You can throw stuff out or throw it away. They both mean the same. The one that gets me as a native speaker is the difference between stand up and stand down.

You can throw stuff out or throw it away. They both mean the same. The one that gets me as a native speaker is the difference between stand up and stand down. Or write up and write down. Many phrasal verbs are fairly logical, and so don't require much attention.