What Does the DeepSeek Halo Teach Us About Chinese Stocks?

28 February 2025
4 min read
| Chief Investment Officer—China Equities

The AI breakthrough spotlights some of China’s distinctive features that deserve closer attention from investors.

Chinese stocks have enjoyed a burst of optimism, driven by government policies to support the economy and the halo effect of DeepSeek’s artificial intelligence (AI) breakthrough. A closer look at DeepSeek’s success offers some insights for investors about China’s potential.

In recent months, China’s equity markets have rallied from last September’s lows, undeterred by escalating trade war tensions. The MSCI China Index and MSCI China All Shares Index surged by 34% and 29% respectively over the past 12 months, outpacing the MSCI World Index and the S&P 500 during that period and in the year to date (Display).

China’s Equity Markets Have Diverged from Developed Markets in Early 2025
Charts show the total return of key Chinese equity indices versus the S&P 500 and MSCI World, over a 12-month period through January 31, 2025, and in the year-to-date through February 18, 2025.

Historical analysis does not guarantee future results.
HSTech Index refers to the Hang Seng Tech Index.
Left display as of January 31, 2025; right display as of February 18, 2025
Source: Bloomberg, Hang Seng Indexes, MSCI and AllianceBernstein (AB)

Two factors have buoyed the Chinese market. First, Chinese policymakers have been easing fiscal, monetary and regulatory policies to boost demand. Second, we’ve seen renewed enthusiasm for Chinese technology and AI, spurred by DeepSeek’s impact on Western investors.

DeepSeek grabbed global attention in late January when it released its high-performance large language model R1. The company’s models have leapt to two of the top 11 positions in the Chatbot Arena Leaderboard, which ranks AI models (Display). By demonstrating China’s ability to develop advanced AI models at relatively low costs, DeepSeek triggered a shock to shares of US mega-cap technology leaders. China is clearly determined to catch up with the US in the AI arms race and has developed 20 generative AI models through 2023—pulling ahead of the EU and UK.

Is China a Rising AI Power?
Left chart shows global chatbot rankings. Right chart shows the number of foundation AI models developed in different regions from 2019 to 2023.

Historical analysis does not guarantee future results.
*Chatbot Arena is an open platform for crowdsourced AI benchmarking, developed by researchers at UC Berkeley SkyLab and LMArena. With over 1,000,000 user votes, the platform ranks best LLM and AI chatbots using the Bradley-Terry model to generate live leaderboards.
Left display as of February 20, 2025; rght display as of December 31, 2023
Source: Artificial Intelligence Index Report 2024, Stanford University; Wei-Lin Chiang, Lianmin Zheng, Ying Sheng, Anastasios Nikolas Angelopoulos, Tianle Li, Dacheng Li, Hao Zhang, Banghua Zhu, Michael Jordan, Joseph E. Gonzalez and Ion Stoica, "Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference," UC Berkeley Sky Computing Lab and LMArena, 2024, https://lmarena.ai/?leaderboard; and AB

Soft Infrastructure Adds an Advantage

While we’re not AI experts, we think the technology milestone spotlights some distinctive features of China’s economy.

Part of China’s success can be attributed to its human capital, or soft infrastructure. This includes abundant availability of engineering talent, accumulated depth of knowledge and companies’ willingness to deploy capital generously. In our view, these features make China a magnet for equity investors seeking attractive, innovative businesses. In fact, according to the World Intellectual Property Organization, applicants from China submitted 1.64 million patent applications in 2023—more than three times greater than US peers (Display). And digital communication is the top technology for Chinese patent applications.

China’s Patent Push Confirms Innovation Credentials
Left chart shows international patent applications by country in 2023. Right chart shows top technologies for patent applications by different countries, according to the World Intellectual Property Organization.

