5B | Q4 | 42.14 tok/sEstimated Auto-generated benchmark | 3GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit | Q4 | 42.12 tok/sEstimated Auto-generated benchmark | 2GB |
| microsoft/DialoGPT-medium | Q4 | 42.01 tok/sEstimated Auto-generated benchmark | 4GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-8bit | Q4 | 41.99 tok/sEstimated Auto-generated benchmark | 4GB |
| distilbert/distilgpt2 | Q4 | 41.87 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B-Thinking-2507 | Q4 | 41.81 tok/sEstimated Auto-generated benchmark | 2GB |
| meta-llama/Llama-2-7b-chat-hf | Q4 | 41.74 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-7B | Q4 | 41.71 tok/sEstimated Auto-generated benchmark | 4GB |
| rinna/japanese-gpt-neox-small | Q4 | 41.69 tok/sEstimated Auto-generated benchmark | 4GB |
| openai-community/gpt2-xl | Q4 | 41.45 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/VibeVoice-1.5B | Q4 | 41.38 tok/sEstimated Auto-generated benchmark | 3GB |
| HuggingFaceTB/SmolLM2-135M | Q4 | 41.27 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-Math-1.5B | Q4 | 41.19 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen3-8B-Base | Q4 | 41.14 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-3.2-3B | Q8 | 41.12 tok/sEstimated Auto-generated benchmark | 3GB |
| meta-llama/Llama-2-7b-hf | Q4 | 41.01 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B-Instruct-2507 | Q4 | 40.91 tok/sEstimated Auto-generated benchmark | 2GB |
| unsloth/gemma-3-1b-it | Q8 | 40.77 tok/sEstimated Auto-generated benchmark | 1GB |
| sshleifer/tiny-gpt2 | Q4 | 40.76 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-3.1-8B | Q4 | 40.74 tok/sEstimated Auto-generated benchmark | 4GB |
| unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit | Q4 | 40.71 tok/sEstimated Auto-generated benchmark | 4GB |
| google/gemma-3-1b-it | Q8 | 40.65 tok/sEstimated Auto-generated benchmark | 1GB |
| ibm-research/PowerMoE-3b | Q8 | 40.65 tok/sEstimated Auto-generated benchmark | 3GB |
| deepseek-ai/DeepSeek-R1-0528 | Q4 | 40.61 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-3-mini-4k-instruct | Q4 | 40.58 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-0.5B-Instruct | Q4 | 40.48 tok/sEstimated Auto-generated benchmark | 3GB |
| dicta-il/dictalm2.0-instruct | Q4 | 40.38 tok/sEstimated Auto-generated benchmark | 4GB |
| ibm-granite/granite-3.3-2b-instruct | Q8 | 40.06 tok/sEstimated Auto-generated benchmark | 2GB |
| apple/OpenELM-1_1B-Instruct | Q8 | 39.80 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-3.2-1B | Q8 | 39.67 tok/sEstimated Auto-generated benchmark | 1GB |
| LiquidAI/LFM2-1.2B | Q8 | 39.57 tok/sEstimated Auto-generated benchmark | 2GB |
| nari-labs/Dia2-2B | Q8 | 39.47 tok/sEstimated Auto-generated benchmark | 3GB |
| facebook/sam3 | Q8 | 39.41 tok/sEstimated Auto-generated benchmark | 1GB |
| deepseek-ai/deepseek-coder-1.3b-instruct | Q8 | 39.39 tok/sEstimated Auto-generated benchmark | 3GB |
| google-bert/bert-base-uncased | Q8 | 39.28 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-3.2-1B-Instruct | Q8 | 39.20 tok/sEstimated Auto-generated benchmark | 1GB |
| google/gemma-2-2b-it | Q8 | 38.92 tok/sEstimated Auto-generated benchmark | 2GB |
| context-labs/meta-llama-Llama-3.2-3B-Instruct-FP16 | Q8 | 38.48 tok/sEstimated Auto-generated benchmark | 3GB |
| tencent/HunyuanOCR | Q8 | 38.41 tok/sEstimated Auto-generated benchmark | 2GB |
| bigcode/starcoder2-3b | Q8 | 38.34 tok/sEstimated Auto-generated benchmark | 3GB |
| allenai/OLMo-2-0425-1B | Q8 | 38.24 tok/sEstimated Auto-generated benchmark | 1GB |
| TinyLlama/TinyLlama-1.1B-Chat-v1.0 | Q8 | 38.16 tok/sEstimated Auto-generated benchmark | 1GB |
| inference-net/Schematron-3B | Q8 | 37.86 tok/sEstimated Auto-generated benchmark | 3GB |
| google/gemma-2b | Q8 | 37.84 tok/sEstimated Auto-generated benchmark | 2GB |
| unsloth/Llama-3.2-1B-Instruct | Q8 | 37.57 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-Guard-3-1B | Q8 | 37.33 tok/sEstimated Auto-generated benchmark | 1GB |
| microsoft/Phi-3-medium-128k-instruct | Q4 | 36.69 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-3B | Q8 | 36.47 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen2.5-14B-Instruct | Q4 | 36.39 tok/sEstimated Auto-generated benchmark | 8GB |
| WeiboAI/VibeThinker-1.5B | Q8 | 36.36 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen2.5-3B-Instruct | Q8 | 36.32 tok/sEstimated Auto-generated benchmark | 3GB |
| deepseek-ai/DeepSeek-OCR | Q8 | 36.16 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-3.2-3B-Instruct | Q8 | 36.01 tok/sEstimated Auto-generated benchmark | 3GB |
| OpenPipe/Qwen3-14B-Instruct | Q4 | 35.62 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-14B-Base | Q4 | 35.31 tok/sEstimated Auto-generated benchmark | 7GB |
| unsloth/Llama-3.2-3B-Instruct | Q8 | 34.99 tok/sEstimated Auto-generated benchmark | 3GB |
| google/embeddinggemma-300m | Q8 | 34.95 tok/sEstimated Auto-generated benchmark | 1GB |
| nvidia/NVIDIA-Nemotron-Nano-9B-v2 | Q4 | 34.56 tok/sEstimated Auto-generated benchmark | 5GB |
| Qwen/Qwen3-8B-FP8 | Q8 | 34.49 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen3-0.6B | Q8 | 34.47 tok/sEstimated Auto-generated benchmark | 6GB |
| facebook/opt-125m | Q8 | 34.45 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-14B | Q4 | 34.40 tok/sEstimated Auto-generated benchmark | 7GB |
| vikhyatk/moondream2 | Q8 | 34.37 tok/sEstimated Auto-generated benchmark | 7GB |
| mistralai/Ministral-3-14B-Instruct-2512 | Q4 | 34.32 tok/sEstimated Auto-generated benchmark | 8GB |
| MiniMaxAI/MiniMax-M2 | Q8 | 34.29 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/phi-2 | Q8 | 34.28 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-0.5B-Instruct | Q8 | 34.28 tok/sEstimated Auto-generated benchmark | 5GB |
| google-t5/t5-3b | Q8 | 34.26 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen3-4B-Thinking-2507 | Q8 | 34.06 tok/sEstimated Auto-generated benchmark | 4GB |
| EleutherAI/gpt-neo-125m | Q8 | 34.04 tok/sEstimated Auto-generated benchmark | 7GB |
| skt/kogpt2-base-v2 | Q8 | 34.02 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-14B | Q4 | 33.96 tok/sEstimated Auto-generated benchmark | 7GB |
| ibm-granite/granite-docling-258M | Q8 | 33.92 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-Embedding-8B | Q8 | 33.88 tok/sEstimated Auto-generated benchmark | 9GB |
| HuggingFaceM4/tiny-random-LlamaForCausalLM | Q8 | 33.84 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-7B | Q8 | 33.75 tok/sEstimated Auto-generated benchmark | 7GB |
| swiss-ai/Apertus-8B-Instruct-2509 | Q8 | 33.67 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen3-8B-Base | Q8 | 33.63 tok/sEstimated Auto-generated benchmark | 9GB |
| kaitchup/Phi-3-mini-4k-instruct-gptq-4bit | Q8 | 33.61 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B-Instruct-2507 | Q8 | 33.56 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-Math-1.5B | Q8 | 33.55 tok/sEstimated Auto-generated benchmark | 5GB |
| mistralai/Mistral-7B-Instruct-v0.1 | Q8 | 33.50 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-0.6B-Base | Q8 | 33.48 tok/sEstimated Auto-generated benchmark | 6GB |
| EssentialAI/rnj-1 | Q4 | 33.44 tok/sEstimated Auto-generated benchmark | 5GB |
| meta-llama/Llama-3.1-8B | Q8 | 33.44 tok/sEstimated Auto-generated benchmark | 9GB |
| microsoft/Phi-4-mini-instruct | Q8 | 33.42 tok/sEstimated Auto-generated benchmark | 7GB |
| trl-internal-testing/tiny-random-LlamaForCausalLM | Q8 | 33.40 tok/sEstimated Auto-generated benchmark | 7GB |
| openai-community/gpt2-large | Q8 | 33.36 tok/sEstimated Auto-generated benchmark | 7GB |
