Separate closed rounds from headlines before you update a board deck

DeepSeek spent years saying it would not raise, list, or commercialize. The narrative flip is sharp. Before treating "$70B" as a settled fact, keep five frictions in view:

  • Round 2 is still unsigned: Amount, valuation, and timeline come from anonymous dealmakers and Caijing-style coverage. Terms can still move.
  • Pre-money vs post-money mix-ups: Round 1 is usually quoted as post-money above 350B yuan; Round 2 as pre-money ~500B yuan. The ~43% step-up compares those two bases — not a single mark-to-market snapshot.
  • ARR and margin are unaudited: Reported ARR of $400–500M and gross margin above 50% are media-sourced, not formal company disclosures.
  • Most investors do not get a vote: In Round 1, most outside capital entered through a Liang-controlled LP — no voting rights, five-year lock-up. The National AI Industry Investment Fund was the exception.
  • Product cadence is a parallel track: Fundraising sits beside V4 Flash GA and compute buildout. Do not collapse API price wars and private-market multiples into one conclusion.

Timeline: from "no fundraising" to a $70B valuation in four months

  • April 2026: A corporate filing shows registered capital increased and founder Liang Wenfeng personally subscribed, raising his direct stake from 1% to 34%. Combined with an entity he controls, total control reached roughly 84.29% — the ownership structure that later shaped how outside capital entered. The same month DeepSeek opened its first external round and previewed V4.
  • June 2026: Round 1 closed at roughly 50 billion yuan (~$7.4 billion), post-money above 350 billion yuan (reported $52–59B across sources) — the largest first-round raise in Chinese AI history. Liang personally contributed 20 billion yuan; Tencent put in 10 billion yuan, CATL 5 billion yuan, with JD.com, NetEase, IDG Capital and China's National AI Industry Investment Fund also participating.
  • July 14–17, 2026: Outlets reported STAR Market IPO prep and second-round talks at a pre-money valuation of roughly $71 billion (~480 billion yuan) — about 37% above Round 1 post-money. ARR of $400–500 million, mostly from API tokens, became public for the first time.
  • July 25–26, 2026: Talks paused. Bloomberg and others cited Liang's frustration that closed-door investor remarks had circulated online; some standby investors were told to hold off on signing.
  • August 4–5, 2026: Dealmakers cited by Caijing said the round restarted, still targeting 50 billion yuan at ~500 billion yuan (~$70 billion) pre-money, with signing expected in late August. Both sides reportedly want to keep the round low-profile.

Caveat: every Round 2 figure above — amount, valuation, timeline — comes from anonymous dealmakers cited by Chinese financial media, not from an official DeepSeek statement.

The numbers at a glance: Round 1 closed vs Round 2 in talks

Round 1 (closed) Round 2 (in talks)
Talks openedApril 2026Restarted mid-July, paused, restarted again Aug 4–5
Expected/actual closeJune 2026Late August 2026 (planned)
Amount raised~50B yuan (~$7.4B)Target ~50B yuan (~$7B)
Valuation basisPost-money >350B yuanPre-money ~500B yuan (~$70B)
Valuation increase~+43% vs. Round 1
Key backersNational AI Industry Investment Fund, Tencent (10B yuan), CATL (5B yuan), JD.com, NetEase, IDG Capital, Loyal Valley Capital, Shixiang CapitalRound-1 runner-up investors + some existing backers increasing stakes
Combined total if Round 2 closesOver 100B yuan (~$14B) in under 5 months
Metric Value Note
Annualized revenue (ARR)~$400–500 millionMostly API tokens; media-sourced, not official disclosure
Gross marginReportedly >50%Unverified by independent audit
Implied P/S ratio~140–150xVs. OpenAI ~65x and Anthropic ~21x, per dealmaker estimates
Monthly active users100M+ (externally reported)Methodology undisclosed

Inside the deal: compute bills, voting rights, and a 148x P/S multiple

The real bill is compute, not headlines. Shortly after Round 1, DeepSeek said it would double headcount across data-center and AI-agent teams, and Reuters reported it was hiring chip-design engineers for in-house AI inference chips. Analysts estimate that for every 10 billion yuan raised, roughly 7 billion yuan goes into compute — chips, data centers, bandwidth, liquid cooling. The cadence is a race to keep pace with buildout, not a valuation brag contest.