Historical analysis does not guarantee future results.
*Applicants from China filed mostly in digital communication and the US filed mostly in computer technology. Japan, South Korea and Germany filed moslty in electrical machinery. Note: Based on published Patent Cooperation Treaty applications.
Left display as of August 2024; right display as of November 2024
Source: World Intellectual Property Organization

DeepSeek and Chinese AI Investments

We’ve seen China establish industry leadership before, even when it wasn’t the first mover. For example, Chinese companies didn’t invent electric vehicles or solar panels, but they now dominate these industries. Similarly, China’s cost-effective engineering talent and large end-market point to strong potential for Chinese firms to emerge as leading players in AI infrastructure and applications.

But buyer beware. Despite the strong potential, we caution investors against chasing the latest hot stocks in Chinese AI. However, we do think equity investors can find Chinese internet companies with AI exposure and valuations that remain reasonable, even after the recent rally. Enablers of AI technology, the proverbial “pick-and-shovel” makers, also deserve attention, including power producers, electric grid equipment makers and domestic electronic equipment manufacturers. These industries are likely to benefit from increased power demand due to AI adoption, especially as Chinese tech companies announce large increases in AI-related capex.

Growing Investor Interest

Nobody can say how long the recent China rally will last. But we’re encouraged because China’s current rebound isn’t driven by a single political speech or policy announcement. As we see it, investors are actively assessing the relative attractiveness of other asset classes and equity markets, and in today’s complex global conditions, some are finding China’s equity market potential to be appealing. Of course, Chinese markets can be volatile and policy decisions are hard to predict. Still, we think the proactive approach that is leading some international investors to reevaluate the Chinese market offers some hope that the current run might be more sustainable than the short-lived recoveries in the past.

Recent statements suggest that the government is committed to supporting the private sector in general and technology in particular. And ultimately, China’s future success will hinge on the government’s ability to effectively deploy policy measures to address challenges such as disinflation, weak consumer demand and trade wars.

What About Trade Wars?

No discussion of China’s equity markets can ignore the trade wars. Geopolitics—particularly tariffs and the threat of further industrial sanctions—remain the biggest uncertainty for the Chinese market. And it’s usually the main reason investors decide to avoid Chinese stocks.

While the risks of tariffs are real, we think they may be overstated. Over the past seven years, Chinese companies have prepared for tariff uncertainties by diversifying supply chains and relocating factories to Southeast Asia and Latin America. What’s more, since President Trump’s policies have been clearly telegraphed to the markets for months, we believe much of the impact of tariff hikes has already been priced into the Chinese markets.

So how can we reconcile these very different stories about tariffs and technology that are shaping sentiment toward Chinese markets today? Think about it as opportunity versus risk. DeepSeek shines a light on the long-term opportunity that China presents to investors, which can help offset some of the near-term tariff risks. Taken together, this reinforces the need for equity investors to be selective in identifying businesses that are less threatened by trade tensions while benefiting from the positive dynamics that will drive the next stage of China’s development in the 21st century.

The views expressed herein do not constitute research, investment advice or trade recommendations, and do not necessarily represent the views of all AB portfolio-management teams and are subject to change over time.

MSCI makes no express or implied warranties or representations, and shall have no liability whatsoever with respect to any MSCI data contained herein.

The MSCI data may not be further redistributed or used as a basis for other indices or any securities or financial products. This report is not approved, reviewed or produced by MSCI.


About the Author

John Lin is the Chief Investment Officer of China Equities. He has been a Portfolio Manager for AB China Equities since 2013 and for Emerging Markets Value Equities since 2021. From 2008 to 2022, Lin served as a senior research analyst, responsible for covering financials, real estate and conglomerate companies in Hong Kong and China. He joined the firm in New York in 2006 as a research associate, covering consumer services companies for US Small & Mid-Cap Value Equities. Previously, Lin was a technology, media and telecom investment banker at Citigroup. He holds a BS (magna cum laude) in environmental engineering from Cornell University, and an MBA from the Wharton School at the University of Pennsylvania, where he earned the distinction Graduation with Honors. Location: Singapore