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DeepSeek at $74bn: a tenfold revenue jump that still annualises to about $121m

The seven-month numbers behind DeepSeek's pre-IPO round pair the best gross margin anyone reports with one of the smallest revenue lines. A Shanghai filing would put both on the record.

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What happened

  • Net loss for those seven months was 715 million yuan, against 935 million yuan for the whole of 2025.
  • Gross margin was 44.6% across the company and 82.9% on the API access business.
  • The company is close to a round targeting 50 billion yuan before the end of August at a valuation of about 500 billion yuan, or $74 billion.
  • A Shanghai Star Market filing could come as soon as year-end for a 2027 debut, with banks reportedly picked; DeepSeek has not confirmed the plan.

Why it matters

  • What doesn't add up contradiction The same account says these figures beat an annualised estimate of $400m to $500m, but the seven-month number annualises to roughly a quarter to a third of that.
  • What it costs cost At about $74bn against a $121m annualised run rate, incoming investors are paying on the order of 610 times revenue, with the API margin as the only supporting evidence.
  • What it limits constraint Monthly losses are running at about 102 million yuan versus 78 million in 2025, so the improvement only reads as one because seven months is being compared with twelve.
  • Who has to decide decision A Star Market filing forces DeepSeek to account for the 38-point gap between its API margin and its blended margin, which means naming and sizing the business that is losing money.

The only line in these numbers that beats anybody is the API margin. DeepSeek reports 82.9% on API access against 44.6% blended [6][5], which means whatever sits outside the API drags the company down by more than 38 points [14], and nothing disclosed says what that is. The Information attributes the margin to models that need fewer chips to stay competitive [9], and the price list is consistent with that: V4 Pro charges $0.87 per million output tokens, roughly a seventh of what Grok 4.6 charges, according to Cryptopolitan's earlier reporting [23].

Cheap inference cuts both ways. Apply the blended 44.6% to 475 million yuan of revenue and gross profit for the seven months is about 212 million yuan; to reach a 715 million yuan net loss, roughly 927 million yuan of cost has to sit below that line [12]. There is no revenue line here big enough to absorb it. OpenAI's first quarter alone, $5.7 billion at a 39% gross margin [7], is about 81 times DeepSeek's seven-month total, and Anthropic's $11.5 billion second quarter about 163 times it [13]. DeepSeek is selling the better unit economics and the much smaller business.

That business is being asked to absorb a 50 billion yuan round for the second time this year. June's round put in 50 billion yuan, about $7 billion, at a valuation above $50 billion [20]. The same nominal ticket at roughly $74 billion buys about 9.5% of the company rather than about 14% [24], which is the part of the story a revenue multiple does not capture: the price moved much faster than the operating history. The expected buyers, per the reporting, include returning backers Monolith, Shixiang Capital and CATL, first-time investors CPE, Legend Capital and Stony Creek Capital, and funds tied to GigaDevice and Hefei state investment vehicles [22]. State-linked money on the register is one reason a valuation can reprice that quickly without a public market involved.

One intervening detail matters for a company said to be picking banks for a Star Market listing: the second round was paused by founder Liang Wenfeng over leaked meeting comments [20]. A Nasdaq-style board in Shanghai [21] replaces the problem of controlling what leaks with the obligation to publish on a schedule, in an audited form, with segment detail. That is the real test of the disruptor-to-listed-company move, and it has not been taken yet: DeepSeek has not publicly confirmed the IPO talks [21], and the $74 billion currently rests on $70.7 million of reported revenue [1] and an implied 2025 base of around 47.5 million yuan [15].

What to watch

  • Whether the 50 billion yuan round closes at the 500 billion yuan valuation, or is repriced once the seven-month numbers circulate.

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

Evidence45
Adoption30
Hype gap+45
Incentives50
Confidence45
Why these scores

Claim ledger

Ranked by verification strength, evidence, and original report placement.

  1. [1]

    DeepSeek reported revenue of 475 million yuan ($70.7 million) for the first seven months of 2026, figures first reported by The Information.

    Reported Supported Source: The Information, via CryptopolitanView cited source
  2. [2]

    The seven-month 2026 revenue figure is about ten times DeepSeek's full-year 2025 total.

