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Quick Answer: RTX 4070 Ti Super offers 16GB VRAM and starts around current market pricing. It delivers approximately 149 tokens/sec on google/gemma-2-2b-it. It typically draws 285W 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 |
|---|---|---|---|
| google/gemma-2-2b-it | Q4 | 148.92 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-3.2-3B-Instruct | Q4 | 148.73 tok/sEstimated Auto-generated benchmark | 2GB |
| tencent/HunyuanOCR | Q4 | 147.62 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-Guard-3-1B | Q4 | 147.32 tok/sEstimated Auto-generated benchmark | 1GB |
| TinyLlama/TinyLlama-1.1B-Chat-v1.0 | Q4 | 146.12 tok/sEstimated Auto-generated benchmark | 1GB |
| WeiboAI/VibeThinker-1.5B | Q4 | 145.47 tok/sEstimated Auto-generated benchmark | 1GB |
| LiquidAI/LFM2-1.2B | Q4 | 143.22 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-3.2-1B-Instruct | Q4 | 141.33 tok/sEstimated Auto-generated benchmark | 1GB |
| inference-net/Schematron-3B | Q4 | 140.44 tok/sEstimated Auto-generated benchmark | 2GB |
| unsloth/gemma-3-1b-it | Q4 | 138.77 tok/sEstimated Auto-generated benchmark | 1GB |
| Qwen/Qwen2.5-3B-Instruct | Q4 | 138.27 tok/sEstimated Auto-generated benchmark | 2GB |
| ibm-granite/granite-3.3-2b-instruct | Q4 | 138.11 tok/sEstimated Auto-generated benchmark | 1GB |
| ibm-research/PowerMoE-3b | Q4 | 137.28 tok/sEstimated Auto-generated benchmark | 2GB |
| context-labs/meta-llama-Llama-3.2-3B-Instruct-FP16 | Q4 | 136.91 tok/sEstimated Auto-generated benchmark | 2GB |
| google/embeddinggemma-300m | Q4 | 136.60 tok/sEstimated Auto-generated benchmark | 1GB |
| google-bert/bert-base-uncased | Q4 | 136.48 tok/sEstimated Auto-generated benchmark | 1GB |
| unsloth/Llama-3.2-3B-Instruct | Q4 | 136.09 tok/sEstimated Auto-generated benchmark | 2GB |
| google-t5/t5-3b | Q4 | 134.24 tok/sEstimated Auto-generated benchmark | 2GB |
| apple/OpenELM-1_1B-Instruct | Q4 | 132.26 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-3.2-1B | Q4 | 132.20 tok/sEstimated Auto-generated benchmark | 1GB |
| allenai/OLMo-2-0425-1B | Q4 | 131.11 tok/sEstimated Auto-generated benchmark | 1GB |
| Qwen/Qwen2.5-3B | Q4 | 128.84 tok/sEstimated Auto-generated benchmark | 2GB |
| google/gemma-2b | Q4 | 128.80 tok/sEstimated Auto-generated benchmark | 1GB |
| deepseek-ai/DeepSeek-OCR | Q4 | 127.82 tok/sEstimated Auto-generated benchmark | 2GB |
| nari-labs/Dia2-2B | Q4 | 126.20 tok/sEstimated Auto-generated benchmark | 2GB |
| deepseek-ai/deepseek-coder-1.3b-instruct | Q4 | 124.71 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen2.5-7B | Q4 | 124.50 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-Embedding-0.6B | Q4 | 124.33 tok/sEstimated Auto-generated benchmark | 3GB |
| kaitchup/Phi-3-mini-4k-instruct-gptq-4bit | Q4 | 124.26 tok/sEstimated Auto-generated benchmark | 2GB |
| trl-internal-testing/tiny-random-LlamaForCausalLM | Q4 | 124.21 tok/sEstimated Auto-generated benchmark | 4GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-8bit | Q4 | 124.21 tok/sEstimated Auto-generated benchmark | 4GB |
| bigcode/starcoder2-3b | Q4 | 124.18 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen3-4B-Thinking-2507 | Q4 | 124.15 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen2.5-1.5B-Instruct | Q4 | 124.05 tok/sEstimated Auto-generated benchmark | 3GB |
| unsloth/Llama-3.2-1B-Instruct | Q4 | 123.91 tok/sEstimated Auto-generated benchmark | 1GB |
| google/gemma-3-1b-it | Q4 | 123.41 tok/sEstimated Auto-generated benchmark | 1GB |
| Qwen/Qwen2-0.5B | Q4 | 123.26 tok/sEstimated Auto-generated benchmark | 3GB |
| meta-llama/Meta-Llama-3-8B | Q4 | 123.23 tok/sEstimated Auto-generated benchmark | 4GB |
| facebook/sam3 | Q4 | 123.17 tok/sEstimated Auto-generated benchmark | 1GB |
| meta-llama/Llama-3.2-3B | Q4 | 123.10 tok/sEstimated Auto-generated benchmark | 2GB |
| GSAI-ML/LLaDA-8B-Instruct | Q4 | 122.95 tok/sEstimated Auto-generated benchmark | 4GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-4bit | Q4 | 122.84 tok/sEstimated Auto-generated benchmark | 2GB |
| MiniMaxAI/MiniMax-M2 | Q4 | 122.48 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-7B-Instruct | Q4 | 122.44 tok/sEstimated Auto-generated benchmark | 4GB |
| ibm-granite/granite-docling-258M | Q4 | 122.24 tok/sEstimated Auto-generated benchmark | 4GB |
| GSAI-ML/LLaDA-8B-Base | Q4 | 121.94 tok/sEstimated Auto-generated benchmark | 4GB |
| trl-internal-testing/tiny-LlamaForCausalLM-3.2 | Q4 | 121.50 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B-Thinking-2507-FP8 | Q4 | 121.49 tok/sEstimated Auto-generated benchmark | 2GB |
| unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit | Q4 | 121.47 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-8B-FP8 | Q4 | 121.44 tok/sEstimated Auto-generated benchmark | 4GB |
| mistralai/Mistral-7B-Instruct-v0.2 | Q4 | 121.27 tok/sEstimated Auto-generated benchmark | 4GB |
| tencent/HunyuanVideo-1.5 | Q4 | 121.11 tok/sEstimated Auto-generated benchmark | 4GB |
| ibm-granite/granite-3.3-8b-instruct | Q4 | 121.07 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-3.5-vision-instruct | Q4 | 119.70 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B-Base | Q4 | 119.57 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen3-0.6B | Q4 | 119.36 tok/sEstimated Auto-generated benchmark | 3GB |
| rinna/japanese-gpt-neox-small | Q4 | 119.34 tok/sEstimated Auto-generated benchmark | 4GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit | Q4 | 119.33 tok/sEstimated Auto-generated benchmark | 2GB |
| Alibaba-NLP/gte-Qwen2-1.5B-instruct | Q4 | 119.31 tok/sEstimated Auto-generated benchmark | 3GB |
| microsoft/Phi-3.5-mini-instruct | Q4 | 119.29 tok/sEstimated Auto-generated benchmark | 2GB |
| huggyllama/llama-7b | Q4 | 119.24 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B-Instruct-2507 | Q4 | 119.18 tok/sEstimated Auto-generated benchmark | 2GB |
| distilbert/distilgpt2 | Q4 | 118.82 tok/sEstimated Auto-generated benchmark | 4GB |
| mistralai/Mistral-7B-Instruct-v0.1 | Q4 | 118.62 tok/sEstimated Auto-generated benchmark | 4GB |
| parler-tts/parler-tts-large-v1 | Q4 | 118.07 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-7B | Q4 | 117.71 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Meta-Llama-3-8B-Instruct | Q4 | 117.68 tok/sEstimated Auto-generated benchmark | 4GB |
| llamafactory/tiny-random-Llama-3 | Q4 | 117.67 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-Coder-1.5B | Q4 | 117.65 tok/sEstimated Auto-generated benchmark | 3GB |
| openai-community/gpt2 | Q4 | 117.24 tok/sEstimated Auto-generated benchmark | 4GB |
| zai-org/GLM-4.5-Air | Q4 | 117.02 tok/sEstimated Auto-generated benchmark | 4GB |
| liuhaotian/llava-v1.5-7b | Q4 | 116.75 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-Guard-3-8B | Q4 | 116.72 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-3-mini-4k-instruct | Q4 | 116.33 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-R1-Distill-Llama-8B | Q4 | 115.88 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-Reranker-0.6B | Q4 | 115.68 tok/sEstimated Auto-generated benchmark | 3GB |
| allenai/Olmo-3-7B-Think | Q4 | 115.56 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/phi-2 | Q4 | 115.54 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-2-7b-chat-hf | Q4 | 115.33 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-0.5B-Instruct | Q4 | 114.83 tok/sEstimated Auto-generated benchmark | 3GB |
| BSC-LT/salamandraTA-7b-instruct | Q4 | 114.71 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/DialoGPT-medium | Q4 | 114.57 tok/sEstimated Auto-generated benchmark | 4GB |
| EleutherAI/gpt-neo-125m | Q4 | 114.43 tok/sEstimated Auto-generated benchmark | 4GB |
| black-forest-labs/FLUX.2-dev | Q4 | 114.43 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B | Q4 | 114.00 tok/sEstimated Auto-generated benchmark | 2GB |
| microsoft/Phi-4-multimodal-instruct | Q4 | 113.86 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-Embedding-8B | Q4 | 113.75 tok/sEstimated Auto-generated benchmark | 4GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-8bit | Q4 | 113.70 tok/sEstimated Auto-generated benchmark | 2GB |
| IlyaGusev/saiga_llama3_8b | Q4 | 113.56 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2-1.5B-Instruct | Q4 | 112.87 tok/sEstimated Auto-generated benchmark | 3GB |
| zai-org/GLM-4.6-FP8 | Q4 | 112.55 tok/sEstimated Auto-generated benchmark | 4GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-4bit | Q4 | 112.45 tok/sEstimated Auto-generated benchmark | 4GB |
| lmsys/vicuna-7b-v1.5 | Q4 | 112.19 tok/sEstimated Auto-generated benchmark | 4GB |
| unsloth/mistral-7b-v0.3-bnb-4bit | Q4 | 112.10 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-0.5B | Q4 | 112.01 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen3-Embedding-4B | Q4 | 111.84 tok/sEstimated Auto-generated benchmark | 2GB |
| meta-llama/Llama-3.1-8B | Q4 | 111.78 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/VibeVoice-1.5B | Q4 | 111.32 tok/sEstimated Auto-generated benchmark | 3GB |