| black-forest-labs/FLUX.1-dev | Q8 | 33.35 tok/sEstimated Auto-generated benchmark | 8GB |
| deepseek-ai/DeepSeek-R1-0528 | Q8 | 33.35 tok/sEstimated Auto-generated benchmark | 7GB |
| zai-org/GLM-4.6-FP8 | Q8 | 33.24 tok/sEstimated Auto-generated benchmark | 7GB |
| huggyllama/llama-7b | Q8 | 33.17 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/DeepSeek-V3 | Q8 | 33.13 tok/sEstimated Auto-generated benchmark | 7GB |
| unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit | Q8 | 33.09 tok/sEstimated Auto-generated benchmark | 9GB |
| rednote-hilab/dots.ocr | Q8 | 33.06 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/Phi-3-mini-128k-instruct | Q8 | 32.91 tok/sEstimated Auto-generated benchmark | 7GB |
| google/gemma-3-270m-it | Q8 | 32.88 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/VibeVoice-1.5B | Q8 | 32.85 tok/sEstimated Auto-generated benchmark | 5GB |
| meta-llama/Llama-2-13b-chat-hf | Q4 | 32.85 tok/sEstimated Auto-generated benchmark | 7GB |
| Tongyi-MAI/Z-Image-Turbo | Q8 | 32.79 tok/sEstimated Auto-generated benchmark | 8GB |
| rinna/japanese-gpt-neox-small | Q8 | 32.68 tok/sEstimated Auto-generated benchmark | 7GB |
| unsloth/mistral-7b-v0.3-bnb-4bit | Q8 | 32.67 tok/sEstimated Auto-generated benchmark | 7GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit | Q8 | 32.67 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2-1.5B-Instruct | Q8 | 32.64 tok/sEstimated Auto-generated benchmark | 5GB |
| meta-llama/Meta-Llama-3-8B | Q8 | 32.62 tok/sEstimated Auto-generated benchmark | 9GB |
| microsoft/Phi-3.5-vision-instruct | Q8 | 32.52 tok/sEstimated Auto-generated benchmark | 7GB |
| HuggingFaceTB/SmolLM2-135M | Q8 | 32.51 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen-Image-Edit-2509 | Q8 | 32.46 tok/sEstimated Auto-generated benchmark | 8GB |
| parler-tts/parler-tts-large-v1 | Q8 | 32.46 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-4B-Base | Q8 | 32.38 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2-0.5B | Q8 | 32.32 tok/sEstimated Auto-generated benchmark | 5GB |
| Qwen/Qwen3-4B-Thinking-2507-FP8 | Q8 | 32.24 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-Guard-3-8B | Q8 | 32.20 tok/sEstimated Auto-generated benchmark | 9GB |
| meta-llama/Llama-3.1-8B-Instruct | Q8 | 32.12 tok/sEstimated Auto-generated benchmark | 9GB |
| openai-community/gpt2-medium | Q8 | 32.08 tok/sEstimated Auto-generated benchmark | 7GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-8bit | Q8 | 31.96 tok/sEstimated Auto-generated benchmark | 4GB |
| trl-internal-testing/tiny-Qwen2ForCausalLM-2.5 | Q8 | 31.96 tok/sEstimated Auto-generated benchmark | 7GB |
| black-forest-labs/FLUX.2-dev | Q8 | 31.91 tok/sEstimated Auto-generated benchmark | 8GB |
| GSAI-ML/LLaDA-8B-Base | Q8 | 31.89 tok/sEstimated Auto-generated benchmark | 9GB |
| openai-community/gpt2 | Q8 | 31.88 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-1.7B-Base | Q8 | 31.80 tok/sEstimated Auto-generated benchmark | 7GB |
| HuggingFaceH4/zephyr-7b-beta | Q8 | 31.71 tok/sEstimated Auto-generated benchmark | 7GB |
| openai-community/gpt2-xl | Q8 | 31.68 tok/sEstimated Auto-generated benchmark | 7GB |
| NousResearch/Meta-Llama-3.1-8B-Instruct | Q8 | 31.66 tok/sEstimated Auto-generated benchmark | 9GB |
| microsoft/Phi-3-mini-4k-instruct | Q8 | 31.61 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Meta-Llama-3-8B-Instruct | Q8 | 31.56 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen3-Reranker-0.6B | Q8 | 31.56 tok/sEstimated Auto-generated benchmark | 6GB |
| microsoft/phi-4 | Q8 | 31.51 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/DialoGPT-small | Q8 | 31.49 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-7B | Q8 | 31.46 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-Embedding-0.6B | Q8 | 31.40 tok/sEstimated Auto-generated benchmark | 6GB |
| google/gemma-2-9b-it | Q4 | 31.40 tok/sEstimated Auto-generated benchmark | 5GB |
| trl-internal-testing/tiny-LlamaForCausalLM-3.2 | Q8 | 31.30 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-1.7B | Q8 | 31.23 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/DeepSeek-R1-Distill-Llama-8B | Q8 | 31.13 tok/sEstimated Auto-generated benchmark | 9GB |
| unsloth/Meta-Llama-3.1-8B-Instruct | Q8 | 31.10 tok/sEstimated Auto-generated benchmark | 9GB |
| NousResearch/Hermes-3-Llama-3.1-8B | Q4 | 31.07 tok/sEstimated Auto-generated benchmark | 4GB |
| ai-forever/ruGPT-3.5-13B | Q4 | 30.94 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-14B-Instruct | Q4 | 30.93 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/DeepSeek-R1 | Q8 | 30.83 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Llama-2-7b-chat-hf | Q8 | 30.79 tok/sEstimated Auto-generated benchmark | 7GB |
| petals-team/StableBeluga2 | Q8 | 30.75 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-Coder-1.5B | Q8 | 30.73 tok/sEstimated Auto-generated benchmark | 5GB |
| microsoft/Phi-3.5-mini-instruct | Q8 | 30.72 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/Phi-4-multimodal-instruct | Q8 | 30.71 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Llama-3.1-8B-Instruct | Q4 | 30.54 tok/sEstimated Auto-generated benchmark | 4GB |
| tencent/HunyuanVideo-1.5 | Q8 | 30.49 tok/sEstimated Auto-generated benchmark | 8GB |
| microsoft/Phi-3.5-mini-instruct | Q8 | 30.46 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-7B-Instruct | Q8 | 30.45 tok/sEstimated Auto-generated benchmark | 8GB |
| Qwen/Qwen2.5-0.5B | Q8 | 30.44 tok/sEstimated Auto-generated benchmark | 5GB |
| BSC-LT/salamandraTA-7b-instruct | Q8 | 30.42 tok/sEstimated Auto-generated benchmark | 7GB |
| sshleifer/tiny-gpt2 | Q8 | 30.39 tok/sEstimated Auto-generated benchmark | 7GB |
| bigscience/bloomz-560m | Q8 | 30.38 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Llama-3.2-3B-Instruct | Q8 | 30.32 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen3-Embedding-4B | Q8 | 30.31 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/DialoGPT-medium | Q8 | 30.23 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Llama-2-7b-hf | Q8 | 30.14 tok/sEstimated Auto-generated benchmark | 7GB |
| lmsys/vicuna-7b-v1.5 | Q8 | 30.13 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/DeepSeek-V3-0324 | Q8 | 30.12 tok/sEstimated Auto-generated benchmark | 7GB |
| llamafactory/tiny-random-Llama-3 | Q8 | 29.97 tok/sEstimated Auto-generated benchmark | 7GB |
| mistralai/Mistral-7B-v0.1 | Q8 | 29.96 tok/sEstimated Auto-generated benchmark | 7GB |
| hmellor/tiny-random-LlamaForCausalLM | Q8 | 29.88 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct | Q8 | 29.87 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2-7B-Instruct | Q8 | 29.85 tok/sEstimated Auto-generated benchmark | 7GB |
| dicta-il/dictalm2.0-instruct | Q8 | 29.85 tok/sEstimated Auto-generated benchmark | 7GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-8bit | Q8 | 29.72 tok/sEstimated Auto-generated benchmark | 9GB |
| GSAI-ML/LLaDA-8B-Instruct | Q8 | 29.71 tok/sEstimated Auto-generated benchmark | 9GB |
| numind/NuExtract-1.5 | Q8 | 29.60 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-1.5B | Q8 | 29.57 tok/sEstimated Auto-generated benchmark | 5GB |
| Gensyn/Qwen2.5-0.5B-Instruct | Q8 | 29.55 tok/sEstimated Auto-generated benchmark | 5GB |
| Qwen/Qwen2.5-7B-Instruct | Q8 | 29.47 tok/sEstimated Auto-generated benchmark | 7GB |
| Alibaba-NLP/gte-Qwen2-1.5B-instruct | Q8 | 29.38 tok/sEstimated Auto-generated benchmark | 5GB |
| liuhaotian/llava-v1.5-7b | Q8 | 29.25 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/DeepSeek-V3.1 | Q8 | 29.15 tok/sEstimated Auto-generated benchmark | 7GB |
