The advantage? Sure, if you hit a block, you get the entire reward without sharing. The problem? You might wait years or forever before finding anything with normal hardware.
Solo mining on 'bitcoin' I tried it once and wasted electricity for two months with zero rewards. It's like playing the lottery with your power bill.

 Meanwhile, pool miners as a big group of miner lets say most of them are usually earn consistent payouts.