Though EOS was imagined to be a better form of Ethereum, the team has not disclosed the real full form of the abbreviation or wether EOS is even an abbreviated name.
But yes, they are going to give a competition to ETH.
I believe that you need to have both Ethereum and EOS in your investment portfolio. As for me personally, I do not consider coins in terms of their functionality, but in terms of their investment attractiveness.