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Best statistical analysis software

1 product compared on who they suit and what to pick instead. Facts checked November 4, 2026.

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For most students and researchers, jamovi is the best place to start: it is free, works like SPSS and runs on R underneath. Teams that share SPSS files should stay with IBM SPSS Statistics, economists and health researchers should use Stata, and anyone willing to code gets the most methods free with R and RStudio. Lab scientists should look at GraphPad Prism.

Our top picks

jamovi Best for a free, menu-driven replacement for SPSS IBM SPSS Statistics Best for social science and survey teams that share SPSS files Stata Best for economists and reproducible research with panel or survey data R with RStudio Best for the widest range of methods, if you are willing to code

All statistical analysis software