It will also depend upon how many other flights are offered between those city pairs that day. If it is the only flight that evening, count on more people showing up. If is between JFK and LHR where there are numerous flights (BA has over 6 per day, many business/first book all flights and take the first one after business is done for the day.
TWA will book over 30 passengers on a MD-80. This is normal.