I just checked my own environment.  I looked at an event RSVP form we’ve been running over the last month.

When I go into individual submissions of different instances, I can see IP Addresses.  I recognize the IP addresses when I look at submissions by authenticated users.  I do not recognize the IP addresses when I look at submissions by “Anonymous User”.

Hope that helps!