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JPMorgan's Dimon: I wish the Chase Sapphire Reserve card had cost us more money

JPMorgan Chase's Reserve credit card should deliver a good return despite it initially costing the bank at least $200 million to $300 million, CEO Jamie Dimon told CNBC on Wednesday.

Dimon was referring to the bank's Chase Sapphire Reserve, introduced last summer, that offered a sign-up bonus worth $1,500 to people who spent $4,000 on the card in the first three months.

The bonus was widely popular and brought the card a lot of attention, but it also caused the bank to take a hit to its fourth-quarter earnings after handing out so many perks.

Dimon, speaking to CNBC at the World Economic Forum in Davos, Switzerland, said the card was in fact successful and that he wishes the bank lost more money.

"One of the fictions here is that the marketing cost ... gets booked over 12 months. The benefit of the card gets booked over 7 years. The card was so successful it cost us $200 million, but we expect that to have a good return on it. I wish it was a $400 million loss," the chief executive said on "Squawk on the Street."

Earlier this month, the bank said it planned to cut the card's bonus in half, and that Jan 12. would be the last day people could earn it by applying online.

On Friday, the bank reported fourth-quarter earnings that pushed well past analysts' expectations.

The stock has been near 52-week highs since mid-December. Fridays' report marks the bank's first results since the Federal Reserve raised its key interest rate target in a year. The Fed is expected to raise them again three times this year.

Bank stocks have rallied in recent months on expectations that President-elect Donald Trump will eliminate regulations put in place after the 2008 financial crisis.