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Best local model for image generation on a 24 GB GPU

Open-weights models whose approximate minimum GPU memory is 24 GB or less, ranked from public benchmarks. Memory figures are approximate; quantised builds can need less.

CTop ranked: FLUX.2 [dev] (Black Forest Labs), 1,000 on Artificial Analysis Text to Image Arena (AA-Image-T2I v2.1).3 options listed · data verified 19 Oct 2026

Ranked list

Best local model for image generation on a 24 GB GPU
TierNameApproachRunsRated byPriceSkill
C FLUX.2 [dev]
Black Forest Labs
ModelsLocal1,000 on Artificial Analysis Text to Image Arena (AA-Image-T2I v2.1)~24 GB VRAM—
C Z-Image Turbo
Alibaba (Tongyi-MAI)
ModelsLocal934 on Artificial Analysis Text to Image Arena (AA-Image-T2I v2.1)~16 GB VRAM—
C ERNIE-Image-Turbo
Baidu
ModelsLocal914 on Artificial Analysis Text to Image Arena (AA-Image-T2I v2.1)~24 GB VRAM—

Tiers come only from public benchmarks (Artificial Analysis Text to Image Arena (AA-Image-T2I v2.1)); tools without a result of their own inherit the tier of the best model they offer. How we rank.