Private sale is the earliest stage of token sale.
As a rule, it is available to the inner circle and partners of the company, often to large investors. The profit when participating in a Private sale is the highest.
Public sale is a sale for investors of any level.
This is the time of startups – ICO, IEO and IDO. The price for the token becomes fixed.