Gaming PC. How Cheap Is Too Cheap?

When building a Gaming PC it is very normal to not want to spend more money than necessary, but that does not mean that you want to spend minimal cash and get a Computer that won’t run the games that you are planning to play, but how cheap is too cheap?

Can you game on a 69 dollar PC?