How much smaller will it be?
It depends on the photo, but the direction is reliable. Measured with this same engine on the batch convert page: the test photo as WebP at quality 80 came out at 251,730 bytes, against 435,388 bytes from the biggest converter on the same file. Your result line prints your own before and after.