// RUN ON CONSUMER GPU

Run DeBERTa 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 → ~1,856 yes 414k ~$1,999
NVIDIA GeForce RTX 4090 → ~1,044 yes 301k ~$1,599
NVIDIA GeForce RTX 3090 Ti → ~1,044 yes 301k ~$1,999
NVIDIA GeForce RTX 5080 → ~994.3 yes 189k ~$999
NVIDIA GeForce RTX 3090 → ~969.4 yes 301k ~$1,499
NVIDIA GeForce RTX 3080 Ti → ~944.6 yes 133k ~$1,199
NVIDIA GeForce RTX 5070 Ti → ~928 yes 189k ~$749
AMD Radeon RX 7900 XTX → ~880 yes 301k ~$999
NVIDIA GeForce RTX 3080 10GB → ~787.1 yes 105k ~$699
NVIDIA GeForce RTX 4080 → ~762.3 yes 189k ~$1,199
AMD Radeon RX 7900 XT → ~733.3 yes 245k ~$899
NVIDIA GeForce RTX 5070 → ~696 yes 133k ~$549
NVIDIA GeForce RTX 4070 Ti Super → ~696 yes 189k ~$799
NVIDIA GeForce RTX 3070 Ti → ~629.7 yes 77k ~$599
AMD Radeon RX 9070 XT → ~590.3 yes 189k ~$599
AMD Radeon RX 7800 XT → ~572 yes 189k ~$499
NVIDIA GeForce RTX 4070 Super → ~522 yes 133k ~$599
NVIDIA GeForce RTX 4070 → ~522 yes 133k ~$599
Intel Arc Pro B70 → ~521.1 yes 414k —
Intel Arc A770 16GB → ~480 yes 189k ~$329
AMD Radeon RX 6800 XT → ~469.3 yes 189k ~$649
AMD Radeon RX 6900 XT → ~469.3 yes 189k ~$999
NVIDIA GeForce RTX 3070 → ~464 yes 77k ~$499
NVIDIA GeForce RTX 5060 Ti 16GB → ~464 yes 189k ~$429
NVIDIA GeForce RTX 5060 Ti 8GB → ~464 yes 77k ~$379
Intel Arc Pro B60 → ~390.9 yes 301k —
Intel Arc B580 12GB → ~390.9 yes 133k ~$249
NVIDIA GeForce RTX 4060 Ti 8GB → ~298.3 yes 77k ~$399
NVIDIA GeForce RTX 4060 Ti 16GB → ~298.3 yes 189k ~$499
NVIDIA DGX Spark → ~282.8 yes 1722k ~$3,999
AMD Ryzen AI Max+ 395 → ~234.7 yes 1722k ~$1,999
Intel Arc Pro B50 → ~192 yes 189k —
NVIDIA GeForce RTX 2050 Mobile → ~116 yes 20k —

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

→ DeBERTa overview → All hardware

FAQ

What Consumer GPU hardware runs DeBERTa?▶

On GenAIList, 33 Consumer GPU options can run DeBERTa at Q4 — the fastest is the NVIDIA GeForce RTX 5090 at ~1,856 tok/s.

How fast is DeBERTa on Consumer GPU hardware?▶

Estimated generation speed ranges from ~116 to ~1,856 tok/s at Q4 (memory-bandwidth bound). Click any option for its full estimate and any measured numbers.