GPUs & Macs › Apple M1 Ultra

Apple M1 Ultra: local LLM speed

1 measured result for the Apple M1 Ultra.

Measured results

ModelGenerate
tok/s
Prompt
tok/s
QuantBackendTestSource
Gemma 4 E4B69.71,173Q4_K_MMetal tg128majid.info log details

What fits on the Apple M1 Ultra

Estimates for this chip are scaled from a measured run: Gemma 4 E4B Q4_K_M at 69.7 tok/s (Metal, source). Fit assumes the whole model in GPU memory with ~8K context.

With 16 GB unified memory

ModelBest quant that fitsFileExpected tok/s
gemma-4-12B-itQ6_K9.8 GB35.5 estimate
Qwen3.5-9BQ8_09.5 GB36.4 estimate
Qwen3.5-4BQ8_04.5 GB77.4 estimate
MiMo-V2.6-Distill-Qwen-9BQ8_09.5 GB36.4 estimate
Qwen3-4BQ8_04.3 GB81.1 estimate
gemma-4-12B-it-qat-q4_0-unquantizedUD-Q4_K_XL6.7 GB51.7 estimate
gemma-3-1b-itQ8_01.1 GB289 estimate
gemma-4-E2B-itQ8_05.0 GB69.9 estimate

With 36 GB unified memory

ModelBest quant that fitsFileExpected tok/s
gemma-4-12B-itQ8_012.7 GB27.4 estimate
Qwen3.5-9BQ8_09.5 GB36.4 estimate
Qwen3.5-4BQ8_04.5 GB77.4 estimate
MiMo-V2.6-Distill-Qwen-9BQ8_09.5 GB36.4 estimate
Muse-Glimmer-30BUD-Q5_K_M19.2 GB18.1 estimate
Qwen3-4BQ8_04.3 GB81.1 estimate
gemma-4-26B-A4B-it-qat-q4_0-unquantizedUD-Q4_K_XL14.2 GB79.2 estimate
gemma-4-12B-it-qat-q4_0-unquantizedUD-Q4_K_XL6.7 GB51.7 estimate

With 64 GB unified memory

ModelBest quant that fitsFileExpected tok/s
gemma-4-12B-itQ8_012.7 GB27.4 estimate
Qwen3.5-9BQ8_09.5 GB36.4 estimate
Qwen3.5-4BQ8_04.5 GB77.4 estimate
MiMo-V2.6-Distill-Qwen-9BQ8_09.5 GB36.4 estimate
Muse-Glimmer-30BQ8_029.6 GB11.7 estimate
Qwen3-4BQ8_04.3 GB81.1 estimate
gemma-4-26B-A4B-it-qat-q4_0-unquantizedUD-Q4_K_XL14.2 GB79.2 estimate
gemma-4-12B-it-qat-q4_0-unquantizedUD-Q4_K_XL6.7 GB51.7 estimate

With 128 GB unified memory

ModelBest quant that fitsFileExpected tok/s
gemma-4-12B-itQ8_012.7 GB27.4 estimate
Qwen3.5-9BQ8_09.5 GB36.4 estimate
Qwen3.5-4BQ8_04.5 GB77.4 estimate
MiMo-V2.6-Distill-Qwen-9BQ8_09.5 GB36.4 estimate
Muse-Glimmer-30BQ8_029.6 GB11.7 estimate
Qwen3-4BQ8_04.3 GB81.1 estimate
gemma-4-26B-A4B-it-qat-q4_0-unquantizedUD-Q4_K_XL14.2 GB79.2 estimate
gemma-4-12B-it-qat-q4_0-unquantizedUD-Q4_K_XL6.7 GB51.7 estimate

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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)