Cover Story: Chinese AI Startups Make Gains in Challenge to U.S.-based OpenAI
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Since OpenAI’s ChatGPT ignited a global frenzy for generative artificial intelligence in late 2022, China’s tech sector has been swept up in a stampede of investment focused on computational power and cutting-edge models. While a few dominant players have emerged, the road ahead for the industry remains fraught with challenges.
Five-year-old Zhipu AI, one of China’s earliest generative AI start-ups, is now valued at over 20 billion yuan ($2.7 billion) and backed by a diverse range of investors. Incubated by Tsinghua University, Zhipu AI debuted China’s first self-developed pre-trained large language model (LLM) in August 2022. The company, with nearly 1,000 employees, has 25 million users for its chatbot app, ChatGLM, and rakes in annual recurring revenue exceeding 10 million yuan. CEO Zhang Peng said Zhipu AI aims to become China’s version of OpenAI, with operations spanning both business and consumer sectors.

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- Since the ChatGPT boom in 2022, China's AI sector has seen a surge in investments, focusing on generative models, with companies like Zhipu AI and MiniMax leading the charge.
- Challenges like U.S. chip restrictions hinder Chinese startups' computational resources, prompting them to optimize algorithms and seek differentiated applications in competitive markets.
- Chinese AI startups such as Baichuan AI and 01.AI strive to rival international competitors by enhancing specialized applications in sectors like healthcare and education, while also addressing funding and technical constraints.
Since the launch of OpenAI's ChatGPT in late 2022, China's tech sector has seen a surge in investment in generative AI, focusing on computational power and advanced models. Several major players have emerged, navigating a path filled with challenges [para. 1]. Among them is Zhipu AI, a five-year-old company incubated by Tsinghua University, valued at over 20 billion yuan ($2.7 billion), and MiniMax, launched by veterans from SenseTime [para. 2][para. 3]. These startups are part of the "Six AI Tigers," a group of Chinese AI unicorns showing remarkable growth, even in the face of strict U.S. restrictions on advanced chips [para. 4][para. 9].
The founders of these companies express optimism, as they believe China's AI capabilities have caught up with or even surpassed global leaders in some areas [para. 5]. Baichuan AI, for instance, anticipates significant growth in AI applications by 2025, focusing on sectors like healthcare, education, and finance, planning to double its workforce [para. 6]. Similarly, Stepfun forecasts the emergence of commercialized large model ecosystems within the next couple of years [para. 7]. Despite these advancements, Chinese AI companies face substantial challenges, primarily due to lagging computational power and funding compared to their U.S. counterparts [para. 9].
Chinese companies like Zhipu AI are innovating in software and algorithms under the constraints of limited resources, attempting to optimize software with fewer resources [para. 11]. Companies such as 01.AI, founded by Kai-Fu Lee, are seeing advantages in resource utilization, achieving training costs significantly lower than U.S. companies [para. 12]. Notably, the Chinese models have achieved parity with GPT-4 in various capabilities as of mid-2024 [para. 13]. The AI sector in China, referred to as AI 2.0, emphasizes enhanced generalization and versatility, becoming a platform for more advanced applications like AI assistants and productivity tools [para. 14][para. 15].
Despite emerging successfully, these startups must compete against established internet giants such as Alibaba, Tencent, Baidu, and ByteDance, who have launched foundational models and applications [para. 18]. Startups focusing on consumer-facing applications face intense rivalry, illustrated by Moonshot's experience with ByteDance's AI assistant Doubao, which captured significant market share in a short time [para. 19][para. 20]. ByteDance's low pricing strategy further intensified competition, challenging startups to find niches in specialized areas like healthcare [para. 21][para. 22].
The deeply competitive landscape pressures startups like Baichuan AI to focus on sectors that traditional giants have less expertise, like healthcare, where they've developed highly effective AI models in partnership with medical institutions [para. 23][para. 24]. Nonetheless, experts emphasize that government policies are critical in determining practical application feasibility in domains such as healthcare [para. 26]. Moreover, AI-driven content in industries like retail shows potential, where Chinese enterprises may have an edge over Western companies due to different market dynamics and regulatory environments [para. 27][para. 30].
Technological challenges persist, with Chinese companies catching up with Western firms in AI development despite limited computational resources due to trade restrictions from the U.S. on Nvidia AI chips [para. 33]. As technological advances slow internationally, Chinese firms see opportunities to close the gap, relying on alternative methods and efficiencies to remain competitive within the global AI race [para. 35][para. 36]. With competition heating up, capital investment in large model development is prioritized, with notable deals involving firms like Zhipu AI and Baichuan AI, striving to maintain pace with rapid technological changes [para. 50][para. 52].
- Zhipu AI
- Zhipu AI, a Chinese generative AI startup incubated by Tsinghua University, is valued at over 20 billion yuan ($2.7 billion). It launched China's first self-developed large language model in 2022 and has 25 million users for its ChatGLM app. With nearly 1,000 employees and over 10 million yuan in annual recurring revenue, Zhipu AI strives to become China's version of OpenAI, focusing on both business and consumer sectors.
- MiniMax
- MiniMax, founded by veterans from SenseTime, launched the Chinese AI platform Glow in 2022. It has found international success with Talkie, ranking fifth among free entertainment apps in the U.S. in June. MiniMax generates $70 million in annual recurring revenue from advertising and subscriptions across its products, including Talkie, Hailuo AI, and Xingye AI. It is one of China's Six AI Tigers and part of the country's AI unicorns, startups valued over $1 billion.
