I mostly exhibit a healthy amount of caution when it's icy, despite the tyres, but I did try out riding straight up a steepish lane that had ice all over it. The rear tyre span out when the gradient got up to something like 8%, at which point controlling the feet well enough to actually get off the bike was pretty difficult.