Yep. That's one big reason why D&D 5E stuck success at 65% and fixed the leveling, PC, and monster math around that. We tend to feel failure twice as much as success, so if you win 2/3 of the time and fail 1/3 of the time it feels like you're at 50/50.
I kept track of the rolls of my playtest...