llamaperf

M4 Pro 48GB vs M6 32GB for local LLMs

7 reports on the M4 Pro 48GB and 2 on the M6 32GB

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 1.6x higher on the M4 Pro 48GB (273 GB/s on the M4 Pro 48GB, 171 on the M6 32GB). The estimates below compare them on the models people run most.

M4 Pro 48GB
Memory
48GB unified
Memory bandwidth
273 GB/s
FP16 compute
9.2 TFLOPS
Reports
7
M6 32GB
Memory
32GB unified
Memory bandwidth
171 GB/s
FP16 compute
not on record
Reports
2

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.

ModelM4 Pro 48GBM6 32GB
Qwen3.8 27B9.4 t/sQ6_K10.5 t/sQ4_K_S
Qwen3.8 125B · 6B activedoesn't fit at these settingsdoesn't fit at these settings
DeepSeek V4 Flash 284B · 13B activedoesn't fit at these settingsdoesn't fit at these settings
Qwen3.6 35B · 3B active37.5 t/sQ5_K_M38.2 t/sQ3_K_M
Qwen3.6 27B9.4 t/sQ6_K10.5 t/sQ4_K_S
Gemma 4 26B · 4B active18.3 t/sQ8_023.2 t/sQ4_K_M

Change the context, RAM or model in the calculator: M4 Pro 48GB · M6 32GB

Every report on each card, with its source: M4 Pro 48GB · M6 32GB

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