Quick Answer: RTX 4070 Ti offers 12GB VRAM and starts around current market pricing. It delivers approximately 133 tokens/sec on Deepseek AI Deepseek Ocr 2. It typically draws 285W under load.
RTX 4070 Ti is the sweet spot for 7B–13B inference. It hits solid tokens/sec without the power demands or price tag of the higher-end Ada cards.
With 12GB VRAM, RTX 4070 Ti can run models up to approximately 30B parameters using 4-bit quantization. This is suitable for 7B-13B models like Llama 3 8B, Mistral 7B, and Qwen 7B.
Consider RTX 4080 Super or RTX 4090 — More VRAM and cores for demanding workloads.
Showing 80 of 80 benchmark rows.
| Model | Size | Quantization | Tokens/sec | VRAM used |
|---|---|---|---|---|
| Deepseek AI Deepseek Ocr 2 | Unknown | Q4 | 132.89 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Deepseek AI Deepseek Math V2 | Unknown | Q4 | 132.89 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Deepseek AI Deepseek V2 5 | Unknown | Q4 | 132.89 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Deepseek AI Deepseek V3 | Unknown | Q4 | 132.89 tok/sEstimated Static estimation (DB-independent) | 2GB |
| Deepseek AI Deepseek Coder V2 Lite Instruct | Unknown | Q4 | 132.89 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Deepseek AI Deepseek V3.1 | Unknown | Q4 | 132.89 tok/sEstimated Static estimation (DB-independent) | 2GB |
| Deepseek AI Deepseek Coder 1.3B Instruct | 1.3B | Q4 | 132.89 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Deepseek AI Deepseek R1 Distill Qwen 1.5B | 1.5B | Q4 | 132.89 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Deepseek AI Deepseek Ocr | Unknown | Q4 | 110.74 tok/sEstimated Static estimation (DB-independent) | 4GB |
| Lmstudio Community Deepseek R1 0528 Qwen3 8B Mlx 8bit | 8B | Q4 | 110.74 tok/sEstimated Static estimation (DB-independent) | 4GB |
| Lmstudio Community Deepseek R1 0528 Qwen3 8B Mlx 4bit | 8B | Q4 | 110.74 tok/sEstimated Static estimation (DB-independent) | 4GB |
| Deepseek AI Deepseek R1 | Unknown | Q4 | 110.74 tok/sEstimated Static estimation (DB-independent) | 4GB |
| Deepseek AI Deepseek R1 0528 | Unknown | Q4 | 110.74 tok/sEstimated Static estimation (DB-independent) | 4GB |
| Deepseek AI Deepseek R1 Distill Llama 8B | 8B | Q4 | 110.74 tok/sEstimated Static estimation (DB-independent) | 4GB |
| Deepseek AI Deepseek R1 Distill Qwen 7B | 7B | Q4 | 110.74 tok/sEstimated Static estimation (DB-independent) | 4GB |
| Nineninesix Kani Tts 2 En | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Nanbeige Nanbeige4 1 3B | 3B | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 2GB |
| Minimaxai Minimax M2 5 | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Minimaxai Minimax M2 1 | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Stepfun AI Step 3 5 Flash | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 2GB |
| Qwen Qwen3 Coder Next | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 2GB |
| Moonshotai Kimi K2 5 | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Xiaomimimo Mimo V2 Flash | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Nari Labs Dia2 2B | 2B | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Google Embeddinggemma 300M | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Facebook Sam3 | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 2GB |
| Black Forest Labs Flux 2 Dev | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Moonshotai Kimi K2 Thinking | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Microsoft Phi 3 5 Mini Instruct | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 2GB |
| Meta Llama Llama 3 2 3B Instruct | 3B | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 2GB |
| Qwen Qwen3 1.7B Base | 1.7B | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Dicta Il Dictalm2.0 Instruct | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Qwen Qwen2 0.5B Instruct | 0.5B | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Alibaba Nlp Gte Qwen2 1.5B Instruct | 1.5B | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Apple Openelm 1 1B Instruct | 1B | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Qwen Qwen2.5 3B | 3B | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 2GB |
| Unsloth Gemma 3 1B It | 1B | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Bigcode Starcoder2 3B | 3B | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 2GB |
| Ibm Granite Granite Docling 258M | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Skt Kogpt2 Base V2 | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Google Gemma 3 270M It | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Eleutherai Pythia 70M Deduped | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Microsoft Vibevoice 1.5B | 1.5B | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Ibm Granite Granite 3.3 2B Instruct | 2B | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Google Gemma 2B | 2B | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Trl Internal Testing Tiny Llamaforcausallm 3.2 | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 2GB |
| Llamafactory Tiny Random Llama 3 | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 2GB |
| Unsloth Llama 3.2 1B Instruct | 1B | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Numind Nuextract 1.5 | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Hmellor Tiny Random Llamaforcausallm | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Sshleifer Tiny Gpt2 | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Openai Community Gpt2 Xl | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Ibm Research Powermoe 3B | 3B | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 2GB |
| Unsloth Llama 3.2 3B Instruct | 3B | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 2GB |
| Meta Llama Llama 3.2 3B | 3B | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 2GB |
| Eleutherai Gpt Neo 125M | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Meta Llama Llama Guard 3 1B | 1B | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Qwen Qwen2 1.5B Instruct | 1.5B | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Google Gemma 2 2B It | 2B | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Microsoft Phi 3.5 Mini Instruct | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 2GB |
| Microsoft Phi 3.5 Vision Instruct | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 2GB |
| Rinna Japanese Gpt Neox Small | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Qwen Qwen2.5 Coder 1.5B | 1.5B | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Microsoft Dialogpt Small | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Qwen Qwen3 0.6B Base | 0.6B | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Openai Community Gpt2 Medium | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Trl Internal Testing Tiny Random Llamaforcausallm | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Qwen Qwen2.5 Math 1.5B | 1.5B | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Huggingfacetb Smollm 135M | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Liquidai Lfm2 1.2B | 1.2B | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Qwen Qwen2 0.5B | 0.5B | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Minimaxai Minimax M2 | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Huggingfacetb Smollm2 135M | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Microsoft Phi 2 | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Qwen Qwen2.5 0.5B | 0.5B | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Qwen Qwen2.5 1.5B | 1.5B | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Qwen Qwen3 Reranker 0.6B | 0.6B | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Google T5 T5 3B | 3B | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 2GB |
| Qwen Qwen3 1.7B | 1.7B | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
| Openai Community Gpt2 Large | Unknown | Q4 | 106.31 tok/sEstimated Static estimation (DB-independent) | 1GB |
Showing 240 of 240 compatibility rows.
