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Comparison

NVIDIA DGX Spark vs Mac mini M4 24GB for local LLMs

NVIDIA DGX Spark (115.2GB usable, 273 GB/s) vs Mac mini M4 24GB (18GB usable, 120 GB/s) for local LLMs: capacity decides which models load at all, memory bandwidth decides the speed tier. Verdicts below are computed per model at each machine's best clean quant.

NVIDIA DGX Spark verdicts are beta: fit is physics and holds, but speed tiers aren't calibrated yet for that hardware class.
SpecNVIDIA DGX SparkMac mini M4 24GB
TypeNVIDIA prebuiltApple prebuilt
Memory for models115.2 GB GPU-usable unified18 GB GPU-usable unified
Memory bandwidth273 GB/s120 GB/s
Price$4,699 base price$999 base price
BackendsCUDAMetal

Specs as of 2026-07-11 — sources on each product page.

What each can run, head to head

The 12 most-downloaded models we track, each graded at that machine's best clean-fit quant (llama.cpp, 8K context). Click a verdict for the full breakdown.

NVIDIA DGX Spark

$4,699 base price · as of 2026-07-11

Mac mini M4 24GB

$999 base price · as of 2026-07-11

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Verdicts computed from published specs and measured GGUF sizes — how the math works.