It's 2019, Jenkins is on 2.190.x and Stage View is still rocketing CPU usage after being on the page for a few minutes. Need to constantly close tab and re-open in a new one to keep resource utilization manageable.
For anyone looking at this issue: Collapsing the Build History with the minus sign – close to the Trends label made my CPU to go fine again.