About 2000 miles on average.
I like the Park chain-checker tool...it's so quick and easy I am able to just grab it out of the toolbox for a quick check on a regular basis.
Cassettes last a lot longer, thousands and thousands of miles longer, if you are diligent about replacing your chain when it's worn.