GPUs & Macs › Apple M1 Max

Apple M1 Max: local LLM speed

2 measured results for the Apple M1 Max.

Measured results

ModelGenerate
tok/s
Prompt
tok/s
QuantBackendTestSource
gpt-oss 20B75.2995MXFP4Metal FA ontg128llama.cpp #15396 details
gpt-oss 20B75.2995MXFP4Metal,BLAS FA ontg128llama.cpp #15396 details

What fits on the Apple M1 Max

No measured run yet; estimates use spec bandwidth × 0.83 (typical efficiency for Apple). Fit assumes the whole model in GPU memory with ~8K context.

With 16 GB unified memory

ModelBest quant that fitsFileExpected tok/s
Qwen3.8-27BUD-IQ2_XXS7.3 GB45.7 estimate
gemma-4-12B-itQ6_K9.8 GB34.0 estimate
Qwen3.5-9BQ8_09.5 GB34.9 estimate
Qwen3.5-4BQ8_04.5 GB74.2 estimate
Qwen3.6-35B-A3BUD-IQ1_M10.0 GB193 estimate
gemma-4-26B-A4B-itUD-IQ2_M10.0 GB108 estimate
MiMo-V2.6-Distill-Qwen-9BQ8_09.5 GB34.8 estimate
gemma-4-E4B-itQ8_08.2 GB40.6 estimate

With 36 GB unified memory

ModelBest quant that fitsFileExpected tok/s
Qwen3.8-27BUD-Q6_K22.0 GB15.1 estimate
gemma-4-12B-itQ8_012.7 GB26.2 estimate
Qwen3.5-9BQ8_09.5 GB34.9 estimate
Qwen3.5-4BQ8_04.5 GB74.2 estimate
Qwen3.6-35B-A3BUD-Q5_K_S24.9 GB77.8 estimate
gemma-4-26B-A4B-itUD-Q6_K23.2 GB46.6 estimate
MiMo-V2.6-Distill-Qwen-9BQ8_09.5 GB34.8 estimate
gemma-4-E4B-itQ8_08.2 GB40.6 estimate

With 64 GB unified memory

ModelBest quant that fitsFileExpected tok/s
Qwen3.8-27BQ8_029.0 GB11.4 estimate
gemma-4-12B-itQ8_012.7 GB26.2 estimate
Qwen3.5-9BQ8_09.5 GB34.9 estimate
Qwen3.5-4BQ8_04.5 GB74.2 estimate
Qwen3.6-35B-A3BQ8_036.9 GB52.6 estimate
gemma-4-26B-A4B-itQ8_026.9 GB40.2 estimate
MiMo-V2.6-Distill-Qwen-9BQ8_09.5 GB34.8 estimate
gemma-4-E4B-itQ8_08.2 GB40.6 estimate

With 128 GB unified memory

ModelBest quant that fitsFileExpected tok/s
Qwen3.8-27BQ8_029.0 GB11.4 estimate
gemma-4-12B-itQ8_012.7 GB26.2 estimate
Qwen3.5-9BQ8_09.5 GB34.9 estimate
Qwen3.5-4BQ8_04.5 GB74.2 estimate
Qwen3.6-35B-A3BQ8_036.9 GB52.6 estimate
Qwen3.8-Flash-NextUD-IQ3_XXS82.0 GB4.1 estimate
gemma-4-26B-A4B-itQ8_026.9 GB40.2 estimate
MiMo-V2.6-Distill-Qwen-9BQ8_09.5 GB34.8 estimate

Open in the picker

Similar hardware

Apple M1 (7-core GPU) · Apple M1 (8-core GPU) · Apple M1 Pro (14-core GPU) · Apple M1 Pro (16-core GPU) · Apple M1 Max (24-core GPU) · Apple M1 Max (32-core GPU) · Apple M1 Ultra (48-core GPU) · Apple M1 Ultra (64-core GPU)