The Motley Fool·2026-01-20 02:00Core Viewpoint - 2026 is anticipated to be a significant year for certain stocks, particularly Nvidia, Nebius Group, and The Trade Desk, which are expected to show strong performance as fourth-quarter results from 2025 are released [1][2]. Nvidia - Nvidia is the largest company by market cap, driven by its dominant position in graphics processing units (GPUs) for artificial intelligence (AI) computing [3]. - The company has reported being sold out of cloud GPUs, indicating sustained demand for its products [4]. - Nvidia's fiscal fourth quarter 2026 earnings are set to be reported on February 25, with expectations that its fiscal 2027 guidance will exceed current market expectations [6]. Nebius Group - Nebius Group is gaining attention for its services that connect high-end Nvidia GPUs to computing clusters, experiencing significant demand [7]. - The company reported a remarkable 355% year-over-year growth in the third quarter, with an annual run rate (ARR) of $551 million [8]. - Nebius has dramatically increased its 2026 revenue projection, expecting an ARR of $7 billion to $9 billion by the end of 2026, which could lead to rapid stock appreciation if achieved [8][10]. The Trade Desk - The Trade Desk faced challenges in 2025, being one of the worst performers in the S&P 500 due to issues with its AI-powered ad buying platform and lack of political advertising revenue [11]. - In 2026, the company is expected to resolve its platform issues and avoid difficult year-over-year comparisons, potentially leading to a significant stock increase [12]. - Currently trading at less than 18 times forward earnings, The Trade Desk presents a value opportunity compared to the S&P 500 average of 22.4 times [12][14].