I would assume the reason is money, barring some counter evidence. Some videos must lead to longer sessions with higher engagement on average. Even for a single

I would assume the reason is money, barring some counter evidence. Some videos must lead to longer sessions with higher engagement on average. Even for a single view session some videos will have more ads and/or more profitable ads in them.