美股研究社·2026-02-28 11:38Core Viewpoint - The capital market rewards technologies that are scalable, affordable, and capable of forming network effects, especially in the context of artificial intelligence (AI) [2] Group 1: Market Dynamics - The AI industry's value anchor is shifting from "supply-side computing power monopoly" to "demand-side token consumption" [3] - Recent data shows that Chinese models have surpassed American models in token usage, with 51.6 trillion tokens compared to 27 trillion tokens in a week [5] - The price disparity in token consumption is significant, with Chinese models averaging $0.3 per million tokens compared to $5 for American models, indicating a drastic cost structure difference [6] Group 2: Business Model Transformation - The gap in model capabilities has compressed from three years to seven months, while the cost difference remains substantial, leading to a shift in business logic [7] - Companies are increasingly prioritizing affordable and scalable deployments over the most advanced models, impacting IT budget allocations [7] - The market's reaction includes a 5% drop in NVIDIA's stock due to challenges to its high-margin GPU business, while Tencent and Alibaba saw a 3% rebound as increased token usage opens up new commercial opportunities [7] Group 3: Index Evolution - The Hang Seng Technology Index is evolving from a "policy battleground" to a "token barometer" for global large models [3][11] - Unlike the NASDAQ, which represents AI producers, the Hang Seng Technology Index reflects model applications, usage scale, and distribution capabilities [15] - The index's future potential lies in becoming a "token index," indicating the penetration of AI technology in real commercial scenarios [16] Group 4: Investment Implications - The capital narrative is shifting from investing in GPU capacity to investing in usage frequency and platform distribution [17] - The price elasticity of tokens suggests that as costs decrease, token consumption could increase exponentially, transforming AI from a luxury to a necessity [17] - Companies controlling significant traffic and token consumption will gain pricing power, making the Hang Seng Technology Index's components critical for future cash flow [21] Group 5: Conclusion - The AI industry's measurement standard is transitioning from "computing power supply" to "token consumption," marking a paradigm shift [23] - The Hang Seng Technology Index may become a key indicator of the global large model landscape, reflecting the dynamics of cost and scale in AI applications [24]