Hide the block
Open My page and find the intended block.
Turn off Show on page for that block.
A crossed-out eye marks a hidden block in the builder.
Reload the builder to check that it stays hidden, then use Open page to check your public page.
The hidden block stays in the builder and is absent from the public page.

