The requirements are for the Always On setup. If you're willing to skip practicing that (which does need 3-5 machines), then any old computer can run SQL Server for the rest of the stuff.
Gail Shaw
Microsoft Certified Master: SQL Server, MVP, M.Sc (Comp Sci)
SQL In The Wild: Discussions on DB performance with occasional diversions into recoverability