How to Cut LLM API and Token Costs in 2026
TL;DR
* LLM token cost is driven by six sources: model selection, output length, repeated queries, tool-definition bloat, retries, and missing enforcement. Each one can be fixed once at the gateway layer.
* Output tokens are priced three to eight times higher than input tokens, and per-token pricing varies