If I change my apple id, do my purchases move to the new id?

Yes, if you do as described in: Change your Apple ID - Apple Support

See the following from that support article:

If you no longer use the email address that's associated with your Apple ID, you can change it. You won’t lose access to your contacts, purchases, or other account information.