autorank vs StatPlus
autorank
sherbold.github.ioStatPlus
analystsoft.comSide by side
| Figure | autorank | StatPlus |
|---|---|---|
| Price from | Free | $60/mo |
| Free plan | Yes | — |
| Free trial | — | Yes |
| Open source | — | — |
| Web | — | Yes |
| Windows | — | Yes |
| macOS | — | Yes |
| Linux | Yes | — |
| iOS | — | Yes |
| API | Yes | — |
| Self-hosted | Yes | — |
| Plans published | 1 | 9 |
| Spec score · Statistical Analysis Software | 8.4 (#23) | 8.7 (#10) |
| 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. |
Plans
StatPlus
- 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
- Academic/Non-Profit — macOS, single license$119, paid once
- Commercial — Windows, single license$160, paid once
- Commercial — macOS, single license$195, paid once
In their own words
autorank
autorank has no write-up on Specifiction yet; its figures are above.
StatPlus
StatPlus provides statistical analysis and graphing tools for work in finance, biostatistics, economics, healthcare, and clinical research. Its methods include descriptive statistics, ANOVA, multivariate and nonparametric analysis, regression, time series, and survival analysis. It supports statistical tests and regression models, but not scripting or Bayesian analysis. The Windows standalone version reads text, XLS, XLSX, and SPSS files and includes the StatFi Excel add-in. StatPlus:mac works with Excel for Mac and Apple Numbers; version 7 also includes a standalone spreadsheet that does not require either, and supports Excel, ODS, and text documents. The Mac app works offline, with internet access only needed for optional updates. AnalystSoft describes StatPlus:mac LE as a free edition of StatPlus:mac Professional. Platforms listed are iOS, macOS, web, and Windows, with both deployment options. Listed single-license commercial prices are $160.00 once for Windows and $195.00 once for macOS; student and academic/non-profit licenses are also listed. The maker describes the license as permanent and says major upgrades are included during the maintenance period.