Dolphin doesn't work well at all in those temps. Not sure why, but it doesn't move around well.

I have the Dolphin and the Aquabot turbo....the Aquabot has no trouble with low temps. I use it in the spring after opening to get all the worms and other crud out.

Hope this helps