I found cleaning our tank easy (only a 10g)
I put our snake into a container with one of his hides, took all the 'furniture' from the tank out and then just sucked everything else out with a shop vac.
Cleaned the tank with a very mild bleach solution, washed it out again with water, let it dry and put everything back. Maybe took... 15 - 20 minutes.