AI & DevOps calculators

A focused hub of formula-based tools in the ai & devops category. Each page includes the calculator, formula, assumptions, and related tools.

Calculate embedding API cost, raw vector size, vector DB storage, index overhead, and monthly refresh/storage cost.

Calculate recommended DB pool size per instance using Little's Law, latency, app instance count, headroom, and max connection limits.

Calculate RAG chunk count, context-window fit, max chunks that fit, and prompt token budget.

Forecast AI API spend from token volume, request count, caching, and model pricing.

Turn an SLO percentage into downtime minutes and track budget burn rate.