Here's the Mantis Pro SE tearing through snow with adventure-seeker, GingerOnWheels, at the throttle. With 10" x 3" hybrid tires, the Mantis was able to carry him across snow...
...and also sand! GingerOnWheels rode the Mantis on the beach in the summer.
Anywhere you won't dare to ride?
Note: Water damage voids the electric scooter's warranty (which is standard across the industry), even for products that carry an IP (ingress/water protection) rating.