| distilbert/distilgpt2 | Q8 | 29.10 tok/sEstimated Auto-generated benchmark | 7GB |
| ibm-granite/granite-3.3-8b-instruct | Q8 | 29.03 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen2.5-Coder-7B-Instruct | Q8 | 28.97 tok/sEstimated Auto-generated benchmark | 7GB |
| HuggingFaceTB/SmolLM-135M | Q8 | 28.94 tok/sEstimated Auto-generated benchmark | 7GB |
| zai-org/GLM-4.5-Air | Q8 | 28.92 tok/sEstimated Auto-generated benchmark | 7GB |
| EleutherAI/pythia-70m-deduped | Q8 | 28.80 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B | Q8 | 28.76 tok/sEstimated Auto-generated benchmark | 5GB |
| Qwen/Qwen2-0.5B-Instruct | Q8 | 28.74 tok/sEstimated Auto-generated benchmark | 5GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-4bit | Q8 | 28.73 tok/sEstimated Auto-generated benchmark | 9GB |
| allenai/Olmo-3-7B-Think | Q8 | 28.70 tok/sEstimated Auto-generated benchmark | 8GB |
| IlyaGusev/saiga_llama3_8b | Q8 | 28.63 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen3-8B | Q8 | 28.62 tok/sEstimated Auto-generated benchmark | 9GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-4bit | Q8 | 28.56 tok/sEstimated Auto-generated benchmark | 4GB |
| mistralai/Mistral-7B-Instruct-v0.2 | Q8 | 28.53 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-1.5B-Instruct | Q8 | 28.50 tok/sEstimated Auto-generated benchmark | 5GB |
| Qwen/Qwen3-4B | Q8 | 28.46 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507-FP8 | Q4 | 26.90 tok/sEstimated Auto-generated benchmark | 15GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit | Q4 | 26.76 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-30B-A3B-Thinking-2507 | Q4 | 26.57 tok/sEstimated Auto-generated benchmark | 15GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-5bit | Q4 | 25.99 tok/sEstimated Auto-generated benchmark | 15GB |
| EssentialAI/rnj-1 | Q8 | 25.61 tok/sEstimated Auto-generated benchmark | 10GB |
| Qwen/Qwen3-30B-A3B | Q4 | 25.59 tok/sEstimated Auto-generated benchmark | 15GB |
| meta-llama/Llama-2-13b-chat-hf | Q8 | 25.37 tok/sEstimated Auto-generated benchmark | 13GB |
| openai/gpt-oss-safeguard-20b | Q4 | 25.22 tok/sEstimated Auto-generated benchmark | 11GB |
| mistralai/Ministral-3-14B-Instruct-2512 | Q8 | 25.09 tok/sEstimated Auto-generated benchmark | 16GB |
| mistralai/Mistral-Small-Instruct-2409 | Q4 | 25.05 tok/sEstimated Auto-generated benchmark | 11GB |
| Qwen/Qwen3-Coder-30B-A3B-Instruct | Q4 | 24.93 tok/sEstimated Auto-generated benchmark | 15GB |
| unsloth/gpt-oss-20b-unsloth-bnb-4bit | Q4 | 24.82 tok/sEstimated Auto-generated benchmark | 10GB |
| NousResearch/Hermes-3-Llama-3.1-8B | Q8 | 24.79 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen2.5-14B-Instruct | Q8 | 24.60 tok/sEstimated Auto-generated benchmark | 15GB |
| OpenPipe/Qwen3-14B-Instruct | Q8 | 24.59 tok/sEstimated Auto-generated benchmark | 14GB |
| microsoft/Phi-3-medium-128k-instruct | Q8 | 24.42 tok/sEstimated Auto-generated benchmark | 14GB |
| Qwen/Qwen3-14B | Q8 | 24.32 tok/sEstimated Auto-generated benchmark | 14GB |
| openai/gpt-oss-20b | Q4 | 24.31 tok/sEstimated Auto-generated benchmark | 10GB |
| Qwen/Qwen2.5-14B | Q8 | 24.24 tok/sEstimated Auto-generated benchmark | 14GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-4bit | Q4 | 24.22 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507 | Q4 | 23.93 tok/sEstimated Auto-generated benchmark | 15GB |
| ai-forever/ruGPT-3.5-13B | Q8 | 23.82 tok/sEstimated Auto-generated benchmark | 13GB |
| unsloth/gpt-oss-20b-BF16 | Q4 | 23.73 tok/sEstimated Auto-generated benchmark | 10GB |
| google/gemma-2-9b-it | Q8 | 23.48 tok/sEstimated Auto-generated benchmark | 10GB |
| nvidia/NVIDIA-Nemotron-Nano-9B-v2 | Q8 | 23.43 tok/sEstimated Auto-generated benchmark | 10GB |
| google/gemma-2-27b-it | Q4 | 22.93 tok/sEstimated Auto-generated benchmark | 14GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit | Q4 | 22.55 tok/sEstimated Auto-generated benchmark | 15GB |
| mlx-community/gpt-oss-20b-MXFP4-Q8 | Q4 | 22.46 tok/sEstimated Auto-generated benchmark | 10GB |
| Qwen/Qwen2.5-14B-Instruct | Q8 | 22.43 tok/sEstimated Auto-generated benchmark | 14GB |
| Qwen/Qwen3-14B-Base | Q8 | 22.42 tok/sEstimated Auto-generated benchmark | 14GB |
| google-bert/bert-base-uncased | FP16 | 22.36 tok/sEstimated Auto-generated benchmark | 1GB |
| allenai/OLMo-2-0425-1B | FP16 | 22.25 tok/sEstimated Auto-generated benchmark | 2GB |
| deepseek-ai/deepseek-coder-1.3b-instruct | FP16 | 22.23 tok/sEstimated Auto-generated benchmark | 6GB |
| google-t5/t5-3b | FP16 | 22.16 tok/sEstimated Auto-generated benchmark | 6GB |
| meta-llama/Llama-3.1-8B-Instruct | Q8 | 22.12 tok/sEstimated Auto-generated benchmark | 9GB |
| google/gemma-2-2b-it | FP16 | 22.00 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-3.2-1B-Instruct | FP16 | 21.75 tok/sEstimated Auto-generated benchmark | 2GB |
| meta-llama/Llama-3.2-3B-Instruct | FP16 | 21.68 tok/sEstimated Auto-generated benchmark | 6GB |
| ibm-research/PowerMoE-3b | FP16 | 20.93 tok/sEstimated Auto-generated benchmark | 6GB |
| nari-labs/Dia2-2B | FP16 | 20.84 tok/sEstimated Auto-generated benchmark | 5GB |
| meta-llama/Llama-3.2-3B | FP16 | 20.75 tok/sEstimated Auto-generated benchmark | 6GB |
| google/embeddinggemma-300m | FP16 | 20.59 tok/sEstimated Auto-generated benchmark | 1GB |
| unsloth/Llama-3.2-1B-Instruct | FP16 | 20.58 tok/sEstimated Auto-generated benchmark | 2GB |
| meta-llama/Llama-3.2-1B | FP16 | 20.48 tok/sEstimated Auto-generated benchmark | 2GB |
| google/gemma-3-1b-it | FP16 | 20.04 tok/sEstimated Auto-generated benchmark | 2GB |
| unsloth/Llama-3.2-3B-Instruct | FP16 | 20.04 tok/sEstimated Auto-generated benchmark | 6GB |
| Qwen/Qwen2.5-3B-Instruct | FP16 | 20.02 tok/sEstimated Auto-generated benchmark | 6GB |
| inference-net/Schematron-3B | FP16 | 19.97 tok/sEstimated Auto-generated benchmark | 6GB |
| context-labs/meta-llama-Llama-3.2-3B-Instruct-FP16 | FP16 | 19.82 tok/sEstimated Auto-generated benchmark | 6GB |
| meta-llama/Llama-Guard-3-1B | FP16 | 19.48 tok/sEstimated Auto-generated benchmark | 2GB |
| ibm-granite/granite-3.3-2b-instruct | FP16 | 19.47 tok/sEstimated Auto-generated benchmark | 4GB |
| facebook/sam3 | FP16 | 19.42 tok/sEstimated Auto-generated benchmark | 2GB |
| deepseek-ai/DeepSeek-OCR | FP16 | 19.37 tok/sEstimated Auto-generated benchmark | 7GB |
| tencent/HunyuanOCR | FP16 | 19.29 tok/sEstimated Auto-generated benchmark | 3GB |
| unsloth/gemma-3-1b-it | FP16 | 19.18 tok/sEstimated Auto-generated benchmark | 2GB |
| LiquidAI/LFM2-1.2B | FP16 | 19.17 tok/sEstimated Auto-generated benchmark | 4GB |
| WeiboAI/VibeThinker-1.5B | FP16 | 19.13 tok/sEstimated Auto-generated benchmark | 4GB |
| google/gemma-2b | FP16 | 19.01 tok/sEstimated Auto-generated benchmark | 4GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-4bit | Q8 | 18.73 tok/sEstimated Auto-generated benchmark | 31GB |
| Qwen/Qwen2.5-3B | FP16 | 18.72 tok/sEstimated Auto-generated benchmark | 6GB |
| GSAI-ML/LLaDA-8B-Base | FP16 | 18.71 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen3-4B-Thinking-2507 | FP16 | 18.68 tok/sEstimated Auto-generated benchmark | 9GB |
| rinna/japanese-gpt-neox-small | FP16 | 18.67 tok/sEstimated Auto-generated benchmark | 15GB |
| dicta-il/dictalm2.0-instruct | FP16 | 18.66 tok/sEstimated Auto-generated benchmark | 15GB |
| unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit | FP16 | 18.62 tok/sEstimated Auto-generated benchmark | 17GB |
| kaitchup/Phi-3-mini-4k-instruct-gptq-4bit | FP16 | 18.60 tok/sEstimated Auto-generated benchmark | 9GB |
