Apache Friends Support Forum

What exactly, if any, are the limitations of running Joomla on the lite version of xampp as opposed to regular xampp for windows?

You can run Joomla on XAMPPLite like on regular XAMPP.
Compare the components of the two packages and lookm for the joomla requirements.