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Both calculators run independently β€” change the inputs on either side to compare results.

Probability

Sample Size Calculator

Determine the minimum sample size needed for a survey or experiment given your confidence level, margin of error, and population size. Prevents under-powered studies and over-budgeted data collection.

Fill in the required fields to see your result.
Probability

Bayes' Theorem Calculator

Compute the posterior probability P(A|B) using Bayes' theorem. Use it when you want to update a prior belief about event A after observing new evidence B β€” common in medical testing, spam filtering, and risk analysis.

Fill in the required fields to see your result.

Key differences

Sample Size CalculatorBayes' Theorem Calculator
CategoryProbabilityProbability
Inputs required43
ResultRequired Sample Size (samples)P(A|B) Posterior Probability
What it doesDetermine the minimum sample size needed for a survey or experiment given your confidence level, margin of error, and population size. Prevents under-powered studies and over-budgeted data collection.Compute the posterior probability P(A|B) using Bayes' theorem. Use it when you want to update a prior belief about event A after observing new evidence B β€” common in medical testing, spam filtering, and risk analysis.