Guides
Data-backed AI-infra cost guides
Every guide is computed from our open dataset and the same math behind the calculators - no filler.
break-even
Self-hosting vs hosted LLMs: when a GPU actually beats the API
A computed break-even - the exact monthly task volume where a dedicated GPU gets cheaper than per-token pricing.
Read →pricing
LLM API pricing compared: cost per 1M tokens and per task
Every model in our dataset ranked by input/output token price - and what a real 3-call agent task costs on each.
Read →playbook
7 ways to cut LLM inference cost without changing your model
Caching, batching, routing, output caps, and the two levers that move the bill most - with the math behind each.
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