| meta-llama/Llama-2-7b-hf | Q4 | 111.24 tok/sEstimated Auto-generated benchmark | 4GB |
| petals-team/StableBeluga2 | Q4 | 111.10 tok/sEstimated Auto-generated benchmark | 4GB |
| openai-community/gpt2-large | Q4 | 111.01 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2-7B-Instruct | Q4 | 110.95 tok/sEstimated Auto-generated benchmark | 4GB |
| skt/kogpt2-base-v2 | Q4 | 110.85 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-R1 | Q4 | 110.37 tok/sEstimated Auto-generated benchmark | 4GB |
| openai-community/gpt2-medium | Q4 | 110.04 tok/sEstimated Auto-generated benchmark | 4GB |
| NousResearch/Meta-Llama-3.1-8B-Instruct | Q4 | 109.80 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-3.2-3B-Instruct | Q4 | 109.74 tok/sEstimated Auto-generated benchmark | 2GB |
| mistralai/Mistral-7B-v0.1 | Q4 | 109.29 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-8B-Base | Q4 | 108.99 tok/sEstimated Auto-generated benchmark | 4GB |
| black-forest-labs/FLUX.1-dev | Q4 | 108.62 tok/sEstimated Auto-generated benchmark | 4GB |
| HuggingFaceM4/tiny-random-LlamaForCausalLM | Q4 | 108.37 tok/sEstimated Auto-generated benchmark | 4GB |
| HuggingFaceTB/SmolLM2-135M | Q4 | 108.37 tok/sEstimated Auto-generated benchmark | 4GB |
| bigscience/bloomz-560m | Q4 | 108.30 tok/sEstimated Auto-generated benchmark | 4GB |
| EleutherAI/pythia-70m-deduped | Q4 | 108.25 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-7B-Instruct | Q4 | 108.15 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-Math-1.5B | Q4 | 107.93 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen3-1.7B-Base | Q4 | 107.85 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-3.1-8B-Instruct | Q4 | 107.63 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-V3.1 | Q4 | 107.13 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-3.5-mini-instruct | Q4 | 107.12 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-3-mini-128k-instruct | Q4 | 107.11 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/Phi-4-mini-instruct | Q4 | 106.71 tok/sEstimated Auto-generated benchmark | 4GB |
| Gensyn/Qwen2.5-0.5B-Instruct | Q4 | 106.51 tok/sEstimated Auto-generated benchmark | 3GB |
| rednote-hilab/dots.ocr | Q4 | 106.43 tok/sEstimated Auto-generated benchmark | 4GB |
| microsoft/DialoGPT-small | Q4 | 106.32 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-Coder-7B-Instruct | Q4 | 106.28 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-8B | Q4 | 106.28 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen-Image-Edit-2509 | Q4 | 106.09 tok/sEstimated Auto-generated benchmark | 4GB |
| Tongyi-MAI/Z-Image-Turbo | Q4 | 105.74 tok/sEstimated Auto-generated benchmark | 4GB |
| google/gemma-3-270m-it | Q4 | 105.71 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-0.6B-Base | Q4 | 105.62 tok/sEstimated Auto-generated benchmark | 3GB |
| openai-community/gpt2-xl | Q4 | 105.40 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-V3 | Q4 | 105.35 tok/sEstimated Auto-generated benchmark | 4GB |
| sshleifer/tiny-gpt2 | Q4 | 105.27 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct | Q4 | 104.82 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-1.7B | Q4 | 104.79 tok/sEstimated Auto-generated benchmark | 4GB |
| facebook/opt-125m | Q4 | 104.60 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-V3-0324 | Q4 | 104.49 tok/sEstimated Auto-generated benchmark | 4GB |
| HuggingFaceH4/zephyr-7b-beta | Q4 | 104.31 tok/sEstimated Auto-generated benchmark | 4GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B | Q4 | 104.25 tok/sEstimated Auto-generated benchmark | 3GB |
| google/gemma-2-2b-it | Q8 | 104.16 tok/sEstimated Auto-generated benchmark | 2GB |
| apple/OpenELM-1_1B-Instruct | Q8 | 104.16 tok/sEstimated Auto-generated benchmark | 1GB |
| unsloth/Meta-Llama-3.1-8B-Instruct | Q4 | 104.03 tok/sEstimated Auto-generated benchmark | 4GB |
| swiss-ai/Apertus-8B-Instruct-2509 | Q4 | 103.99 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2.5-1.5B | Q4 | 103.97 tok/sEstimated Auto-generated benchmark | 3GB |
| vikhyatk/moondream2 | Q4 | 103.89 tok/sEstimated Auto-generated benchmark | 4GB |
| unsloth/Llama-3.2-1B-Instruct | Q8 | 103.76 tok/sEstimated Auto-generated benchmark | 1GB |
| deepseek-ai/DeepSeek-R1-0528 | Q4 | 103.33 tok/sEstimated Auto-generated benchmark | 4GB |
| HuggingFaceTB/SmolLM-135M | Q4 | 103.23 tok/sEstimated Auto-generated benchmark | 4GB |
| hmellor/tiny-random-LlamaForCausalLM | Q4 | 103.10 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen2-0.5B-Instruct | Q4 | 103.01 tok/sEstimated Auto-generated benchmark | 3GB |
| trl-internal-testing/tiny-Qwen2ForCausalLM-2.5 | Q4 | 102.89 tok/sEstimated Auto-generated benchmark | 4GB |
| tencent/HunyuanOCR | Q8 | 102.79 tok/sEstimated Auto-generated benchmark | 2GB |
| dicta-il/dictalm2.0-instruct | Q4 | 102.71 tok/sEstimated Auto-generated benchmark | 4GB |
| google-bert/bert-base-uncased | Q8 | 102.62 tok/sEstimated Auto-generated benchmark | 1GB |
| microsoft/phi-4 | Q4 | 102.43 tok/sEstimated Auto-generated benchmark | 4GB |
| numind/NuExtract-1.5 | Q4 | 101.94 tok/sEstimated Auto-generated benchmark | 4GB |
| inference-net/Schematron-3B | Q8 | 101.78 tok/sEstimated Auto-generated benchmark | 3GB |
| unsloth/gemma-3-1b-it | Q8 | 99.80 tok/sEstimated Auto-generated benchmark | 1GB |
| Qwen/Qwen2.5-3B | Q8 | 97.53 tok/sEstimated Auto-generated benchmark | 3GB |
| ibm-research/PowerMoE-3b | Q8 | 96.01 tok/sEstimated Auto-generated benchmark | 3GB |
| deepseek-ai/DeepSeek-OCR | Q8 | 95.13 tok/sEstimated Auto-generated benchmark | 4GB |
| context-labs/meta-llama-Llama-3.2-3B-Instruct-FP16 | Q8 | 94.82 tok/sEstimated Auto-generated benchmark | 3GB |
| meta-llama/Llama-Guard-3-1B | Q8 | 94.80 tok/sEstimated Auto-generated benchmark | 1GB |
| WeiboAI/VibeThinker-1.5B | Q8 | 94.79 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen2.5-3B-Instruct | Q8 | 94.53 tok/sEstimated Auto-generated benchmark | 3GB |
| meta-llama/Llama-3.2-1B-Instruct | Q8 | 94.17 tok/sEstimated Auto-generated benchmark | 1GB |
| TinyLlama/TinyLlama-1.1B-Chat-v1.0 | Q8 | 93.96 tok/sEstimated Auto-generated benchmark | 1GB |
| ibm-granite/granite-3.3-2b-instruct | Q8 | 93.91 tok/sEstimated Auto-generated benchmark | 2GB |
| meta-llama/Llama-3.2-3B | Q8 | 93.54 tok/sEstimated Auto-generated benchmark | 3GB |
| allenai/OLMo-2-0425-1B | Q8 | 92.73 tok/sEstimated Auto-generated benchmark | 1GB |
| bigcode/starcoder2-3b | Q8 | 92.73 tok/sEstimated Auto-generated benchmark | 3GB |
| Qwen/Qwen2.5-14B | Q4 | 92.67 tok/sEstimated Auto-generated benchmark | 7GB |
| nari-labs/Dia2-2B | Q8 | 92.32 tok/sEstimated Auto-generated benchmark | 3GB |
| unsloth/Llama-3.2-3B-Instruct | Q8 | 91.81 tok/sEstimated Auto-generated benchmark | 3GB |
| google/embeddinggemma-300m | Q8 | 91.47 tok/sEstimated Auto-generated benchmark | 1GB |
| Qwen/Qwen2.5-14B-Instruct | Q4 | 91.28 tok/sEstimated Auto-generated benchmark | 8GB |
| NousResearch/Hermes-3-Llama-3.1-8B | Q4 | 90.98 tok/sEstimated Auto-generated benchmark | 4GB |
| facebook/sam3 | Q8 | 89.02 tok/sEstimated Auto-generated benchmark | 1GB |
| Qwen/Qwen3-14B | Q4 | 88.90 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-14B-Instruct | Q4 | 88.82 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Llama-3.2-3B-Instruct | Q8 | 88.68 tok/sEstimated Auto-generated benchmark | 3GB |
| meta-llama/Llama-3.2-1B | Q8 | 88.24 tok/sEstimated Auto-generated benchmark | 1GB |
| LiquidAI/LFM2-1.2B | Q8 | 88.15 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen3-14B-Base | Q4 | 88.07 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/deepseek-coder-1.3b-instruct | Q8 | 88.04 tok/sEstimated Auto-generated benchmark | 3GB |
| google-t5/t5-3b | Q8 | 87.24 tok/sEstimated Auto-generated benchmark | 3GB |
| google/gemma-2b | Q8 | 86.27 tok/sEstimated Auto-generated benchmark | 2GB |
| EssentialAI/rnj-1 | Q4 | 86.17 tok/sEstimated Auto-generated benchmark | 5GB |
| google/gemma-3-1b-it | Q8 | 86.14 tok/sEstimated Auto-generated benchmark | 1GB |
| Qwen/Qwen3-4B-Thinking-2507-FP8 | Q8 | 86.13 tok/sEstimated Auto-generated benchmark | 4GB |
| mistralai/Mistral-7B-Instruct-v0.1 | Q8 | 86.10 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-Math-1.5B | Q8 | 86.01 tok/sEstimated Auto-generated benchmark | 5GB |
| microsoft/Phi-3-medium-128k-instruct | Q4 | 85.87 tok/sEstimated Auto-generated benchmark | 7GB |
| hmellor/tiny-random-LlamaForCausalLM | Q8 | 85.84 tok/sEstimated Auto-generated benchmark | 7GB |
| HuggingFaceH4/zephyr-7b-beta | Q8 | 85.66 tok/sEstimated Auto-generated benchmark | 7GB |
| ai-forever/ruGPT-3.5-13B | Q4 | 85.52 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2-0.5B-Instruct | Q8 | 85.41 tok/sEstimated Auto-generated benchmark | 5GB |
| deepseek-ai/DeepSeek-R1 | Q8 | 85.26 tok/sEstimated Auto-generated benchmark | 7GB |
| EleutherAI/pythia-70m-deduped | Q8 | 85.14 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Llama-Guard-3-8B | Q8 | 84.93 tok/sEstimated Auto-generated benchmark | 9GB |
| zai-org/GLM-4.6-FP8 | Q8 | 84.67 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct | Q8 | 84.48 tok/sEstimated Auto-generated benchmark | 7GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit | Q8 | 84.30 tok/sEstimated Auto-generated benchmark | 4GB |
