We have one of each - a heat pump, a regular central air unit and a mini split. Three level house. We use electricity for the heat pump unless it gets freakishly cold here in Georgia. We previously had 2 heat pumps, which couldn’t seem to heat or cool our house.
The new units are all less than 5 years old. We paid less than $10,000 for all three. Our electricity bill is usually around $100 per month, except in the hottest and coldest months of the year, when it could reach $200.
I wouldn’t really recommend one over the other. All 3 seem to work great.