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By use case

Best local LLMs by use case

Hardware fit is half the question. The other half is what the model is for. Pick a use case to see the top open models for it (ranked by LMArena Elo where we have it), each with the memory it needs.

Or browse by device, by memory budget, or the full model list.

Models tagged by their stated purpose; memory computed at Q4_K_M, validated 2026-08-03.