- Baichuan AI
- Baichuan AI focuses on finance, education, and healthcare sectors, with models reaching GPT-3.5 capabilities by late 2023 and progressing to GPT-4 mid-2024. They launched a pediatric health model with Beijing Children’s Hospital, achieving AI doctor error rates of 1%. In July 2024, Baichuan raised 5 billion yuan in Series A funding, supported by Alibaba and Tencent. They expect order contracts to reach 1-2 billion yuan, with workforce expansion planned to accommodate growth.
- Moonshot AI
- Moonshot AI, part of the Six AI Tigers, initially led the text generation sector with its AI chatbot Kimi Chat launched in late 2023. However, it was soon overtaken by ByteDance's AI assistant Doubao due to ByteDance's technological capabilities and vast user base. The competition intensified in 2024 as ByteDance leveraged its access to traffic and resources, making it challenging for Moonshot AI to maintain its early lead in the consumer-facing AI application market.
- Stepfun
- Stepfun, one of China's Six AI Tigers, was founded by Microsoft veteran Jiang Daxin. The company expects the first commercialized large model ecosystem to emerge within one to two years. Stepfun believes the advancement of AI 2.0 lies in generalization and versatility, with core capabilities in large models layered with industry-specific data to unlock new opportunities.
- 01.AI
- 01.AI, founded by Kai-Fu Lee in March 2023, focuses on corporate customers, offering AI-generated live-streaming and marketing services to reduce costs in the retail market. Despite limited funding compared to OpenAI, 01.AI optimizes software and algorithms to compete, leveraging advantages in cost, labor efficiency, and resource utilization. Kai-Fu Lee believes Chinese companies have opportunities domestically and globally, despite the limitations in computational power due to U.S. restrictions on chips.
- SenseTime
- SenseTime is an AI technology developer whose veterans founded MiniMax. MiniMax launched the Chinese AI platform Glow in 2022 and has achieved international success with products like Talkie. The company generates $70 million in annual recurring revenue from advertising and user subscriptions across Talkie, Hailuo AI, and Xingye AI.
- Alibaba
- Alibaba is actively involved in China's AI sector, having invested in Baichuan AI's Series A funding round in July 2024. Along with a 20 billion yuan valuation at that time, Baichuan AI's funding also came from Xiaomi, Tencent, Asia Investment Capital, China International Capital Corp., and several government-backed funds, highlighting Alibaba's strategic engagement in nurturing the development of large model companies within China's burgeoning AI landscape.
- Tencent
- Tencent is involved in China's AI industry, having invested in Baichuan AI, which secured 5 billion yuan in a Series A funding round. The company is among the major investors in the Six AI Tigers, supporting the development of large language models. Additionally, Tencent Cloud has been involved in price competition with ByteDance's Doubao, which has significantly influenced market pricing.
- Baidu
- The article mentions Baidu as one of the major internet companies in China that have launched foundational AI models and various applications, including large language models, text-to-image, and text-to-video technologies. However, it doesn't provide detailed information about Baidu's specific role or developments beyond this context.
- ByteDance
- ByteDance has successfully utilized its technological capabilities and vast user base to dominate China's AI market with its AI assistant Doubao, launched in May 2024. Doubao quickly became the largest AI app in China with 42 million monthly users by September, aided by aggressive pricing strategies that significantly undercut competitors. This price-driven approach led to exponential growth in daily usage and partnerships with major car brands, integrating into over 300 million smart devices.
- Xiaomi
- Xiaomi was one of the investors in Baichuan AI's Series A funding round in July, which helped the company achieve a 20 billion yuan valuation.
- DeepSeek
- DeepSeek, a Hangzhou-based AI startup, unveiled its open-source LLM DeepSeek-v3 in December, achieving performance comparable to GPT-4 with 671 billion parameters. It was trained for two months at a cost of $5.58 million, using fewer computing resources than competitors. The company's focus is on engineering solutions to overcome computational limitations due to U.S. restrictions on Nvidia AI chip exports, utilizing self-owned resources, cloud vendors, and government-backed computing clusters.
- 2022:
- MiniMax, founded by veterans of SenseTime, launches the Chinese AI platform Glow
- August 2022:
- Zhipu AI launches China's first self-developed pre-trained large language model
- Late 2022:
- OpenAI's ChatGPT sparks a global interest in generative AI; Zhipu AI, incubated by Tsinghua University, debuts China's first self-developed pre-trained large language model
- March 2023:
- Kai-Fu Lee founds 01.AI
- Late 2023:
- Moonshot initially leads the text generation sector with its AI chatbot Kimi Chat
- First half of 2024:
- The Six AI Tigers advance their model capabilities on par with GPT-4 and begin commercialization strategies
- May 2024:
- ByteDance releases its AI assistant Doubao, which rapidly becomes the fastest-growing mobile app in China
- June 2024:
- MiniMax's Talkie ranks fifth among the most-downloaded free entertainment apps in the U.S.
- July 2024:
- Baichuan AI secures 5 billion yuan in a Series A round at a 20 billion yuan valuation
- August 2024:
- Baichuan AI partners with Beijing Children's Hospital to launch a pediatric health model
- September 2024:
- Doubao reaches 42 million monthly active users, becoming China's largest AI app
- Second half of 2024:
- LLMs become the central focus of investment in China's primary market
- December 2024:
- DeepSeek unveils its new open-source LLM DeepSeek-v3; Zhipu AI raises 3 billion yuan in a new funding round
- Mid-December 2024:
- Doubao's daily token usage increases from 120 billion in May to 4 trillion
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