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

Measured numbers for every way gemma4-dev runs a model: a desktop GPU, the Gemini API and AMD Token Lab, Cloud Run on an L4, and TPU, EC2 and MI300X machines. Then a roadmap for choosing between them by users, cost, speed, accuracy and ease of use.