LLM Inference Cost Calculator: Model Monthly Cost Before You Launch
LLM inference cost is a non-linear function of token composition, model mix, and cache behavior β and almost no team models it before shipping. Plan it before the invoice arrives.
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LLM inference cost is a non-linear function of token composition, model mix, and cache behavior β and almost no team models it before shipping. Plan it before the invoice arrives.
Mid-tier models handle ~80% of production AI tasks at 25-35% the cost of frontier β and most teams have never benchmarked their workload to find out. Pick by task profile, not by brand.
The same models that score 86% on Spider 1.0 score 10-17% on real enterprise schemas. NL-to-SQL is an architecture problem, not a model problem β here's how to scope yours.