SmartPLS 4 vs AMOS
CB‑SEM & PLS‑SEM in one interface
Overview
IBM SPSS AMOS has been a classroom staple for years. But modern research workflows demand faster iteration, robust small‑sample methods, and clearer reporting.
SmartPLS 4 brings SEM into a modern, intuitive, academically rigorous environment.
SmartPLS 4 brings SEM into a modern, intuitive, academically rigorous environment.
Why Institutions Choose SmartPLS
SmartPLS combines CB-SEM and PLS-SEM with a fast, visual workflow—enabling both theory testing and prediction without switching tools.
Institutions gain lower time-to-competency and consistent outputs (figures & tables) that streamline grading, reviews, and publication.
Institutions gain lower time-to-competency and consistent outputs (figures & tables) that streamline grading, reviews, and publication.
Why SmartPLS 4 Outshines AMOS
| Feature | SmartPLS 4 | AMOS |
|---|---|---|
| Method Coverage | CB-SEM and PLS-SEM (incl. PROCESS, GSCA, Regression, NCA) | CB-SEM |
| Interface | GUI based | GUI based |
| Usability | Modern GUI. Drag-and-drop modeling. | Menu-driven, CB-SEM specific |
| Learning Curve | Low | Moderate |
| Platform & OS Support | Windows, macOS, Linux | Windows |
| Licensing Model | Commercial license | Commercial license |
Sources (short)
- SmartPLS: https://www.smartpls.com
- Amos: https://www.ibm.com/products/spss-amos
Note on comparability and sources
This comparison reflects SmartPLS 4.1.1.5 versus IBM SPSS Amos 31 (Sep 2025), as of 11 Oct 2025. The information is based on publicly available vendor/user documentation, release notes, and hands‑on use. Please include concrete version numbers and this as‑of date when citing. Product and brand names belong to their respective owners and are used for identification only.
