Choosing Between Format Prompts, JSON Mode, and Grammar-Constrained Decoding

… more less Pick an output-control method by weighing guarantee strength, task type, latency, model access, and accuracy cost: prompts and validation for loose needs, schema-constrained decoding when every output must parse, and reasoning-first designs when the task needs thought.