Market thesis / Jul 13, 2026 / 4 min
Goldman Wrote the Menu Washington Fights
On July 11, Goldman Sachs initiated coverage on Zhipu and named DeepSeek and ByteDance as China's top AI model picks — the same week OpenAI, Anthropic, and Google united against Chinese distillation and Beijing weighed locking Qwen and GLM inside China.
Goldman Sachs just handed CIOs a shopping list for Chinese frontier models — Zhipu, DeepSeek, ByteDance — three days after Washington's top labs formed a distillation defense pact and one week after Reuters reported Beijing may lock those same weights inside China.
The split: Wall Street is normalizing what geopolitics still treats as contraband.
What Goldman said
- On July 11, analyst Ronald Keung's 50-page report initiated coverage on Hong Kong-listed Zhipu (Knowledge Atlas) with a Neutral rating and an HK$1,880 price target — roughly 15% above that day's close.
- Goldman named DeepSeek and ByteDance as its other top Chinese model picks. DeepSeek and ByteDance are private; Zhipu is the only public equity proxy.
- The bank pegged Zhipu's implied valuation at $110 billion and estimated independent Chinese model companies collectively exceed $200 billion.
- On foundational text, Goldman ranked Zhipu GLM5.2 and DeepSeek strongest on pricing power and cost. On video, ByteDance's Seedance leads — reportedly above $2 billion ARR with 70% gross margins.
- Goldman maintained Buy on MiniMax (HK$860 target) and Kuaishou.
Why the math matters
- Goldman's framework scores pricing power, cost advantage, and financial strength — not patriotism.
- Chinese high-end models price around $1 per million tokens. U.S. frontier APIs run $4–$8 — Chinese stacks at roughly 10–25% of American list prices.
- DeepSeek V4-Flash API pricing: $0.14 input / $0.28 output per million tokens. GPT-5.6 Sol: $5 / $30.
- Goldman forecasts China's AI model API and subscription revenue growing from ¥35 billion in 2026 to ¥879 billion by 2030 — daily token consumption rising from 35 trillion to 460 trillion.
- MiniMax derives 60–70% of revenue overseas. Goldman calls international expansion — especially outside the U.S. — the biggest upside.
The politics Goldman didn't price
- In April, OpenAI, Anthropic, and Google began sharing distillation intelligence through the Frontier Model Forum after accusing Chinese labs of systematically copying frontier outputs.
- Anthropic told Congress that operators linked to Alibaba's Qwen ran 28.8 million fraudulent Claude exchanges across ~25,000 accounts (April 22–June 5).
- On July 7, Reuters reported Beijing held Commerce Ministry meetings on restricting overseas access to frontier Chinese models — including Qwen, Doubao, and Z.ai's GLM — and treating AI leaks as national-security crimes.
- Goldman noted Microsoft is considering hosting DeepSeek inside Copilot as a low-cost option — with inference running inside Azure, per the Wall Street Journal.
- AWS Bedrock and Google's Gemini Enterprise platform already host Chinese open-weight models.
The enterprise shift underneath
- Goldman describes the buyer mood moving from "token maximization" to ROI-first deployment — the same week Satya Nadella warned enterprises they pay twice for AI (cash plus proprietary know-how).
- A Jellyfish engineering study Goldman cites found heavy enterprise AI users consume 10× the tokens but deliver only 2× the output.
- Open-source economics remain messy: Alibaba Cloud can host GLM5.2 without paying Zhipu. Goldman expects a shift toward open-weight plus community licenses with revenue sharing — MiniMax's M-series is the template.
The catch in the coverage
- Goldman gave Zhipu a Neutral rating despite the bullish price target — signaling valuation risk even as capability closes in.
- The bank warns disclosed ARR understates real deployment when weights ship free on third-party clouds.
- DeepSeek announced peak/off-peak pricing for V4 from mid-July — peak rates 2× off-peak, blended around $0.35 (Pro) and $0.12 (Flash) per million tokens.
Convina's view: Goldman just did what establishment banks do when a technology stops being exotic — it wrote the menu. That does not resolve the fight. Washington is building distillation defenses and export guest lists; Beijing is drafting outbound model controls; and U.S. labs need IPO-week multiples on $30-per-million-token APIs while Goldman tells clients the durable trade may be the 90%-cheaper stack hosted on Azure anyway. Buy the discount. Price the sovereignty tax separately.