DeepSeek is reported nearing a close, before the end of August, on a funding round that would value the Hangzhou lab at roughly 500 billion yuan -- about $74 billion -- as it prepares for a possible Shanghai IPO. CNBC's August 28 report frames the raise as part of founder Liang Wenfeng's broader turn from running a quantitative hedge fund, High-Flyer, toward steering an AI company through China's own volatile market for tech listings.
The path here wasn't smooth. DeepSeek raised roughly $7 billion in June 2026 at a pre-money valuation near $50 billion -- its first outside round of that scale. A second round, seeking still more, went into free fall on July 25 when Liang told backers to hold off: a transcript of his private remarks to investors had gone viral on Chinese social media, and the company wanted the noise to die down before continuing to raise. Bloomberg reported the round resumed August 6, with existing backer Monolith Management in talks to lead a syndicate that already includes Shixiang Capital and battery giant CATL, plus newer entrants CPE, Legend Capital and semiconductor-focused Stony Creek Capital.
What actually went viral is itself only paraphrased in the coverage available: no outlet in this reporting round published Liang's remarks verbatim. As reported, he told investors China's AI industry still trails the US mainly on funding and computing infrastructure, not talent -- and acknowledged DeepSeek itself remains reliant on Nvidia hardware, unable to train its largest models at a scale comparable to the leading US labs. Those are strikingly candid admissions to make to a roomful of people being asked to fund a $74 billion valuation, and the timing -- weeks before the round needed to close -- is presumably why Liang wanted the story to stop circulating rather than why he said it.
What has to be true for a $74 billion valuation to look ordinary?
That multiple isn't inherently damning -- frontier AI labs across the board trade on future capability and market position, not trailing revenue, and DeepSeek's 82.9% API gross margin and roughly 26,000 enterprise accounts (per figures reported this year) are real, fast-growing numbers. But it does mean the $74 billion figure is a bet on where DeepSeek's revenue and capability are headed, not a reflection of where they are now -- precisely the kind of gap a reader should be able to see rather than infer from a headline valuation alone.
- See their stake reprice sharply higher on paper if the new round closes near $74B, less than three months later.
- Are buying in at close to 50% above the June price on a company whose leaked internal admission is that it still trails the US on funding and compute.
- A higher valuation ahead of a targeted Shanghai Star Market listing -- if the round closes at the reported terms and the leak doesn't reprice investor appetite.
- Cuts both ways: a $74B valuation reads as confidence in Chinese AI, while Liang's own leaked words are a rare on-record admission of exactly where the gap remains.
DeepSeek is reportedly eyeing a filing as early as the end of 2026, with a public debut on Shanghai's Star Market targeted for 2027. Whether this round closes at the reported $74 billion, and at the reported size, is still, as of this writing, a matter of "people familiar with the matter" rather than a confirmed number from DeepSeek itself -- the company has not commented publicly on either the valuation or the raise amount in any of the reporting reviewed here.
- DeepSeek's second funding round is reported nearing a close before end of August at roughly $74 billion.
- The round was paused in July after founder Liang Wenfeng's leaked investor remarks went viral in China.
- Leaked comments reportedly said China still trails the US on funding and compute, not talent.
- DeepSeek's actual revenue was $70.7 million for January through July 2026, per The Information.
- Caveat: outlets disagree on how much new money the round actually raises -- $8B and roughly $1.4B both reported.