He said he wanted what was best for the party. He refused to answer whether he thought he was the right person for the deputy role but said he'd done well in the position before.
Today is just the second time the National Party has met after its devastating election defeat, where it lost 20 MPs.
National Party president Peter Goodfellow said the terms of reference for the election campaign review was being drafted this week.
The review would be more comprehensive and robust than the party's usual campaign reviews, he said.
Collins on assigning shadow portfolios
Shadow portfolios would be decided after the new Government announces its portfolios, Collins said.
One of the considerations was to sometimes test MPs in areas they hadn't had experience in before.
Collins said Labour might need the Greens in government to "blame" them.
National's leader said she hasn't considered which portfolios she would like, besides national security, as she wanted to know what roles her MPs were keen for.
Much of last week's caucus meeting was about farewelling those who lost their seats or have said they would be retiring after the election.
But today's meeting is likely to be a lot more forward-looking, as National looks to be the "strong opposition" that Collins promised.
Speaking to Newstalk ZB last week, Collins said she would be sitting down each of her MPs for an "honest" discussion in which they will be able to privately air any concerns.
It will also be an opportunity for them to pitch for what shadow portfolios they want.
After Todd Muller resigned the leadership in July, Collins said she and deputy leader Gerry Brownlee were given "the hospital pass from hell".
She has previously spoken about how she reluctantly became the leader of National, after she was asked by the caucus.
"We were thrown it [the leadership] and we ran with it as far and as fast as we could."
National's caucus meeting comes as Labour and the Greens attempt to hammer out a government-forming deal this week.
Labour, which won 64 out of 120 seats in the House, does not need the Greens to govern.
But the two parties are holding talks every day this week to figure out how the Greens can fit into the Labour government.
Prime Minister Jacinda Ardern confirmed that those talks are likely to conclude by Friday.