Best GPU for local LLMs under $2,000
Every graphics card we track that launched at $2,000 or less, ranked by how many local AI models it runs well, then by speed. Our top pick is the NVIDIA RTX 5090.
Every card under $2,000, ranked
Speed columns are estimated tokens per second at the best quant that fits, 8K context.
Prices are US launch prices (MSRP) for comparison; street prices change daily. Links go to Amazon, where we earn a commission at no cost to you.
Frequently asked questions
What is the best GPU for local LLMs under $2,000?
The NVIDIA RTX 5090 (32 GB, $1,999 at launch). It runs 49 of the 69 models we track at Q4_K_M or better, up to Mixtral 8x7B.
Does VRAM or speed matter more?
VRAM first: it decides which models fit at all. Memory bandwidth then sets how many tokens per second you get. A slower card with more VRAM usually beats a faster card that cannot fit the model.
Is a used RTX 3090 worth it?
For local AI it often is: 24 GB of VRAM and high bandwidth for well under its launch price on the used market. Check the seller, the card's condition and that your power supply can handle it.
Run it in the cloud
Not ready to buy? Try it on a rented GPU first.
Rent the card you are considering by the hour and see how your models actually run.