Best GPU for running Gemma 4 locally

Which GPU or Mac you need for Google’s Gemma 4 models, from the cheapest card that runs the small one to what it takes for Gemma 4 31B. All checks are at Q4_K_M, about 4k context.

Cheapest way in: Intel Arc B570 runs Gemma 4 E2B for $219. For Gemma 4 31B, 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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