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Two-proportion A/B Test Calculator

Compare two independent success rates with an explicitly approximate two-sided pooled z test.

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How to use Two-proportion A/B Test Calculator

The null model pools successes across groups. Divide rate B−A by the pooled standard error; two normal tails give the two-sided p value.

  1. Enter group a successes, group a trials, group b successes, group b trials.
  2. Check the model, units, and supported limits before calculating.
  3. Run the tool, inspect the result, then copy or download it.

Good to know

  • Whole successes within positive trial counts. Approximate p is withheld when any pooled expected cell is below 5. Independent randomized observations required; no sequential monitoring, causal, or winner declaration.
  • Runs locally. Numeric inputs are bounded; floating-point output is approximate and rounded to 12 significant digits. Unsupported or non-finite calculations produce an error.

Common questions

How does Two-proportion A/B Test Calculator calculate its result?

The null model pools successes across groups. Divide rate B−A by the pooled standard error; two normal tails give the two-sided p value.

What assumptions and boundaries apply?

Whole successes within positive trial counts. Approximate p is withheld when any pooled expected cell is below 5. Independent randomized observations required; no sequential monitoring, causal, or winner declaration.

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