One cause of “wave elections” is when the majority party clearly sees that it is going to lose, the incumbents near retirement exit early because they don’t want to spend the last two to six years of their career in the minority.
https://rollcall.com/2026/03/04/sen-steve-daines-announces-surprise-retirement/
