Thanks, that's helpful, I had the expertflyer membership for a bit but wasn't really using it so I scrapped it. I figured it was something like this but I wondered if there might be an actual formula someone knew. It's funny though in the times I have been waitlisted I've never been upgraded via email, I've heard of it happening but mine have always been at the gate.