| vikhyatk/moondream2 | Q8 | 84.22 tok/sEstimated Auto-generated benchmark | 7GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-8bit | Q8 | 84.15 tok/sEstimated Auto-generated benchmark | 9GB |
| google/gemma-2-9b-it | Q4 | 84.08 tok/sEstimated Auto-generated benchmark | 5GB |
| deepseek-ai/DeepSeek-V3 | Q8 | 83.97 tok/sEstimated Auto-generated benchmark | 7GB |
| Tongyi-MAI/Z-Image-Turbo | Q8 | 83.91 tok/sEstimated Auto-generated benchmark | 8GB |
| Qwen/Qwen2.5-7B-Instruct | Q8 | 83.84 tok/sEstimated Auto-generated benchmark | 7GB |
| MiniMaxAI/MiniMax-M2 | Q8 | 83.41 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/Phi-3.5-mini-instruct | Q8 | 83.39 tok/sEstimated Auto-generated benchmark | 7GB |
| liuhaotian/llava-v1.5-7b | Q8 | 83.34 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/Phi-3-mini-4k-instruct | Q8 | 83.29 tok/sEstimated Auto-generated benchmark | 7GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-4bit | Q8 | 83.28 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen3-8B | Q8 | 83.23 tok/sEstimated Auto-generated benchmark | 9GB |
| meta-llama/Llama-3.1-8B-Instruct | Q4 | 83.18 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-2-13b-chat-hf | Q4 | 83.00 tok/sEstimated Auto-generated benchmark | 7GB |
| GSAI-ML/LLaDA-8B-Base | Q8 | 82.89 tok/sEstimated Auto-generated benchmark | 9GB |
| swiss-ai/Apertus-8B-Instruct-2509 | Q8 | 82.77 tok/sEstimated Auto-generated benchmark | 9GB |
| petals-team/StableBeluga2 | Q8 | 82.56 tok/sEstimated Auto-generated benchmark | 7GB |
| Gensyn/Qwen2.5-0.5B-Instruct | Q8 | 82.49 tok/sEstimated Auto-generated benchmark | 5GB |
| microsoft/Phi-4-mini-instruct | Q8 | 82.40 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2-7B-Instruct | Q8 | 82.36 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/Phi-3-mini-128k-instruct | Q8 | 82.35 tok/sEstimated Auto-generated benchmark | 7GB |
| unsloth/Meta-Llama-3.1-8B-Instruct | Q8 | 82.33 tok/sEstimated Auto-generated benchmark | 9GB |
| OpenPipe/Qwen3-14B-Instruct | Q4 | 82.31 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-1.5B-Instruct | Q8 | 82.14 tok/sEstimated Auto-generated benchmark | 5GB |
| BSC-LT/salamandraTA-7b-instruct | Q8 | 81.84 tok/sEstimated Auto-generated benchmark | 7GB |
| google/gemma-3-270m-it | Q8 | 81.59 tok/sEstimated Auto-generated benchmark | 7GB |
| GSAI-ML/LLaDA-8B-Instruct | Q8 | 81.53 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen2.5-0.5B | Q8 | 81.39 tok/sEstimated Auto-generated benchmark | 5GB |
| microsoft/DialoGPT-small | Q8 | 81.29 tok/sEstimated Auto-generated benchmark | 7GB |
| HuggingFaceTB/SmolLM-135M | Q8 | 81.20 tok/sEstimated Auto-generated benchmark | 7GB |
| parler-tts/parler-tts-large-v1 | Q8 | 81.09 tok/sEstimated Auto-generated benchmark | 7GB |
| mistralai/Ministral-3-14B-Instruct-2512 | Q4 | 80.84 tok/sEstimated Auto-generated benchmark | 8GB |
| microsoft/phi-2 | Q8 | 80.83 tok/sEstimated Auto-generated benchmark | 7GB |
| HuggingFaceTB/SmolLM2-135M | Q8 | 80.81 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-1.7B-Base | Q8 | 80.80 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2-0.5B | Q8 | 80.75 tok/sEstimated Auto-generated benchmark | 5GB |
| Qwen/Qwen-Image-Edit-2509 | Q8 | 80.68 tok/sEstimated Auto-generated benchmark | 8GB |
| allenai/Olmo-3-7B-Think | Q8 | 80.30 tok/sEstimated Auto-generated benchmark | 8GB |
| meta-llama/Llama-3.1-8B | Q8 | 80.14 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen3-8B-FP8 | Q8 | 80.09 tok/sEstimated Auto-generated benchmark | 9GB |
| trl-internal-testing/tiny-Qwen2ForCausalLM-2.5 | Q8 | 79.89 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Meta-Llama-3-8B-Instruct | Q8 | 79.87 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen3-Embedding-4B | Q8 | 79.67 tok/sEstimated Auto-generated benchmark | 4GB |
| openai-community/gpt2 | Q8 | 79.61 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Llama-2-7b-hf | Q8 | 79.52 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/DeepSeek-R1-0528 | Q8 | 79.51 tok/sEstimated Auto-generated benchmark | 7GB |
| openai-community/gpt2-xl | Q8 | 79.48 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Meta-Llama-3-8B | Q8 | 79.19 tok/sEstimated Auto-generated benchmark | 9GB |
| nvidia/NVIDIA-Nemotron-Nano-9B-v2 | Q4 | 79.06 tok/sEstimated Auto-generated benchmark | 5GB |
| microsoft/Phi-4-multimodal-instruct | Q8 | 78.83 tok/sEstimated Auto-generated benchmark | 7GB |
| dicta-il/dictalm2.0-instruct | Q8 | 78.72 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-0.5B-Instruct | Q8 | 78.63 tok/sEstimated Auto-generated benchmark | 5GB |
| Qwen/Qwen3-4B-Instruct-2507 | Q8 | 78.55 tok/sEstimated Auto-generated benchmark | 4GB |
| HuggingFaceM4/tiny-random-LlamaForCausalLM | Q8 | 78.53 tok/sEstimated Auto-generated benchmark | 7GB |
| ibm-granite/granite-docling-258M | Q8 | 78.48 tok/sEstimated Auto-generated benchmark | 7GB |
| rednote-hilab/dots.ocr | Q8 | 78.43 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-1.5B | Q8 | 78.26 tok/sEstimated Auto-generated benchmark | 5GB |
| unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit | Q8 | 78.16 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen3-Embedding-8B | Q8 | 78.07 tok/sEstimated Auto-generated benchmark | 9GB |
| deepseek-ai/DeepSeek-V3-0324 | Q8 | 77.76 tok/sEstimated Auto-generated benchmark | 7GB |
| black-forest-labs/FLUX.1-dev | Q8 | 77.76 tok/sEstimated Auto-generated benchmark | 8GB |
| mistralai/Mistral-7B-Instruct-v0.2 | Q8 | 77.55 tok/sEstimated Auto-generated benchmark | 7GB |
| black-forest-labs/FLUX.2-dev | Q8 | 77.53 tok/sEstimated Auto-generated benchmark | 8GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-4bit | Q8 | 77.26 tok/sEstimated Auto-generated benchmark | 4GB |
| Qwen/Qwen3-4B-Thinking-2507 | Q8 | 77.14 tok/sEstimated Auto-generated benchmark | 4GB |
| zai-org/GLM-4.5-Air | Q8 | 77.12 tok/sEstimated Auto-generated benchmark | 7GB |
| facebook/opt-125m | Q8 | 77.11 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-Coder-1.5B | Q8 | 77.02 tok/sEstimated Auto-generated benchmark | 5GB |
| mistralai/Mistral-7B-v0.1 | Q8 | 76.78 tok/sEstimated Auto-generated benchmark | 7GB |
| ibm-granite/granite-3.3-8b-instruct | Q8 | 76.41 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen3-0.6B | Q8 | 76.39 tok/sEstimated Auto-generated benchmark | 6GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-7B | Q8 | 76.13 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/DialoGPT-medium | Q8 | 76.06 tok/sEstimated Auto-generated benchmark | 7GB |
| trl-internal-testing/tiny-random-LlamaForCausalLM | Q8 | 75.98 tok/sEstimated Auto-generated benchmark | 7GB |
| Alibaba-NLP/gte-Qwen2-1.5B-instruct | Q8 | 75.94 tok/sEstimated Auto-generated benchmark | 5GB |
| openai-community/gpt2-large | Q8 | 75.93 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-Embedding-0.6B | Q8 | 75.82 tok/sEstimated Auto-generated benchmark | 6GB |
| tencent/HunyuanVideo-1.5 | Q8 | 75.72 tok/sEstimated Auto-generated benchmark | 8GB |
| Qwen/Qwen2.5-7B | Q8 | 75.59 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-Coder-7B-Instruct | Q8 | 75.54 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/phi-4 | Q8 | 75.53 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-8B-Base | Q8 | 75.44 tok/sEstimated Auto-generated benchmark | 9GB |
| meta-llama/Llama-3.1-8B-Instruct | Q8 | 75.33 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen3-4B | Q8 | 75.33 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-2-7b-chat-hf | Q8 | 75.25 tok/sEstimated Auto-generated benchmark | 7GB |
| EleutherAI/gpt-neo-125m | Q8 | 75.08 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-Reranker-0.6B | Q8 | 75.01 tok/sEstimated Auto-generated benchmark | 6GB |
| Qwen/Qwen3-4B-Base | Q8 | 74.91 tok/sEstimated Auto-generated benchmark | 4GB |
| trl-internal-testing/tiny-LlamaForCausalLM-3.2 | Q8 | 74.83 tok/sEstimated Auto-generated benchmark | 7GB |
| meta-llama/Llama-3.2-3B-Instruct | Q8 | 74.81 tok/sEstimated Auto-generated benchmark | 3GB |
| huggyllama/llama-7b | Q8 | 74.67 tok/sEstimated Auto-generated benchmark | 7GB |
| NousResearch/Meta-Llama-3.1-8B-Instruct | Q8 | 74.27 tok/sEstimated Auto-generated benchmark | 9GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B | Q8 | 74.12 tok/sEstimated Auto-generated benchmark | 5GB |
| sshleifer/tiny-gpt2 | Q8 | 74.09 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/Phi-3.5-mini-instruct | Q8 | 74.08 tok/sEstimated Auto-generated benchmark | 4GB |
| unsloth/mistral-7b-v0.3-bnb-4bit | Q8 | 73.92 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-0.6B-Base | Q8 | 73.77 tok/sEstimated Auto-generated benchmark | 6GB |
| microsoft/VibeVoice-1.5B | Q8 | 73.57 tok/sEstimated Auto-generated benchmark | 5GB |
| llamafactory/tiny-random-Llama-3 | Q8 | 73.44 tok/sEstimated Auto-generated benchmark | 7GB |
| IlyaGusev/saiga_llama3_8b | Q8 | 73.40 tok/sEstimated Auto-generated benchmark | 9GB |
