Batteries used in current generation e-bikes are made with lithium-ion cells. The cells look like a giant AA batteries.
There are two commonly used sizes:
18650 (18mm diameter, 65mm length, 0 means it’s a cylinder), and
21700 (21mm diameter x 70mm length, 0 cylinder).
18650 is most common...