I have no doubt the EB has enough power and torque to tow that trailer fairly easily. But I'd definitely recommend the HD payload option, which will bump the truck's GVWR from 7700# to 8200#, and the payload from 1800# to 2300#. You'll be hard-pressed to find an HD payload on a dealer lot, so you'll probably have to order one. That's why I didn't get the HD payload on my truck, but your trailer is about 900# heavier. That difference would be enough for me to order one with the HD option.
I would also consider an F-250. I opted for the F-150 because I wanted to lease, and I wasn't able to lease an F-250 for any reasonable price.
-- Rob