llamaperf

A18 Pro 8GB vs M1 8GB for local LLMs

0 reports on the A18 Pro 8GB and 2 on the M1 8GB

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 14% higher on the M1 8GB (60 GB/s on the A18 Pro 8GB, 68 on the M1 8GB). The estimates below compare them on the models people run most.

A18 Pro 8GB
Memory
8GB unified
Memory bandwidth
60 GB/s
FP16 compute
not on record
Reports
0
M1 8GB
Memory
8GB unified
Memory bandwidth
68 GB/s
FP16 compute
2.6 TFLOPS
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.

ModelA18 Pro 8GBM1 8GB
Qwen3.8 27Bdoesn't fit at these settingsdoesn't fit at these settings
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 activedoesn't fit at these settingsdoesn't fit at these settings
Qwen3.6 27Bdoesn't fit at these settingsdoesn't fit at these settings
Gemma 4 26B · 4B activedoesn't fit at these settingsdoesn't fit at these settings

Change the context, RAM or model in the calculator: A18 Pro 8GB · M1 8GB

Every report on each card, with its source: A18 Pro 8GB · M1 8GB

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