Batch APIs: The 50% Discount You're Probably Misusing

Logosofia no Dia a Dia · Apr 26, 2026 · 25m

Batch APIs from OpenAI, Anthropic, and Google promise 50% discounts on inference — but most developers misunderstand what's actually happening under the hood. This episode breaks down the real economics: off-peak GPU utilization, inference engine batching, and yield management for AI clusters. We cover the latency tradeoffs that make batch APIs useless for conversational UIs but essential for classification, extraction, and synthetic data pipelines. Plus: provider-by-provider comparison, the breakeven point where batch savings justify engineering overhead, and practical gotchas that don't…