The difference between seal brown and bay is that the seal brown horse has a brown base coat color, and the bay has a black base coat color. In both examples the Agouti gene controls the distribution of black hairs, and the two colors can be very similar. The mane, tail, and lower legs of both colors are always black, and sometimes it can only be possible to tell the difference through genetic testing.