Can login to Apple ID via web, cannot via iTunes

I manage two different Apple IDs with the same iTunes. I just signed out one of the IDs and tried signing in with the other. I got "Your Apple ID or password was entered incorrectly". Then I signed in via web, with the same username and password that failed in iTunes, and I got in with no problems.

What could be the reason?