// RUN ON CONSUMER GPU

Run CodeGen2 on Consumer GPU hardware

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

HardwareEst tok/sFits 8k?Max ctx~Price
NVIDIA GeForce RTX 5090 → ~174 yes 72k ~$1,999
NVIDIA GeForce RTX 4090 → ~97.9 yes 44k ~$1,599
NVIDIA GeForce RTX 3090 Ti → ~97.9 yes 44k ~$1,999
NVIDIA GeForce RTX 5080 → ~93.2 yes 16k ~$999
NVIDIA GeForce RTX 3090 → ~90.9 yes 44k ~$1,499
NVIDIA GeForce RTX 3080 Ti → ~88.6 tight 2k ~$1,199
NVIDIA GeForce RTX 5070 Ti → ~87 yes 16k ~$749
AMD Radeon RX 7900 XTX → ~82.5 yes 44k ~$999
NVIDIA GeForce RTX 4080 → ~71.5 yes 16k ~$1,199
AMD Radeon RX 7900 XT → ~68.8 yes 30k ~$899
NVIDIA GeForce RTX 5070 → ~65.3 tight 2k ~$549
NVIDIA GeForce RTX 4070 Ti Super → ~65.3 yes 16k ~$799
AMD Radeon RX 9070 XT → ~55.3 yes 16k ~$599
AMD Radeon RX 7800 XT → ~53.6 yes 16k ~$499
Intel Arc Pro B70 → ~48.9 yes 72k —
NVIDIA GeForce RTX 4070 Super → ~48.9 tight 2k ~$599
NVIDIA GeForce RTX 4070 → ~48.9 tight 2k ~$599
Intel Arc A770 16GB → ~45 yes 16k ~$329
AMD Radeon RX 6800 XT → ~44 yes 16k ~$649
AMD Radeon RX 6900 XT → ~44 yes 16k ~$999
NVIDIA GeForce RTX 5060 Ti 16GB → ~43.5 yes 16k ~$429
Intel Arc Pro B60 → ~36.6 yes 44k —
Intel Arc B580 12GB → ~36.6 tight 2k ~$249
NVIDIA GeForce RTX 4060 Ti 16GB → ~28 yes 16k ~$499
NVIDIA DGX Spark → ~26.5 yes 400k ~$3,999
AMD Ryzen AI Max+ 395 → ~22 yes 400k ~$1,999
Intel Arc Pro B50 → ~18 yes 16k —

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

→ CodeGen2 overview → All hardware

FAQ

What Consumer GPU hardware runs CodeGen2?▶

On GenAIList, 27 Consumer GPU options can run CodeGen2 at Q4 — the fastest is the NVIDIA GeForce RTX 5090 at ~174 tok/s.

How fast is CodeGen2 on Consumer GPU hardware?▶

Estimated generation speed ranges from ~18 to ~174 tok/s at Q4 (memory-bandwidth bound). Click any option for its full estimate and any measured numbers.