Yes, they do.
If you would like them to be a little cushy, you can also cut a piece of thin batting. Place the batting under the bottom circle and when you turn them right side out the batting is sandwich in the middle.
I have made them both ways and I never have a problem with glasses tipping.
Everyone will be able to tell which glass is their's when you give them different colored coasters.