Hardware guide

Pick a GPU to see exactly which models run on it, the sweet-spot quant for each, and estimated speeds. Cards are grouped by generation; memory bandwidth (which drives tokens/sec) is shown on every one. Counts below are models that run fully on GPU at a 8,192-token context.

NVIDIA GeForce RTX 50 (Blackwell)

NVIDIA GeForce RTX 40 (Ada Lovelace)

NVIDIA GeForce RTX 30 (Ampere)

NVIDIA RTX Pro (Blackwell)

NVIDIA RTX Workstation (Ampere)

NVIDIA Data Center (used)

AMD Radeon RX 9000 (RDNA 4)

AMD Radeon RX 7000 (RDNA 3)

AMD Radeon RX 6000 (RDNA 2)

Intel Arc (Battlemage)

Intel Arc (Alchemist)

Apple M4

Apple M3

Apple M2

Apple M1

Mini AI PC

CPU only

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