Google Inc. is developing a videogame console and wristwatch powered by its Android operating system, according to people familiar with the matter, as the Internet company seeks to spread the software beyond smartphones and tablets.

With the game machine and digital watch, Google is hoping to combat similar devices that Apple Inc. may release in the future, according to the people.

Google...