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Group Comparison — t-test, ANOVA & Nonparametric In Minutes

Upload your data and get a complete group comparison — t-test, anova & nonparametric report. Free.

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Free analyses run on up to 10,000 rows. Larger files are randomly sampled to that size — sign up to analyze your full dataset.

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Running group comparison — t-test, anova & nonparametric analysis...

Running group comparison — t-test, anova & nonparametric analysis...

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Sample Output

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What's in the report?

Standard-library analysis: does a numeric outcome differ between groups? One deck runs the whole toolkit — Welch and Student t-tests for two groups, one-way and Welch ANOVA for three or more, plus Mann-Whitney and Kruskal-Wallis nonparametric checks, effect sizes (Cohen's d, eta-squared), and pairwise differences with confidence intervals — and tells you which result to trust for your data.

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Outcome by Group

Interactive box visualization

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Group Statistics

Interactive table visualization

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Statistical Tests

Interactive table visualization

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Which Groups Differ

Interactive table visualization

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AI Insights

Plain-English interpretation — what the numbers mean, what's significant, and what to do next.

The Question This Answers

Test whether an A/B experiment moved the metric

Questions?

See our FAQ for details on pricing, data privacy, and how the analysis works. Every report includes a Methodology section showing the statistical test, assumptions checked, and diagnostics run.

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