What´s new in SmartPLS 4?

Whats new in SmartPLS 4?

SmartPLS 4 introduces the following notable new features. As part of an early access phase, many videos on SmartPLS4 have already been created to help you with your transition. The best thing to do is to have a look at our video collection.


You can run covariance-based structural equation modeling (CB-SEM) analyses (like in IBM® SPSS® Amos). Thereby, you can now create, estimate, and evaluate models using CB-SEM. You can also use this new feature to run a confirmatory factor analysis (CFA).

CB-SEM analysis

Redesigned GUI

You can expect a fundamentally renewed and optimized GUI. We have developed this over the last few years based on the latest technologies, so SmartPLS will have a long-term future.

Import data file from SPSS

Improved performance

Performance has improved significantly in many areas. Algorithms like bootstrapping or FIMIX are now much faster.

Improved performance

Improved data import

Data sets are often available in Excel or SPSS formats. SmartPLS can now read these directly, without prior conversion to a CSV file.

Import data file from SPSS

Generate new data files from your results

New datafiles can now be created from calculation results directly which is useful especiall for higher-order models. You can select which data should be included in your new file - e.g. the scores from a PLS-SEM calculation. Immediately after that you can use the file for new calculations.

Create data files

Side by side comparison

You can now compare reports more easily by simply opening them in our Compare View page.

Create data files

Save your reports

Finally, SmartPLS reports can now be saved and opened again later. Exporting to Excel or to a website is of course still possible as well.

Save report
Saved reports
Compare reports

Customize charts

Diagrams can now be customized. For example, new colors or sizes for dots can be defined - but also many other properties can be changed and can also be saved as new defaults.

Customize charts

Many new methods

SmartPLS 4 now also supports new algorithms, model types and result representations. These include:

Many included example projects

There are now many different example model directly integrated in the software. So you can directly try out many of the functionalities, even without your own data.

Sampe projects

32-bit support is back

32-bit support for Windows is back. With SmartPLS 3, we unfortunately had to abandon support for 32-bit systems for security and technology reasons.