Gambling v. off track betting, legality?

In NYC gambling is illegal. You can't open up a casino, it's against the law. Isn't off track betting gambling as well? i mean you're gambling on the horse that's going to win. Why is OTB (off track betting) legal and you see them on every few blocks, yet opening a casino illegal?