autorank
6.7#39 in statistical analysis softwareFree planFree planAPILinuxSelf-hosted
Visitautorank vs StatPlus
What both publish
| Fact | autorank | StatPlus |
|---|---|---|
| Analysis methods | It supports frequentist analysis following 2006 guidelines and Bayesian analysis following 2017 guidelines. | Its listed methods include descriptive statistics, ANOVA, multivariate and nonparametric analysis, regression, time series, and survival analysis. |
| Bayesian analysis | Its Bayesian approach uses a Bayesian Signed Rank test and a Region of Practical Equivalence (ROPE). | No |
| Data import formats | pandas DataFrame | Text formats, XLS, XLSX, SPSS documents; Excel and Numbers data sources |
| Deployment | desktop | both |
| Free plan | Yes | No |
| Purpose | Autorank is a Python package for comparing and ranking multiple paired populations, such as machine learning algorithms evaluated on multiple data sets. | StatPlus provides statistical tools and graphical analysis for fields including finance, biostatistics, economics, healthcare, and clinical research. |
| Regression models | No | Yes |
| Scripting support | Yes | No |
| Statistical tests | For frequentist analysis, it selects tests based on normality, homogeneity, and the number of populations. | Yes |
| Support | The project invites questions, bug reports, and feature requests through GitHub issues, and welcomes pull requests. | The store says paid users receive unlimited technical support during one year or more and priority support. |
autorank plans
- AutorankFree
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 autorank if…
You want what its maker publishes above — check its page for the details.
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.