| Model | Size | Quantization | Verdict | Estimated speed | VRAM needed |
|---|---|---|---|---|---|
| 01 AI Yi 1 5 34B Chat | 34B | Q4 | Not supported | 31.01 tok/sEstimated | 17GB (have 12GB) |
| 01 AI Yi 1 5 34B Chat | 34B | Q8 | Not supported | 21.71 tok/sEstimated | 34GB (have 12GB) |
| 01 AI Yi 1 5 34B Chat | 34B | FP16 | Not supported | 11.78 tok/sEstimated | 68GB (have 12GB) |
| AI Forever Rugpt 3.5 13B | 13B | Q4 | Fits comfortably | 66.45 tok/sEstimated | 7GB (have 12GB) |
| AI Forever Rugpt 3.5 13B | 13B | Q8 | Not supported | 46.51 tok/sEstimated | 13GB (have 12GB) |
| AI Forever Rugpt 3.5 13B | 13B | FP16 | Not supported | 25.25 tok/sEstimated | 26GB (have 12GB) |
| AI Mo Kimina Prover 72B | 72B | Q4 | Not supported | 17.72 tok/sEstimated | 36GB (have 12GB) |
| AI Mo Kimina Prover 72B | 72B | Q8 | Not supported | 12.40 tok/sEstimated | 72GB (have 12GB) |
| AI Mo Kimina Prover 72B | 72B | FP16 | Not supported | 6.73 tok/sEstimated | 144GB (have 12GB) |
| Alibaba Nlp Gte Qwen2 1.5B Instruct | 1.5B | Q4 | Fits comfortably | 106.31 tok/sEstimated | 1GB (have 12GB) |
| Alibaba Nlp Gte Qwen2 1.5B Instruct | 1.5B | Q8 | Fits comfortably | 74.42 tok/sEstimated | 2GB (have 12GB) |
| Alibaba Nlp Gte Qwen2 1.5B Instruct | 1.5B | FP16 | Fits comfortably | 40.40 tok/sEstimated | 3GB (have 12GB) |
| Allenai Olmo 2 0425 1B | 1B | Q4 | Fits comfortably | 106.31 tok/sEstimated | 1GB (have 12GB) |
| Allenai Olmo 2 0425 1B | 1B | Q8 | Fits comfortably | 74.42 tok/sEstimated | 1GB (have 12GB) |
| Allenai Olmo 2 0425 1B | 1B | FP16 | Fits comfortably | 40.40 tok/sEstimated | 2GB (have 12GB) |
| Allenai Olmo 3 7B Think | 7B | Q4 | Fits comfortably | 88.59 tok/sEstimated | 4GB (have 12GB) |
| Allenai Olmo 3 7B Think | 7B | Q8 | Fits comfortably | 62.02 tok/sEstimated | 7GB (have 12GB) |
| Allenai Olmo 3 7B Think | 7B | FP16 | Not supported | 33.67 tok/sEstimated | 14GB (have 12GB) |
| Apple Openelm 1 1B Instruct | 1B | Q4 | Fits comfortably | 106.31 tok/sEstimated | 1GB (have 12GB) |
| Apple Openelm 1 1B Instruct | 1B | Q8 | Fits comfortably | 74.42 tok/sEstimated | 2GB (have 12GB) |
| Apple Openelm 1 1B Instruct | 1B | FP16 | Fits comfortably | 40.40 tok/sEstimated | 3GB (have 12GB) |
| Baichuan Inc Baichuan M2 32B | 32B | Q4 | Not supported | 31.01 tok/sEstimated | 16GB (have 12GB) |
| Baichuan Inc Baichuan M2 32B | 32B | Q8 | Not supported | 21.71 tok/sEstimated | 32GB (have 12GB) |
| Baichuan Inc Baichuan M2 32B | 32B | FP16 | Not supported | 11.78 tok/sEstimated | 64GB (have 12GB) |
| Bigcode Starcoder2 3B | 3B | Q4 | Fits comfortably | 106.31 tok/sEstimated | 2GB (have 12GB) |
| Bigcode Starcoder2 3B | 3B | Q8 | Fits comfortably | 74.42 tok/sEstimated | 3GB (have 12GB) |
| Bigcode Starcoder2 3B | 3B | FP16 | Fits comfortably | 40.40 tok/sEstimated | 6GB (have 12GB) |
| Bigscience Bloomz 560M | Unknown | Q4 | Fits comfortably | 106.31 tok/sEstimated | 1GB (have 12GB) |
| Bigscience Bloomz 560M | Unknown | Q8 | Fits comfortably | 74.42 tok/sEstimated | 1GB (have 12GB) |
| Bigscience Bloomz 560M | Unknown | FP16 | Fits comfortably | 40.40 tok/sEstimated | 2GB (have 12GB) |
| Black Forest Labs Flux 1 Dev | Unknown | Q4 | Fits comfortably | 88.59 tok/sEstimated | 4GB (have 12GB) |
| Black Forest Labs Flux 1 Dev | Unknown | Q8 | Fits comfortably | 62.02 tok/sEstimated | 7GB (have 12GB) |
| Black Forest Labs Flux 1 Dev | Unknown | FP16 | Not supported | 33.67 tok/sEstimated | 14GB (have 12GB) |
| Black Forest Labs Flux 2 Dev | Unknown | Q4 | Fits comfortably | 106.31 tok/sEstimated | 1GB (have 12GB) |
| Black Forest Labs Flux 2 Dev | Unknown | Q8 | Fits comfortably | 74.42 tok/sEstimated | 2GB (have 12GB) |
| Black Forest Labs Flux 2 Dev | Unknown | FP16 | Fits comfortably | 40.40 tok/sEstimated | 4GB (have 12GB) |
| Bsc Lt Salamandrata 7B Instruct | 7B | Q4 | Fits comfortably | 88.59 tok/sEstimated | 4GB (have 12GB) |
