I like the plus label removed.

For someone who never ever used a tabbed browser, “+” doesn't mean “new tab”. It doesn't even mean ”add a thing“. It means “sum”.

Web browser is the most basic application to use this icon.

The icon just doesn't help because user has no prior knowledge of the metaphor anyway.