July 2026 is poised to mark a pivotal moment in the global large model industry, as the sector embarks on a cyclical phase of intense competition defined by the cycle of 'performance enhancement - market valuation growth - financing - and even more remarkable performance.' During that month, China's top five independent large model companies made a series of strategic maneuvers: Zhipu secured a substantial HK$31.4 billion in financing and declared its intention to forgo profitability for the next two years; MiniMax revealed a HK$16 billion financing plan, with its founder going as far as to announce a salary waiver; Moonshot AI launched the state-of-the-art open-source model K3 and geared up for a listing on the Hong Kong Stock Exchange; DeepSeek finalized over HK$50 billion in financing, expediting its initial public offering (IPO) process; JieYue XingChen introduced an AI smartphone without a predetermined price or release date, delving into integrated hardware-software development. Simultaneously, overseas behemoths OpenAI, Anthropic, and xAI also recalibrated their product strategies or unveiled new models, further escalating the competitive atmosphere.

The introduction of Moonshot AI's K3 model triggered a significant downturn in the stock prices of Zhipu and MiniMax, casting doubt on the market's expectations of the 'enduring dominance' of leading model companies. Listed entities Zhipu and MiniMax, having swiftly exhausted their IPO proceeds, were in urgent need of additional financing, with valuations playing a pivotal role in securing these funds. However, the emergence of K3 undermined the very foundation of their valuations. Despite each of the five domestic companies pursuing unique development trajectories, their fundamental goal remained steadfast: to uphold confidence in the capital markets and guarantee uninterrupted access to financing.

Currently, the large model industry grapples with the dual challenges of rapid performance iteration and cutthroat price wars, while overseas giants fiercely compete over subscription quotas—essentially battling for developer resources to amass leverage for their IPOs. In contrast to their overseas counterparts, domestic independent large model companies also face competitive pressure from major tech firms, which exploit their proprietary cash flows to gain an edge in research and development planning. The large model API business finds it arduous to maintain a sustainable competitive advantage, as any lead can be swiftly eroded, and the industry's virtuous cycle is perpetually at risk of disruption.

Nevertheless, independent companies still possess opportunities to break through by capitalizing on their focus, agility, and willingness to engage in technological experimentation. Commencing in July, all participants must acknowledge a stark reality: no model can eliminate a company's need for financing, no financing can halt a company's drive for iteration, and no price can dissuade rivals from catching up. This interminable struggle demands unwavering preparedness and relentless innovation.