| apple/OpenELM-1_1B-Instruct | FP16 | 18.60 tok/sEstimated Auto-generated benchmark | 2GB |
| zai-org/GLM-4.5-Air | FP16 | 18.55 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/Phi-4-multimodal-instruct | FP16 | 18.54 tok/sEstimated Auto-generated benchmark | 15GB |
| hmellor/tiny-random-LlamaForCausalLM | FP16 | 18.52 tok/sEstimated Auto-generated benchmark | 15GB |
| skt/kogpt2-base-v2 | FP16 | 18.50 tok/sEstimated Auto-generated benchmark | 15GB |
| Alibaba-NLP/gte-Qwen2-1.5B-instruct | FP16 | 18.50 tok/sEstimated Auto-generated benchmark | 11GB |
| bigcode/starcoder2-3b | FP16 | 18.48 tok/sEstimated Auto-generated benchmark | 6GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit | Q8 | 18.47 tok/sEstimated Auto-generated benchmark | 31GB |
| BSC-LT/salamandraTA-7b-instruct | FP16 | 18.47 tok/sEstimated Auto-generated benchmark | 15GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-4bit | FP16 | 18.47 tok/sEstimated Auto-generated benchmark | 9GB |
| meta-llama/Meta-Llama-3-8B | FP16 | 18.45 tok/sEstimated Auto-generated benchmark | 17GB |
| TinyLlama/TinyLlama-1.1B-Chat-v1.0 | FP16 | 18.43 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen2.5-0.5B | FP16 | 18.43 tok/sEstimated Auto-generated benchmark | 11GB |
| lmsys/vicuna-7b-v1.5 | FP16 | 18.37 tok/sEstimated Auto-generated benchmark | 15GB |
| deepseek-ai/DeepSeek-V3-0324 | FP16 | 18.37 tok/sEstimated Auto-generated benchmark | 15GB |
| Tongyi-MAI/Z-Image-Turbo | FP16 | 18.35 tok/sEstimated Auto-generated benchmark | 16GB |
| openai-community/gpt2-xl | FP16 | 18.34 tok/sEstimated Auto-generated benchmark | 15GB |
| openai-community/gpt2-large | FP16 | 18.33 tok/sEstimated Auto-generated benchmark | 15GB |
| MiniMaxAI/MiniMax-M2 | FP16 | 18.32 tok/sEstimated Auto-generated benchmark | 15GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit | Q8 | 18.30 tok/sEstimated Auto-generated benchmark | 31GB |
| microsoft/DialoGPT-medium | FP16 | 18.27 tok/sEstimated Auto-generated benchmark | 15GB |
| bigscience/bloomz-560m | FP16 | 18.25 tok/sEstimated Auto-generated benchmark | 15GB |
| vikhyatk/moondream2 | FP16 | 18.22 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-Coder-7B-Instruct | FP16 | 18.19 tok/sEstimated Auto-generated benchmark | 15GB |
| deepseek-ai/DeepSeek-V3 | FP16 | 18.17 tok/sEstimated Auto-generated benchmark | 15GB |
| trl-internal-testing/tiny-random-LlamaForCausalLM | FP16 | 18.15 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-7B-Instruct | FP16 | 18.11 tok/sEstimated Auto-generated benchmark | 16GB |
| NousResearch/Meta-Llama-3.1-8B-Instruct | FP16 | 18.11 tok/sEstimated Auto-generated benchmark | 17GB |
| EleutherAI/gpt-neo-125m | FP16 | 18.10 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-0.6B | FP16 | 18.09 tok/sEstimated Auto-generated benchmark | 13GB |
| HuggingFaceH4/zephyr-7b-beta | FP16 | 18.09 tok/sEstimated Auto-generated benchmark | 15GB |
| GSAI-ML/LLaDA-8B-Instruct | FP16 | 18.07 tok/sEstimated Auto-generated benchmark | 17GB |
| black-forest-labs/FLUX.1-dev | FP16 | 18.01 tok/sEstimated Auto-generated benchmark | 16GB |
| meta-llama/Meta-Llama-3-8B-Instruct | FP16 | 17.93 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507 | Q8 | 17.90 tok/sEstimated Auto-generated benchmark | 31GB |
| meta-llama/Llama-3.1-8B-Instruct | FP16 | 17.87 tok/sEstimated Auto-generated benchmark | 17GB |
| IlyaGusev/saiga_llama3_8b | FP16 | 17.85 tok/sEstimated Auto-generated benchmark | 17GB |
| deepseek-ai/DeepSeek-R1-Distill-Llama-8B | FP16 | 17.77 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen2.5-7B | FP16 | 17.73 tok/sEstimated Auto-generated benchmark | 15GB |
| sshleifer/tiny-gpt2 | FP16 | 17.72 tok/sEstimated Auto-generated benchmark | 15GB |
| deepseek-ai/DeepSeek-R1 | FP16 | 17.67 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/Phi-3.5-vision-instruct | FP16 | 17.64 tok/sEstimated Auto-generated benchmark | 15GB |
| meta-llama/Llama-Guard-3-8B | FP16 | 17.62 tok/sEstimated Auto-generated benchmark | 17GB |
| meta-llama/Llama-2-7b-hf | FP16 | 17.58 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-1.5B | FP16 | 17.49 tok/sEstimated Auto-generated benchmark | 11GB |
| distilbert/distilgpt2 | FP16 | 17.44 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-8B-Base | FP16 | 17.41 tok/sEstimated Auto-generated benchmark | 17GB |
| allenai/Olmo-3-7B-Think | FP16 | 17.33 tok/sEstimated Auto-generated benchmark | 16GB |
| unsloth/gpt-oss-20b-BF16 | Q8 | 17.32 tok/sEstimated Auto-generated benchmark | 20GB |
| microsoft/Phi-4-mini-instruct | FP16 | 17.28 tok/sEstimated Auto-generated benchmark | 15GB |
| tencent/HunyuanVideo-1.5 | FP16 | 17.26 tok/sEstimated Auto-generated benchmark | 16GB |
| meta-llama/Llama-2-7b-chat-hf | FP16 | 17.26 tok/sEstimated Auto-generated benchmark | 15GB |
| openai-community/gpt2-medium | FP16 | 17.26 tok/sEstimated Auto-generated benchmark | 15GB |
| meta-llama/Llama-3.1-70B-Instruct | Q4 | 17.22 tok/sEstimated Auto-generated benchmark | 34GB |
| unsloth/Meta-Llama-3.1-8B-Instruct | FP16 | 17.21 tok/sEstimated Auto-generated benchmark | 17GB |
| microsoft/phi-2 | FP16 | 17.18 tok/sEstimated Auto-generated benchmark | 15GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-5bit | Q8 | 17.14 tok/sEstimated Auto-generated benchmark | 31GB |
| numind/NuExtract-1.5 | FP16 | 17.13 tok/sEstimated Auto-generated benchmark | 15GB |
| trl-internal-testing/tiny-Qwen2ForCausalLM-2.5 | FP16 | 17.13 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-1.7B | FP16 | 17.12 tok/sEstimated Auto-generated benchmark | 15GB |
| HuggingFaceTB/SmolLM2-135M | FP16 | 17.10 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-0.6B-Base | FP16 | 17.09 tok/sEstimated Auto-generated benchmark | 13GB |
| meta-llama/Llama-3.3-70B-Instruct | Q4 | 17.06 tok/sEstimated Auto-generated benchmark | 34GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B | FP16 | 17.03 tok/sEstimated Auto-generated benchmark | 11GB |
| deepseek-ai/DeepSeek-V3.1 | FP16 | 17.03 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen-Image-Edit-2509 | FP16 | 17.02 tok/sEstimated Auto-generated benchmark | 16GB |
| microsoft/Phi-3-mini-128k-instruct | FP16 | 17.01 tok/sEstimated Auto-generated benchmark | 15GB |
| liuhaotian/llava-v1.5-7b | FP16 | 16.99 tok/sEstimated Auto-generated benchmark | 15GB |
| zai-org/GLM-4.6-FP8 | FP16 | 16.98 tok/sEstimated Auto-generated benchmark | 15GB |
| unsloth/mistral-7b-v0.3-bnb-4bit | FP16 | 16.93 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-4B-Thinking-2507-FP8 | FP16 | 16.93 tok/sEstimated Auto-generated benchmark | 9GB |
| trl-internal-testing/tiny-LlamaForCausalLM-3.2 | FP16 | 16.92 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-1.7B-Base | FP16 | 16.85 tok/sEstimated Auto-generated benchmark | 15GB |
| openai/gpt-oss-safeguard-20b | Q8 | 16.84 tok/sEstimated Auto-generated benchmark | 22GB |
| unsloth/DeepSeek-R1-Distill-Qwen-32B-bnb-4bit | Q4 | 16.83 tok/sEstimated Auto-generated benchmark | 16GB |
| Qwen/Qwen2.5-0.5B-Instruct | FP16 | 16.80 tok/sEstimated Auto-generated benchmark | 11GB |
| RedHatAI/Llama-3.3-70B-Instruct-FP8-dynamic | Q4 | 16.75 tok/sEstimated Auto-generated benchmark | 34GB |
| black-forest-labs/FLUX.2-dev | FP16 | 16.74 tok/sEstimated Auto-generated benchmark | 16GB |
| Qwen/Qwen2.5-32B-Instruct | Q4 | 16.71 tok/sEstimated Auto-generated benchmark | 17GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-8bit | FP16 | 16.69 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen3-8B-FP8 | FP16 | 16.69 tok/sEstimated Auto-generated benchmark | 17GB |
| microsoft/Phi-3.5-mini-instruct | FP16 | 16.68 tok/sEstimated Auto-generated benchmark | 15GB |