| Bsc Lt Salamandrata 7B Instruct | 7B | Q8 | Fits comfortably | 62.02 tok/sEstimated | 7GB (have 12GB) |
| Bsc Lt Salamandrata 7B Instruct | 7B | FP16 | Not supported | 33.67 tok/sEstimated | 14GB (have 12GB) |
| Codellama Codellama 34B HF | 34B | Q4 | Not supported | 31.01 tok/sEstimated | 17GB (have 12GB) |
| Codellama Codellama 34B HF | 34B | Q8 | Not supported | 21.71 tok/sEstimated | 34GB (have 12GB) |
| Codellama Codellama 34B HF | 34B | FP16 | Not supported | 11.78 tok/sEstimated | 68GB (have 12GB) |
| Context Labs Meta Llama Llama 3.2 3B Instruct FP16 | 3B | Q4 | Fits comfortably | 106.31 tok/sEstimated | 2GB (have 12GB) |
| Context Labs Meta Llama Llama 3.2 3B Instruct FP16 | 3B | Q8 | Fits comfortably | 74.42 tok/sEstimated | 3GB (have 12GB) |
| Context Labs Meta Llama Llama 3.2 3B Instruct FP16 | 3B | FP16 | Fits comfortably | 40.40 tok/sEstimated | 6GB (have 12GB) |
| Deepseek AI Deepseek Coder 1.3B Instruct | 1.3B | Q4 | Fits comfortably | 132.89 tok/sEstimated | 1GB (have 12GB) |
| Deepseek AI Deepseek Coder 1.3B Instruct | 1.3B | Q8 | Fits comfortably | 93.02 tok/sEstimated | 2GB (have 12GB) |
| Deepseek AI Deepseek Coder 1.3B Instruct | 1.3B | FP16 | Fits comfortably | 50.50 tok/sEstimated | 3GB (have 12GB) |
| Deepseek AI Deepseek Coder 33B Instruct | 33B | Q4 | Not supported | 38.76 tok/sEstimated | 17GB (have 12GB) |
| Deepseek AI Deepseek Coder 33B Instruct | 33B | Q8 | Not supported | 27.13 tok/sEstimated | 33GB (have 12GB) |
| Deepseek AI Deepseek Coder 33B Instruct | 33B | FP16 | Not supported | 14.73 tok/sEstimated | 66GB (have 12GB) |
| Deepseek AI Deepseek Coder V2 Instruct 0724 | Unknown | Q4 | Not supported | 22.15 tok/sEstimated | 36GB (have 12GB) |
| Deepseek AI Deepseek Coder V2 Instruct 0724 | Unknown | Q8 | Not supported | 15.50 tok/sEstimated | 72GB (have 12GB) |
| Deepseek AI Deepseek Coder V2 Instruct 0724 | Unknown | FP16 | Not supported | 8.42 tok/sEstimated | 144GB (have 12GB) |
| Deepseek AI Deepseek Coder V2 Lite Instruct | Unknown | Q4 | Fits comfortably | 132.89 tok/sEstimated | 1GB (have 12GB) |
| Deepseek AI Deepseek Coder V2 Lite Instruct | Unknown | Q8 | Fits comfortably | 93.02 tok/sEstimated | 2GB (have 12GB) |
| Deepseek AI Deepseek Coder V2 Lite Instruct | Unknown | FP16 | Fits comfortably | 50.50 tok/sEstimated | 4GB (have 12GB) |
| Deepseek AI Deepseek Math V2 | Unknown | Q4 | Fits comfortably | 132.89 tok/sEstimated | 1GB (have 12GB) |
| Deepseek AI Deepseek Math V2 | Unknown | Q8 | Fits comfortably | 93.02 tok/sEstimated | 2GB (have 12GB) |
| Deepseek AI Deepseek Math V2 | Unknown | FP16 | Fits comfortably | 50.50 tok/sEstimated | 4GB (have 12GB) |
| Deepseek AI Deepseek Ocr | Unknown | Q4 | Fits comfortably | 110.74 tok/sEstimated | 4GB (have 12GB) |
| Deepseek AI Deepseek Ocr | Unknown | Q8 | Fits comfortably | 77.52 tok/sEstimated | 7GB (have 12GB) |
| Deepseek AI Deepseek Ocr | Unknown | FP16 | Not supported | 42.08 tok/sEstimated | 14GB (have 12GB) |
| Deepseek AI Deepseek Ocr 2 | Unknown | Q4 | Fits comfortably | 132.89 tok/sEstimated | 1GB (have 12GB) |
| Deepseek AI Deepseek Ocr 2 | Unknown | Q8 | Fits comfortably | 93.02 tok/sEstimated | 2GB (have 12GB) |
| Deepseek AI Deepseek Ocr 2 | Unknown | FP16 | Fits comfortably | 50.50 tok/sEstimated | 4GB (have 12GB) |
| Deepseek AI Deepseek R1 | Unknown | Q4 | Fits comfortably | 110.74 tok/sEstimated | 4GB (have 12GB) |
| Deepseek AI Deepseek R1 | Unknown | Q8 | Fits comfortably | 77.52 tok/sEstimated | 7GB (have 12GB) |
| Deepseek AI Deepseek R1 | Unknown | FP16 | Not supported | 42.08 tok/sEstimated | 14GB (have 12GB) |
| Deepseek AI Deepseek R1 0528 | Unknown | Q4 | Fits comfortably | 110.74 tok/sEstimated | 4GB (have 12GB) |
| Deepseek AI Deepseek R1 0528 | Unknown | Q8 | Fits comfortably | 77.52 tok/sEstimated | 8GB (have 12GB) |
| Deepseek AI Deepseek R1 0528 | Unknown | FP16 | Not supported | 42.08 tok/sEstimated | 16GB (have 12GB) |
