When we say caching, speed comes to mind. The goal here is to set and retrieve something as fast as possible. In this sense, redis is faster than mongodb. However, if you find that mongodb is suitable for doing geospatial searches on cached data, it's ok to use it. You can of course invest some time and implement the same in redis, and then benchmark to see what you gain.