| deepseek-ai/DeepSeek-V3.1 | Q8 | 73.31 tok/sEstimated Auto-generated benchmark | 7GB |
| rinna/japanese-gpt-neox-small | Q8 | 73.25 tok/sEstimated Auto-generated benchmark | 7GB |
| openai-community/gpt2-medium | Q8 | 73.13 tok/sEstimated Auto-generated benchmark | 7GB |
| numind/NuExtract-1.5 | Q8 | 73.07 tok/sEstimated Auto-generated benchmark | 7GB |
| deepseek-ai/DeepSeek-R1-Distill-Llama-8B | Q8 | 73.00 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen2-1.5B-Instruct | Q8 | 72.96 tok/sEstimated Auto-generated benchmark | 5GB |
| distilbert/distilgpt2 | Q8 | 72.95 tok/sEstimated Auto-generated benchmark | 7GB |
| microsoft/Phi-3.5-vision-instruct | Q8 | 72.87 tok/sEstimated Auto-generated benchmark | 7GB |
| lmsys/vicuna-7b-v1.5 | Q8 | 72.81 tok/sEstimated Auto-generated benchmark | 7GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-8bit | Q8 | 72.81 tok/sEstimated Auto-generated benchmark | 4GB |
| bigscience/bloomz-560m | Q8 | 72.69 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen3-1.7B | Q8 | 72.36 tok/sEstimated Auto-generated benchmark | 7GB |
| skt/kogpt2-base-v2 | Q8 | 72.31 tok/sEstimated Auto-generated benchmark | 7GB |
| Qwen/Qwen2.5-7B-Instruct | Q8 | 72.16 tok/sEstimated Auto-generated benchmark | 8GB |
| kaitchup/Phi-3-mini-4k-instruct-gptq-4bit | Q8 | 72.05 tok/sEstimated Auto-generated benchmark | 4GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-5bit | Q4 | 66.49 tok/sEstimated Auto-generated benchmark | 15GB |
| mlx-community/gpt-oss-20b-MXFP4-Q8 | Q4 | 65.04 tok/sEstimated Auto-generated benchmark | 10GB |
| openai/gpt-oss-20b | Q4 | 64.39 tok/sEstimated Auto-generated benchmark | 10GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507 | Q4 | 64.33 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507-FP8 | Q4 | 64.01 tok/sEstimated Auto-generated benchmark | 15GB |
| OpenPipe/Qwen3-14B-Instruct | Q8 | 63.63 tok/sEstimated Auto-generated benchmark | 14GB |
| mistralai/Ministral-3-14B-Instruct-2512 | Q8 | 63.41 tok/sEstimated Auto-generated benchmark | 16GB |
| Qwen/Qwen2.5-14B-Instruct | Q8 | 63.14 tok/sEstimated Auto-generated benchmark | 14GB |
| Qwen/Qwen2.5-14B-Instruct | Q8 | 62.72 tok/sEstimated Auto-generated benchmark | 15GB |
| unsloth/gpt-oss-20b-unsloth-bnb-4bit | Q4 | 62.42 tok/sEstimated Auto-generated benchmark | 10GB |
| nvidia/NVIDIA-Nemotron-Nano-9B-v2 | Q8 | 62.14 tok/sEstimated Auto-generated benchmark | 10GB |
| Qwen/Qwen2.5-14B | Q8 | 62.06 tok/sEstimated Auto-generated benchmark | 14GB |
| unsloth/gpt-oss-20b-BF16 | Q4 | 61.16 tok/sEstimated Auto-generated benchmark | 10GB |
| meta-llama/Llama-2-13b-chat-hf | Q8 | 60.50 tok/sEstimated Auto-generated benchmark | 13GB |
| google/gemma-2-27b-it | Q4 | 60.37 tok/sEstimated Auto-generated benchmark | 14GB |
| ai-forever/ruGPT-3.5-13B | Q8 | 59.86 tok/sEstimated Auto-generated benchmark | 13GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit | Q4 | 59.81 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-Coder-30B-A3B-Instruct | Q4 | 59.48 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-14B-Base | Q8 | 59.30 tok/sEstimated Auto-generated benchmark | 14GB |
| NousResearch/Hermes-3-Llama-3.1-8B | Q8 | 59.10 tok/sEstimated Auto-generated benchmark | 9GB |
| openai/gpt-oss-safeguard-20b | Q4 | 57.99 tok/sEstimated Auto-generated benchmark | 11GB |
| Qwen/Qwen3-30B-A3B-Thinking-2507 | Q4 | 57.86 tok/sEstimated Auto-generated benchmark | 15GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-4bit | Q4 | 57.71 tok/sEstimated Auto-generated benchmark | 15GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit | Q4 | 57.24 tok/sEstimated Auto-generated benchmark | 15GB |
| mistralai/Mistral-Small-Instruct-2409 | Q4 | 57.19 tok/sEstimated Auto-generated benchmark | 11GB |
| google/gemma-3-1b-it | FP16 | 56.78 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen2.5-3B-Instruct | FP16 | 56.70 tok/sEstimated Auto-generated benchmark | 6GB |
| Qwen/Qwen3-30B-A3B | Q4 | 56.46 tok/sEstimated Auto-generated benchmark | 15GB |
| google/gemma-2-9b-it | Q8 | 55.57 tok/sEstimated Auto-generated benchmark | 10GB |
| unsloth/Llama-3.2-3B-Instruct | FP16 | 55.51 tok/sEstimated Auto-generated benchmark | 6GB |
| microsoft/Phi-3-medium-128k-instruct | Q8 | 55.44 tok/sEstimated Auto-generated benchmark | 14GB |
| meta-llama/Llama-3.1-8B-Instruct | Q8 | 55.20 tok/sEstimated Auto-generated benchmark | 9GB |
| bigcode/starcoder2-3b | FP16 | 55.20 tok/sEstimated Auto-generated benchmark | 6GB |
| unsloth/Llama-3.2-1B-Instruct | FP16 | 55.17 tok/sEstimated Auto-generated benchmark | 2GB |
| meta-llama/Llama-3.2-3B | FP16 | 55.00 tok/sEstimated Auto-generated benchmark | 6GB |
| TinyLlama/TinyLlama-1.1B-Chat-v1.0 | FP16 | 54.99 tok/sEstimated Auto-generated benchmark | 2GB |
| EssentialAI/rnj-1 | Q8 | 54.81 tok/sEstimated Auto-generated benchmark | 10GB |
| WeiboAI/VibeThinker-1.5B | FP16 | 54.59 tok/sEstimated Auto-generated benchmark | 4GB |
| google-t5/t5-3b | FP16 | 54.31 tok/sEstimated Auto-generated benchmark | 6GB |
| Qwen/Qwen3-14B | Q8 | 53.94 tok/sEstimated Auto-generated benchmark | 14GB |
| meta-llama/Llama-Guard-3-1B | FP16 | 53.43 tok/sEstimated Auto-generated benchmark | 2GB |
| deepseek-ai/DeepSeek-OCR | FP16 | 53.39 tok/sEstimated Auto-generated benchmark | 7GB |
| allenai/OLMo-2-0425-1B | FP16 | 53.14 tok/sEstimated Auto-generated benchmark | 2GB |
| google-bert/bert-base-uncased | FP16 | 52.81 tok/sEstimated Auto-generated benchmark | 1GB |
| tencent/HunyuanOCR | FP16 | 52.68 tok/sEstimated Auto-generated benchmark | 3GB |
| google/gemma-2b | FP16 | 52.60 tok/sEstimated Auto-generated benchmark | 4GB |
| ibm-granite/granite-3.3-2b-instruct | FP16 | 52.47 tok/sEstimated Auto-generated benchmark | 4GB |
| LiquidAI/LFM2-1.2B | FP16 | 51.18 tok/sEstimated Auto-generated benchmark | 4GB |
| inference-net/Schematron-3B | FP16 | 51.13 tok/sEstimated Auto-generated benchmark | 6GB |
| unsloth/gemma-3-1b-it | FP16 | 50.61 tok/sEstimated Auto-generated benchmark | 2GB |
| context-labs/meta-llama-Llama-3.2-3B-Instruct-FP16 | FP16 | 49.50 tok/sEstimated Auto-generated benchmark | 6GB |
| google/gemma-2-2b-it | FP16 | 49.32 tok/sEstimated Auto-generated benchmark | 4GB |
| meta-llama/Llama-3.2-1B-Instruct | FP16 | 48.75 tok/sEstimated Auto-generated benchmark | 2GB |
| meta-llama/Llama-3.2-1B | FP16 | 48.49 tok/sEstimated Auto-generated benchmark | 2GB |
| deepseek-ai/deepseek-coder-1.3b-instruct | FP16 | 48.43 tok/sEstimated Auto-generated benchmark | 6GB |
| unsloth/gpt-oss-20b-unsloth-bnb-4bit | Q8 | 47.86 tok/sEstimated Auto-generated benchmark | 20GB |
| google/embeddinggemma-300m | FP16 | 47.72 tok/sEstimated Auto-generated benchmark | 1GB |
| ibm-research/PowerMoE-3b | FP16 | 47.70 tok/sEstimated Auto-generated benchmark | 6GB |
| Qwen/Qwen3-30B-A3B-Thinking-2507 | Q8 | 47.67 tok/sEstimated Auto-generated benchmark | 31GB |
| nari-labs/Dia2-2B | FP16 | 47.28 tok/sEstimated Auto-generated benchmark | 5GB |
| meta-llama/Llama-3.2-3B-Instruct | FP16 | 47.13 tok/sEstimated Auto-generated benchmark | 6GB |
| Qwen/Qwen2.5-Coder-1.5B | FP16 | 47.05 tok/sEstimated Auto-generated benchmark | 11GB |
| HuggingFaceM4/tiny-random-LlamaForCausalLM | FP16 | 46.90 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/phi-2 | FP16 | 46.90 tok/sEstimated Auto-generated benchmark | 15GB |
| facebook/sam3 | FP16 | 46.88 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen-Image-Edit-2509 | FP16 | 46.82 tok/sEstimated Auto-generated benchmark | 16GB |
| Qwen/Qwen3-1.7B | FP16 | 46.81 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-1.5B | FP16 | 46.76 tok/sEstimated Auto-generated benchmark | 11GB |
| skt/kogpt2-base-v2 | FP16 | 46.74 tok/sEstimated Auto-generated benchmark | 15GB |
| deepseek-ai/DeepSeek-R1-Distill-Llama-8B | FP16 | 46.72 tok/sEstimated Auto-generated benchmark | 17GB |
| deepseek-ai/DeepSeek-V3-0324 | FP16 | 46.67 tok/sEstimated Auto-generated benchmark | 15GB |
| llamafactory/tiny-random-Llama-3 | FP16 | 46.62 tok/sEstimated Auto-generated benchmark | 15GB |
| deepseek-ai/DeepSeek-V3 | FP16 | 46.58 tok/sEstimated Auto-generated benchmark | 15GB |
| apple/OpenELM-1_1B-Instruct | FP16 | 46.53 tok/sEstimated Auto-generated benchmark | 2GB |
| Qwen/Qwen2.5-3B | FP16 | 46.50 tok/sEstimated Auto-generated benchmark | 6GB |
| lmsys/vicuna-7b-v1.5 | FP16 | 46.37 tok/sEstimated Auto-generated benchmark | 15GB |
| black-forest-labs/FLUX.2-dev | FP16 | 46.32 tok/sEstimated Auto-generated benchmark | 16GB |
| Qwen/Qwen2.5-1.5B-Instruct | FP16 | 46.22 tok/sEstimated Auto-generated benchmark | 11GB |
| Qwen/Qwen3-4B-Thinking-2507 | FP16 | 46.15 tok/sEstimated Auto-generated benchmark | 9GB |
| Gensyn/Qwen2.5-0.5B-Instruct | FP16 | 45.98 tok/sEstimated Auto-generated benchmark | 11GB |
| unsloth/mistral-7b-v0.3-bnb-4bit | FP16 | 45.95 tok/sEstimated Auto-generated benchmark | 15GB |
| facebook/opt-125m | FP16 | 45.94 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-7B-Instruct | FP16 | 45.91 tok/sEstimated Auto-generated benchmark | 16GB |
| GSAI-ML/LLaDA-8B-Base | FP16 | 45.84 tok/sEstimated Auto-generated benchmark | 17GB |
