M4 32GB
Apple Silicon
32GB VRAM · 120 GB/s bandwidth · 9.2 FP16 TFLOPS · 20W TDP · $1,399 street price
The M4 32GB has 32GB of VRAM. With only 32GB available, no current reference LLMs fit comfortably at Q4 quantization. Consider GPUs with 12GB+ VRAM for local inference.
What LLMs can you run?
| Model | Params | Q4 Weight | Fit | Decode |
|---|---|---|---|---|
| Gemma 3 4B | 4.0B | 2 GB | tight | 26 tok/s |
| Qwen 2.5 7B | 7.6B | 4 GB | tight | 13 tok/s |
| Llama 3.1 8B | 8.0B | 4 GB | tight | 13 tok/s |
| Mistral Small 24B | 24.0B | 12 GB | tight | 4 tok/s |
| Gemma 3 27B | 27.4B | 14 GB | tight | 3 tok/s |
| Qwen 2.5 Coder 32B | 32.5B | 16 GB | tight | 3 tok/s |
| Llama 3.3 70B | 70.6B | 35 GB | won't fit | |
| Qwen 2.5 72B | 72.7B | 36 GB | won't fit | |
| Llama 3.1 405B | 405B | 202 GB | won't fit | |
| DeepSeek R1 671B | 671B | 336 GB | won't fit |
Similar GPUs
| GPU | VRAM | BW | TFLOPS | TDP |
|---|---|---|---|---|
| M1 Max 32GB | 32GB | 200 GB/s | 21.2 | 60W |
| M1 Pro 32GB | 32GB | 200 GB/s | 10.6 | 30W |
| M2 Max 32GB | 32GB | 200 GB/s | 27.2 | 60W |
| M2 Pro 32GB | 32GB | 200 GB/s | 13.6 | 30W |
| Radeon PRO V620 | 32GB | 512 GB/s | 40.5 | 300W |
Compare with another GPU
Select another GPU to compare specs and model performance side by side.