qinbafrank
AI/Crypto/TMT Investor, Global Liquidity & Macro, Cycle-Based Investing
Tencent's AI push is delivering, with total calls to its Hunyuan Hy3 model up more than 68x from Hy2, and a week after launch Hy3 ranked first on OpenRouter's global model usage leaderboard. That supports the case for WeChat's agent, which calls mini-program APIs directly across 1.38 billion monthly users and is more likely to earn from merchants paying for AI traffic and tools than from consumer subscriptions. x.comÂ
Tencent is rising on three drivers, led by WeChat's native AI agent, Xiaowei, now in limited testing. Rather than simulate screen taps like ByteDance's Doubao, it directly calls millions of mini-program APIs, orders of magnitude more efficient, across 1.382 billion monthly users. Revenue will likely come from merchants paying for agent traffic. Its Hy3 model cut hallucination from 12.5% to 5.4%. Most important, money is rotating into long-lagging, fundamentally strong names like Tencent. x.comÂ
Tencent offers strong downside protection plus several sources of upside. Net of cash and investee stakes it trades at about a 9.5% free-cash-flow yield, and $21.6B net cash, $80.6B of listed stakes and about $50B of unlisted ones cover roughly 20% of its $506B market cap with no long-term debt. It dominates Chinese social media, gaming and music. Upside comes from conservative AI gains in ads and cloud, buybacks management says target an undervalued stock, and convergence to US peer multiples. … Show more
Tencent could be the one true winner in Chinese AI because of its monopoly position, while everything else in China gets commoditized. x.comÂ
Tencent owns one of the best closed loops from intent to identity to payment to fulfillment, yet trades as if AI agents will bypass it. Weixin combines 1.44 billion users with chat, payments, Mini Programs and merchant reach, so its Xiaowei agent can hand work to services that already know the user, a distribution and return advantage. About $75 billion of cash and $128 billion of investments against a $491 billion market cap leave the operating business near 7x roughly $40 billion of earnings. … Show more
Tencent is an underrated way to play AI agents. Meta's Muse, an agent that sends emails, compares prices and books flights, topped the US App Store with 2.5M downloads in two weeks. WeChat's Xiaowei follows almost the same product logic, but WeChat has a social graph, mini-programs and payments, a moat Meta lacks. The business model is unproven: Muse's free tier allows 100M tokens a week, heavy users cost $20-40, and closing the commercial loop may be harder than the technology. x.comÂ
If DeepSeek V4 runs well on Huawei's Ascend chips, China's own AI stack wins, and with it Alibaba, Baidu, Tencent, SMIC, Samsung and SK hynix. Alibaba and Baidu have placed Ascend 950PR orders, and cheaper inference means more deployments and cloud revenue. Tencent is a confirmed 950PR customer. SMIC is the only Chinese foundry able to make Ascend chips. Teardowns show Samsung and SK hynix HBM in Ascend, which Huawei cannot yet replace. Watch the V4 benchmarks. x.com x.comÂ
Alibaba and Tencent offer exposure to China's versions of Microsoft's AI Foundry and Amazon's Bedrock. Alibaba's Bailian/Model Studio has nearly every piece of that flywheel: Model Studio customers grew 8x YoY in the March 2026 quarter, AI cloud revenue has grown triple digits for 11 straight quarters, and AI is 30% of external cloud revenue. Its ~10% cloud EBITDA margin trails AWS and Microsoft's ~40% but should rise once its land grab locks in clients. Tencent's offering is similar. x.comÂ
Meta's Muse-driven repricing should start to reprice Chinese hyperscalers like Alibaba and Tencent too. Meta rose 11.4% as Muse became the top downloaded app, for many consumers their first real use of a personal agent. That repricing should massively validate hyperscaler capex and push its return on invested capital above 50%, with rivals racing to compete. x.comÂ
Tencent is starting to look a bit too cheap at 13 times forward earnings. x.comÂ
Tencent needs no catalyst because its EPS keeps compounding steadily, and a long stretch of low prices is ultimately a gift if it buys back a ton of stock. Owning it through Prosus adds a second layer of buybacks at a discount. x.comÂ
Meta doesn't need the best AI model because it has a huge distribution advantage in its 3.6 billion users. x.comÂ
