They are very comparable products, but it's mostly a matter of what I am used to.

After using Eclipse for ten years I feel like IntelliJ makes some actions difficult to get to, either through weird key bindings or not providing them at all. I also prefer Eclipse's code completion as it feels like IntelliJ's gets in the way at times.