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Comparison

NVIDIA GeForce RTX 4090 vs NVIDIA DGX Spark for local LLMs

NVIDIA GeForce RTX 4090 (24GB usable, 1010 GB/s) vs NVIDIA DGX Spark (115.2GB usable, 273 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 GeForce RTX 4090NVIDIA DGX Spark
TypeNVIDIA GPUNVIDIA prebuilt
Memory for models24 GB VRAM115.2 GB GPU-usable unified
Memory bandwidth1010 GB/s273 GB/s
Price$1,599 MSRP$4,699 base price
TDP450 W
BackendsCUDA · VulkanCUDA
Gaming (estimate)4K-class

Specs as of 2026-07-08 / 2026-07-11 — sources on each product page. Gaming tier is estimated from FP32 compute, not a game benchmark.

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 GeForce RTX 4090

$1,599 MSRP · as of 2026-07-08

NVIDIA DGX Spark

$4,699 base price · as of 2026-07-11

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