Side by side
KonFound-It! vs PySPOD
Both stand on statistical analysis software. Which one you can start free with, which one lets you read the code, and what each costs once you pay.
Free plan Web
KonFound-It! offers several free routes for sensitivity analysis, from a browser app to R and Stata tools. Its documented model gaps and ITCV caveat matter when selecting methods for a specific analysis.
Visit KonFound-It! Free plan LinuxSelf-hosted
PySPOD provides a focused SPOD workflow with analysis, reconstruction, forecasting, tutorials, and serial or MPI execution. It is free to use, but parallel processing depends on an installed MPI distribution.
Visit PySPODThe facts
| KonFound-It! | PySPOD | |
|---|---|---|
| Free plan | Yes | Yes |
| Open source | Not published | Not published |
| Runs on | Web | Linux, Self-hosted |
| Lowest paid plan | Not published | Free or on request |
| Plans published | None | 1 |
| Maker | Not published | Not published |
| Website | konfound-it.org | pyspod.readthedocs.io |
| On statistical analysis software | #61 of 106 | #57 of 106 |
KonFound-It!: what it does well
- Free browser app runs without installation
- Provides R and Stata analysis tools
- Includes RIR and ITCV methods
- Offers What Works Clearinghouse benchmark analyses
- R package is MIT licensed
What to know first
- No dedicated multinomial-outcome module
- Machine-learning and fixed-effects models are under development
- ITCV needs caution with non-OLS standard errors
PySPOD: what it does well
- Free MIT-licensed package
- Batch and streaming SPOD algorithms
- Coefficient calculation and reconstruction
- Neural-network coefficient forecasting
- Tutorials include climate examples
What to know first
- Parallel use requires MPI
- Serial mode lacks MPI parallelism
- Installation uses setup.py command
- Focused on wide-sense stationary data
Alternatives to KonFound-It! Alternatives to PySPOD The whole list