Do these bars actually weigh 45 pounds?

Not always. A verified-purchase reviewer on academy.com reported a CAP 7-ft bar weighing 34.4 lb rather than 45 lb, while r/homegym lifters measured a PAPABABE bar at roughly 44.x lb, close enough to spec. If accurate loading matters to you, check the model and verify on a scale.