You underestimate just how big and heavy of a battery you would need to power a leaf blower all day. Gasoline has 50-80x more energy density than a lithium battery.
I suppose you could bring a bank of smaller batteries with you and swap them out throughout the day, but that means another piece of equipment to lug around, and climate control becomes an issue if you live in a hot climate. Batteries and heat are not a good combo for safety and reliability.