What I appreciate most is how it handles large raster datasets without choking — you can work with massive satellite imagery files and the processing pipeline stays manageable. The spectral analysis tools are genuinely powerful once you get used to them; things like band combinations and supervised classification feel well thought-out compared to more general GIS tools.I also like that it integrates reasonably well into broader workflows — connecting with ArcGIS or exporting to standard formats isn't a headache. And the Spatial Modeler (the graphical workflow builder) is something I find myself coming back to, because it lets you build repeatable processing chains visually, which is useful when you're doing the same type of analysis across multiple datasets.
It also has AI / Intelligence. Lots of it. Oh my god. Review collected by and hosted on G2.com.
The interface feels like it hasn't fully shed its legacy roots — it can be unintuitive, especially when you're trying to find a specific tool that you know exists but is buried three menus deep. The learning curve is steep for new users, and the documentation doesn't always bridge that gap well.
Performance can also be inconsistent — certain processing jobs that should be straightforward take longer than expected, and error messages aren't always helpful in telling you why something failed. You often end up troubleshooting by trial and error.
And the licensing model is frustrating. It's expensive, and in a team setting, license conflicts and seat availability become a real friction point. Review collected by and hosted on G2.com.



