autorank vs IBM SPSS Statistics
autorank
sherbold.github.io
IBM SPSS Statistics
ibm.comSide by side
| Figure | autorank | IBM SPSS Statistics |
|---|---|---|
| Price from | Free | $79/mo |
| Free plan | Yes | — |
| Free trial | — | Yes |
| Open source | — | — |
| Windows | — | Yes |
| macOS | — | Yes |
| Linux | Yes | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 1 | 18 |
| Spec score · Statistical Analysis Software | 8.4 (#23) | 9.3 (#1) |
| Analysis methods | It supports frequentist analysis following 2006 guidelines and Bayesian analysis following 2017 guidelines. | Features include mediation analysis, multivariate time-series analysis, bootstrapping, custom tables, decision trees, neural networks and complex-sample analysis. |
| Deployment | desktop | desktop |
| Founded | 2020 | 1911 |
| Free plan | Yes | No |
| License | Autorank is published under the Apache 2.0 License. | SPSS Statistics is distributed under IBM license agreements such as the IBM Customer Agreement or International Program License Agreement rather than an open-source license. |
| Purpose | Autorank is a Python package for comparing and ranking multiple paired populations, such as machine learning algorithms evaluated on multiple data sets. | IBM describes SPSS Statistics as a statistical analysis platform for extracting insights from data using statistical testing, predictive modeling, regression, forecasting, data preparation and automated analysis. |
| Regression models | No | Yes |
| Scripting support | Yes | Yes |
| Statistical tests | For frequentist analysis, it selects tests based on normality, homogeneity, and the number of populations. | Yes |
Plans
IBM SPSS Statistics
- Base subscription$99 a month
- Custom Tables and Advanced Statistics$79 a month
- Forecasting and Decision Trees$79 a month
- Complex Sampling and Testing$79 a month
- Base EditionPrice not published
- Base EditionPriced on request
- Standard EditionPriced on request
- Standard EditionPrice not published
- Professional EditionPriced on request
- Professional EditionPrice not published
In their own words
autorank
autorank has no write-up on Specifiction yet; its figures are above.
IBM SPSS Statistics
IBM SPSS Statistics is desktop software for statistical analysis, data preparation, predictive modeling, forecasting, and automated analysis. Its methods include statistical testing, regression, mediation analysis, multivariate time-series analysis, bootstrapping, decision trees, neural networks, and complex-sample analysis. The AI Output Assistant, powered by watsonx.ai, analyzes selected results and presents plain-language insights. Python and R plug-ins let users work with those languages inside SPSS Statistics. IBM lists subscription, perpetual, campus, and student licenses. The Base subscription is $99 a month per authorized user and includes Statistics Base, data preparation, and bootstrapping. Three other named subscriptions are each $79 a month, with features for custom tables and advanced statistics, forecasting and decision trees, or complex sampling and testing. A 14-day trial requires no credit card to create an account, and there is no free plan. IBM says the desktop software is not supported on Linux; an authorized-user license also cannot run remotely through multi-session environments.