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DGX Spark x4 vs RTX 3090 x8

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 Spark x49 sourced runs · best 124.0 tok/s
RTX 3090 x84 verified runs · best 91.2 tok/s
ModelDGX Spark x4RTX 3090 x8
GLM-5.3-Flash124.0 EXL3 4bpw75.2 AWQ-4bit
DeepSeek-V4-Flash-0731—91.2 FP8_E4M3
DeepSeek-V4.1-Flash82.0 EXL3 3.5bpw—
keys-DeepSeekV4Flash-Vision-EXP-ablit—66.8 FP8

Head-to-head (models tested on both): DGX Spark x4 1 · RTX 3090 x8 0 · tied 0 · data as of Oct 12, 2026. Full rules: methodology.

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

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