In 2023, if you're using a major commercial provider, and the caller ID is a US-originating number you're more likely to see accurate Caller ID than not. STIR/SHAKEN has been widely adopted, and networks now have permission to drop calls providing inaccurate digital signature.
Even as of last year caller ID accuracy was bad.