But is it enough of an improvement to justify the cost? (Since the current raises are probably just the beginning)

It depends :). It’s enough I pay for it for my silly side project. Historically we’ve paid a lot for software tools. IDEs and even documentation used to be pretty expensive. AI seems at least on par with those.

I've never paid for any developer tools or documentation.