| BSC-LT/salamandraTA-7b-instruct | FP16 | 45.64 tok/sEstimated Auto-generated benchmark | 15GB |
| HuggingFaceTB/SmolLM2-135M | FP16 | 45.62 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/DialoGPT-medium | FP16 | 45.62 tok/sEstimated Auto-generated benchmark | 15GB |
| ibm-granite/granite-3.3-8b-instruct | FP16 | 45.62 tok/sEstimated Auto-generated benchmark | 17GB |
| trl-internal-testing/tiny-random-LlamaForCausalLM | FP16 | 45.55 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507 | Q8 | 45.52 tok/sEstimated Auto-generated benchmark | 31GB |
| Qwen/Qwen2-1.5B-Instruct | FP16 | 45.50 tok/sEstimated Auto-generated benchmark | 11GB |
| ibm-granite/granite-docling-258M | FP16 | 45.48 tok/sEstimated Auto-generated benchmark | 15GB |
| openai/gpt-oss-safeguard-20b | Q8 | 45.46 tok/sEstimated Auto-generated benchmark | 22GB |
| Qwen/Qwen2.5-7B-Instruct | FP16 | 45.34 tok/sEstimated Auto-generated benchmark | 15GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B | FP16 | 45.32 tok/sEstimated Auto-generated benchmark | 11GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit | Q8 | 45.29 tok/sEstimated Auto-generated benchmark | 31GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-6bit | FP16 | 45.26 tok/sEstimated Auto-generated benchmark | 9GB |
| openai-community/gpt2-medium | FP16 | 45.25 tok/sEstimated Auto-generated benchmark | 15GB |
| hmellor/tiny-random-LlamaForCausalLM | FP16 | 45.19 tok/sEstimated Auto-generated benchmark | 15GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-4bit | Q8 | 45.11 tok/sEstimated Auto-generated benchmark | 31GB |
| HuggingFaceH4/zephyr-7b-beta | FP16 | 45.07 tok/sEstimated Auto-generated benchmark | 15GB |
| Alibaba-NLP/gte-Qwen2-1.5B-instruct | FP16 | 45.03 tok/sEstimated Auto-generated benchmark | 11GB |
| microsoft/Phi-3.5-vision-instruct | FP16 | 45.03 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-Embedding-0.6B | FP16 | 45.01 tok/sEstimated Auto-generated benchmark | 13GB |
| meta-llama/Llama-3.1-8B-Instruct | FP16 | 44.97 tok/sEstimated Auto-generated benchmark | 17GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-8bit | FP16 | 44.85 tok/sEstimated Auto-generated benchmark | 17GB |
| distilbert/distilgpt2 | FP16 | 44.83 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-0.5B | FP16 | 44.80 tok/sEstimated Auto-generated benchmark | 11GB |
| MiniMaxAI/MiniMax-M2 | FP16 | 44.76 tok/sEstimated Auto-generated benchmark | 15GB |
| meta-llama/Meta-Llama-3-8B | FP16 | 44.71 tok/sEstimated Auto-generated benchmark | 17GB |
| EleutherAI/pythia-70m-deduped | FP16 | 44.61 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-Reranker-0.6B | FP16 | 44.61 tok/sEstimated Auto-generated benchmark | 13GB |
| Qwen/Qwen3-Coder-30B-A3B-Instruct | Q8 | 44.60 tok/sEstimated Auto-generated benchmark | 31GB |
| openai-community/gpt2-xl | FP16 | 44.57 tok/sEstimated Auto-generated benchmark | 15GB |
| trl-internal-testing/tiny-LlamaForCausalLM-3.2 | FP16 | 44.46 tok/sEstimated Auto-generated benchmark | 15GB |
| parler-tts/parler-tts-large-v1 | FP16 | 44.46 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2.5-0.5B-Instruct | FP16 | 44.42 tok/sEstimated Auto-generated benchmark | 11GB |
| swiss-ai/Apertus-8B-Instruct-2509 | FP16 | 44.40 tok/sEstimated Auto-generated benchmark | 17GB |
| unsloth/Meta-Llama-3.1-8B-Instruct | FP16 | 44.32 tok/sEstimated Auto-generated benchmark | 17GB |
| zai-org/GLM-4.6-FP8 | FP16 | 44.30 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2-0.5B-Instruct | FP16 | 44.29 tok/sEstimated Auto-generated benchmark | 11GB |
| HuggingFaceTB/SmolLM-135M | FP16 | 44.18 tok/sEstimated Auto-generated benchmark | 15GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-4bit | FP16 | 44.11 tok/sEstimated Auto-generated benchmark | 9GB |
| rednote-hilab/dots.ocr | FP16 | 44.06 tok/sEstimated Auto-generated benchmark | 15GB |
| zai-org/GLM-4.5-Air | FP16 | 44.03 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/VibeVoice-1.5B | FP16 | 44.03 tok/sEstimated Auto-generated benchmark | 11GB |
| Qwen/Qwen3-Embedding-4B | FP16 | 44.00 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen2.5-7B | FP16 | 44.00 tok/sEstimated Auto-generated benchmark | 15GB |
| EleutherAI/gpt-neo-125m | FP16 | 43.88 tok/sEstimated Auto-generated benchmark | 15GB |
| meta-llama/Llama-3.1-8B | FP16 | 43.82 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507-FP8 | Q8 | 43.80 tok/sEstimated Auto-generated benchmark | 31GB |
| tencent/HunyuanVideo-1.5 | FP16 | 43.67 tok/sEstimated Auto-generated benchmark | 16GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit | Q8 | 43.61 tok/sEstimated Auto-generated benchmark | 31GB |
| Qwen/Qwen3-4B-Instruct-2507 | FP16 | 43.58 tok/sEstimated Auto-generated benchmark | 9GB |
| moonshotai/Kimi-K2-Thinking | Q4 | 43.51 tok/sEstimated Auto-generated benchmark | 489GB |
| microsoft/Phi-3-mini-4k-instruct | FP16 | 43.51 tok/sEstimated Auto-generated benchmark | 15GB |
| unsloth/gpt-oss-20b-BF16 | Q8 | 43.44 tok/sEstimated Auto-generated benchmark | 20GB |
| mistralai/Mistral-7B-Instruct-v0.1 | FP16 | 43.40 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-30B-A3B | Q8 | 43.20 tok/sEstimated Auto-generated benchmark | 31GB |
| Qwen/Qwen2-7B-Instruct | FP16 | 43.14 tok/sEstimated Auto-generated benchmark | 15GB |
| unsloth/DeepSeek-R1-Distill-Qwen-32B-bnb-4bit | Q4 | 43.06 tok/sEstimated Auto-generated benchmark | 16GB |
| kaitchup/Phi-3-mini-4k-instruct-gptq-4bit | FP16 | 42.99 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen3-4B-Thinking-2507-FP8 | FP16 | 42.99 tok/sEstimated Auto-generated benchmark | 9GB |
| RedHatAI/Meta-Llama-3.1-70B-Instruct-quantized.w4a16 | Q4 | 42.98 tok/sEstimated Auto-generated benchmark | 34GB |
| Qwen/Qwen3-0.6B | FP16 | 42.94 tok/sEstimated Auto-generated benchmark | 13GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-5bit | Q8 | 42.93 tok/sEstimated Auto-generated benchmark | 31GB |
| openai-community/gpt2 | FP16 | 42.91 tok/sEstimated Auto-generated benchmark | 15GB |
| dicta-il/dictalm2.0-instruct | FP16 | 42.89 tok/sEstimated Auto-generated benchmark | 15GB |
| meta-llama/Meta-Llama-3-8B-Instruct | FP16 | 42.77 tok/sEstimated Auto-generated benchmark | 17GB |
| NousResearch/Meta-Llama-3.1-8B-Instruct | FP16 | 42.71 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen3-8B-FP8 | FP16 | 42.70 tok/sEstimated Auto-generated benchmark | 17GB |
| google/gemma-3-270m-it | FP16 | 42.63 tok/sEstimated Auto-generated benchmark | 15GB |
| meta-llama/Llama-3.1-70B-Instruct | Q4 | 42.61 tok/sEstimated Auto-generated benchmark | 34GB |
| deepseek-ai/DeepSeek-R1 | FP16 | 42.53 tok/sEstimated Auto-generated benchmark | 15GB |
| mistralai/Mistral-Small-Instruct-2409 | Q8 | 42.51 tok/sEstimated Auto-generated benchmark | 23GB |
| openai/gpt-oss-20b | Q8 | 42.41 tok/sEstimated Auto-generated benchmark | 20GB |
| microsoft/Phi-4-mini-instruct | FP16 | 42.39 tok/sEstimated Auto-generated benchmark | 15GB |
| allenai/Olmo-3-7B-Think | FP16 | 42.26 tok/sEstimated Auto-generated benchmark | 16GB |
| IlyaGusev/saiga_llama3_8b | FP16 | 42.22 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen2.5-Math-1.5B | FP16 | 42.22 tok/sEstimated Auto-generated benchmark | 11GB |
| deepseek-ai/deepseek-coder-33b-instruct | Q4 | 42.21 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen2.5-32B-Instruct | Q4 | 42.18 tok/sEstimated Auto-generated benchmark | 16GB |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-8bit | FP16 | 42.12 tok/sEstimated Auto-generated benchmark | 9GB |
| Qwen/Qwen3-8B | FP16 | 42.10 tok/sEstimated Auto-generated benchmark | 17GB |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-4bit | FP16 | 42.10 tok/sEstimated Auto-generated benchmark | 17GB |
| meta-llama/Llama-2-7b-hf | FP16 | 41.89 tok/sEstimated Auto-generated benchmark | 15GB |
| deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct | FP16 | 41.69 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/phi-4 | FP16 | 41.67 tok/sEstimated Auto-generated benchmark | 15GB |
| 01-ai/Yi-1.5-34B-Chat | Q4 | 41.57 tok/sEstimated Auto-generated benchmark | 18GB |
| Qwen/Qwen3-Embedding-8B | FP16 | 41.45 tok/sEstimated Auto-generated benchmark | 17GB |
| Tongyi-MAI/Z-Image-Turbo | FP16 | 41.44 tok/sEstimated Auto-generated benchmark | 16GB |
| microsoft/DialoGPT-small | FP16 | 41.43 tok/sEstimated Auto-generated benchmark | 15GB |
| meta-llama/Llama-2-7b-chat-hf | FP16 | 41.20 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/Phi-3-mini-128k-instruct | FP16 | 41.17 tok/sEstimated Auto-generated benchmark | 15GB |
| black-forest-labs/FLUX.1-dev | FP16 | 41.14 tok/sEstimated Auto-generated benchmark | 16GB |
| petals-team/StableBeluga2 | FP16 | 41.01 tok/sEstimated Auto-generated benchmark | 15GB |
| vikhyatk/moondream2 | FP16 | 40.97 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/Phi-3.5-mini-instruct | FP16 | 40.93 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/QwQ-32B-Preview | Q4 | 40.87 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen2.5-Coder-7B-Instruct | FP16 | 40.75 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/Phi-3.5-mini-instruct | FP16 | 40.70 tok/sEstimated Auto-generated benchmark | 8GB |