    Reported SupportedView cited source
  3. [3]

    Net loss for the first seven months of 2026 was 715 million yuan, against 935 million yuan for all of 2025.

    Reported SupportedView cited source
  4. [4]

    DeepSeek is nearing a pre-IPO funding round at an estimated 500 billion yuan ($74 billion) valuation, targeting a 50 billion yuan raise before the end of August.

    Reported SupportedView cited source
  5. [5]

    DeepSeek's overall gross margin was 44.6%.

    Reported SupportedView cited source
  6. [6]

    DeepSeek's API access business gross margin was 82.9%, a level neither OpenAI nor Anthropic reports.

    Reported SupportedView cited source
  7. [7]

    OpenAI's first-quarter revenue was $5.7 billion at a 39% gross margin.

    Reported SupportedView cited source
  8. [8]

    Anthropic booked $11.5 billion in second-quarter revenue and expects a 2026 gross margin of 63%.

    Reported SupportedView cited source
  9. [9]

    The Information attributed DeepSeek's margins to models that require fewer chips to perform at competitive levels.

    Reported Supported Source: The InformationView cited source
  10. [10]

    DeepSeek is China's most valuable AI startup, based in Hangzhou, and shook global markets with its debut last January.

    Reported SupportedView cited source
  11. [11]

    The 2026 loss runs at about 102 million yuan a month against about 78 million a month in 2025, an annualised 1.23 billion yuan, roughly 31% above the 2025 full-year loss.

    Derived Supported
  12. [12]

    Gross profit for the seven months was about 212 million yuan, implying roughly 927 million yuan of cost below the gross line to produce the 715 million yuan net loss.

    Derived Supported
  13. [13]

    OpenAI's single first quarter is about 81 times DeepSeek's seven-month revenue, and Anthropic's second quarter about 163 times it.

    Derived Supported
  14. [14]

    The API gross margin sits 38.3 points above the blended company gross margin.

    Derived Supported
  15. [15]

    A tenfold increase on 2025 implies full-year 2025 revenue of roughly 47.5 million yuan.

    Derived Supported
  16. [16]

    The seven-month figure annualises to about $121 million.

    Derived Supported
  17. [17]

    A $74 billion valuation against a $121 million annualised run rate is about 610 times revenue.

    Derived Supported
  18. [18]

    Cryptopolitan states the latest numbers show DeepSeek outperforming The Information's annualized revenue estimate of $400 million to $500 million.

    Reported Contested Source: Cryptopolitan, citing The InformationView cited source
  19. [19]

    That annualised run rate is about 30% of the low end and about 24% of the high end of the $400m-$500m annualized estimate the same report says DeepSeek beat.

    Derived Contested
  20. [20]

    DeepSeek's first funding round brought in 50 billion yuan ($7 billion) at a valuation above $50 billion in June; the next round was paused by founder Liang Wenfeng over leaked meeting comments.

    Reported InsufficientView cited source
  21. [21]

    DeepSeek has begun preparing for a listing on Shanghai's Star Market, a Nasdaq-style board, could file as early as the end of this year, targets a 2027 debut, has reportedly picked investment banks, and has not publicly confirmed the IPO talks.

    Reported InsufficientView cited source
  22. [22]

    Monolith, Shixiang Capital and CATL are expected to return; CPE, Legend Capital and Stony Creek Capital are prospective first-time backers; funds tied to GigaDevice and Hefei state investment vehicles are also involved, per IndexBox.

    Reported Insufficient Source: reports cited by Cryptopolitan, including IndexBoxView cited source
  23. [23]

    SpaceXAI's Grok 4.6 costs nearly seven times as much as DeepSeek's V4 Pro model, which charges $0.87 per million output tokens, according to earlier Cryptopolitan reporting.

    Reported Insufficient Source: CryptopolitanView cited source
  24. [24]

    A $7 billion cheque bought about 14% of DeepSeek in June and buys about 9.5% at roughly $74 billion.

    Derived Insufficient

Sources

2 independent publishers whose own reporting we read for this story.

  1. cryptopolitan.com

    1 article · August 26, 2026

    DeepSeek reveals 10X revenue growth ahead of $74B valuation funding round
  2. pymnts.com

    2 articles · August 26, 2026

    DeepSeek Looks to Raise $7 Billion as Revenues Jump Tenfold

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