New York in the last decade has had more legislative turnover due to felony conviction than a competitive election. Even republicans don’t get kicked out until they retire or get arrested.

I live in a particularly stagnant political subdivision, but I’d say in the last 20 general elections, there have been maybe 3 that had something more than nominal opponents. Usually it’s for things like county coroner. They are more affirmation than election.