gpu//db
$ gpudb compare --a=rtx-4090 --b=rx-7900-xtx
// side-by-side spec diff · AI workload focus

NVIDIA GeForce RTX 4090 vs AMD Radeon RX 7900 XTX

NVIDIA GeForce RTX 4090 Ada Lovelace · 24 GB · flagship
AMD Radeon RX 7900 XTX RDNA 3 · 24 GB · enthusiast
Spec wins
NVIDIA GeForce RTX 4090: 2 AMD Radeon RX 7900 XTX: 2
Spec NVIDIA GeForce RTX 4090AMD Radeon RX 7900 XTX
Overview
Manufacturer NVIDIA AMD
Architecture Ada Lovelace RDNA 3
Tier flagship enthusiast
Memory
VRAM 24 GB 24 GB
Compute
FP16 TFLOPS 82.6 122.8
FP32 TFLOPS 82.6 61.4
TDP 450 W 355 W
AI
Runs 70B (quantized) ✕ no ✕ no
AI value 4.0/5 3.7/5
Verdict
Price
$ / FP16 TFLOP
▸ VERDICT

The 7900 XTX matches VRAM and wins on gaming value, but CUDA still dominates AI tooling, so the 4090 is the safer AI pick.