| numind/NuExtract-1.5 | FP16 | 40.67 tok/sEstimated Auto-generated benchmark | 15GB |
| deepseek-ai/DeepSeek-R1-0528 | FP16 | 40.64 tok/sEstimated Auto-generated benchmark | 15GB |
| RedHatAI/Llama-3.3-70B-Instruct-FP8-dynamic | Q4 | 40.63 tok/sEstimated Auto-generated benchmark | 34GB |
| google/gemma-2-27b-it | Q8 | 40.63 tok/sEstimated Auto-generated benchmark | 28GB |
| baichuan-inc/Baichuan-M2-32B | Q4 | 40.56 tok/sEstimated Auto-generated benchmark | 16GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-7B | FP16 | 40.56 tok/sEstimated Auto-generated benchmark | 15GB |
| mlx-community/gpt-oss-20b-MXFP4-Q8 | Q8 | 40.54 tok/sEstimated Auto-generated benchmark | 20GB |
| openai-community/gpt2-large | FP16 | 40.46 tok/sEstimated Auto-generated benchmark | 15GB |
| huggyllama/llama-7b | FP16 | 40.45 tok/sEstimated Auto-generated benchmark | 15GB |
| trl-internal-testing/tiny-Qwen2ForCausalLM-2.5 | FP16 | 40.38 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-4B-Base | FP16 | 40.22 tok/sEstimated Auto-generated benchmark | 9GB |
| rinna/japanese-gpt-neox-small | FP16 | 40.22 tok/sEstimated Auto-generated benchmark | 15GB |
| meta-llama/Llama-3.3-70B-Instruct | Q4 | 40.11 tok/sEstimated Auto-generated benchmark | 34GB |
| meta-llama/Llama-Guard-3-8B | FP16 | 40.02 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen3-0.6B-Base | FP16 | 39.93 tok/sEstimated Auto-generated benchmark | 13GB |
| GSAI-ML/LLaDA-8B-Instruct | FP16 | 39.90 tok/sEstimated Auto-generated benchmark | 17GB |
| liuhaotian/llava-v1.5-7b | FP16 | 39.77 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-8B-Base | FP16 | 39.75 tok/sEstimated Auto-generated benchmark | 17GB |
| mistralai/Mistral-7B-Instruct-v0.2 | FP16 | 39.68 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-4B | FP16 | 39.59 tok/sEstimated Auto-generated benchmark | 9GB |
| bigscience/bloomz-560m | FP16 | 39.52 tok/sEstimated Auto-generated benchmark | 15GB |
| mistralai/Mistral-7B-v0.1 | FP16 | 39.50 tok/sEstimated Auto-generated benchmark | 15GB |
| sshleifer/tiny-gpt2 | FP16 | 39.47 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen2-0.5B | FP16 | 39.46 tok/sEstimated Auto-generated benchmark | 11GB |
| unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit | FP16 | 39.34 tok/sEstimated Auto-generated benchmark | 17GB |
| meta-llama/Llama-3.2-3B-Instruct | FP16 | 39.25 tok/sEstimated Auto-generated benchmark | 7GB |
| dphn/dolphin-2.9.1-yi-1.5-34b | Q4 | 39.08 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen3-1.7B-Base | FP16 | 38.96 tok/sEstimated Auto-generated benchmark | 15GB |
| Qwen/Qwen3-32B | Q4 | 38.85 tok/sEstimated Auto-generated benchmark | 16GB |
| deepseek-ai/DeepSeek-V3.1 | FP16 | 38.85 tok/sEstimated Auto-generated benchmark | 15GB |
| microsoft/Phi-4-multimodal-instruct | FP16 | 38.80 tok/sEstimated Auto-generated benchmark | 15GB |
| deepseek-ai/DeepSeek-V2.5 | Q4 | 38.21 tok/sEstimated Auto-generated benchmark | 328GB |
| codellama/CodeLlama-34b-hf | Q4 | 37.81 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen2.5-Coder-32B-Instruct | Q4 | 37.32 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen2.5-32B | Q4 | 37.22 tok/sEstimated Auto-generated benchmark | 16GB |
| moonshotai/Kimi-Linear-48B-A3B-Instruct | Q4 | 36.56 tok/sEstimated Auto-generated benchmark | 25GB |
| meta-llama/Meta-Llama-3-70B-Instruct | Q4 | 36.39 tok/sEstimated Auto-generated benchmark | 34GB |
| Qwen/Qwen2.5-32B-Instruct | Q4 | 35.75 tok/sEstimated Auto-generated benchmark | 17GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-32B | Q4 | 35.69 tok/sEstimated Auto-generated benchmark | 16GB |
| microsoft/Phi-3-medium-128k-instruct | FP16 | 35.43 tok/sEstimated Auto-generated benchmark | 29GB |
| OpenPipe/Qwen3-14B-Instruct | FP16 | 35.30 tok/sEstimated Auto-generated benchmark | 29GB |
| mistralai/Ministral-3-14B-Instruct-2512 | FP16 | 35.29 tok/sEstimated Auto-generated benchmark | 32GB |
| EssentialAI/rnj-1 | FP16 | 35.08 tok/sEstimated Auto-generated benchmark | 19GB |
| Qwen/Qwen2.5-14B-Instruct | FP16 | 34.40 tok/sEstimated Auto-generated benchmark | 30GB |
| Qwen/Qwen3-14B | FP16 | 34.32 tok/sEstimated Auto-generated benchmark | 29GB |
| Qwen/Qwen2.5-14B | FP16 | 34.28 tok/sEstimated Auto-generated benchmark | 29GB |
| meta-llama/Llama-2-13b-chat-hf | FP16 | 33.45 tok/sEstimated Auto-generated benchmark | 27GB |
| meta-llama/Llama-3.1-8B-Instruct | FP16 | 33.39 tok/sEstimated Auto-generated benchmark | 17GB |
| ai-forever/ruGPT-3.5-13B | FP16 | 32.70 tok/sEstimated Auto-generated benchmark | 27GB |
| NousResearch/Hermes-3-Llama-3.1-8B | FP16 | 32.47 tok/sEstimated Auto-generated benchmark | 17GB |
| Qwen/Qwen3-14B-Base | FP16 | 31.05 tok/sEstimated Auto-generated benchmark | 29GB |
| nvidia/NVIDIA-Nemotron-Nano-9B-v2 | FP16 | 30.85 tok/sEstimated Auto-generated benchmark | 19GB |
| Qwen/Qwen3-32B | Q8 | 30.19 tok/sEstimated Auto-generated benchmark | 33GB |
| google/gemma-2-9b-it | FP16 | 30.16 tok/sEstimated Auto-generated benchmark | 20GB |
| mistralai/Mixtral-8x22B-Instruct-v0.1 | Q4 | 30.16 tok/sEstimated Auto-generated benchmark | 69GB |
| Qwen/Qwen2.5-32B-Instruct | Q8 | 30.08 tok/sEstimated Auto-generated benchmark | 33GB |
| 01-ai/Yi-1.5-34B-Chat | Q8 | 29.67 tok/sEstimated Auto-generated benchmark | 35GB |
| deepseek-ai/DeepSeek-V2.5 | Q8 | 29.60 tok/sEstimated Auto-generated benchmark | 656GB |
| meta-llama/Llama-3.3-70B-Instruct | Q8 | 29.50 tok/sEstimated Auto-generated benchmark | 68GB |
| Qwen/Qwen2.5-32B | Q8 | 29.31 tok/sEstimated Auto-generated benchmark | 33GB |
| RedHatAI/Meta-Llama-3.1-70B-Instruct-quantized.w4a16 | Q8 | 29.25 tok/sEstimated Auto-generated benchmark | 68GB |
| Qwen/Qwen2.5-14B-Instruct | FP16 | 29.12 tok/sEstimated Auto-generated benchmark | 29GB |
| codellama/CodeLlama-34b-hf | Q8 | 28.81 tok/sEstimated Auto-generated benchmark | 35GB |
| Qwen/Qwen2.5-32B-Instruct | Q8 | 28.34 tok/sEstimated Auto-generated benchmark | 34GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-32B | Q8 | 28.17 tok/sEstimated Auto-generated benchmark | 33GB |
| deepseek-ai/deepseek-coder-33b-instruct | Q8 | 27.96 tok/sEstimated Auto-generated benchmark | 34GB |
| dphn/dolphin-2.9.1-yi-1.5-34b | Q8 | 26.54 tok/sEstimated Auto-generated benchmark | 35GB |
| baichuan-inc/Baichuan-M2-32B | Q8 | 26.32 tok/sEstimated Auto-generated benchmark | 33GB |
| meta-llama/Llama-3.1-70B-Instruct | Q8 | 26.30 tok/sEstimated Auto-generated benchmark | 68GB |
| moonshotai/Kimi-K2-Thinking | Q8 | 26.25 tok/sEstimated Auto-generated benchmark | 978GB |
| Qwen/Qwen2.5-Coder-32B-Instruct | Q8 | 26.10 tok/sEstimated Auto-generated benchmark | 34GB |
| moonshotai/Kimi-Linear-48B-A3B-Instruct | Q8 | 26.10 tok/sEstimated Auto-generated benchmark | 50GB |
| mistralai/Mistral-Small-Instruct-2409 | FP16 | 25.87 tok/sEstimated Auto-generated benchmark | 46GB |
| unsloth/gpt-oss-20b-BF16 | FP16 | 25.74 tok/sEstimated Auto-generated benchmark | 41GB |
| RedHatAI/Llama-3.3-70B-Instruct-FP8-dynamic | Q8 | 25.74 tok/sEstimated Auto-generated benchmark | 68GB |
| meta-llama/Meta-Llama-3-70B-Instruct | Q8 | 25.65 tok/sEstimated Auto-generated benchmark | 68GB |
| Qwen/Qwen3-Coder-30B-A3B-Instruct | FP16 | 25.61 tok/sEstimated Auto-generated benchmark | 61GB |
| unsloth/DeepSeek-R1-Distill-Qwen-32B-bnb-4bit | Q8 | 25.54 tok/sEstimated Auto-generated benchmark | 33GB |
| Qwen/QwQ-32B-Preview | Q8 | 25.53 tok/sEstimated Auto-generated benchmark | 34GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-5bit | FP16 | 25.30 tok/sEstimated Auto-generated benchmark | 61GB |
| Qwen/Qwen3-30B-A3B-Thinking-2507 | FP16 | 25.18 tok/sEstimated Auto-generated benchmark | 61GB |
| google/gemma-2-27b-it | FP16 | 24.87 tok/sEstimated Auto-generated benchmark | 56GB |
| AI-MO/Kimina-Prover-72B | Q4 | 24.64 tok/sEstimated Auto-generated benchmark | 35GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct-FP8 | Q4 | 24.24 tok/sEstimated Auto-generated benchmark | 39GB |
| Qwen/Qwen2.5-72B-Instruct | Q4 | 24.20 tok/sEstimated Auto-generated benchmark | 35GB |
| Qwen/Qwen2.5-Math-72B-Instruct | Q4 | 23.95 tok/sEstimated Auto-generated benchmark | 36GB |
| Qwen/Qwen2.5-72B-Instruct | Q4 | 23.55 tok/sEstimated Auto-generated benchmark | 36GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-4bit | FP16 | 23.50 tok/sEstimated Auto-generated benchmark | 61GB |
| openai/gpt-oss-safeguard-20b | FP16 | 23.17 tok/sEstimated Auto-generated benchmark | 44GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-6bit | FP16 | 23.04 tok/sEstimated Auto-generated benchmark | 61GB |
| openai/gpt-oss-20b | FP16 | 22.92 tok/sEstimated Auto-generated benchmark | 41GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507 | FP16 | 22.90 tok/sEstimated Auto-generated benchmark | 61GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct | Q4 | 22.76 tok/sEstimated Auto-generated benchmark | 39GB |
| Qwen/Qwen3-30B-A3B | FP16 | 22.62 tok/sEstimated Auto-generated benchmark | 61GB |
| unsloth/gpt-oss-20b-unsloth-bnb-4bit | FP16 | 22.60 tok/sEstimated Auto-generated benchmark | 41GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking | Q4 | 22.59 tok/sEstimated Auto-generated benchmark | 39GB |