| Deepseek AI Deepseek R1 Distill Llama 8B | 8B | Q4 | Fits comfortably | 110.74 tok/sEstimated | 4GB (have 12GB) |
| Deepseek AI Deepseek R1 Distill Llama 8B | 8B | Q8 | Fits comfortably | 77.52 tok/sEstimated | 8GB (have 12GB) |
| Deepseek AI Deepseek R1 Distill Llama 8B | 8B | FP16 | Not supported | 42.08 tok/sEstimated | 16GB (have 12GB) |
| Deepseek AI Deepseek R1 Distill Qwen 1.5B | 1.5B | Q4 | Fits comfortably | 132.89 tok/sEstimated | 1GB (have 12GB) |
| Deepseek AI Deepseek R1 Distill Qwen 1.5B | 1.5B | Q8 | Fits comfortably | 93.02 tok/sEstimated | 2GB (have 12GB) |
| Deepseek AI Deepseek R1 Distill Qwen 1.5B | 1.5B | FP16 | Fits comfortably | 50.50 tok/sEstimated | 3GB (have 12GB) |
| Deepseek AI Deepseek R1 Distill Qwen 32B | 32B | Q4 | Not supported | 38.76 tok/sEstimated | 16GB (have 12GB) |
| Deepseek AI Deepseek R1 Distill Qwen 32B | 32B | Q8 | Not supported | 27.13 tok/sEstimated | 32GB (have 12GB) |
| Deepseek AI Deepseek R1 Distill Qwen 32B | 32B | FP16 | Not supported | 14.73 tok/sEstimated | 64GB (have 12GB) |
| Deepseek AI Deepseek R1 Distill Qwen 7B | 7B | Q4 | Fits comfortably | 110.74 tok/sEstimated | 4GB (have 12GB) |
| Deepseek AI Deepseek R1 Distill Qwen 7B | 7B | Q8 | Fits comfortably | 77.52 tok/sEstimated | 7GB (have 12GB) |
| Deepseek AI Deepseek R1 Distill Qwen 7B | 7B | FP16 | Not supported | 42.08 tok/sEstimated | 14GB (have 12GB) |
| Deepseek AI Deepseek V2 5 | Unknown | Q4 | Fits comfortably | 132.89 tok/sEstimated | 1GB (have 12GB) |
| Deepseek AI Deepseek V2 5 | Unknown | Q8 | Fits comfortably | 93.02 tok/sEstimated | 2GB (have 12GB) |
| Deepseek AI Deepseek V2 5 | Unknown | FP16 | Fits comfortably | 50.50 tok/sEstimated | 4GB (have 12GB) |
| Deepseek AI Deepseek V3 | Unknown | Q4 | Fits comfortably | 132.89 tok/sEstimated | 2GB (have 12GB) |
| Deepseek AI Deepseek V3 | Unknown | Q8 | Fits comfortably | 93.02 tok/sEstimated | 3GB (have 12GB) |
| Deepseek AI Deepseek V3 | Unknown | FP16 | Fits comfortably | 50.50 tok/sEstimated | 6GB (have 12GB) |
| Deepseek AI Deepseek V3 0324 | Unknown | Q4 | Not supported | 38.76 tok/sEstimated | 16GB (have 12GB) |
| Deepseek AI Deepseek V3 0324 | Unknown | Q8 | Not supported | 27.13 tok/sEstimated | 32GB (have 12GB) |
| Deepseek AI Deepseek V3 0324 | Unknown | FP16 | Not supported | 14.73 tok/sEstimated | 64GB (have 12GB) |
| Deepseek AI Deepseek V3.1 | Unknown | Q4 | Fits comfortably | 132.89 tok/sEstimated | 2GB (have 12GB) |
| Deepseek AI Deepseek V3.1 | Unknown | Q8 | Fits comfortably | 93.02 tok/sEstimated | 3GB (have 12GB) |
| Deepseek AI Deepseek V3.1 | Unknown | FP16 | Fits comfortably | 50.50 tok/sEstimated | 6GB (have 12GB) |
| Dicta Il Dictalm2.0 Instruct | Unknown | Q4 | Fits comfortably | 106.31 tok/sEstimated | 1GB (have 12GB) |
| Dicta Il Dictalm2.0 Instruct | Unknown | Q8 | Fits comfortably | 74.42 tok/sEstimated | 2GB (have 12GB) |
| Dicta Il Dictalm2.0 Instruct | Unknown | FP16 | Fits comfortably | 40.40 tok/sEstimated | 4GB (have 12GB) |
| Distilbert Distilgpt2 | Unknown | Q4 | Fits comfortably | 106.31 tok/sEstimated | 1GB (have 12GB) |
| Distilbert Distilgpt2 | Unknown | Q8 | Fits comfortably | 74.42 tok/sEstimated | 2GB (have 12GB) |
| Distilbert Distilgpt2 | Unknown | FP16 | Fits comfortably | 40.40 tok/sEstimated | 4GB (have 12GB) |
| Dphn Dolphin 2.9.1 Yi 1.5 34B | 34B | Q4 | Not supported | 31.01 tok/sEstimated | 17GB (have 12GB) |
| Dphn Dolphin 2.9.1 Yi 1.5 34B | 34B | Q8 | Not supported | 21.71 tok/sEstimated | 34GB (have 12GB) |
| Dphn Dolphin 2.9.1 Yi 1.5 34B | 34B | FP16 | Not supported | 11.78 tok/sEstimated | 68GB (have 12GB) |
| Eleutherai Gpt Neo 125M | Unknown | Q4 | Fits comfortably | 106.31 tok/sEstimated | 1GB (have 12GB) |
| Eleutherai Gpt Neo 125M | Unknown | Q8 | Fits comfortably | 74.42 tok/sEstimated | 1GB (have 12GB) |
| Eleutherai Gpt Neo 125M | Unknown | FP16 | Fits comfortably | 40.40 tok/sEstimated | 1GB (have 12GB) |
