US beef is filled full of so much crap these days it tastes like chicken... which tastes like the cardboard packaging it is sold in. We always comment on it when we return from outside the country.
If you get some organic beef and organic chicken you will taste a big difference. Try bison as well if you want more flavor.
As for horse.... I won't knowingly eat it. Or dog.... to each their own I suppose.