A 500 billion yuan pre-IPO target would price DeepSeek at 148 times reported revenue
DeepSeek's first CFO arrives with CITIC Securities engaged and a 2027 listing as the goal. The near-term cash is a 50 billion yuan private round, and the two published accounts of June's valuation differ by nearly seven times.
The Investor · Invest desk
What happened
- DeepSeek is appointing Yan Wentao, a partner at GL Ventures, as its first chief financial officer, a role no one has held at the company before.
- CITIC Securities has been engaged for pre-listing preparations, with DeepSeek aiming to start the STAR Market process in 2026 and to complete a listing in 2027.
- Crypto Briefing reports DeepSeek nearing $500 million in annual revenue, for a company known primarily for open-source model releases 18 months ago.
Why it matters
- What doesn't add up contradiction The two accounts put June's valuation at either 350 billion yuan or 52 billion RMB, so the same 500 billion target is either a near-tenfold repricing or a 43% uplift, and only one of those describes a company whose price is running away from its last round.
- What it limits constraint With the listing 18 months out at best, the chips, compute and salaries have to be funded privately in the meantime, so the IPO cannot be the source of the cost advantage anyone is pricing today.
- Who's exposed exposure Buyers in the open round would be paying about 148 times revenue for roughly a tenth of a company whose previous round settled below its own signed term sheets.
- What it sets up precedent The exchange has set the qualifying bar at deployment, so the next Chinese model builder can file without profits provided its model is in wide use.
Next story · Invest · Oct 5
DeepSeek's second round prices the lab at about 75 times its $1 billion revenue run rateConfirmed6 publishers
Cryptopolitan, citing Reuters, reports $7.4 billion invested in June against term sheets written at close to 450 billion yuan, with the final valuation settling at 350 billion yuan, or $52 billion [25]. Crypto Briefing reports the same June round raising roughly 50 billion RMB at a valuation near 52 billion RMB, with Tencent and JD.com among the backers [27]. Fifty-two billion RMB is roughly a seventh of 350 billion yuan [28]. The South China Morning Post's account of the listing preparations puts pre-IPO financing at around 500 billion yuan, or $74 billion [8]. On its own June figure Crypto Briefing calls that a nearly tenfold jump [9]; measured against 350 billion yuan it is 43% [21].
The 50 billion figure moves between the accounts too. Cryptopolitan has DeepSeek seeking 50 billion yuan in a round now open [13]. Crypto Briefing has 50 billion RMB as money June already brought in [27]. If the open round does raise 50 billion at a 500 billion valuation, the buyers get 10% of the company [22].
Then the price against the revenue. Crypto Briefing reports DeepSeek nearing $500 million in annual revenue [29]. At the $74 billion attached to the 500 billion yuan figure, that is 148 times revenue [31]. At June's $52 billion, 104 times [32].
There are two published measures of how much cheaper the Chinese models are, and they are not the same size. Juniper Research puts the cost of running Chinese models at up to 90% below some of the most popular US alternatives, which is one tenth [16][23]. The cached-input rates VentureBeat lists sit much further apart: $0.003 for DeepSeek-V4.1-Flash against $0.40 for GPT-5.6 Sol and $0.50 for Claude Opus 5, or 133 and 167 times [17][24]. Cached input is one rate on a bill that also charges for fresh input and output, so Juniper's 90% is the figure that describes a full workload.
Public money is not the near-term source of chips. Crypto Briefing has the process starting in 2026 and the listing itself targeted for 2027, about 18 months out [7][12]. Until then the compute and the hiring come out of the private round, and DeepSeek ran on cash from Liang Wenfeng's quantitative hedge fund High-Flyer from its founding in 2023 until it began taking outside money this year [10][11]. The Shanghai Stock Exchange published guidance in June on the fifth set of listing criteria for large-model companies, which asks an applicant to show at least a model already operating and widely used [14], and the exchange acknowledged that the field requires significant investment in computing power and specialist talent [15].
Yan was born in 1991 [2] and comes from GL Ventures, the venture arm of Hillhouse Investment, which is not itself a DeepSeek investor [4]; he has backed MiniMax, a DeepSeek rival [3]. His mandate is reported to cover investor relations and financial controls [5]. Crypto Briefing also reports DeepSeek pursuing founder control through non-voting shares acquired in earlier rounds [30].
In my view the pressure on American pricing already sits in the published rates, and the listing mostly changes who funds DeepSeek's losses. Two things would show that reading wrong. One is the follow-on round closing below 500 billion yuan, the way June closed below its own term sheets [25]. The other is performance: Stanford's 2026 AI Index put the best US models 2.7% ahead of the best Chinese model as of March 2026 [18], and RAND found the two countries' models converging in architecture and commercial positioning [19]. Widen that 2.7% and the $0.003 rate is buying a worse model.
What to watch
- Whether the follow-on round closes at 500 billion yuan or repeats June's slide from term sheet to final price.
- Whether DeepSeek actually files under the fifth set of STAR criteria in 2026, or lets the 2027 listing target slip.
