Would be interesting to find out, here in South Africa we do have both. Here is a photograph I took when visiting up in the mountains where horses adopted a lone zebra.
Horse is notably taller, although they are very happy sharing. Story went the zebra had been shunned by the family of zebra on neighbouring farm and found it's way to join these horses.