| openai/gpt-oss-120b | Q4 | 22.57 tok/sEstimated Auto-generated benchmark | 59GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking-FP8 | Q4 | 22.16 tok/sEstimated Auto-generated benchmark | 39GB |
| nvidia/Llama-3.1-Nemotron-70B-Instruct-HF | Q4 | 22.14 tok/sEstimated Auto-generated benchmark | 34GB |
| mlx-community/gpt-oss-20b-MXFP4-Q8 | FP16 | 22.11 tok/sEstimated Auto-generated benchmark | 41GB |
| Qwen/Qwen3-30B-A3B-Instruct-2507-FP8 | FP16 | 21.61 tok/sEstimated Auto-generated benchmark | 61GB |
| RedHatAI/Llama-3.2-90B-Vision-Instruct-FP8-dynamic | Q4 | 21.36 tok/sEstimated Auto-generated benchmark | 44GB |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit | FP16 | 21.34 tok/sEstimated Auto-generated benchmark | 61GB |
| meta-llama/Llama-3.3-70B-Instruct | Q4 | 20.95 tok/sEstimated Auto-generated benchmark | 34GB |
| meta-llama/Llama-3.1-70B-Instruct | Q4 | 20.76 tok/sEstimated Auto-generated benchmark | 34GB |
| NousResearch/Hermes-3-Llama-3.1-70B | Q4 | 20.71 tok/sEstimated Auto-generated benchmark | 34GB |
| mistralai/Mistral-Large-Instruct-2411 | Q4 | 20.51 tok/sEstimated Auto-generated benchmark | 60GB |
| mistralai/Mixtral-8x22B-Instruct-v0.1 | Q8 | 19.80 tok/sEstimated Auto-generated benchmark | 138GB |
| deepseek-ai/DeepSeek-Coder-V2-Instruct-0724 | Q4 | 18.59 tok/sEstimated Auto-generated benchmark | 115GB |
| deepseek-ai/DeepSeek-Math-V2 | Q4 | 17.71 tok/sEstimated Auto-generated benchmark | 383GB |
| RedHatAI/Llama-3.2-90B-Vision-Instruct-FP8-dynamic | Q8 | 17.32 tok/sEstimated Auto-generated benchmark | 88GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking | Q8 | 17.10 tok/sEstimated Auto-generated benchmark | 78GB |
| meta-llama/Llama-3.1-70B-Instruct | Q8 | 16.93 tok/sEstimated Auto-generated benchmark | 69GB |
| Qwen/Qwen2.5-32B-Instruct | FP16 | 16.54 tok/sEstimated Auto-generated benchmark | 66GB |
| unsloth/DeepSeek-R1-Distill-Qwen-32B-bnb-4bit | FP16 | 16.54 tok/sEstimated Auto-generated benchmark | 66GB |
| RedHatAI/Meta-Llama-3.1-70B-Instruct-quantized.w4a16 | FP16 | 16.39 tok/sEstimated Auto-generated benchmark | 137GB |
| Qwen/QwQ-32B-Preview | FP16 | 16.28 tok/sEstimated Auto-generated benchmark | 67GB |
| meta-llama/Llama-3.3-70B-Instruct | FP16 | 16.21 tok/sEstimated Auto-generated benchmark | 137GB |
| Qwen/Qwen2.5-Math-72B-Instruct | Q8 | 16.15 tok/sEstimated Auto-generated benchmark | 71GB |
| moonshotai/Kimi-K2-Thinking | FP16 | 16.04 tok/sEstimated Auto-generated benchmark | 1956GB |
| deepseek-ai/DeepSeek-R1-Distill-Qwen-32B | FP16 | 15.80 tok/sEstimated Auto-generated benchmark | 66GB |
| Qwen/Qwen2.5-72B-Instruct | Q8 | 15.63 tok/sEstimated Auto-generated benchmark | 71GB |
| AI-MO/Kimina-Prover-72B | Q8 | 15.53 tok/sEstimated Auto-generated benchmark | 70GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking-FP8 | Q8 | 15.51 tok/sEstimated Auto-generated benchmark | 78GB |
| moonshotai/Kimi-Linear-48B-A3B-Instruct | FP16 | 15.49 tok/sEstimated Auto-generated benchmark | 101GB |
| Qwen/Qwen2.5-32B-Instruct | FP16 | 15.41 tok/sEstimated Auto-generated benchmark | 67GB |
| nvidia/Llama-3.1-Nemotron-70B-Instruct-HF | Q8 | 15.27 tok/sEstimated Auto-generated benchmark | 69GB |
| openai/gpt-oss-120b | Q8 | 15.25 tok/sEstimated Auto-generated benchmark | 117GB |
| 01-ai/Yi-1.5-34B-Chat | FP16 | 15.10 tok/sEstimated Auto-generated benchmark | 70GB |
| mistralai/Mistral-Large-Instruct-2411 | Q8 | 15.09 tok/sEstimated Auto-generated benchmark | 120GB |
| NousResearch/Hermes-3-Llama-3.1-70B | Q8 | 15.05 tok/sEstimated Auto-generated benchmark | 69GB |
| Qwen/Qwen2.5-72B-Instruct | Q8 | 15.01 tok/sEstimated Auto-generated benchmark | 70GB |
| deepseek-ai/DeepSeek-V2.5 | FP16 | 14.94 tok/sEstimated Auto-generated benchmark | 1312GB |
| deepseek-ai/deepseek-coder-33b-instruct | FP16 | 14.85 tok/sEstimated Auto-generated benchmark | 68GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct-FP8 | Q8 | 14.58 tok/sEstimated Auto-generated benchmark | 78GB |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | Q4 | 14.58 tok/sEstimated Auto-generated benchmark | 378GB |
| RedHatAI/Llama-3.3-70B-Instruct-FP8-dynamic | FP16 | 14.45 tok/sEstimated Auto-generated benchmark | 137GB |
| MiniMaxAI/MiniMax-VL-01 | Q4 | 14.43 tok/sEstimated Auto-generated benchmark | 256GB |
| Qwen/Qwen3-32B | FP16 | 14.43 tok/sEstimated Auto-generated benchmark | 66GB |
| meta-llama/Llama-3.3-70B-Instruct | Q8 | 14.40 tok/sEstimated Auto-generated benchmark | 69GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct | Q8 | 14.29 tok/sEstimated Auto-generated benchmark | 78GB |
| Qwen/Qwen2.5-Coder-32B-Instruct | FP16 | 14.22 tok/sEstimated Auto-generated benchmark | 67GB |
| Qwen/Qwen2.5-32B | FP16 | 14.14 tok/sEstimated Auto-generated benchmark | 66GB |
| dphn/dolphin-2.9.1-yi-1.5-34b | FP16 | 14.03 tok/sEstimated Auto-generated benchmark | 70GB |
| meta-llama/Llama-3.1-70B-Instruct | FP16 | 13.96 tok/sEstimated Auto-generated benchmark | 137GB |
| meta-llama/Meta-Llama-3-70B-Instruct | FP16 | 13.63 tok/sEstimated Auto-generated benchmark | 137GB |
| codellama/CodeLlama-34b-hf | FP16 | 13.61 tok/sEstimated Auto-generated benchmark | 70GB |
| baichuan-inc/Baichuan-M2-32B | FP16 | 13.56 tok/sEstimated Auto-generated benchmark | 66GB |
| MiniMaxAI/MiniMax-M1-40k | Q4 | 13.37 tok/sEstimated Auto-generated benchmark | 255GB |
| deepseek-ai/DeepSeek-Coder-V2-Instruct-0724 | Q8 | 12.97 tok/sEstimated Auto-generated benchmark | 231GB |
| Qwen/Qwen3-235B-A22B | Q4 | 12.83 tok/sEstimated Auto-generated benchmark | 115GB |
| mistralai/Mixtral-8x22B-Instruct-v0.1 | FP16 | 12.11 tok/sEstimated Auto-generated benchmark | 275GB |
| deepseek-ai/DeepSeek-Math-V2 | Q8 | 10.83 tok/sEstimated Auto-generated benchmark | 766GB |
| Qwen/Qwen3-235B-A22B | Q8 | 9.89 tok/sEstimated Auto-generated benchmark | 230GB |
| Qwen/Qwen2.5-72B-Instruct | FP16 | 9.46 tok/sEstimated Auto-generated benchmark | 142GB |
| Qwen/Qwen2.5-72B-Instruct | FP16 | 9.42 tok/sEstimated Auto-generated benchmark | 141GB |
| nvidia/Llama-3.1-Nemotron-70B-Instruct-HF | FP16 | 9.30 tok/sEstimated Auto-generated benchmark | 138GB |
| AI-MO/Kimina-Prover-72B | FP16 | 9.16 tok/sEstimated Auto-generated benchmark | 141GB |
| meta-llama/Llama-3.1-70B-Instruct | FP16 | 9.14 tok/sEstimated Auto-generated benchmark | 138GB |
| NousResearch/Hermes-3-Llama-3.1-70B | FP16 | 9.11 tok/sEstimated Auto-generated benchmark | 138GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking-FP8 | FP16 | 9.09 tok/sEstimated Auto-generated benchmark | 156GB |
| MiniMaxAI/MiniMax-VL-01 | Q8 | 9.05 tok/sEstimated Auto-generated benchmark | 511GB |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | Q8 | 8.95 tok/sEstimated Auto-generated benchmark | 755GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct-FP8 | FP16 | 8.90 tok/sEstimated Auto-generated benchmark | 156GB |
| Qwen/Qwen3-Next-80B-A3B-Instruct | FP16 | 8.88 tok/sEstimated Auto-generated benchmark | 156GB |
| MiniMaxAI/MiniMax-M1-40k | Q8 | 8.81 tok/sEstimated Auto-generated benchmark | 510GB |
| meta-llama/Llama-3.3-70B-Instruct | FP16 | 8.65 tok/sEstimated Auto-generated benchmark | 138GB |
| Qwen/Qwen2.5-Math-72B-Instruct | FP16 | 8.42 tok/sEstimated Auto-generated benchmark | 142GB |
| Qwen/Qwen3-Next-80B-A3B-Thinking | FP16 | 8.42 tok/sEstimated Auto-generated benchmark | 156GB |
| RedHatAI/Llama-3.2-90B-Vision-Instruct-FP8-dynamic | FP16 | 8.40 tok/sEstimated Auto-generated benchmark | 176GB |
| mistralai/Mistral-Large-Instruct-2411 | FP16 | 8.25 tok/sEstimated Auto-generated benchmark | 240GB |
| openai/gpt-oss-120b | FP16 | 8.01 tok/sEstimated Auto-generated benchmark | 235GB |
| deepseek-ai/DeepSeek-Math-V2 | FP16 | 6.73 tok/sEstimated Auto-generated benchmark | 1532GB |
| deepseek-ai/DeepSeek-Coder-V2-Instruct-0724 | FP16 | 5.90 tok/sEstimated Auto-generated benchmark | 461GB |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | FP16 | 5.59 tok/sEstimated Auto-generated benchmark | 1509GB |
| MiniMaxAI/MiniMax-M1-40k | FP16 | 5.59 tok/sEstimated Auto-generated benchmark | 1020GB |
| MiniMaxAI/MiniMax-VL-01 | FP16 | 4.95 tok/sEstimated Auto-generated benchmark | 1021GB |
| Qwen/Qwen3-235B-A22B | FP16 | 4.70 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 | 14.58 tok/sEstimated | 378GB (have 16GB) |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | Q8 | Not supported | 8.95 tok/sEstimated | 755GB (have 16GB) |
| EssentialAI/rnj-1 | FP16 | Not supported | 35.08 tok/sEstimated | 19GB (have 16GB) |
| EssentialAI/rnj-1 | Q8 | Fits comfortably | 54.81 tok/sEstimated | 10GB (have 16GB) |
| EssentialAI/rnj-1 | Q4 | Fits comfortably | 86.17 tok/sEstimated | 5GB (have 16GB) |
| mistralai/Mistral-Large-3-675B-Instruct-2512 | FP16 | Not supported | 5.59 tok/sEstimated | 1509GB (have 16GB) |
| Qwen/Qwen2.5-3B-Instruct | Q4 | Fits comfortably | 138.27 tok/sEstimated | 2GB (have 16GB) |
| openai/gpt-oss-120b | FP16 | Not supported | 8.01 tok/sEstimated | 235GB (have 16GB) |
| meta-llama/Llama-3.2-1B-Instruct | FP16 | Fits comfortably | 48.75 tok/sEstimated | 2GB (have 16GB) |
