What does a VPN hide that incognito mode doesn’t?

A VPN encrypts your traffic and hides it from your internet provider and local network, while incognito mode only stops your own browser from saving history and cookies. They solve different problems and work at different levels. This explanation of what incognito mode really hides lays out the distinction clearly.