Transaction fees are certainly a difference, and thats something the ETH people work hard upon, and if they manage to deliver plasma and casper in time, they might get on the same level with EOS. The more striking advantage of EOS is the governance system though, in ETH, you have still tokens locked from hacks and app-malfunctions, and the community just recently voted down a proposal to recover funds (because it would have required forking... again!)