Incumbent polarization is also consistently below that of new candidate polarization.
That is from the forthcoming interesting book by Andrew B. Hall. He also argues that while voters can elect moderates, they cannot force more extreme candidates to govern as moderates. Furthermore, devaluing office leads to more extreme candidates being interested in running for office.
The book’s argument is that who runs for office helps determine the level of ideological polarization in the legislature.