// RUN ON CONSUMER GPU

Run XLM-RoBERTa 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 → ~5,061.8 yes 422k ~$1,999
NVIDIA GeForce RTX 4090 → ~2,847.3 yes 309k ~$1,599
NVIDIA GeForce RTX 3090 Ti → ~2,847.3 yes 309k ~$1,999
NVIDIA GeForce RTX 5080 → ~2,711.7 yes 197k ~$999
NVIDIA GeForce RTX 3090 → ~2,643.9 yes 309k ~$1,499
NVIDIA GeForce RTX 3080 Ti → ~2,576.1 yes 141k ~$1,199
NVIDIA GeForce RTX 5070 Ti → ~2,530.9 yes 197k ~$749
AMD Radeon RX 7900 XTX → ~2,400 yes 309k ~$999
NVIDIA GeForce RTX 3080 10GB → ~2,146.8 yes 113k ~$699
NVIDIA GeForce RTX 4080 → ~2,079 yes 197k ~$1,199
AMD Radeon RX 7900 XT → ~2,000 yes 253k ~$899
NVIDIA GeForce RTX 5070 → ~1,898.2 yes 141k ~$549
NVIDIA GeForce RTX 4070 Ti Super → ~1,898.2 yes 197k ~$799
NVIDIA GeForce RTX 3070 Ti → ~1,717.4 yes 85k ~$599
AMD Radeon RX 9070 XT → ~1,610 yes 197k ~$599
AMD Radeon RX 7800 XT → ~1,560 yes 197k ~$499
NVIDIA GeForce RTX 4070 Super → ~1,423.6 yes 141k ~$599
NVIDIA GeForce RTX 4070 → ~1,423.6 yes 141k ~$599
Intel Arc Pro B70 → ~1,421.3 yes 422k —
Intel Arc A770 16GB → ~1,309.1 yes 197k ~$329
AMD Radeon RX 6800 XT → ~1,280 yes 197k ~$649
AMD Radeon RX 6900 XT → ~1,280 yes 197k ~$999
NVIDIA GeForce RTX 3070 → ~1,265.5 yes 85k ~$499
NVIDIA GeForce RTX 5060 Ti 16GB → ~1,265.5 yes 197k ~$429
NVIDIA GeForce RTX 5060 Ti 8GB → ~1,265.5 yes 85k ~$379
Intel Arc Pro B60 → ~1,066 yes 309k —
Intel Arc B580 12GB → ~1,066 yes 141k ~$249
NVIDIA GeForce RTX 4060 Ti 8GB → ~813.5 yes 85k ~$399
NVIDIA GeForce RTX 4060 Ti 16GB → ~813.5 yes 197k ~$499
NVIDIA DGX Spark → ~771.1 yes 1730k ~$3,999
AMD Ryzen AI Max+ 395 → ~640 yes 1730k ~$1,999
Intel Arc Pro B50 → ~523.6 yes 197k —
NVIDIA GeForce RTX 2050 Mobile → ~316.4 yes 29k —

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

→ XLM-RoBERTa overview → All hardware

FAQ

What Consumer GPU hardware runs XLM-RoBERTa?▶

On GenAIList, 33 Consumer GPU options can run XLM-RoBERTa at Q4 — the fastest is the NVIDIA GeForce RTX 5090 at ~5,061.8 tok/s.

How fast is XLM-RoBERTa on Consumer GPU hardware?▶

Estimated generation speed ranges from ~316.4 to ~5,061.8 tok/s at Q4 (memory-bandwidth bound). Click any option for its full estimate and any measured numbers.