| google/gemma-3-270m-it | FP16 | 16.68 tok/sEstimated Auto-generated benchmark | 15GB |
| google/gemma-2-27b-it | Q8 | 16.63 tok/sEstimated Auto-generated benchmark | 28GB |
| microsoft/phi-4 | FP16 | 16.62 tok/sEstimated Auto-generated benchmark | 15GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-8bit | FP16 | 16.59 tok/sEstimated Auto-generated benchmark | 9GB |
| Gensyn/Qwen2.5-0.5B-Instruct | FP16 | 16.58 tok/sEstimated Auto-generated benchmark | 11GB |
| huggyllama/llama-7b | FP16 | 16.55 tok/sEstimated Auto-generated benchmark | 15GB |
| deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct | FP16 | 16.54 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-4B-Instruct-2507 | FP16 | 16.53 tok/sEstimated Auto-generated benchmark | 9GB |
| openai-community/gpt2 | FP16 | 16.50 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-Reranker-0.6B | FP16 | 16.50 tok/sEstimated Auto-generated benchmark | 13GB |
| petals-team/StableBeluga2 | FP16 | 16.48 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/Phi-3.5-mini-instruct | FP16 | 16.47 tok/sEstimated Auto-generated benchmark | 8GB |
| ibm-granite/granite-docling-258M | FP16 | 16.41 tok/sEstimated Auto-generated benchmark | 15GB |
| parler-tts/parler-tts-large-v1 | FP16 | 16.40 tok/sEstimated Auto-generated benchmark | 15GB |
| swiss-ai/Apertus-8B-Instruct-2509 | FP16 | 16.36 tok/sEstimated Auto-generated benchmark | 17GB |
| HuggingFaceM4/tiny-random-LlamaForCausalLM | FP16 | 16.35 tok/sEstimated Auto-generated benchmark | 15GB |
| moonshotai/Kimi-K2-Thinking | Q4 | 16.35 tok/sEstimated Auto-generated benchmark | 489GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-4bit | FP16 | 16.34 tok/sEstimated Auto-generated benchmark | 17GB |
| unsloth/gpt-oss-20b-unsloth-bnb-4bit | Q8 | 16.32 tok/sEstimated Auto-generated benchmark | 20GB |
| HuggingFaceTB/SmolLM-135M | FP16 | 16.31 tok/sEstimated Auto-generated benchmark | 15GB |
| mlx-community/gpt-oss-20b-MXFP4-Q8 | Q8 | 16.21 tok/sEstimated Auto-generated benchmark | 20GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-32B | Q4 | 16.20 tok/sEstimated Auto-generated benchmark | 16GB |
| microsoft/Phi-3-mini-4k-instruct | FP16 | 16.19 tok/sEstimated Auto-generated benchmark | 15GB |
| openai/gpt-oss-20b | Q8 | 16.17 tok/sEstimated Auto-generated benchmark | 20GB |
| meta-llama/Llama-3.1-8B | FP16 | 16.15 tok/sEstimated Auto-generated benchmark | 17GB |
| rednote-hilab/dots.ocr | FP16 | 16.13 tok/sEstimated Auto-generated benchmark | 15GB |
| mistralai/Mistral-Small-Instruct-2409 | Q8 | 16.12 tok/sEstimated Auto-generated benchmark | 23GB |
| Qwen/Qwen3-4B | FP16 | 16.09 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen3-Coder-30B-A3B-Instruct | Q8 | 16.07 tok/sEstimated Auto-generated benchmark | 31GB |
| Qwen/Qwen2.5-Coder-1.5B | FP16 | 16.05 tok/sEstimated Auto-generated benchmark | 11GB |
| facebook/opt-125m | FP16 | 16.01 tok/sEstimated Auto-generated benchmark | 15GB |
| llamafactory/tiny-random-Llama-3 | FP16 | 15.99 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2-1.5B-Instruct | FP16 | 15.97 tok/sEstimated Auto-generated benchmark | 11GB |
| Qwen/Qwen3-Embedding-4B | FP16 | 15.97 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen2-7B-Instruct | FP16 | 15.95 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-30B-A3B-Thinking-2507 | Q8 | 15.94 tok/sEstimated Auto-generated benchmark | 31GB |
| mistralai/Mistral-7B-Instruct-v0.1 | FP16 | 15.92 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-8B | FP16 | 15.91 tok/sEstimated Auto-generated benchmark | 17GB |
| 01-ai/Yi-1.5-34B-Chat | Q4 | 15.91 tok/sEstimated Auto-generated benchmark | 18GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507-FP8 | Q8 | 15.89 tok/sEstimated Auto-generated benchmark | 31GB |
| deepseek-ai/DeepSeek-R1-0528 | FP16 | 15.83 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-1.5B-Instruct | FP16 | 15.81 tok/sEstimated Auto-generated benchmark | 11GB |
| Qwen/Qwen2.5-7B-Instruct | FP16 | 15.78 tok/sEstimated Auto-generated benchmark | 15GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit | FP16 | 15.75 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen3-30B-A3B | Q8 | 15.74 tok/sEstimated Auto-generated benchmark | 31GB |
| Qwen/Qwen2-0.5B-Instruct | FP16 | 15.70 tok/sEstimated Auto-generated benchmark | 11GB |
| microsoft/VibeVoice-1.5B | FP16 | 15.70 tok/sEstimated Auto-generated benchmark | 11GB |
| EleutherAI/pythia-70m-deduped | FP16 | 15.70 tok/sEstimated Auto-generated benchmark | 15GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-7B | FP16 | 15.69 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2-0.5B | FP16 | 15.66 tok/sEstimated Auto-generated benchmark | 11GB |
| deepseek-ai/deepseek-coder-33b-instruct | Q4 | 15.65 tok/sEstimated Auto-generated benchmark | 17GB |
| microsoft/DialoGPT-small | FP16 | 15.61 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-Math-1.5B | FP16 | 15.61 tok/sEstimated Auto-generated benchmark | 11GB |
| mistralai/Mistral-7B-v0.1 | FP16 | 15.61 tok/sEstimated Auto-generated benchmark | 15GB |
| ibm-granite/granite-3.3-8b-instruct | FP16 | 15.60 tok/sEstimated Auto-generated benchmark | 17GB |
| mistralai/Mistral-7B-Instruct-v0.2 | FP16 | 15.52 tok/sEstimated Auto-generated benchmark | 15GB |
| codellama/CodeLlama-34b-hf | Q4 | 15.52 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen3-Embedding-0.6B | FP16 | 15.50 tok/sEstimated Auto-generated benchmark | 13GB |
| Qwen/Qwen3-Embedding-8B | FP16 | 15.49 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen3-32B | Q4 | 15.49 tok/sEstimated Auto-generated benchmark | 16GB |
| meta-llama/Meta-Llama-3-70B-Instruct | Q4 | 15.48 tok/sEstimated Auto-generated benchmark | 34GB |
| meta-llama/Llama-3.2-3B-Instruct | FP16 | 15.42 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-4B-Base | FP16 | 15.42 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen2.5-32B | Q4 | 15.40 tok/sEstimated Auto-generated benchmark | 16GB |
| moonshotai/Kimi-Linear-48B-A3B-Instruct | Q4 | 15.29 tok/sEstimated Auto-generated benchmark | 25GB |
| dphn/dolphin-2.9.1-yi-1.5-34b | Q4 | 14.86 tok/sEstimated Auto-generated benchmark | 17GB |
| RedHatAI/Meta-Llama-3.1-70B-Instruct-quantized.w4a16 | Q4 | 14.59 tok/sEstimated Auto-generated benchmark | 34GB |
| deepseek-ai/DeepSeek-V2.5 | Q4 | 14.55 tok/sEstimated Auto-generated benchmark | 328GB |
| Qwen/Qwen2.5-Coder-32B-Instruct | Q4 | 14.53 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/QwQ-32B-Preview | Q4 | 14.40 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen2.5-32B-Instruct | Q4 | 14.40 tok/sEstimated Auto-generated benchmark | 16GB |
| baichuan-inc/Baichuan-M2-32B | Q4 | 14.14 tok/sEstimated Auto-generated benchmark | 16GB |
| NousResearch/Hermes-3-Llama-3.1-8B | FP16 | 14.04 tok/sEstimated Auto-generated benchmark | 17GB |
| mistralai/Ministral-3-14B-Instruct-2512 | FP16 | 14.02 tok/sEstimated Auto-generated benchmark | 32GB |
| ai-forever/ruGPT-3.5-13B | FP16 | 13.95 tok/sEstimated Auto-generated benchmark | 27GB |
| nvidia/NVIDIA-Nemotron-Nano-9B-v2 | FP16 | 13.90 tok/sEstimated Auto-generated benchmark | 19GB |
| meta-llama/Llama-3.1-8B-Instruct | FP16 | 13.58 tok/sEstimated Auto-generated benchmark | 17GB |
| microsoft/Phi-3-medium-128k-instruct | FP16 | 13.34 tok/sEstimated Auto-generated benchmark | 29GB |
| google/gemma-2-9b-it | FP16 | 13.15 tok/sEstimated Auto-generated benchmark | 20GB |
| Qwen/Qwen2.5-14B | FP16 | 12.61 tok/sEstimated Auto-generated benchmark | 29GB |
| Qwen/Qwen3-14B-Base | FP16 | 12.44 tok/sEstimated Auto-generated benchmark | 29GB |
