I previously used KeePass and the password database corrupted one day. I would only use KeePass if you are comfortably keeping several backups using TrueCrypt and your system is compatible with it.

I prefer LastPass because it has more features that are valuable (I can use one tool/service instead of several), I can use it on all of my devices, it is very secure.