llamaperf

M1 Ultra 64GB vs M4 Pro 64GB for local LLMs

4 reports on the M1 Ultra 64GB and 33 on the M4 Pro 64GB

Which is faster for local LLMs?

Nobody has reported the same model at the same quant on both cards yet, so there's no measured head-to-head. Memory bandwidth, which caps how fast a card can write, is 3.0x higher on the M1 Ultra 64GB (819 GB/s on the M1 Ultra 64GB, 273 on the M4 Pro 64GB). The estimates below compare them on the models people run most.

M1 Ultra 64GB
Memory
64GB unified
Memory bandwidth
819 GB/s
FP16 compute
21 TFLOPS
Reports
4
M4 Pro 64GB
Memory
64GB unified
Memory bandwidth
273 GB/s
FP16 compute
9.2 TFLOPS
Reports
33

Estimated by the calculator

The quant the calculator recommends for each card and its estimated speed at a 32,768-token context with 32 GB of system RAM, from memory bandwidth and the model's shape.

ModelM1 Ultra 64GBM4 Pro 64GB
Qwen3.8 27B14.9 t/sQ8_07.7 t/sQ8_0
Qwen3.8 125B · 6B active68.0 t/sQ2_K34.9 t/sQ2_K
Qwen3.6 35B · 3B active47.1 t/sQ8_024.1 t/sQ8_0
DeepSeek V4 Flash 284B · 13B activedoesn't fit at these settingsdoesn't fit at these settings
Qwen3.6 27B14.9 t/sQ8_07.7 t/sQ8_0
Gemma 4 26B · 4B active40.4 t/sQ8_020.7 t/sQ8_0

Change the context, RAM or model in the calculator: M1 Ultra 64GB · M4 Pro 64GB

Every report on each card, with its source: M1 Ultra 64GB · M4 Pro 64GB

More comparisons