Shares of heating and cooling solutions company AAON (NASDAQ:AAON) jumped 4.8% in the afternoon session after it reported fourth-quarter results where a major revenue beat and a surging order backlog appeared to outweigh an earnings miss.

Revenue for the quarter grew 42.5% year on year to $424.2 million, comfortably beating Wall Street's expectations of $374.1 million. This strong top-line performance was complemented by a record backlog of $1.83 billion, which increased 111% from the previous year, signaling robust future demand. However, the results were not entirely positive, as the company's adjusted earnings per share of $0.39 fell short of analysts' consensus estimates of $0.46. Despite the earnings miss, the figure still represented a 30% increase from the $0.30 per share reported in the same quarter last year, and investors seemingly focused on the impressive sales and backlog growth.

After the initial pop the shares cooled down to $105.94, up 4.8% from previous close.

Is now the time to buy AAON? Access our full analysis report here, it’s free.

AAON’s shares are very volatile and have had 23 moves greater than 5% over the last year. In that context, today’s move indicates the market considers this news meaningful but not something that would fundamentally change its perception of the business.

The previous big move we wrote about was 24 days ago when the stock gained 2.9% on the news that the broader market rebounded from a tech-driven sell-off, with investors taking the opportunity to buy stocks at lower prices.

This rally was fueled by a recovery in technology stocks and a significant bounce in Bitcoin, which stabilized after losing over half its value from its October peak. Investor sentiment was also lifted by a surprising improvement in U.S. consumer sentiment and the realization that massive AI-related capital expenditure, such as Amazon's planned $200 billion, directly benefits chipmakers like Nvidia and Broadcom. These "pick-and-shovel" winners jumped as much as 7%, helping the S&P 500 edge back into positive territory for 2026. The highlight of the day was the Dow Jones Industrial Average, which surged and crossed the historic 50,000 threshold for the first time.

AAON is up 33.8% since the beginning of the year, and at $105.94 per share, it is trading close to its 52-week high of $106.87 from May 2025. Investors who bought $1,000 worth of AAON’s shares 5 years ago would now be looking at an investment worth $2,121.

ONE MORE THING: 3 Hidden Platforms Growing 3X Faster than Amazon, Google, and PayPal. Amazon, Google, and Meta all followed the same playbook: Dominate an ignored market. Build an unbeatable moat. Scale until you’re unstoppable.

These three platforms are running that exact playbook right now. The early investors in Amazon made fortunes. The early investors in these could do the same. Get All 3 Stocks Here for FREE.