BayesFlow vs Stata
BayesFlow
bayesflow.orgStata
stata.comSide by side
| Figure | BayesFlow | Stata |
|---|---|---|
| Price from | — | $13.33/mo |
| Free plan | — | — |
| Free trial | — | Yes |
| Open source | — | — |
| Windows | Yes | Yes |
| macOS | Yes | Yes |
| Linux | Yes | Yes |
| Self-hosted | Yes | — |
| Plans published | 0 | 26 |
| Spec score · Statistical Analysis Software | 7.6 (#61) | 9.1 (#2) |
| Bayesian analysis | Yes | Yes |
| Deployment | desktop | desktop |
| Free plan | Yes | No |
| Integrations | Optional wrappers integrate Mamba summary networks through mamba-ssm and allow BayesFlow approximators to be used as likelihood terms in PyMC models. | Stata supports Python, PyStata, Jupyter Notebook, Java, Java plugins, H2O, C/C++ plugins, JDBC, ODBC, SQL, and OLE Automation. |
| Regression models | No | Yes |
| Scripting support | Yes | Yes |
| Statistical tests | No | Yes |
| What it does | BayesFlow is a Python library for simulation-based amortized Bayesian inference with neural networks. | Stata provides data science and inference tools for data manipulation, exploration, visualization, statistics, reporting, and reproducibility. |
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
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.