I would suggest staying in a town called
Schuylerville, which is one town closer to Saratoga from Greenwich. Approximately a 15 minute drive from the track.
Its closer than Greenwich and as affordable. Here are some options:
http://local.yahoo.com/results?fr=dd...lerville%2C+NY