You should specify that you mean CGNAT, which is different from regular NAT and works at the WAN level.

Also, your ISP does the routing and translation for CGNAT, so they can still see exactly what everyone is doing (by necessity - they need to route your packets!)

So this helps even in the case of CGNAT, and they will only know the destination IP of your traffic.