| Eleutherai Pythia 70M Deduped | Unknown | Q4 | Fits comfortably | 106.31 tok/sEstimated | 1GB (have 12GB) |
| Eleutherai Pythia 70M Deduped | Unknown | Q8 | Fits comfortably | 74.42 tok/sEstimated | 1GB (have 12GB) |
| Eleutherai Pythia 70M Deduped | Unknown | FP16 | Fits comfortably | 40.40 tok/sEstimated | 1GB (have 12GB) |
| Essentialai Rnj 1 | Unknown | Q4 | Fits comfortably | 88.59 tok/sEstimated | 4GB (have 12GB) |
| Essentialai Rnj 1 | Unknown | Q8 | Fits comfortably | 62.02 tok/sEstimated | 7GB (have 12GB) |
| Essentialai Rnj 1 | Unknown | FP16 | Not supported | 33.67 tok/sEstimated | 14GB (have 12GB) |
| Facebook Opt 125M | Unknown | Q4 | Fits comfortably | 106.31 tok/sEstimated | 1GB (have 12GB) |
| Facebook Opt 125M | Unknown | Q8 | Fits comfortably | 74.42 tok/sEstimated | 1GB (have 12GB) |
| Facebook Opt 125M | Unknown | FP16 | Fits comfortably | 40.40 tok/sEstimated | 1GB (have 12GB) |
| Facebook Sam3 | Unknown | Q4 | Fits comfortably | 106.31 tok/sEstimated | 2GB (have 12GB) |
| Facebook Sam3 | Unknown | Q8 | Fits comfortably | 74.42 tok/sEstimated | 3GB (have 12GB) |
| Facebook Sam3 | Unknown | FP16 | Fits comfortably | 40.40 tok/sEstimated | 6GB (have 12GB) |
| Fireredteam Firered Image Edit 1 0 | Unknown | Q4 | Fits comfortably | 88.59 tok/sEstimated | 4GB (have 12GB) |
| Fireredteam Firered Image Edit 1 0 | Unknown | Q8 | Fits comfortably | 62.02 tok/sEstimated | 7GB (have 12GB) |
| Fireredteam Firered Image Edit 1 0 | Unknown | FP16 | Not supported | 33.67 tok/sEstimated | 14GB (have 12GB) |
| Gensyn Qwen2.5 0.5B Instruct | 0.5B | Q4 | Fits comfortably | 106.31 tok/sEstimated | 1GB (have 12GB) |
| Gensyn Qwen2.5 0.5B Instruct | 0.5B | Q8 | Fits comfortably | 74.42 tok/sEstimated | 1GB (have 12GB) |
| Gensyn Qwen2.5 0.5B Instruct | 0.5B | FP16 | Fits comfortably | 40.40 tok/sEstimated | 1GB (have 12GB) |
| Google Bert Bert Base Uncased | Unknown | Q4 | Fits comfortably | 88.59 tok/sEstimated | 4GB (have 12GB) |
| Google Bert Bert Base Uncased | Unknown | Q8 | Fits comfortably | 62.02 tok/sEstimated | 7GB (have 12GB) |
| Google Bert Bert Base Uncased | Unknown | FP16 | Not supported | 33.67 tok/sEstimated | 14GB (have 12GB) |
| Google Embeddinggemma 300M | Unknown | Q4 | Fits comfortably | 106.31 tok/sEstimated | 1GB (have 12GB) |
| Google Embeddinggemma 300M | Unknown | Q8 | Fits comfortably | 74.42 tok/sEstimated | 1GB (have 12GB) |
| Google Embeddinggemma 300M | Unknown | FP16 | Fits comfortably | 40.40 tok/sEstimated | 1GB (have 12GB) |
| Google Gemma 2 27B It | 27B | Q4 | Not supported | 48.73 tok/sEstimated | 14GB (have 12GB) |
| Google Gemma 2 27B It | 27B | Q8 | Not supported | 34.11 tok/sEstimated | 27GB (have 12GB) |
| Google Gemma 2 27B It | 27B | FP16 | Not supported | 18.52 tok/sEstimated | 54GB (have 12GB) |
| Google Gemma 2 2B It | 2B | Q4 | Fits comfortably | 106.31 tok/sEstimated | 1GB (have 12GB) |
| Google Gemma 2 2B It | 2B | Q8 | Fits comfortably | 74.42 tok/sEstimated | 2GB (have 12GB) |
| Google Gemma 2 2B It | 2B | FP16 | Fits comfortably | 40.40 tok/sEstimated | 4GB (have 12GB) |
| Google Gemma 2 9B It | 9B | Q4 | Fits comfortably | 66.45 tok/sEstimated | 5GB (have 12GB) |
| Google Gemma 2 9B It | 9B | Q8 | Fits comfortably | 46.51 tok/sEstimated | 9GB (have 12GB) |
| Google Gemma 2 9B It | 9B | FP16 | Not supported | 25.25 tok/sEstimated | 18GB (have 12GB) |
| Google Gemma 2B | 2B | Q4 | Fits comfortably | 106.31 tok/sEstimated | 1GB (have 12GB) |
| Google Gemma 2B | 2B | Q8 | Fits comfortably | 74.42 tok/sEstimated | 2GB (have 12GB) |
| Google Gemma 2B | 2B | FP16 | Fits comfortably | 40.40 tok/sEstimated | 4GB (have 12GB) |
| Google Gemma 3 1B It | 1B | Q4 | Fits comfortably | 106.31 tok/sEstimated | 1GB (have 12GB) |
| Google Gemma 3 1B It | 1B | Q8 | Fits comfortably | 74.42 tok/sEstimated | 1GB (have 12GB) |
