When you want to publish a beta version, you can use a special tag that won't be proposed to client using pip install package --upgrade
example :
current version = 3.0.1
next version = 3.1.0

I can tag with 3.1.0-alpha.1

pip install --upgrade won't upgrade to this version but pip install package==3.1.0-alpha.1 will