Buy Or Fear Alibaba Stock After AI Surge?

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Alibaba stock’s (NYSE:BABA) comeback has been nothing short of dramatic. After languishing for much of the past few years under the weight of regulatory pressures, sluggish Chinese consumption, and intensifying e-commerce competition, the stock has staged a spectacular rally in 2025. Shares have nearly doubled since January and surged another 30% in September alone, making Alibaba one of the year’s top tech performers. The catalyst? A decisive pivot to generative AI, where Alibaba’s progress in cloud, chips, and large language models has not only revived investor confidence but also put the company on a more level playing field with global AI leaders. Over the most recent quarter, the cloud division grew 26% year-on-year last quarter, while AI-related revenue posted triple-digit growth for eight consecutive quarters. But with Alibaba’s stock already up 2x year-to-date, the real question is: can this AI-fueled rally continue, or is much of the good news already priced in?

Image by Markus Winkler from Pixabay

 

Building Cutting Edge Models
At its September 2025 tech conference, the company unveiled Qwen3-Max, its most advanced large language model (LLM) with over 1 trillion parameters. The model performs strongly in complex reasoning, code generation, multi-step problem-solving, and autonomous agent capabilities. Uniquely, it can handle input sequences of up to 1 million tokens, exceeding many global peers. In terms of benchmarks, it has surpassed rivals in coding and reasoning tasks, putting Alibaba on more competitive footing against global AI leaders including OpenAI and Alphabet (NASDAQ:GOOG) . Related The GOOGL Stock Shareholder Jackpot The model is already accessible via Alibaba Cloud’s API and chat services.
Chips And Infrastructure
Supporting these model breakthroughs is Alibaba’s fast-growing cloud business. The division expanded 26% year-over-year last quarter, while AI-related revenue has delivered triple-digit growth for eight consecutive quarters. This momentum highlights the importance of back-end infrastructure in scaling AI services. To further strengthen its AI backbone, Alibaba has reportedly developed a new 7-nanometer AI inference chip, significantly more capable than its earlier Hanguang processor. The chip is built for real-time inferencing workloads, to generate answers and recommendations. The chip’s launch also comes amid U.S. restrictions on advanced chip exports to China. While some conditional shipments have been permitted, uncertainty persists, and Beijing has urged companies not to rely heavily on U.S. chips. By designing its own processors, Alibaba reduces dependence on foreign suppliers while catering to China’s accelerating demand for domestic AI capacity.
Partnerships and Investments

Beyond individual products, Alibaba is committing to a broader AI ecosystem. The company initially pledged RMB 380 billion (about $53 billion) for AI infrastructure and development over three years, but CEO Eddie Wu has confirmed that Alibaba will exceed this figure in response to surging demand and strong technological progress. At the same time, Alibaba is deepening ties. Its strategic partnership with Nvidia will integrate Nvidia’s advanced AI development tools into Alibaba Cloud’s AI platform. The partnership aims to accelerate development in “physical AI,” moving AI capabilities beyond computing into tangible applications such as humanoid robots and self-driving cars.

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Yet for all the excitement, Alibaba’s surge has also made the stock far less of a bargain. Shares now trade at close to $180, or roughly 23x forward earnings – more than double the modest 10x multiple investors paid just about a year ago. And while AI revenues are exploding, the company’s overall growth picture looks less impressive: consensus forecasts call for just around 5% sales growth in 2025. By comparison, global peers like Alphabet are trading at only slightly higher valuations (roughly 25x forward earnings) yet are expected to grow revenue by more than 13% this year. The contrast underscores that while Alibaba’s AI push has reignited investor enthusiasm, sustaining the current momentum will ultimately depend on whether broader business growth can catch up with soaring expectations.

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