llamaperf

M1 Max 32GB vs M4 16GB for local LLMs

2 reports on the M1 Max 32GB and 26 on the M4 16GB

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 3.4x higher on the M1 Max 32GB (410 GB/s on the M1 Max 32GB, 120 on the M4 16GB). The estimates below compare them on the models people run most.

M1 Max 32GB
Memory
32GB unified
Memory bandwidth
410 GB/s
FP16 compute
10.4 TFLOPS
Reports
2
M4 16GB
Memory
16GB unified
Memory bandwidth
120 GB/s
FP16 compute
4.3 TFLOPS
Reports
26

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 Max 32GBM4 16GB
Qwen3.8 27B20.1 t/sQ4_K_Sdoesn't fit at these settings
Qwen3.8 125B · 6B activedoesn't fit at these settingsdoesn't fit at these settings
Qwen3.6 35B · 3B active73.2 t/sQ3_K_Mdoesn't fit at these settings
DeepSeek V4 Flash 284B · 13B activedoesn't fit at these settingsdoesn't fit at these settings
Qwen3.6 27B20.1 t/sQ4_K_Sdoesn't fit at these settings
Gemma 4 26B · 4B active44.3 t/sQ4_K_Mdoesn't fit at these settings

Change the context, RAM or model in the calculator: M1 Max 32GB · M4 16GB

Every report on each card, with its source: M1 Max 32GB · M4 16GB

More comparisons