Manager Nick Beazley was philosophical.
"We knew that we had the team to take it out, but it just wasn't our weekend,'' he said.
"With one of our guys getting knocked out in that first race, just the second or third lap into the race, we lost one of our key players."
Elsworth was quick all weekend with good backing from his brother Lance.
"Lance was a machine and was the key to stopping and slowing down all of the [other] teams' cars," said Beazley.
Beazley's second year as manager was a different experience to the first.
"The first year you are pretty green so you spend a lot of your time trying to take in the whole picture. This year I'd already seen the whole picture and I could focus clearly on different aspects like what the referees talked about and what the Palmerston North management talked about."
The team will now get ready for the Auckland Super Stock Teams Championships at Waikaraka Park on March 3 and 4.
Beazley said he would like to have another go at managing the team in Palmerston North next year and that this year's five Rebels were keen to stay together as a team.