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A/B test plan

Official

Official · updated Nov 4, 2026 · v1.0.0

Writes an A/B test brief: hypothesis, primary and guardrail metrics, MDE, sample size and duration with the math, stop rules, and a decision rule set in advance.

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When to use it

What you give it

What you get

A one-page experiment plan with hypothesis, metrics table, sample size math, duration, stop rules, a ship/don't-ship rule, and risks.

Changelog

Sources

  1. How Not To Run an A/B Test - Evan Miller (2026-11-04)
  2. Power Analysis - Statsig Docs (2026-11-04)
  3. Diagnosing Sample Ratio Mismatch in A/B Testing - Microsoft Research (2026-11-04)

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