Calculators

This calculator estimates initial embedding generation costs, recurring monthly re-embedding expenses, total vector counts, and raw uncompressed vector

This calculator estimates total financial expenditure and labor hours required to prepare and annotate machine learning datasets. It models raw human labeling

This calculator provides actionable insights and metrics for 301 Redirect Chain Fixer. Paste a redirect map to flatten chains to single hops and flag loops.

This visualizer translates abstract token counts into human-readable equivalencies, including document pages, full-length novels, spoken audio hours, code

This calculator provides actionable insights and metrics for 360 Video Editing Advisor. 360 workflow, processing load and the pitfalls that trip up 360 projects.

This calculator tracks context window consumption across system prompts, retrieved documents, conversation history, and output generation reserves.

This calculator provides actionable insights and metrics for A/B Headline Effectiveness Advisor. Score a headline on click-driving factors with fixes.

This calculator shows what the context you carry into every call actually costs, and what you save by trimming it. Context is re-billed as input on every

This calculator models financial savings from prompt context caching on commercial LLM APIs. It compares un-cached API calls against prompt caching implementations

This calculator translates active user counts and engagement patterns into request rates, token throughput, and required GPU infrastructure capacity.