Yes, there is a common phrase in English that means the same thing.

If you are speaking about people: "They are like night and day."
If you are speaking about things: "They are as night and day."
If they are so different that they don't get along and cannot be around each other, then you would say: "They are like oil and water."

I hope this helps ponzu.

-Joseph