- Whether the 2.7% gap in Stanford's next AI Index widens or closes.
Information, not investment advice. This story is general information about companies and markets, drawn from cited reporting. It is not a recommendation to buy, sell or hold any security; check the cited sources before acting.
Clarity's read
What the record supports and how the coverage leans. The claims behind it follow.
Reality
- Evidence42
- Adoption33
- Hype gap+38
- Incentives66
- Confidence48
Claim ledger
Ranked by verification strength, evidence, and original report placement.
- [1]
DeepSeek is appointing Yan Wentao, a partner at GL Ventures, as its first chief financial officer.
- [2]
Yan Wentao was born in 1991.
- [3]
Yan has made investments in AI companies such as MiniMax, a rival of DeepSeek.
- [4]
GL Ventures is the venture arm of Hillhouse Investment, and Hillhouse itself is not among the investors in DeepSeek.
- [5]
Yan's mandate at DeepSeek will reportedly include investor relations and financial controls.
- [6]
According to the South China Morning Post, DeepSeek has appointed underwriters including CITIC Securities and hopes to start the IPO process this year in order to list on the STAR Market in Shanghai.
- [7]
CITIC Securities was brought on to handle pre-listing preparations, and DeepSeek is targeting 2026 to start the listing process, with a 2027 listing as the goal.
- [8]
DeepSeek is securing financing before the IPO that is expected to value the company at around 500 billion yuan, or $74 billion.
- [9]
DeepSeek is reportedly eyeing a follow-on round that would value it at approximately 500 billion RMB, a nearly tenfold jump.
- [10]
DeepSeek was set up in 2023 and its founder used cash from his quantitative hedge fund High-Flyer to finance it until the company began seeking outside funds earlier this year.
- [11]
DeepSeek was founded by Liang Wenfeng, who also runs the quantitative hedge fund High-Flyer, and the company is based in Hangzhou.
- [12]
A 2027 target gives DeepSeek roughly 18 months to scale revenue, complete its follow-on funding round and build governance infrastructure.
- [13]
According to Reuters, DeepSeek hopes to raise 50 billion yuan in the current round.
- [14]
In June the Shanghai Stock Exchange published guidelines governing the fifth set of listing criteria applicable to "large-model companies", under which companies wishing to launch an IPO must show at least a model already operating and widely used.
- [15]
The Shanghai Stock Exchange acknowledged that the field requires significant investments in computing power and specialist talent.
- [16]
Research by Juniper Research found Chinese AI models can be run at a cost up to 90% lower than some of the most popular alternatives in the US.
- [17]
According to VentureBeat, DeepSeek-V4.1-Flash has a cached-input rate of $0.003, while GPT-5.6 Sol is $0.40 and Claude Opus 5 is $0.50.
- [18]
The 2026 AI Index published by Stanford suggests top-performing AI models in the USA were only 2.7% ahead of the top Chinese model as of March 2026.
- [19]
RAND research indicated US and Chinese AI models are becoming increasingly similar in architecture, commercial positioning and approach to developing foundation models.
- [20]
DeepSeek's R1 model in January 2025 showed performance competitive with much more expensive Western alternatives and briefly wiped hundreds of billions of dollars off US tech stocks.
- [21]
A 500 billion yuan valuation is a 43% uplift on the 350 billion yuan final June figure.
- [22]
A 50 billion yuan raise at a 500 billion yuan valuation is 10% of the company.
- [23]
A cost 90% lower is one tenth of the comparison cost.
- [24]
The cached-input rates cited are 133 times and 167 times apart.
- [25]
DeepSeek had an investment of $7.4 billion in June, estimated at nearly 450 billion yuan after term sheets were signed, but final valuations indicated 350 billion yuan, or $52 billion.
- [26]
Major Chinese entities including Tencent and CATL, plus a number of other private investors, invested in DeepSeek.
- [27]
DeepSeek completed a funding round in June 2026, raising approximately 50 billion RMB, roughly $7 billion, at a valuation near 52 billion RMB, with strategic backers including Tencent and JD.com.
- [28]
52 billion RMB is roughly one seventh of 350 billion yuan.
- [29]
DeepSeek is reportedly nearing $500 million in annual revenue, for a company known primarily for open-source model releases 18 months ago.
- [30]
DeepSeek is pursuing founder control through non-voting shares acquired in prior funding rounds.
- [31]
A $74 billion valuation against $500 million of annual revenue is 148 times revenue.
- [32]
The $52 billion final June valuation against $500 million of annual revenue is 104 times revenue.
Sources
2 independent publishers whose own reporting we read for this story.
- cryptobriefing.comDeepSeek hires dealmaker as CFO ahead of possible IPO on Shanghai’s STAR Market
1 article · September 14, 2026
- cryptopolitan.comDeepSeek names first CFO ahead of IPO, sharpening its low-cost AI push
1 article · September 14, 2026
Topics and entities
Topics
- STAR Market Listings
- Chinese AI labs
- Pre-IPO governance
- LLM API pricing
- Pre-IPO funding rounds