| Qwen/Qwen3-Next-80B-A3B-Instruct | FP16 | Not supported | 8.88 tok/sEstimated | 156GB (have 16GB) |
| allenai/OLMo-2-0425-1B | Q4 | Fits comfortably | 131.11 tok/sEstimated | 1GB (have 16GB) |
| allenai/OLMo-2-0425-1B | Q8 | Fits comfortably | 92.73 tok/sEstimated | 1GB (have 16GB) |
| google-t5/t5-3b | Q4 | Fits comfortably | 134.24 tok/sEstimated | 2GB (have 16GB) |
| google-t5/t5-3b | Q8 | Fits comfortably | 87.24 tok/sEstimated | 3GB (have 16GB) |
| Qwen/Qwen3-Next-80B-A3B-Instruct | Q8 | Not supported | 14.29 tok/sEstimated | 78GB (have 16GB) |
| openai/gpt-oss-120b | Q8 | Not supported | 15.25 tok/sEstimated | 117GB (have 16GB) |
| Qwen/Qwen2-0.5B | Q4 | Fits comfortably | 123.26 tok/sEstimated | 3GB (have 16GB) |
| Qwen/Qwen2.5-14B-Instruct | Q8 | Fits comfortably | 63.14 tok/sEstimated | 14GB (have 16GB) |
| microsoft/phi-4 | Q8 | Fits comfortably | 75.53 tok/sEstimated | 7GB (have 16GB) |
| deepseek-ai/DeepSeek-V3.1 | Q4 | Fits comfortably | 107.13 tok/sEstimated | 4GB (have 16GB) |
| deepseek-ai/DeepSeek-V3.1 | Q8 | Fits comfortably | 73.31 tok/sEstimated | 7GB (have 16GB) |
| deepseek-ai/DeepSeek-V3.1 | FP16 | Fits (tight) | 38.85 tok/sEstimated | 15GB (have 16GB) |
| meta-llama/Llama-3.1-8B | Q4 | Fits comfortably | 111.78 tok/sEstimated | 4GB (have 16GB) |
| meta-llama/Llama-3.1-8B | Q8 | Fits comfortably | 80.14 tok/sEstimated | 9GB (have 16GB) |
| meta-llama/Llama-3.1-8B | FP16 | Not supported | 43.82 tok/sEstimated | 17GB (have 16GB) |
| unsloth/Meta-Llama-3.1-8B-Instruct | Q4 | Fits comfortably | 104.03 tok/sEstimated | 4GB (have 16GB) |
| unsloth/Meta-Llama-3.1-8B-Instruct | Q8 | Fits comfortably | 82.33 tok/sEstimated | 9GB (have 16GB) |
| unsloth/Meta-Llama-3.1-8B-Instruct | FP16 | Not supported | 44.32 tok/sEstimated | 17GB (have 16GB) |
| meta-llama/Meta-Llama-3-70B-Instruct | Q4 | Not supported | 36.39 tok/sEstimated | 34GB (have 16GB) |
| microsoft/DialoGPT-small | FP16 | Fits (tight) | 41.43 tok/sEstimated | 15GB (have 16GB) |
| Qwen/Qwen3-32B | Q8 | Not supported | 30.19 tok/sEstimated | 33GB (have 16GB) |
| Qwen/Qwen3-30B-A3B | FP16 | Not supported | 22.62 tok/sEstimated | 61GB (have 16GB) |
| Qwen/Qwen3-30B-A3B | Q8 | Not supported | 43.20 tok/sEstimated | 31GB (have 16GB) |
| rednote-hilab/dots.ocr | Q4 | Fits comfortably | 106.43 tok/sEstimated | 4GB (have 16GB) |
| IlyaGusev/saiga_llama3_8b | Q4 | Fits comfortably | 113.56 tok/sEstimated | 4GB (have 16GB) |
| IlyaGusev/saiga_llama3_8b | Q8 | Fits comfortably | 73.40 tok/sEstimated | 9GB (have 16GB) |
| IlyaGusev/saiga_llama3_8b | FP16 | Not supported | 42.22 tok/sEstimated | 17GB (have 16GB) |
| Qwen/Qwen3-4B-Base | Q8 | Fits comfortably | 74.91 tok/sEstimated | 4GB (have 16GB) |
| Qwen/Qwen3-4B-Base | FP16 | Fits comfortably | 40.22 tok/sEstimated | 9GB (have 16GB) |
| microsoft/Phi-3.5-mini-instruct | Q4 | Fits comfortably | 107.12 tok/sEstimated | 4GB (have 16GB) |
| Qwen/Qwen2.5-14B | Q8 | Fits comfortably | 62.06 tok/sEstimated | 14GB (have 16GB) |
| Qwen/Qwen2.5-14B | FP16 | Not supported | 34.28 tok/sEstimated | 29GB (have 16GB) |
| google/gemma-2-2b-it | Q4 | Fits comfortably | 148.92 tok/sEstimated | 1GB (have 16GB) |
| google/gemma-2-2b-it | Q8 | Fits comfortably | 104.16 tok/sEstimated | 2GB (have 16GB) |
| google/gemma-2-2b-it | FP16 | Fits comfortably | 49.32 tok/sEstimated | 4GB (have 16GB) |
| Qwen/Qwen2-1.5B-Instruct | Q4 | Fits comfortably | 112.87 tok/sEstimated | 3GB (have 16GB) |
| Qwen/Qwen2-1.5B-Instruct | Q8 | Fits comfortably | 72.96 tok/sEstimated | 5GB (have 16GB) |
| meta-llama/Llama-Guard-3-1B | Q8 | Fits comfortably | 94.80 tok/sEstimated | 1GB (have 16GB) |
| meta-llama/Llama-Guard-3-1B | FP16 | Fits comfortably | 53.43 tok/sEstimated | 2GB (have 16GB) |
| codellama/CodeLlama-34b-hf | Q4 | Not supported | 37.81 tok/sEstimated | 17GB (have 16GB) |
| codellama/CodeLlama-34b-hf | Q8 | Not supported | 28.81 tok/sEstimated | 35GB (have 16GB) |
| codellama/CodeLlama-34b-hf | FP16 | Not supported | 13.61 tok/sEstimated | 70GB (have 16GB) |
| EleutherAI/gpt-neo-125m | Q4 | Fits comfortably | 114.43 tok/sEstimated | 4GB (have 16GB) |
| EleutherAI/gpt-neo-125m | Q8 | Fits comfortably | 75.08 tok/sEstimated | 7GB (have 16GB) |
| EleutherAI/gpt-neo-125m | FP16 | Fits (tight) | 43.88 tok/sEstimated | 15GB (have 16GB) |
| unsloth/Llama-3.2-3B-Instruct | FP16 | Fits comfortably | 55.51 tok/sEstimated | 6GB (have 16GB) |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-8bit | Q8 | Fits comfortably | 72.81 tok/sEstimated | 4GB (have 16GB) |
| lmstudio-community/Qwen3-4B-Thinking-2507-MLX-8bit | FP16 | Fits comfortably | 42.12 tok/sEstimated | 9GB (have 16GB) |
| ibm-research/PowerMoE-3b | Q4 | Fits comfortably | 137.28 tok/sEstimated | 2GB (have 16GB) |
| ibm-research/PowerMoE-3b | Q8 | Fits comfortably | 96.01 tok/sEstimated | 3GB (have 16GB) |
| RedHatAI/Meta-Llama-3.1-70B-Instruct-quantized.w4a16 | FP16 | Not supported | 16.39 tok/sEstimated | 137GB (have 16GB) |
| OpenPipe/Qwen3-14B-Instruct | Q4 | Fits comfortably | 82.31 tok/sEstimated | 7GB (have 16GB) |
| GSAI-ML/LLaDA-8B-Instruct | Q4 | Fits comfortably | 122.95 tok/sEstimated | 4GB (have 16GB) |
| RedHatAI/Llama-3.2-90B-Vision-Instruct-FP8-dynamic | FP16 | Not supported | 8.40 tok/sEstimated | 176GB (have 16GB) |
| deepseek-ai/DeepSeek-R1 | Q8 | Fits comfortably | 85.26 tok/sEstimated | 7GB (have 16GB) |
| RedHatAI/Llama-3.2-90B-Vision-Instruct-FP8-dynamic | Q8 | Not supported | 17.32 tok/sEstimated | 88GB (have 16GB) |
| GSAI-ML/LLaDA-8B-Instruct | Q8 | Fits comfortably | 81.53 tok/sEstimated | 9GB (have 16GB) |
| GSAI-ML/LLaDA-8B-Instruct | FP16 | Not supported | 39.90 tok/sEstimated | 17GB (have 16GB) |
| unsloth/Llama-3.2-1B-Instruct | Q4 | Fits comfortably | 123.91 tok/sEstimated | 1GB (have 16GB) |
| unsloth/Llama-3.2-1B-Instruct | Q8 | Fits comfortably | 103.76 tok/sEstimated | 1GB (have 16GB) |
| HuggingFaceH4/zephyr-7b-beta | Q4 | Fits comfortably | 104.31 tok/sEstimated | 4GB (have 16GB) |
| HuggingFaceH4/zephyr-7b-beta | Q8 | Fits comfortably | 85.66 tok/sEstimated | 7GB (have 16GB) |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-8bit | Q4 | Fits comfortably | 124.21 tok/sEstimated | 4GB (have 16GB) |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-8bit | Q8 | Fits comfortably | 84.15 tok/sEstimated | 9GB (have 16GB) |
| lmstudio-community/DeepSeek-R1-0528-Qwen3-8B-MLX-8bit | FP16 | Not supported | 44.85 tok/sEstimated | 17GB (have 16GB) |
| Qwen/Qwen3-235B-A22B | Q4 | Not supported | 12.83 tok/sEstimated | 115GB (have 16GB) |
| trl-internal-testing/tiny-LlamaForCausalLM-3.2 | FP16 | Fits (tight) | 44.46 tok/sEstimated | 15GB (have 16GB) |
| google/gemma-2b | Q8 | Fits comfortably | 86.27 tok/sEstimated | 2GB (have 16GB) |
| google/gemma-2b | FP16 | Fits comfortably | 52.60 tok/sEstimated | 4GB (have 16GB) |
| liuhaotian/llava-v1.5-7b | Q4 | Fits comfortably | 116.75 tok/sEstimated | 4GB (have 16GB) |
| EleutherAI/pythia-70m-deduped | FP16 | Fits (tight) | 44.61 tok/sEstimated | 15GB (have 16GB) |
| Qwen/Qwen3-4B-Thinking-2507-FP8 | Q4 | Fits comfortably | 121.49 tok/sEstimated | 2GB (have 16GB) |
| Qwen/Qwen3-4B-Thinking-2507-FP8 | FP16 | Fits comfortably | 42.99 tok/sEstimated | 9GB (have 16GB) |
| google/gemma-3-270m-it | Q8 | Fits comfortably | 81.59 tok/sEstimated | 7GB (have 16GB) |
| google/gemma-3-270m-it | FP16 | Fits (tight) | 42.63 tok/sEstimated | 15GB (have 16GB) |
| skt/kogpt2-base-v2 | Q4 | Fits comfortably | 110.85 tok/sEstimated | 4GB (have 16GB) |
| unsloth/gemma-3-1b-it | Q8 | Fits comfortably | 99.80 tok/sEstimated | 1GB (have 16GB) |
| unsloth/gemma-3-1b-it | FP16 | Fits comfortably | 50.61 tok/sEstimated | 2GB (have 16GB) |
| Alibaba-NLP/gte-Qwen2-1.5B-instruct | Q4 | Fits comfortably | 119.31 tok/sEstimated | 3GB (have 16GB) |
| Qwen/Qwen2-0.5B-Instruct | Q8 | Fits comfortably | 85.41 tok/sEstimated | 5GB (have 16GB) |
| Qwen/Qwen2-0.5B-Instruct | FP16 | Fits comfortably | 44.29 tok/sEstimated | 11GB (have 16GB) |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit | Q4 | Fits (tight) | 57.24 tok/sEstimated | 15GB (have 16GB) |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit | Q8 | Not supported | 45.29 tok/sEstimated | 31GB (have 16GB) |
| lmstudio-community/Qwen3-Coder-30B-A3B-Instruct-MLX-8bit | FP16 | Not supported | 21.34 tok/sEstimated | 61GB (have 16GB) |
| GSAI-ML/LLaDA-8B-Base | Q4 | Fits comfortably | 121.94 tok/sEstimated | 4GB (have 16GB) |
| dicta-il/dictalm2.0-instruct | FP16 | Fits (tight) | 42.89 tok/sEstimated | 15GB (have 16GB) |
| BSC-LT/salamandraTA-7b-instruct | Q4 | Fits comfortably | 114.71 tok/sEstimated | 4GB (have 16GB) |
| BSC-LT/salamandraTA-7b-instruct | Q8 | Fits comfortably | 81.84 tok/sEstimated | 7GB (have 16GB) |
| BSC-LT/salamandraTA-7b-instruct | FP16 | Fits (tight) | 45.64 tok/sEstimated | 15GB (have 16GB) |
| openai-community/gpt2-xl | Q4 | Fits comfortably | 105.40 tok/sEstimated | 4GB (have 16GB) |
Note: Performance estimates are calculated. Real results may vary. Methodology · Submit real data
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