Best GPU for running Gemma 3 locally

Which GPU or Mac you need for Google’s Gemma 3 models, from the cheapest card that runs the small one to what it takes for gemma-3-27b-it. All checks are at Q4_K_M, about 4k context.

Cheapest way in: Intel Arc B570 runs gemma-3-4b-it for $219. For gemma-3-27b-it, the cheapest fit we track is Intel Arc Pro B70 32GB at $949.

Cheapest hardware per model

"Fits" means the model needs 90% or less of usable memory at Q4 (how we calculate). Prices are dated snapshots, mostly launch MSRP, so street prices can differ a lot; see each device page for its source.

Every priced machine, cheapest first

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