TokenAssemble

Comparison

NVIDIA DGX Spark vs NVIDIA GeForce RTX 3090 for local LLMs

NVIDIA DGX Spark (115.2GB usable, 273 GB/s) vs NVIDIA GeForce RTX 3090 (24GB usable, 936.2 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 SparkNVIDIA GeForce RTX 3090
TypeNVIDIA prebuiltNVIDIA GPU
Memory for models115.2 GB GPU-usable unified24 GB VRAM
Memory bandwidth273 GB/s936.2 GB/s
Price$4,699 base price$1,499 MSRP
TDP350 W
BackendsCUDACUDA · Vulkan
Gaming (estimate)1440p-class

Specs as of 2026-07-11 / 2026-07-08 — 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 DGX Spark

$4,699 base price · as of 2026-07-11

NVIDIA GeForce RTX 3090

$1,499 MSRP · as of 2026-07-08

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