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Which Model Should You Use? Frontier, Hosted or Local? It Depends.

This article provides a roadmap for choosing where to run a model: on your own machine, through a hosted API, on Cloud Run, or on an accelerator you rent. Every figure comes from a measured run in gemma4-dev, which serves Gemma 4 on more than a hundred hardware and engine combinations and now carri…

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  1. 2026-11-14 22:05 · DEV Community — AI
    Which Model Should You Use? Frontier, Hosted or Local? It Depends.

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