Pingouin vs Stata
Pingouin
pingouin-stats.orgStata
stata.comSide by side
| Figure | Pingouin | Stata |
|---|---|---|
| Price from | Free | $13.33/mo |
| Free plan | Yes | — |
| Free trial | — | Yes |
| Open source | — | — |
| Windows | — | Yes |
| macOS | — | Yes |
| Linux | Yes | Yes |
| Plans published | 1 | 26 |
| Spec score · Statistical Analysis Software | 7.9 (#45) | 9.1 (#2) |
| Bayesian analysis | Pingouin includes Bayes factors. | Yes |
| Data import formats | .csv, .xlsx via Pandas | Excel XLS/XLSX, CSV and delimited text, SAS, SPSS, Parquet, dBase, SQL databases via JDBC/ODBC, FRED, and Haver |
| Regression models | Yes | Yes |
| Scripting support | Yes | Yes |
| Statistical tests | It includes N-way, repeated-measures, mixed ANOVA and ANCOVA, pairwise tests, and chi-squared tests. | Yes |
Plans
Stata
- Stata/BE Prof+$175 a year
- Stata/SE Prof+$275 a year
- Stata/MP 2-core Prof+$395 a year
- Stata/MP 4-core Prof+$560 a year
- Stata/MP 6-core Prof+$675 a year
- Stata/MP 8-core Prof+$790 a year
- Stata/BE (Prof+ Plan)$175 a year
- Stata/SE (Prof+ Plan)$275 a year
- Stata/MP 2-core (Prof+ Plan)$395 a year
- Stata/MP 4-core (Prof+ Plan)$560 a year
In their own words
Pingouin
Pingouin has no write-up on Specifiction yet; its figures are above.
Stata
Stata is a locally installed desktop platform for data management, exploration, visualization, statistical analysis, reporting, and reproducible research. Its methods include regression, time-series, panel-data, survival, causal inference, Bayesian analysis, and machine learning. Data import options include Excel, CSV and delimited text, SAS, SPSS, Parquet, dBase, SQL databases via JDBC or ODBC, FRED, and Haver. Stata also supports Python, Jupyter Notebook, Java, and other integrations. Reports can be exported to Word, Excel, PDF, HTML, and Markdown, while graphs can be exported to EPS, PNG, PDF, SVG, or TIFF. It runs on Linux, macOS, and Windows; it is not SaaS. Prof+ annual license prices start at $175 a year and require eligibility as faculty or staff at an accredited, degree-granting university, with proof of affiliation. Instructors can request a free one-week license, and eligible instructors can request a free six-month Stata/BE license for undergraduate classes. The platform states it has no extra modules or hidden costs.