Pingouin
6.6#43 in statistical analysis softwareFree planFree planLinux
VisitPingouin vs StatPlus
What both publish
| Fact | Pingouin | StatPlus |
|---|---|---|
| Bayesian analysis | Pingouin includes Bayes factors. | No |
| Data import formats | .csv, .xlsx via Pandas | Text formats, XLS, XLSX, SPSS documents; Excel and Numbers data sources |
| Purpose | Pingouin is an open-source statistical package written in Python 3 and based mostly on Pandas and NumPy. | StatPlus provides statistical tools and graphical analysis for fields including finance, biostatistics, economics, healthcare, and clinical research. |
| Regression models | Yes | Yes |
| Scripting support | Yes | No |
| Statistical tests | It includes N-way, repeated-measures, mixed ANOVA and ANCOVA, pairwise tests, and chi-squared tests. | Yes |
| Support | The documentation directs questions to GitHub Discussions and bug reports to the GitHub repository. | The store says paid users receive unlimited technical support during one year or more and priority support. |
Pingouin plans
- Free and open-sourceFree
StatPlus plans
- Commercial Package — single license$160 a month
- Student Package — single license$60 a month
- Academic/Non-Profit Package — single license$100 a month
- Student — Windows, single license$60, paid once
- Student — macOS, single license$89, paid once
- Academic/Non-Profit — Windows, single license$100, paid once
Pick Pingouin if…
Pingouin suits Python users who need open-source statistical analysis integrated with Pandas. It is appropriate for scripting, regression, correlations, Bayesian work, and power analysis.
Pick StatPlus if…
It suits analysts and researchers needing established statistical procedures across desktop, web, or mobile access. Separate student and academic/non-profit licenses are available with eligibility restrictions.