Ant Group, the Chinese fintech giant backed by Jack Ma, is undergoing a massive and costly transformation into an artificial intelligence powerhouse. The company’s aggressive pivot was underscored this week by two major developments: the release of a massive trillion-parameter open-weights reasoning model and financial data revealing that its heavy AI investments have severely impacted its bottom line.
According to Bloomberg calculations based on earnings data released by Alibaba Group, which owns a third of Ant, the fintech company’s quarterly profit for the three months ended December 31 fell an estimated 79 percent year-on-year to 1.13 billion yuan ($156 million). This follows a 91 percent profit decline in the previous quarter, highlighting the immense capital required to compete in the global AI race.
The profit drop is directly tied to Ant Group’s strategic decision to redirect hundreds of millions of dollars into artificial intelligence, large language models, and global payment services. Following a domestic regulatory overhaul that capped its lending capacity, the operator of the ubiquitous Alipay app is actively searching for new, technology-driven revenue streams .
The Release of Ring-2.6-1T
The most visible result of this investment is the recent release of Ring-2.6-1T by inclusionAI, Ant Group’s open-source arm. Released around May 8, 2026, under an MIT license, Ring-2.6-1T is a trillion-parameter Mixture-of-Experts (MoE) reasoning model.
The model features approximately 1 trillion total parameters, with roughly 63 billion active parameters per token, and boasts a native context window of 128K (expandable to 256K via YaRN). It also includes adaptive reasoning-effort modes, allowing it to scale its computational power based on the complexity of the prompt.
The release of Ring-2.6-1T is significant not just for its size, but for its open-weights nature. It adds to a growing trend of Chinese tech companies releasing highly capable, massive-scale models to the open-source community, challenging the closed-source dominance of Western firms like OpenAI and Anthropic. While vendor-reported benchmarks for Ring-2.6-1T are strong, independent third-party evaluations are still pending. The move mirrors broader industry trends, such as when Alibaba shifted strategy toward closed-source AI models to drive revenue over open-source, though Ant Group appears to be taking a different path with its inclusionAI division.
AI Across the Ecosystem: Alipay and Healthcare
Beyond foundational models, Ant Group is rapidly deploying AI across its consumer-facing products. In the payments sector, the company has introduced “Alipay AI Pay,” a native payment system built specifically for autonomous agents. This framework allows verified AI agents to independently place and pay for purchases on behalf of users, automating complex retail transactions using natural language commands.
The company is also making significant inroads into digital healthcare. Ant Group launched a health application called AQ, which reportedly reached 140 million users by September of last year. The app features a library of “AI doctor avatars” designed to provide medical consultations. Furthermore, Ant showcased a demo of its first humanoid robot last year, which it claims could eventually perform basic tasks and assist in medical settings .
Global Ambitions Amid Domestic Constraints
Ant Group’s AI pivot is occurring alongside a push to expand its international footprint. The company’s Singapore-based global division generated $3 billion in revenue in 2024, with growth of approximately 25 percent in 2025. This sustained international growth, coupled with its new AI capabilities, is viewed by analysts as potentially paving the way for an initial public offering of the international unit.
However, the company’s overall valuation remains a shadow of its former self. A share repurchase program in 2023 valued Ant Group at approximately $79 billion, a sharp contrast to the $280 billion valuation it commanded in late 2020 before regulators suspended its dual listing in Shanghai and Hong Kong.
As Ant Group continues to absorb the high costs of AI development, the success of models like Ring-2.6-1T and applications like Alipay AI Pay will be critical in determining whether the company can successfully reinvent itself for the generative AI era. The stakes are incredibly high. With domestic lending growth constrained by regulatory caps, its consumer finance affiliate, Chongqing Ant Consumer Finance, currently operates with an estimated lending limit of 620 billion yuan. The company has little choice but to seek growth elsewhere.
The transition from a pure fintech platform to an AI-driven technology conglomerate is fraught with challenges, not least the intense competition from domestic rivals such as Tencent, Baidu, and ByteDance, all of whom are pouring billions into their own AI initiatives. However, Ant Group’s unique position at the intersection of payments, healthcare, and consumer services provides it with a vast trove of proprietary data and immediate, practical use cases for its AI models. If the company can successfully monetize these AI investments, the current short-term profit pain may well translate into long-term strategic dominance in China’s evolving digital economy.