| EssentialAI/rnj-1 | FP16 | 12.44 tok/sEstimated Auto-generated benchmark | 19GB |
| Qwen/Qwen2.5-14B-Instruct | FP16 | 12.30 tok/sEstimated Auto-generated benchmark | 29GB |
| moonshotai/Kimi-K2-Thinking | Q8 | 12.08 tok/sEstimated Auto-generated benchmark | 978GB |
| meta-llama/Llama-2-13b-chat-hf | FP16 | 12.03 tok/sEstimated Auto-generated benchmark | 27GB |
| Qwen/QwQ-32B-Preview | Q8 | 12.02 tok/sEstimated Auto-generated benchmark | 34GB |
| RedHatAI/Llama-3.3-70B-Instruct-FP8-dynamic | Q8 | 11.98 tok/sEstimated Auto-generated benchmark | 68GB |
| Qwen/Qwen2.5-14B-Instruct | FP16 | 11.98 tok/sEstimated Auto-generated benchmark | 30GB |
| RedHatAI/Meta-Llama-3.1-70B-Instruct-quantized.w4a16 | Q8 | 11.92 tok/sEstimated Auto-generated benchmark | 68GB |
| Qwen/Qwen3-14B | FP16 | 11.77 tok/sEstimated Auto-generated benchmark | 29GB |
| meta-llama/Meta-Llama-3-70B-Instruct | Q8 | 11.76 tok/sEstimated Auto-generated benchmark | 68GB |
| meta-llama/Llama-3.1-70B-Instruct | Q8 | 11.68 tok/sEstimated Auto-generated benchmark | 68GB |
| OpenPipe/Qwen3-14B-Instruct | FP16 | 11.67 tok/sEstimated Auto-generated benchmark | 29GB |
| meta-llama/Llama-3.3-70B-Instruct | Q8 | 11.48 tok/sEstimated Auto-generated benchmark | 68GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-32B | Q8 | 11.44 tok/sEstimated Auto-generated benchmark | 33GB |
| Qwen/Qwen3-32B | Q8 | 11.14 tok/sEstimated Auto-generated benchmark | 33GB |
| dphn/dolphin-2.9.1-yi-1.5-34b | Q8 | 11.13 tok/sEstimated Auto-generated benchmark | 35GB |
| Qwen/Qwen2.5-32B | Q8 | 11.01 tok/sEstimated Auto-generated benchmark | 33GB |
| mistralai/Mixtral-8x22B-Instruct-v0.1 | Q4 | 11.01 tok/sEstimated Auto-generated benchmark | 69GB |
| deepseek-ai/deepseek-coder-33b-instruct | Q8 | 10.97 tok/sEstimated Auto-generated benchmark | 34GB |
| Qwen/Qwen2.5-32B-Instruct | Q8 | 10.96 tok/sEstimated Auto-generated benchmark | 34GB |
| moonshotai/Kimi-Linear-48B-A3B-Instruct | Q8 | 10.92 tok/sEstimated Auto-generated benchmark | 50GB |
| deepseek-ai/DeepSeek-V2.5 | Q8 | 10.72 tok/sEstimated Auto-generated benchmark | 656GB |
| 01-ai/Yi-1.5-34B-Chat | Q8 | 10.51 tok/sEstimated Auto-generated benchmark | 35GB |
| unsloth/DeepSeek-R1-Distill-Qwen-32B-bnb-4bit | Q8 | 10.47 tok/sEstimated Auto-generated benchmark | 33GB |
| codellama/CodeLlama-34b-hf | Q8 | 10.43 tok/sEstimated Auto-generated benchmark | 35GB |
| mistralai/Mistral-Small-Instruct-2409 | FP16 | 10.26 tok/sEstimated Auto-generated benchmark | 46GB |
| Qwen/Qwen2.5-Coder-32B-Instruct | Q8 | 10.26 tok/sEstimated Auto-generated benchmark | 34GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit | FP16 | 10.13 tok/sEstimated Auto-generated benchmark | 61GB |
| baichuan-inc/Baichuan-M2-32B | Q8 | 10.12 tok/sEstimated Auto-generated benchmark | 33GB |
| Qwen/Qwen2.5-32B-Instruct | Q8 | 10.03 tok/sEstimated Auto-generated benchmark | 33GB |
| mistralai/Mistral-Large-Instruct-2411 | Q4 | 9.85 tok/sEstimated Auto-generated benchmark | 60GB |
| nvidia/Llama-3.1-Nemotron-70B-Instruct-HF | Q4 | 9.83 tok/sEstimated Auto-generated benchmark | 34GB |
| Qwen/Qwen2.5-72B-Instruct | Q4 | 9.77 tok/sEstimated Auto-generated benchmark | 36GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507 | FP16 | 9.65 tok/sEstimated Auto-generated benchmark | 61GB |
| Qwen/Qwen3-30B-A3B | FP16 | 9.65 tok/sEstimated Auto-generated benchmark | 61GB |
| Qwen/Qwen3-Coder-30B-A3B-Instruct | FP16 | 9.54 tok/sEstimated Auto-generated benchmark | 61GB |
| openai/gpt-oss-20b | FP16 | 9.51 tok/sEstimated Auto-generated benchmark | 41GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507-FP8 | FP16 | 9.46 tok/sEstimated Auto-generated benchmark | 61GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct-FP8 | Q4 | 9.46 tok/sEstimated Auto-generated benchmark | 39GB |
| Qwen/Qwen2.5-Math-72B-Instruct | Q4 | 9.39 tok/sEstimated Auto-generated benchmark | 36GB |
| openai/gpt-oss-safeguard-20b | FP16 | 9.34 tok/sEstimated Auto-generated benchmark | 44GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-4bit | FP16 | 9.33 tok/sEstimated Auto-generated benchmark | 61GB |
| unsloth/gpt-oss-20b-unsloth-bnb-4bit | FP16 | 9.30 tok/sEstimated Auto-generated benchmark | 41GB |
| openai/gpt-oss-120b | Q4 | 9.04 tok/sEstimated Auto-generated benchmark | 59GB |
| unsloth/gpt-oss-20b-BF16 | FP16 | 9.02 tok/sEstimated Auto-generated benchmark | 41GB |
| google/gemma-2-27b-it | FP16 | 9.01 tok/sEstimated Auto-generated benchmark | 56GB |
| AI-MO/Kimina-Prover-72B | Q4 | 8.88 tok/sEstimated Auto-generated benchmark | 35GB |
| RedHatAI/Llama-3.2-90B-Vision-Instruct-FP8-dynamic | Q4 | 8.88 tok/sEstimated Auto-generated benchmark | 44GB |
| NousResearch/Hermes-3-Llama-3.1-70B | Q4 | 8.86 tok/sEstimated Auto-generated benchmark | 34GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit | FP16 | 8.86 tok/sEstimated Auto-generated benchmark | 61GB |
| mlx-community/gpt-oss-20b-MXFP4-Q8 | FP16 | 8.86 tok/sEstimated Auto-generated benchmark | 41GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking-FP8 | Q4 | 8.66 tok/sEstimated Auto-generated benchmark | 39GB |
| Qwen/Qwen2.5-72B-Instruct | Q4 | 8.61 tok/sEstimated Auto-generated benchmark | 35GB |
| mistralai/Mixtral-8x22B-Instruct-v0.1 | Q8 | 8.54 tok/sEstimated Auto-generated benchmark | 138GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-5bit | FP16 | 8.54 tok/sEstimated Auto-generated benchmark | 61GB |
| Qwen/Qwen3-30B-A3B-Thinking-2507 | FP16 | 8.52 tok/sEstimated Auto-generated benchmark | 61GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct | Q4 | 8.52 tok/sEstimated Auto-generated benchmark | 39GB |
| meta-llama/Llama-3.3-70B-Instruct | Q4 | 8.34 tok/sEstimated Auto-generated benchmark | 34GB |
| meta-llama/Llama-3.1-70B-Instruct | Q4 | 8.31 tok/sEstimated Auto-generated benchmark | 34GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking | Q4 | 8.27 tok/sEstimated Auto-generated benchmark | 39GB |
| nvidia/Llama-3.1-Nemotron-70B-Instruct-HF | Q8 | 6.79 tok/sEstimated Auto-generated benchmark | 69GB |
| Qwen/Qwen2.5-72B-Instruct | Q8 | 6.67 tok/sEstimated Auto-generated benchmark | 71GB |
| RedHatAI/Llama-3.2-90B-Vision-Instruct-FP8-dynamic | Q8 | 6.63 tok/sEstimated Auto-generated benchmark | 88GB |
| meta-llama/Llama-3.1-70B-Instruct | Q8 | 6.60 tok/sEstimated Auto-generated benchmark | 69GB |
| meta-llama/Llama-3.3-70B-Instruct | FP16 | 6.56 tok/sEstimated Auto-generated benchmark | 137GB |
| dphn/dolphin-2.9.1-yi-1.5-34b | FP16 | 6.55 tok/sEstimated Auto-generated benchmark | 70GB |
| Qwen/Qwen2.5-32B | FP16 | 6.53 tok/sEstimated Auto-generated benchmark | 66GB |
| codellama/CodeLlama-34b-hf | FP16 | 6.47 tok/sEstimated Auto-generated benchmark | 70GB |
| Qwen/Qwen2.5-72B-Instruct | Q8 | 6.42 tok/sEstimated Auto-generated benchmark | 70GB |
| deepseek-ai/DeepSeek-Coder-V2-Instruct-0724 | Q4 | 6.40 tok/sEstimated Auto-generated benchmark | 115GB |
| meta-llama/Llama-3.3-70B-Instruct | Q8 | 6.36 tok/sEstimated Auto-generated benchmark | 69GB |
| meta-llama/Meta-Llama-3-70B-Instruct | FP16 | 6.35 tok/sEstimated Auto-generated benchmark | 137GB |
| Qwen/Qwen2.5-Math-72B-Instruct | Q8 | 6.32 tok/sEstimated Auto-generated benchmark | 71GB |
| unsloth/DeepSeek-R1-Distill-Qwen-32B-bnb-4bit | FP16 | 6.27 tok/sEstimated Auto-generated benchmark | 66GB |
| Qwen/QwQ-32B-Preview | FP16 | 6.27 tok/sEstimated Auto-generated benchmark | 67GB |
| deepseek-ai/DeepSeek-V2.5 | FP16 | 6.25 tok/sEstimated Auto-generated benchmark | 1312GB |
| Qwen/Qwen2.5-32B-Instruct | FP16 | 6.23 tok/sEstimated Auto-generated benchmark | 66GB |
