Toyota's RAV4 and Nissan's Rogue lorded over the compact crossover segment in 2017 and 2018, with each topping 410,000 sales last year. Those sales didn't come cheap, with Toyota spending nearly $3,000 a unit in incentives last year, and Nissan offering nearly $4,000.