Sublime 3 is the answer! It has a goto_definition function build in which works fine as long as you have a project with your source folder added (so that they can get indexed).
I use it with scala+lift, PHP, Python.
Per default it is bound to F12 and without project setup it searches only in the actual file.
It was the missing feature to leave Eclipse and Netbeans.