Structured outputs may be slower per call but win end-to-end on cost and reliability

Available_Witness581 · reddit · 2026-09-03

The author compares prompt-only JSON vs constrained structured outputs: prompt-only JSON may be faster on the first call, but if it causes more schema failures, retries, and parsing errors, constrained output wins end-to-end.

The right metric is success rate + retries + latency + total cost, not first-call latency. A slightly slower first attempt can still make the whole system faster.

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