What is missing?
I also use Eclipse for C/C++ but I run a separate instance for C/C++ so using IntelliJ wasn't an issue.
For my workflow IntelliJ didn't seem to add anything, but it did take away one or two small things.
A minor thing, sure, and there are ways around it, but the Eclipse Scala IDE found all classes. I have gripes about Eclipse as well, but nothing is perfect.