Bute

Shortened word for phenylbutazone, the common non-steroidal medication legal at most racetrack.

Across the Board

Refers to betting on a horse to finish first, second, and third to cover any of those scenarios happening during a race

Daily Double

A wager on two consecutive races on the card where bettors have to pick both winners.