A/B Test Sample Size Calculator
Estimate equal-size control and treatment groups from a baseline conversion rate, relative MDE, alpha, and power.
Open calculatorSmall, transparent tools that turn the site's technical guides into useful decision aids. Calculations run locally in your browser.
Estimate equal-size control and treatment groups from a baseline conversion rate, relative MDE, alpha, and power.
Open calculatorTranslate an estimated causal retention uplift into targeted customers, campaign cost, value, ROI, and break-even uplift.
Open calculatorBuild a deterministic, layer-specific metric stack for retrieval, generation, citations, review, and monitoring.
Choose metricsUse the Applied AI Evaluation Playbook to place metrics in a release workflow, or download ungated templates from the Resources Library.