You want to use the (bc) version, or bias corrected of both. That said, the reason the Gefs are warmer than the Eps is, in most likelihood, their MJO forecasts. And you're right, let's hope the Eps is closer.
Bias corrected are included at this link.
http://www.stormsurf.com/page2/links/mjo_phase.html