| RedHatAI/Meta-Llama-3.1-70B-Instruct-quantized.w4a16 | FP16 | 6.19 tok/sEstimated Auto-generated benchmark | 137GB |
| deepseek-ai/DeepSeek-Math-V2 | Q4 | 6.17 tok/sEstimated Auto-generated benchmark | 383GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking-FP8 | Q8 | 6.16 tok/sEstimated Auto-generated benchmark | 78GB |
| NousResearch/Hermes-3-Llama-3.1-70B | Q8 | 6.15 tok/sEstimated Auto-generated benchmark | 69GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-32B | FP16 | 6.12 tok/sEstimated Auto-generated benchmark | 66GB |
| RedHatAI/Llama-3.3-70B-Instruct-FP8-dynamic | FP16 | 6.10 tok/sEstimated Auto-generated benchmark | 137GB |
| Qwen/Qwen3-32B | FP16 | 6.07 tok/sEstimated Auto-generated benchmark | 66GB |
| mistralai/Mistral-Large-Instruct-2411 | Q8 | 6.07 tok/sEstimated Auto-generated benchmark | 120GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct | Q8 | 6.05 tok/sEstimated Auto-generated benchmark | 78GB |
| baichuan-inc/Baichuan-M2-32B | FP16 | 6.05 tok/sEstimated Auto-generated benchmark | 66GB |
| openai/gpt-oss-120b | Q8 | 6.03 tok/sEstimated Auto-generated benchmark | 117GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking | Q8 | 6.03 tok/sEstimated Auto-generated benchmark | 78GB |
| moonshotai/Kimi-K2-Thinking | FP16 | 6.01 tok/sEstimated Auto-generated benchmark | 1956GB |
| meta-llama/Llama-3.1-70B-Instruct | FP16 | 5.96 tok/sEstimated Auto-generated benchmark | 137GB |
| Qwen/Qwen2.5-Coder-32B-Instruct | FP16 | 5.92 tok/sEstimated Auto-generated benchmark | 67GB |
| AI-MO/Kimina-Prover-72B | Q8 | 5.78 tok/sEstimated Auto-generated benchmark | 70GB |
| Qwen/Qwen2.5-32B-Instruct | FP16 | 5.72 tok/sEstimated Auto-generated benchmark | 67GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct-FP8 | Q8 | 5.67 tok/sEstimated Auto-generated benchmark | 78GB |
| 01-ai/Yi-1.5-34B-Chat | FP16 | 5.65 tok/sEstimated Auto-generated benchmark | 70GB |
| Qwen/Qwen3-235B-A22B | Q4 | 5.57 tok/sEstimated Auto-generated benchmark | 115GB |
| deepseek-ai/deepseek-coder-33b-instruct | FP16 | 5.46 tok/sEstimated Auto-generated benchmark | 68GB |
| moonshotai/Kimi-Linear-48B-A3B-Instruct | FP16 | 5.42 tok/sEstimated Auto-generated benchmark | 101GB |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | Q4 | 5.39 tok/sEstimated Auto-generated benchmark | 378GB |
| deepseek-ai/DeepSeek-Coder-V2-Instruct-0724 | Q8 | 5.13 tok/sEstimated Auto-generated benchmark | 231GB |
| deepseek-ai/DeepSeek-Math-V2 | Q8 | 5.00 tok/sEstimated Auto-generated benchmark | 766GB |
| MiniMaxAI/MiniMax-M1-40k | Q4 | 4.94 tok/sEstimated Auto-generated benchmark | 255GB |
| MiniMaxAI/MiniMax-VL-01 | Q4 | 4.86 tok/sEstimated Auto-generated benchmark | 256GB |
| mistralai/Mixtral-8x22B-Instruct-v0.1 | FP16 | 4.40 tok/sEstimated Auto-generated benchmark | 275GB |
| MiniMaxAI/MiniMax-M1-40k | Q8 | 4.06 tok/sEstimated Auto-generated benchmark | 510GB |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | Q8 | 4.02 tok/sEstimated Auto-generated benchmark | 755GB |
| MiniMaxAI/MiniMax-VL-01 | Q8 | 3.97 tok/sEstimated Auto-generated benchmark | 511GB |
| Qwen/Qwen3-235B-A22B | Q8 | 3.80 tok/sEstimated Auto-generated benchmark | 230GB |
| meta-llama/Llama-3.3-70B-Instruct | FP16 | 3.72 tok/sEstimated Auto-generated benchmark | 138GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking-FP8 | FP16 | 3.67 tok/sEstimated Auto-generated benchmark | 156GB |
| nvidia/Llama-3.1-Nemotron-70B-Instruct-HF | FP16 | 3.62 tok/sEstimated Auto-generated benchmark | 138GB |
| NousResearch/Hermes-3-Llama-3.1-70B | FP16 | 3.56 tok/sEstimated Auto-generated benchmark | 138GB |
| meta-llama/Llama-3.1-70B-Instruct | FP16 | 3.46 tok/sEstimated Auto-generated benchmark | 138GB |
| openai/gpt-oss-120b | FP16 | 3.45 tok/sEstimated Auto-generated benchmark | 235GB |
| AI-MO/Kimina-Prover-72B | FP16 | 3.44 tok/sEstimated Auto-generated benchmark | 141GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking | FP16 | 3.41 tok/sEstimated Auto-generated benchmark | 156GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct-FP8 | FP16 | 3.37 tok/sEstimated Auto-generated benchmark | 156GB |
| mistralai/Mistral-Large-Instruct-2411 | FP16 | 3.35 tok/sEstimated Auto-generated benchmark | 240GB |
| Qwen/Qwen2.5-Math-72B-Instruct | FP16 | 3.35 tok/sEstimated Auto-generated benchmark | 142GB |
| Qwen/Qwen2.5-72B-Instruct | FP16 | 3.32 tok/sEstimated Auto-generated benchmark | 142GB |
| RedHatAI/Llama-3.2-90B-Vision-Instruct-FP8-dynamic | FP16 | 3.25 tok/sEstimated Auto-generated benchmark | 176GB |
| Qwen/Qwen2.5-72B-Instruct | FP16 | 3.17 tok/sEstimated Auto-generated benchmark | 141GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct | FP16 | 3.08 tok/sEstimated Auto-generated benchmark | 156GB |
| deepseek-ai/DeepSeek-Math-V2 | FP16 | 2.78 tok/sEstimated Auto-generated benchmark | 1532GB |
| deepseek-ai/DeepSeek-Coder-V2-Instruct-0724 | FP16 | 2.34 tok/sEstimated Auto-generated benchmark | 461GB |
| MiniMaxAI/MiniMax-M1-40k | FP16 | 2.18 tok/sEstimated Auto-generated benchmark | 1020GB |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | FP16 | 2.16 tok/sEstimated Auto-generated benchmark | 1509GB |
| MiniMaxAI/MiniMax-VL-01 | FP16 | 2.08 tok/sEstimated Auto-generated benchmark | 1021GB |
| Qwen/Qwen3-235B-A22B | FP16 | 2.07 tok/sEstimated Auto-generated benchmark | 460GB |
Note: Performance estimates are calculated. Real results may vary. Methodology · Submit real data
| Model | Quantization | Verdict | Estimated speed | VRAM needed |
|---|---|---|---|---|
| mistralai/Mistral-Large-3-675B-Instruct-2512 | Q4 | Not supported | 5.39 tok/sEstimated | 378GB (have 8GB) |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | Q8 | Not supported | 4.02 tok/sEstimated | 755GB (have 8GB) |
| EssentialAI/rnj-1 | FP16 | Not supported | 12.44 tok/sEstimated | 19GB (have 8GB) |
| EssentialAI/rnj-1 | Q8 | Not supported | 25.61 tok/sEstimated | 10GB (have 8GB) |
| EssentialAI/rnj-1 | Q4 | Fits comfortably | 33.44 tok/sEstimated | 5GB (have 8GB) |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | FP16 | Not supported | 2.16 tok/sEstimated | 1509GB (have 8GB) |
| Qwen/Qwen3-32B | Q4 | Not supported | 15.49 tok/sEstimated | 16GB (have 8GB) |
| Qwen/Qwen2.5-0.5B-Instruct | Q4 | Fits comfortably | 40.48 tok/sEstimated | 3GB (have 8GB) |
| meta-llama/Llama-3.2-1B | Q4 | Fits comfortably | 54.07 tok/sEstimated | 1GB (have 8GB) |
| deepseek-ai/DeepSeek-R1-0528 | Q4 | Fits comfortably | 40.61 tok/sEstimated | 4GB (have 8GB) |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit | Q4 | Not supported | 26.76 tok/sEstimated | 15GB (have 8GB) |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit | Q8 | Not supported | 18.47 tok/sEstimated | 31GB (have 8GB) |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit | FP16 | Not supported | 10.13 tok/sEstimated | 61GB (have 8GB) |
| dicta-il/dictalm2.0-instruct | Q4 | Fits comfortably | 40.38 tok/sEstimated | 4GB (have 8GB) |
| microsoft/Phi-3-mini-4k-instruct | FP16 | Not supported | 16.19 tok/sEstimated | 15GB (have 8GB) |
| meta-llama/Llama-3.2-1B | FP16 | Fits comfortably | 20.48 tok/sEstimated | 2GB (have 8GB) |
| MiniMaxAI/MiniMax-M1-40k | Q8 | Not supported | 4.06 tok/sEstimated | 510GB (have 8GB) |
| ai-forever/ruGPT-3.5-13B | FP16 | Not supported | 13.95 tok/sEstimated | 27GB (have 8GB) |
| MiniMaxAI/MiniMax-M1-40k | FP16 | Not supported | 2.18 tok/sEstimated | 1020GB (have 8GB) |
| WeiboAI/VibeThinker-1.5B | Q4 | Fits comfortably | 56.54 tok/sEstimated | 1GB (have 8GB) |
| WeiboAI/VibeThinker-1.5B | Q8 | Fits comfortably | 36.36 tok/sEstimated | 2GB (have 8GB) |
