// RUN ON CONSUMER GPU

Run Unified-IO (XL) on Consumer GPU hardware

33 options ranked by estimated speed at Q4 / 8k context.

HardwareEst tok/sFits 8k?Max ctx~Price
NVIDIA GeForce RTX 5090 → ~951.8 yes 401k ~$1,999
NVIDIA GeForce RTX 4090 → ~535.4 yes 289k ~$1,599
NVIDIA GeForce RTX 3090 Ti → ~535.4 yes 289k ~$1,999
NVIDIA GeForce RTX 5080 → ~509.9 yes 177k ~$999
NVIDIA GeForce RTX 3090 → ~497.1 yes 289k ~$1,499
NVIDIA GeForce RTX 3080 Ti → ~484.4 yes 121k ~$1,199
NVIDIA GeForce RTX 5070 Ti → ~475.9 yes 177k ~$749
AMD Radeon RX 7900 XTX → ~451.3 yes 289k ~$999
NVIDIA GeForce RTX 3080 10GB → ~403.7 yes 92k ~$699
NVIDIA GeForce RTX 4080 → ~390.9 yes 177k ~$1,199
AMD Radeon RX 7900 XT → ~376.1 yes 233k ~$899
NVIDIA GeForce RTX 5070 → ~356.9 yes 121k ~$549
NVIDIA GeForce RTX 4070 Ti Super → ~356.9 yes 177k ~$799
NVIDIA GeForce RTX 3070 Ti → ~322.9 yes 64k ~$599
AMD Radeon RX 9070 XT → ~302.7 yes 177k ~$599
AMD Radeon RX 7800 XT → ~293.3 yes 177k ~$499
NVIDIA GeForce RTX 4070 Super → ~267.7 yes 121k ~$599
NVIDIA GeForce RTX 4070 → ~267.7 yes 121k ~$599
Intel Arc Pro B70 → ~267.3 yes 401k —
Intel Arc A770 16GB → ~246.2 yes 177k ~$329
AMD Radeon RX 6800 XT → ~240.7 yes 177k ~$649
AMD Radeon RX 6900 XT → ~240.7 yes 177k ~$999
NVIDIA GeForce RTX 3070 → ~237.9 yes 64k ~$499
NVIDIA GeForce RTX 5060 Ti 16GB → ~237.9 yes 177k ~$429
NVIDIA GeForce RTX 5060 Ti 8GB → ~237.9 yes 64k ~$379
Intel Arc Pro B60 → ~200.4 yes 289k —
Intel Arc B580 12GB → ~200.4 yes 121k ~$249
NVIDIA GeForce RTX 4060 Ti 8GB → ~153 yes 64k ~$399
NVIDIA GeForce RTX 4060 Ti 16GB → ~153 yes 177k ~$499
NVIDIA DGX Spark → ~145 yes 1710k ~$3,999
AMD Ryzen AI Max+ 395 → ~120.3 yes 1710k ~$1,999
Intel Arc Pro B50 → ~98.5 yes 177k —
NVIDIA GeForce RTX 2050 Mobile → ~59.5 yes 8k —

Estimate at Q4 (memory-bound). Click any option for its full per-hardware estimate and measured numbers.

→ Unified-IO (XL) overview → All hardware

FAQ

What Consumer GPU hardware runs Unified-IO (XL)?▶

On GenAIList, 33 Consumer GPU options can run Unified-IO (XL) at Q4 — the fastest is the NVIDIA GeForce RTX 5090 at ~951.8 tok/s.

How fast is Unified-IO (XL) on Consumer GPU hardware?▶

Estimated generation speed ranges from ~59.5 to ~951.8 tok/s at Q4 (memory-bandwidth bound). Click any option for its full estimate and any measured numbers.