The one he keeps pining for.

I think the Danielle Panabaker (Sky High!) will eventually fill the Felicity spot but right now the whole love triangle with the best friend and the partner isn't really clicking and it is very reminiscent to how Laurel was kind of an odd duck in the first seasons of Arrow.