Manycore shares surge 140% in Hong Kong IPO as Chinese AI firm bets on spatial intelligence

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Manycore Tech raised $160 million in an oversubscribed Hong Kong IPO, with shares rallying 140% on debut. The Hangzhou-based Chinese AI firm is pivoting from its real estate software roots to spatial intelligence, targeting robotics and world models. Co-founder Victor Huang, a former Nvidia engineer, believes robotics will define the era as the company leverages 500 million 3D assets to train AI for the physical world.

Manycore Delivers Strong Hong Kong IPO Performance

Manycore Tech Inc. made a striking market debut on Friday, with shares surging as much as 171% before settling around 140% higher at HK$18.40 by midday trading

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. The Chinese AI firm raised HK$1.22 billion ($160 million) gross in its Hong Kong IPO after pricing shares at HK$7.62 and offering approximately 160.6 million shares

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. The offering was oversubscribed 1,591 times, demonstrating exceptional investor interest in the Hangzhou-based startup

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. Manycore now trades under ticker 0068 on the Hong Kong Stock Exchange, joining a string of major Chinese AI IPOs this year that have delivered impressive returns.

Source: Fortune

Source: Fortune

From Nvidia to Spatial Intelligence Leadership

Co-founder Huang Xiaohuang, who goes by Victor, developed Manycore's core technology after working on Nvidia's CUDA team

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. The 41-year-old entrepreneur returned to China in 2011 when the real estate market was booming, launching the Kujiale home renovation assistant in 2013

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. "The economy in the U.S. wasn't doing well at the time, but in China, real estate was booming," Huang recalled

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. Now, he's betting on a different boom. "Robotics will define this era -- the sector is poised to be the next real estate," Huang said from his Hangzhou office

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. The company has pivoted toward spatial intelligence, moving beyond language-based large language models to create AI models that can autonomously work in the physical world.

Source: Bloomberg

Source: Bloomberg

Leveraging 3D Spatial Data for World Models

Manycore has accumulated nearly 500 million 3D assets from the real world through its design platforms Kujiale and Coohom

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. This vast repository of 3D spatial data forms the foundation for training world models that understand physical environments. "I don't believe that if you have enough video, you can train the rules of the physical world," Huang argued, differentiating Manycore's approach from video-based training methods

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. The company launched an in-house research lab, recruiting 60 algorithm and data scientists to develop its proprietary AI models

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. The resulting models—SpatialLM and SpatialGen—now power generative 3D features for rendering and interior design applications

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. Huang described spatial intelligence as similar to innate human ability: "When you enter a room, you can understand where you are and what's in front of you"

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Pivoting Revenue Model Toward Robotics and Compute Usage

Manycore generated 820 million yuan ($120 million) in revenue last year, growing 8.6% from the previous year, with gross margin expanding to 82%

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. The company earned a slim operating profit of 18.6 million yuan ($2.7 million) but posted an overall net loss of 428 million yuan ($62.8 million) as it continues investing heavily in product development and sales and marketing

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. Huang is now selling data to train robots for clients including Agibot and targeting e-commerce sellers and China's booming short-form drama sector

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. He wants Manycore to earn half its revenue from additional compute usage, an ambitious rise from its current level of 10%, with the rest coming from software subscriptions

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First of Hangzhou's Six Little Dragons to List

Manycore is the first among Hangzhou's "Six Little Dragons" to reach public markets, a premier startup cohort that includes AI powerhouse DeepSeek, humanoid robot maker Unitree, and Black Myth: Wukong developer Game Science

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. Unitree plans to list on Shanghai's stock exchange later this year

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. Early backers including IDG Capital and Granite Asia, formerly the Asia operations of GGV Capital, supported the company based on its underlying technology and long-term upside

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. "For Manycore, it's not just about their model, but also the data set they have built. That dataset is unique to them," said Jixun Foo, senior managing partner at Granite Asia

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. The company has released several open-source models to boost adoption, though monetizing generative AI work remains challenging for Chinese companies navigating between open-source strategies and proprietary approaches.

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