| WeiboAI/VibeThinker-1.5B | FP16 | Fits comfortably | 19.13 tok/sEstimated | 4GB (have 8GB) |
| HuggingFaceTB/SmolLM-135M | Q8 | Fits (tight) | 28.94 tok/sEstimated | 7GB (have 8GB) |
| openai-community/gpt2 | Q8 | Fits (tight) | 31.88 tok/sEstimated | 7GB (have 8GB) |
| Qwen/Qwen2.5-7B-Instruct | FP16 | Not supported | 15.78 tok/sEstimated | 15GB (have 8GB) |
| Qwen/Qwen3-Embedding-0.6B | Q4 | Fits comfortably | 48.59 tok/sEstimated | 3GB (have 8GB) |
| Qwen/Qwen2.5-1.5B-Instruct | FP16 | Not supported | 15.81 tok/sEstimated | 11GB (have 8GB) |
| facebook/opt-125m | Q4 | Fits comfortably | 44.86 tok/sEstimated | 4GB (have 8GB) |
| facebook/opt-125m | Q8 | Fits (tight) | 34.45 tok/sEstimated | 7GB (have 8GB) |
| facebook/opt-125m | FP16 | Not supported | 16.01 tok/sEstimated | 15GB (have 8GB) |
| microsoft/Phi-3-mini-4k-instruct | Q8 | Fits (tight) | 31.61 tok/sEstimated | 7GB (have 8GB) |
| Qwen/Qwen3-Embedding-4B | Q8 | Fits comfortably | 30.31 tok/sEstimated | 4GB (have 8GB) |
| microsoft/Phi-4-multimodal-instruct | Q8 | Fits (tight) | 30.71 tok/sEstimated | 7GB (have 8GB) |
| HuggingFaceM4/tiny-random-LlamaForCausalLM | FP16 | Not supported | 16.35 tok/sEstimated | 15GB (have 8GB) |
| Qwen/Qwen3-Embedding-4B | FP16 | Not supported | 15.97 tok/sEstimated | 9GB (have 8GB) |
| Qwen/Qwen3-30B-A3B | FP16 | Not supported | 9.65 tok/sEstimated | 61GB (have 8GB) |
| IlyaGusev/saiga_llama3_8b | Q4 | Fits comfortably | 47.79 tok/sEstimated | 4GB (have 8GB) |
| Qwen/Qwen2-1.5B-Instruct | FP16 | Not supported | 15.97 tok/sEstimated | 11GB (have 8GB) |
| meta-llama/Llama-Guard-3-1B | Q4 | Fits comfortably | 53.61 tok/sEstimated | 1GB (have 8GB) |
| unsloth/Llama-3.2-1B-Instruct | Q8 | Fits comfortably | 37.57 tok/sEstimated | 1GB (have 8GB) |
| unsloth/Llama-3.2-1B-Instruct | FP16 | Fits comfortably | 20.58 tok/sEstimated | 2GB (have 8GB) |
| Tongyi-MAI/Z-Image-Turbo | Q4 | Fits comfortably | 47.36 tok/sEstimated | 4GB (have 8GB) |
| Tongyi-MAI/Z-Image-Turbo | Q8 | Fits (tight) | 32.79 tok/sEstimated | 8GB (have 8GB) |
| facebook/sam3 | FP16 | Fits comfortably | 19.42 tok/sEstimated | 2GB (have 8GB) |
| openai-community/gpt2 | FP16 | Not supported | 16.50 tok/sEstimated | 15GB (have 8GB) |
| Qwen/Qwen2.5-7B-Instruct | Q4 | Fits comfortably | 44.96 tok/sEstimated | 4GB (have 8GB) |
| Qwen/Qwen3-0.6B | Q8 | Fits comfortably | 34.47 tok/sEstimated | 6GB (have 8GB) |
| Qwen/Qwen3-0.6B | FP16 | Not supported | 18.09 tok/sEstimated | 13GB (have 8GB) |
| meta-llama/Llama-3.1-8B-Instruct | Q4 | Fits comfortably | 46.27 tok/sEstimated | 4GB (have 8GB) |
| openai/gpt-oss-20b | FP16 | Not supported | 9.51 tok/sEstimated | 41GB (have 8GB) |
| google/gemma-3-1b-it | Q4 | Fits comfortably | 49.12 tok/sEstimated | 1GB (have 8GB) |
| Qwen/Qwen3-Embedding-0.6B | Q8 | Fits comfortably | 31.40 tok/sEstimated | 6GB (have 8GB) |
| TinyLlama/TinyLlama-1.1B-Chat-v1.0 | Q8 | Fits comfortably | 38.16 tok/sEstimated | 1GB (have 8GB) |
| Qwen/Qwen2.5-3B-Instruct | Q4 | Fits comfortably | 50.72 tok/sEstimated | 2GB (have 8GB) |
| Qwen/Qwen2.5-3B-Instruct | Q8 | Fits comfortably | 36.32 tok/sEstimated | 3GB (have 8GB) |
| Qwen/Qwen2.5-3B-Instruct | FP16 | Fits comfortably | 20.02 tok/sEstimated | 6GB (have 8GB) |
| bigscience/bloomz-560m | Q4 | Fits comfortably | 48.80 tok/sEstimated | 4GB (have 8GB) |
| bigscience/bloomz-560m | Q8 | Fits (tight) | 30.38 tok/sEstimated | 7GB (have 8GB) |
| openai-community/gpt2-large | FP16 | Not supported | 18.33 tok/sEstimated | 15GB (have 8GB) |
| Qwen/Qwen3-30B-A3B-Instruct-2507 | Q4 | Not supported | 23.93 tok/sEstimated | 15GB (have 8GB) |
| Qwen/Qwen3-30B-A3B-Instruct-2507 | Q8 | Not supported | 17.90 tok/sEstimated | 31GB (have 8GB) |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-4bit | Q8 | Not supported | 28.73 tok/sEstimated | 9GB (have 8GB) |
| meta-llama/Llama-3.2-1B-Instruct | Q8 | Fits comfortably | 39.20 tok/sEstimated | 1GB (have 8GB) |
| meta-llama/Llama-3.2-1B-Instruct | Q4 | Fits comfortably | 49.57 tok/sEstimated | 1GB (have 8GB) |
| meta-llama/Llama-3.1-70B-Instruct | Q8 | Not supported | 11.68 tok/sEstimated | 68GB (have 8GB) |
| Qwen/Qwen3-4B-Instruct-2507 | FP16 | Not supported | 16.53 tok/sEstimated | 9GB (have 8GB) |
| Qwen/Qwen3-Next-80B-A3B-Instruct | Q4 | Not supported | 8.52 tok/sEstimated | 39GB (have 8GB) |
| Qwen/Qwen3-Next-80B-A3B-Instruct | Q8 | Not supported | 6.05 tok/sEstimated | 78GB (have 8GB) |
| Qwen/Qwen3-Next-80B-A3B-Instruct | FP16 | Not supported | 3.08 tok/sEstimated | 156GB (have 8GB) |
| allenai/OLMo-2-0425-1B | Q4 | Fits comfortably | 50.31 tok/sEstimated | 1GB (have 8GB) |
| allenai/OLMo-2-0425-1B | Q8 | Fits comfortably | 38.24 tok/sEstimated | 1GB (have 8GB) |
| allenai/OLMo-2-0425-1B | FP16 | Fits comfortably | 22.25 tok/sEstimated | 2GB (have 8GB) |
| microsoft/phi-4 | Q4 | Fits comfortably | 46.48 tok/sEstimated | 4GB (have 8GB) |
| microsoft/phi-4 | Q8 | Fits (tight) | 31.51 tok/sEstimated | 7GB (have 8GB) |
| meta-llama/Llama-3.1-8B | Q4 | Fits comfortably | 40.74 tok/sEstimated | 4GB (have 8GB) |
| meta-llama/Llama-2-7b-chat-hf | Q8 | Fits (tight) | 30.79 tok/sEstimated | 7GB (have 8GB) |
| meta-llama/Llama-2-7b-chat-hf | FP16 | Not supported | 17.26 tok/sEstimated | 15GB (have 8GB) |
| Qwen/Qwen2-7B-Instruct | Q4 | Fits comfortably | 46.89 tok/sEstimated | 4GB (have 8GB) |
| Qwen/Qwen2-7B-Instruct | Q8 | Fits (tight) | 29.85 tok/sEstimated | 7GB (have 8GB) |
| RedHatAI/Llama-3.2-90B-Vision-Instruct-FP8-dynamic | FP16 | Not supported | 3.25 tok/sEstimated | 176GB (have 8GB) |
| GSAI-ML/LLaDA-8B-Instruct | Q4 | Fits comfortably | 43.22 tok/sEstimated | 4GB (have 8GB) |
| GSAI-ML/LLaDA-8B-Instruct | Q8 | Not supported | 29.71 tok/sEstimated | 9GB (have 8GB) |
| liuhaotian/llava-v1.5-7b | Q8 | Fits (tight) | 29.25 tok/sEstimated | 7GB (have 8GB) |
| liuhaotian/llava-v1.5-7b | FP16 | Not supported | 16.99 tok/sEstimated | 15GB (have 8GB) |
| Qwen/Qwen2.5-72B-Instruct | Q4 | Not supported | 8.61 tok/sEstimated | 35GB (have 8GB) |
| Qwen/Qwen2.5-72B-Instruct | Q8 | Not supported | 6.42 tok/sEstimated | 70GB (have 8GB) |
| Qwen/Qwen2.5-72B-Instruct | FP16 | Not supported | 3.17 tok/sEstimated | 141GB (have 8GB) |
| Qwen/Qwen2.5-32B | FP16 | Not supported | 6.53 tok/sEstimated | 66GB (have 8GB) |
| bigcode/starcoder2-3b | Q8 | Fits comfortably | 38.34 tok/sEstimated | 3GB (have 8GB) |
| bigcode/starcoder2-3b | FP16 | Fits comfortably | 18.48 tok/sEstimated | 6GB (have 8GB) |
| Qwen/Qwen3-30B-A3B-Thinking-2507 | Q8 | Not supported | 15.94 tok/sEstimated | 31GB (have 8GB) |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-5bit | FP16 | Not supported | 8.54 tok/sEstimated | 61GB (have 8GB) |
| Qwen/Qwen2-0.5B-Instruct | Q4 | Fits comfortably | 46.18 tok/sEstimated | 3GB (have 8GB) |
| Qwen/Qwen2-0.5B-Instruct | Q8 | Fits comfortably | 28.74 tok/sEstimated | 5GB (have 8GB) |
| Qwen/Qwen2-0.5B-Instruct | FP16 | Not supported | 15.70 tok/sEstimated | 11GB (have 8GB) |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit | Q4 | Not supported | 22.55 tok/sEstimated | 15GB (have 8GB) |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit | Q8 | Not supported | 18.30 tok/sEstimated | 31GB (have 8GB) |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit | FP16 | Not supported | 8.86 tok/sEstimated | 61GB (have 8GB) |
| Qwen/Qwen2.5-72B-Instruct | Q8 | Not supported | 6.67 tok/sEstimated | 71GB (have 8GB) |
| meta-llama/Llama-2-13b-chat-hf | FP16 | Not supported | 12.03 tok/sEstimated | 27GB (have 8GB) |
Note: Performance estimates are calculated. Real results may vary. Methodology · Submit real data
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