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RTX 4090 vs RX 7800 XT

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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.

Sourced data on this pair is thin — most of the board is still partial. Submit your own run and help fill the matrix: one prompt, three steps, no downloads.
RTX 40902 sourced runs · best 141.2 tok/s
RX 7800 XT1 verified run · best 42.0 tok/s

Specs and evidence

RTX 4090RX 7800 XT
VRAM24 GB16 GB
Sourced runs on the board21
Models measured11
Best output tok/s141.2 tok/s42.0 tok/s
Highest measured peak VRAM——
Street price (latest snapshot)——

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

Only one model has been measured on both cards (Qwen3.8-27B). On that single data point RTX 4090 records 141.2 tok/s and RX 7800 XT records 42.0 tok/s — treat it as one data point, not a ranking.

The measured matrix

ModelRTX 4090RX 7800 XT
Qwen3.8-27B141.2 int4 (output head only)42.0 Unsloth-Dynamic-IQ4_XS

Head-to-head (models tested on both): RTX 4090 1 · RX 7800 XT 0 · tied 0 · data as of Oct 30, 2026. Full rules: methodology.

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

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