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China AI: Intelligence is all you need? Initiating coverage on Z.ai and Minimax
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China AI: Intelligence is all you need? Initiating coverage on Z.ai and Minimax
4 August 2026
Initiation
China AI
China AI: Intelligence is all you need? Initiating coverage on Z.ai
and Minimax
Initiating coverage on China’s AI labs. We are initiating coverage on Z.ai on Outperform Robin Zhu
+852 2123 2659 (PT HK$1,350), and Minimax on Market-Perform (PT HK$275). Frontier AI sits at the
robin.zhu@bernsteinsg.com intersection of a generational tech cycle and global geostrategic competition. Domestically,
there is now a clear policy interest in building out a frontier AI industry. Outside China, we
Charles Gou expect token rationalisation to help support adoption of open source AI models.
+852 2123 2618
charles.gou@bernsteinsg.com
The Pareto frontier, and the right to win. We expect coding to remain the lingua franca
between man and machine as agentic AI moves toward recursive self-improvement, and Min-Joo Kang
+852 2123 2644 autonomous task completion. Among the AI labs, we expect the winners to be the ones
minjoo.kang@bernsteinsg.com that can (1) deliver differentiated “spikes” in performance; (2) capture convex willingness
to pay at the frontier; then (3) serve intelligence cheaply while funding the next training run.
Hyrum Caesar For investors, we expect model architecture and performance to remain the core of AI lab +81 3 6777 6979
hyrum.caesar@bernsteinsg.com analysis, with ARR growth and inference margins representing downstream outcomes.
The next leg of AI adoption. In contrast with AI adoption to date led by 1% of power users
spending $5k monthly, we expect the next leg of AI adoption to be driven by broader-based
use, and better matching of token costs with the value of task completion. As more tasks
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