| Google Gemma 3 1B It | 1B | FP16 | Fits comfortably | 40.40 tok/sEstimated | 2GB (have 12GB) |
| Google Gemma 3 270M It | Unknown | Q4 | Fits comfortably | 106.31 tok/sEstimated | 1GB (have 12GB) |
| Google Gemma 3 270M It | Unknown | Q8 | Fits comfortably | 74.42 tok/sEstimated | 1GB (have 12GB) |
| Google Gemma 3 270M It | Unknown | FP16 | Fits comfortably | 40.40 tok/sEstimated | 1GB (have 12GB) |
| Google T5 T5 3B | 3B | Q4 | Fits comfortably | 106.31 tok/sEstimated | 2GB (have 12GB) |
| Google T5 T5 3B | 3B | Q8 | Fits comfortably | 74.42 tok/sEstimated | 3GB (have 12GB) |
| Google T5 T5 3B | 3B | FP16 | Fits comfortably | 40.40 tok/sEstimated | 6GB (have 12GB) |
| Gsai Ml Llada 8B Base | 8B | Q4 | Fits comfortably | 88.59 tok/sEstimated | 4GB (have 12GB) |
| Gsai Ml Llada 8B Base | 8B | Q8 | Fits comfortably | 62.02 tok/sEstimated | 8GB (have 12GB) |
| Gsai Ml Llada 8B Base | 8B | FP16 | Not supported | 33.67 tok/sEstimated | 16GB (have 12GB) |
| Gsai Ml Llada 8B Instruct | 8B | Q4 | Fits comfortably | 88.59 tok/sEstimated | 4GB (have 12GB) |
| Gsai Ml Llada 8B Instruct | 8B | Q8 | Fits comfortably | 62.02 tok/sEstimated | 8GB (have 12GB) |
| Gsai Ml Llada 8B Instruct | 8B | FP16 | Not supported | 33.67 tok/sEstimated | 16GB (have 12GB) |
| Hmellor Tiny Random Llamaforcausallm | Unknown | Q4 | Fits comfortably | 106.31 tok/sEstimated | 1GB (have 12GB) |
| Hmellor Tiny Random Llamaforcausallm | Unknown | Q8 | Fits comfortably | 74.42 tok/sEstimated | 1GB (have 12GB) |
| Hmellor Tiny Random Llamaforcausallm | Unknown | FP16 | Fits comfortably | 40.40 tok/sEstimated | 1GB (have 12GB) |
| Huggingfaceh4 Zephyr 7B Beta | 7B | Q4 | Fits comfortably | 88.59 tok/sEstimated | 4GB (have 12GB) |
| Huggingfaceh4 Zephyr 7B Beta | 7B | Q8 | Fits comfortably | 62.02 tok/sEstimated | 7GB (have 12GB) |
| Huggingfaceh4 Zephyr 7B Beta | 7B | FP16 | Not supported | 33.67 tok/sEstimated | 14GB (have 12GB) |
| Huggingfacem4 Tiny Random Llamaforcausallm | Unknown | Q4 | Fits comfortably | 88.59 tok/sEstimated | 2GB (have 12GB) |
| Huggingfacem4 Tiny Random Llamaforcausallm | Unknown | Q8 | Fits comfortably | 62.02 tok/sEstimated | 4GB (have 12GB) |
| Huggingfacem4 Tiny Random Llamaforcausallm | Unknown | FP16 | Fits comfortably | 33.67 tok/sEstimated | 8GB (have 12GB) |
| Huggingfacetb Smollm 135M | Unknown | Q4 | Fits comfortably | 106.31 tok/sEstimated | 1GB (have 12GB) |
| Huggingfacetb Smollm 135M | Unknown | Q8 | Fits comfortably | 74.42 tok/sEstimated | 1GB (have 12GB) |
| Huggingfacetb Smollm 135M | Unknown | FP16 | Fits comfortably | 40.40 tok/sEstimated | 1GB (have 12GB) |
| Huggingfacetb Smollm2 135M | Unknown | Q4 | Fits comfortably | 106.31 tok/sEstimated | 1GB (have 12GB) |
| Huggingfacetb Smollm2 135M | Unknown | Q8 | Fits comfortably | 74.42 tok/sEstimated | 1GB (have 12GB) |
| Huggingfacetb Smollm2 135M | Unknown | FP16 | Fits comfortably | 40.40 tok/sEstimated | 1GB (have 12GB) |
| Huggyllama Llama 7B | 7B | Q4 | Fits comfortably | 88.59 tok/sEstimated | 4GB (have 12GB) |
| Huggyllama Llama 7B | 7B | Q8 | Fits comfortably | 62.02 tok/sEstimated | 7GB (have 12GB) |
| Huggyllama Llama 7B | 7B | FP16 | Not supported | 33.67 tok/sEstimated | 14GB (have 12GB) |
| Ibm Granite Granite 3.3 2B Instruct | 2B | Q4 | Fits comfortably | 106.31 tok/sEstimated | 1GB (have 12GB) |
| Ibm Granite Granite 3.3 2B Instruct | 2B | Q8 | Fits comfortably | 74.42 tok/sEstimated | 2GB (have 12GB) |
| Ibm Granite Granite 3.3 2B Instruct | 2B | FP16 | Fits comfortably | 40.40 tok/sEstimated | 4GB (have 12GB) |
| Ibm Granite Granite 3.3 8B Instruct | 8B | Q4 | Fits comfortably | 88.59 tok/sEstimated | 4GB (have 12GB) |
| Ibm Granite Granite 3.3 8B Instruct | 8B | Q8 | Fits comfortably | 62.02 tok/sEstimated | 8GB (have 12GB) |
| Ibm Granite Granite 3.3 8B Instruct | 8B | FP16 | Not supported | 33.67 tok/sEstimated | 16GB (have 12GB) |
