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DGX Spark vs RTX 3090

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Best sourced output tok/s per model (single-stream generation) — engine and version, quantization, context and a source link on every row. Hover a value for the quant.

DGX Spark48 sourced runs · best 86.8 tok/s
RTX 309018 verified runs · best 709.5 tok/s

Specs and evidence

DGX SparkRTX 3090
VRAM128 GB24 GB
Sourced runs on the board4818
Models measured911
Best output tok/s86.8 tok/s709.5 tok/s
Highest measured peak VRAM—22.0 GB
Street price (latest snapshot)—$1,720 used

Sourced rows only. Peak VRAM is recorded by the person who ran the benchmark, so it is a floor for what the card can hold, not a specification. Price snapshots.

Head-to-head

On the 4 models measured on both cards, DGX Spark leads on 3, RTX 3090 on 1. The widest gap is on Qwen3.8-27B: DGX Spark 56.0 tok/s vs RTX 3090 164.6 tok/s (RTX 3090 194% faster).

The measured matrix

ModelDGX SparkRTX 3090
LFM2.5-1.2B-Instruct—709.5 Q4_K_M
Qwen3.5-0.8B-MTP—476.1 Q6_K_XL
NVIDIA-Nemotron-3.5-Lightning-30B-A3B—353.7 NVFP4
LFM2.5-2.6B—305.6 Q4_K_M
Qwen3.5-4B-MTP—240.4 Q6_K_XL
Qwen3.8-27B56.0 NVFP4 W4A4164.6 EXL3-3.5bpw
Qwen3.5-9B-MTP—164.3 Q6_K_XL
Qwen 3.8 Flash86.8 EXL3 3.05bpw—
Qwen3.8-Flash-Next75.7 4.05bpw_h6_ng638.6 EXL3 2.50bpw
GLM-5.3-Flash64.1 EXL3 2.05 bpw28.1 EXL3 3.05 bpw
CYBER-FROST-3.860.7 EXL3—
Qwen3.8-Flash-Next-hibrid4860.0 NVFP4 (output head)—
NVIDIA-Nemotron-3.5-Super-VL-120B-A12B48.0 NVFP4—
DeepSeek-V4.1-Flash47.0 FP426.0 EXL3 3.0 bpw
Ornstein3.6-27B-MTP-NSC-ACE-SABER—32.9 Q4_K_M
Underdog-Saluki-27B22.6 IQ2-mix—

Head-to-head (models tested on both): DGX Spark 3 · RTX 3090 1 · tied 0 · data as of Oct 17, 2026. Full rules: methodology.

Related reading: RTX 5090 vs 3090 · quantization · Value index · Full board

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