| Ibm Granite Granite Docling 258M | Unknown | Q4 | Fits comfortably | 106.31 tok/sEstimated | 1GB (have 12GB) |
| Ibm Granite Granite Docling 258M | Unknown | Q8 | Fits comfortably | 74.42 tok/sEstimated | 1GB (have 12GB) |
| Ibm Granite Granite Docling 258M | Unknown | FP16 | Fits comfortably | 40.40 tok/sEstimated | 1GB (have 12GB) |
| Ibm Research Powermoe 3B | 3B | Q4 | Fits comfortably | 106.31 tok/sEstimated | 2GB (have 12GB) |
| Ibm Research Powermoe 3B | 3B | Q8 | Fits comfortably | 74.42 tok/sEstimated | 3GB (have 12GB) |
| Ibm Research Powermoe 3B | 3B | FP16 | Fits comfortably | 40.40 tok/sEstimated | 6GB (have 12GB) |
| Ilyagusev Saiga Llama3 8B | 8B | Q4 | Fits comfortably | 88.59 tok/sEstimated | 2GB (have 12GB) |
| Ilyagusev Saiga Llama3 8B | 8B | Q8 | Fits comfortably | 62.02 tok/sEstimated | 4GB (have 12GB) |
| Ilyagusev Saiga Llama3 8B | 8B | FP16 | Fits comfortably | 33.67 tok/sEstimated | 8GB (have 12GB) |
| Inference Net Schematron 3B | 3B | Q4 | Fits comfortably | 106.31 tok/sEstimated | 2GB (have 12GB) |
| Inference Net Schematron 3B | 3B | Q8 | Fits comfortably | 74.42 tok/sEstimated | 3GB (have 12GB) |
| Inference Net Schematron 3B | 3B | FP16 | Fits comfortably | 40.40 tok/sEstimated | 6GB (have 12GB) |
| Kaitchup Phi 3 Mini 4K Instruct Gptq 4bit | Unknown | Q4 | Fits comfortably | 88.59 tok/sEstimated | 2GB (have 12GB) |
| Kaitchup Phi 3 Mini 4K Instruct Gptq 4bit | Unknown | Q8 | Fits comfortably | 62.02 tok/sEstimated | 4GB (have 12GB) |
| Kaitchup Phi 3 Mini 4K Instruct Gptq 4bit | Unknown | FP16 | Fits comfortably | 33.67 tok/sEstimated | 8GB (have 12GB) |
| Liquidai Lfm2 1.2B | 1.2B | Q4 | Fits comfortably | 106.31 tok/sEstimated | 1GB (have 12GB) |
| Liquidai Lfm2 1.2B | 1.2B | Q8 | Fits comfortably | 74.42 tok/sEstimated | 2GB (have 12GB) |
| Liquidai Lfm2 1.2B | 1.2B | FP16 | Fits comfortably | 40.40 tok/sEstimated | 3GB (have 12GB) |
| Liuhaotian Llava V1.5 7B | 7B | Q4 | Fits comfortably | 88.59 tok/sEstimated | 4GB (have 12GB) |
| Liuhaotian Llava V1.5 7B | 7B | Q8 | Fits comfortably | 62.02 tok/sEstimated | 7GB (have 12GB) |
| Liuhaotian Llava V1.5 7B | 7B | FP16 | Not supported | 33.67 tok/sEstimated | 14GB (have 12GB) |
| Llamafactory Tiny Random Llama 3 | Unknown | Q4 | Fits comfortably | 106.31 tok/sEstimated | 2GB (have 12GB) |
| Llamafactory Tiny Random Llama 3 | Unknown | Q8 | Fits comfortably | 74.42 tok/sEstimated | 3GB (have 12GB) |
| Llamafactory Tiny Random Llama 3 | Unknown | FP16 | Fits comfortably | 40.40 tok/sEstimated | 6GB (have 12GB) |
| Lmstudio Community Deepseek R1 0528 Qwen3 8B Mlx 4bit | 8B | Q4 | Fits comfortably | 110.74 tok/sEstimated | 4GB (have 12GB) |
| Lmstudio Community Deepseek R1 0528 Qwen3 8B Mlx 4bit | 8B | Q8 | Fits comfortably | 77.52 tok/sEstimated | 8GB (have 12GB) |
| Lmstudio Community Deepseek R1 0528 Qwen3 8B Mlx 4bit | 8B | FP16 | Not supported | 42.08 tok/sEstimated | 16GB (have 12GB) |
| Lmstudio Community Deepseek R1 0528 Qwen3 8B Mlx 8bit | 8B | Q4 | Fits comfortably | 110.74 tok/sEstimated | 4GB (have 12GB) |
| Lmstudio Community Deepseek R1 0528 Qwen3 8B Mlx 8bit | 8B | Q8 | Fits comfortably | 77.52 tok/sEstimated | 8GB (have 12GB) |
| Lmstudio Community Deepseek R1 0528 Qwen3 8B Mlx 8bit | 8B | FP16 | Not supported | 42.08 tok/sEstimated | 16GB (have 12GB) |
| Lmstudio Community Qwen3 4B Thinking 2507 Mlx 4bit | 4B | Q4 | Fits comfortably | 88.59 tok/sEstimated | 2GB (have 12GB) |
| Lmstudio Community Qwen3 4B Thinking 2507 Mlx 4bit | 4B | Q8 | Fits comfortably | 62.02 tok/sEstimated | 4GB (have 12GB) |
| Lmstudio Community Qwen3 4B Thinking 2507 Mlx 4bit | 4B | FP16 | Fits comfortably | 33.67 tok/sEstimated | 8GB (have 12GB) |
| Lmstudio Community Qwen3 4B Thinking 2507 Mlx 6bit | 4B | Q4 | Fits comfortably | 88.59 tok/sEstimated | 2GB (have 12GB) |
| Lmstudio Community Qwen3 4B Thinking 2507 Mlx 6bit | 4B | Q8 | Fits comfortably | 62.02 tok/sEstimated | 4GB (have 12GB) |
| Lmstudio Community Qwen3 4B Thinking 2507 Mlx 6bit | 4B | FP16 | Fits comfortably | 33.67 tok/sEstimated | 8GB (have 12GB) |
| Lmstudio Community Qwen3 4B Thinking 2507 Mlx 8bit | 4B | Q4 | Fits comfortably | 88.59 tok/sEstimated | 2GB (have 12GB) |
| Lmstudio Community Qwen3 4B Thinking 2507 Mlx 8bit | 4B | Q8 | Fits comfortably | 62.02 tok/sEstimated | 4GB (have 12GB) |
| Lmstudio Community Qwen3 4B Thinking 2507 Mlx 8bit | 4B | FP16 | Fits comfortably | 33.67 tok/sEstimated | 8GB (have 12GB) |
| Lmstudio Community Qwen3 Coder 30B A3b Instruct Mlx 4bit | 30B | Q4 | Not supported | 48.73 tok/sEstimated | 15GB (have 12GB) |
| Lmstudio Community Qwen3 Coder 30B A3b Instruct Mlx 4bit | 30B | Q8 | Not supported | 34.11 tok/sEstimated | 30GB (have 12GB) |
| Lmstudio Community Qwen3 Coder 30B A3b Instruct Mlx 4bit | 30B | FP16 | Not supported | 18.52 tok/sEstimated | 60GB (have 12GB) |
| Lmstudio Community Qwen3 Coder 30B A3b Instruct Mlx 5bit | 30B | Q4 | Not supported | 48.73 tok/sEstimated | 15GB (have 12GB) |
| Lmstudio Community Qwen3 Coder 30B A3b Instruct Mlx 5bit | 30B | Q8 | Not supported | 34.11 tok/sEstimated | 30GB (have 12GB) |
| Lmstudio Community Qwen3 Coder 30B A3b Instruct Mlx 5bit | 30B | FP16 | Not supported | 18.52 tok/sEstimated | 60GB (have 12GB) |
| Lmstudio Community Qwen3 Coder 30B A3b Instruct Mlx 6bit | 30B | Q4 | Not supported | 48.73 tok/sEstimated | 15GB (have 12GB) |
| Lmstudio Community Qwen3 Coder 30B A3b Instruct Mlx 6bit | 30B | Q8 | Not supported | 34.11 tok/sEstimated | 30GB (have 12GB) |
| Lmstudio Community Qwen3 Coder 30B A3b Instruct Mlx 6bit | 30B | FP16 | Not supported | 18.52 tok/sEstimated | 60GB (have 12GB) |
| Lmstudio Community Qwen3 Coder 30B A3b Instruct Mlx 8bit | 30B | Q4 | Not supported | 48.73 tok/sEstimated | 15GB (have 12GB) |
| Lmstudio Community Qwen3 Coder 30B A3b Instruct Mlx 8bit | 30B | Q8 | Not supported | 34.11 tok/sEstimated | 30GB (have 12GB) |
| Lmstudio Community Qwen3 Coder 30B A3b Instruct Mlx 8bit | 30B | FP16 | Not supported | 18.52 tok/sEstimated | 60GB (have 12GB) |
| Lmsys Vicuna 7B V1.5 | 7B | Q4 | Fits comfortably | 88.59 tok/sEstimated | 4GB (have 12GB) |
| Lmsys Vicuna 7B V1.5 | 7B | Q8 | Fits comfortably | 62.02 tok/sEstimated | 7GB (have 12GB) |
| Lmsys Vicuna 7B V1.5 | 7B | FP16 | Not supported | 33.67 tok/sEstimated | 14GB (have 12GB) |
| Meta Llama Llama 2 13B Chat HF | 13B | Q4 | Fits comfortably | 66.45 tok/sEstimated | 7GB (have 12GB) |
| Meta Llama Llama 2 13B Chat HF | 13B | Q8 | Not supported | 46.51 tok/sEstimated | 13GB (have 12GB) |
| Meta Llama Llama 2 13B Chat HF | 13B | FP16 | Not supported | 25.25 tok/sEstimated | 26GB (have 12GB) |
Note: Performance estimates are calculated. Real results may vary. Methodology · Submit real data
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Data-backed answers pulled from community benchmarks, manufacturer specs, and live pricing.
A CUDA user benchmarking Qwen 2.5 14B Instruct Q4_K on a 4070 Ti Super reported ~72 tokens/sec—roughly 40% faster than the LocalScore baseline for that quant.
Source: Reddit – /r/LocalLLaMA (mlbgc2j)
LM Studio logs ~35 tok/s on gemma2-9b Q8_0 and ~25 tok/s on gemma-2-27b Q4_K_M with dual 4070 Ti Supers, delivering sub-0.2 s time-to-first-token for 9B workloads.
Source: Reddit – /r/LocalLLaMA (mehsra3)
Users on 12 GB mobile 4070 Ti rigs see QWQ stuck near 3.7 tok/s until they manually offload additional layers to the GPU—highlighting how VRAM ceilings restrict high-context models.
Source: Reddit – /r/LocalLLaMA (mjbgky4)
RTX 4070 Ti is rated at 285 W, ships with 12 GB GDDR6X, and relies on the 16-pin 12VHPWR connector. NVIDIA’s PSU guidance is 700 W or higher.
Source: TechPowerUp – RTX 4070 Ti Specs
As of Nov 2025, Amazon listed the 4070 Ti at $799 in stock.
Source: Supabase price tracker snapshot – 2025-11-03
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