Most investors don't get a vote. Round 1 capital largely flowed through a limited partnership controlled by Liang Wenfeng: no voting rights, five-year lock-up. The exception: China's National AI Industry Investment Fund invested directly with voting rights and no lock-up. Liang's control stays near 84%. Outlets like Forbes have flagged governance and state-alignment questions around that cap table.

A 148x P/S is either a future bet or a red flag. At ~$70B pre-money against $400–500M ARR, implied P/S sits around 140–150x — well above OpenAI's ~65x and Anthropic's ~21x. One dealmaker's line, as translated in Chinese coverage: pricing a foundation-model company is an options bet, not a cash-flow valuation. Investors are pricing the chance DeepSeek becomes infrastructure-level in China's compute stack and enterprise agent market.

How DeepSeek stacks up against Moonshot, Zhipu, and MiniMax

Company Listing status Latest valuation / market cap Reported ARR Recent funding pace
DeepSeekPrivate, preparing STAR Market IPO~500B yuan pre-money (~$70B, in talks)~$400–500M2 rounds in 4 months, targeting >$14B combined
Moonshot AI (Kimi)Private~$20B (May 2026); later talks reportedly seeking $30B~$200M4 rounds in 6 months, ~$3.9B total
Zhipu AI (Z.ai)Listed (Hong Kong)~350B yuan market cap (May 2026)Undisclosed~8.3B yuan raised pre-IPO
MiniMaxListed (Hong Kong)~210B yuan market cap (May 2026)Undisclosed~11B yuan raised pre-IPO

DeepSeek and Moonshot — still private — both carry P/S multiples around 140–150x, above what listed Zhipu and MiniMax trade at in the secondary market. Private-market investors are paying a steeper premium for labs that have not yet faced public-market scrutiny.

The controversy: a leaked transcript, voting rights, and bubble warnings

  1. A leaked closed-door transcript stalled the deal. The July pause was reportedly triggered by Liang's frustration that first-round investor-meeting remarks spread online — a reminder that a growing investor base makes a low profile harder to keep.
  2. Voting-rights structure draws outside scrutiny. Most external investors have no vote and a five-year lock-up; only the state-backed National AI Industry Investment Fund gets direct voting rights with no lock-up. DeepSeek has not publicly settled the governance questions this raises.
  3. The valuation-to-revenue gap remains unresolved. A 140–150x P/S is extreme even for high-growth SaaS (often 30–50x). Whether the mark holds depends on converting technical lead into scaled enterprise revenue after a STAR Market listing — still untested by public markets.

Deal size, valuation, and ownership details above come from anonymous-sourced reporting (Caijing, Reuters, Bloomberg, Forbes, among others). Treat specific Round 2 numbers as reported-but-unconfirmed until a formal announcement.

Why it matters: STAR Market rules, compute self-reliance, and the global AI funding race

  • Listing rules just shifted for unprofitable AI companies. On June 17, 2026, the Shanghai Stock Exchange expanded the STAR Market's "fifth listing standard" to cover AI — companies need not be profitable or even have significant revenue to file if technology is strong enough. That backdrop makes a late-2026 IPO filing (2027 listing target) plausible.
  • A five-year "no fundraising, no IPO, no commercialization" policy ended. DeepSeek was funded by Liang's quant fund High-Flyer until Round 1 in June 2026. Rivals Zhipu and MiniMax are already listed in Hong Kong; Moonshot keeps raising at speed.
  • Global re-pricing of frontier labs continues. OpenAI was reportedly valued at $300B in 2025; Anthropic's mark reportedly surpassed OpenAI's by June 2026. Paying a steep premium for a globally competitive Chinese lab is partly a bet on technical pace plus market scale.
  • Compute self-reliance is the subtext. Reports of in-house AI inference chips and owned data centers mirror a broader push to pair frontier models with domestic compute — which also explains why modest reported revenue still requires frequent, large raises.

Six steps to stress-test the funding story before you act on it

Headlines about "$70B" and "$14B combined" are easy to forward. Use these six steps to turn the story into something you can cite — or discard.

  1. Tag each figure's status: Closed / in talks / rumor. Round 1's ~50B yuan is closed. Round 2's amount and ~500B yuan pre-money are media-cited talks.
  2. Normalize valuation basis: Fix pre-money or post-money, and currency (yuan vs USD). Keep "about $100B → about $70B pre-money path" separate from "350B post → 500B pre" yuan accounting.
  3. Recompute P/S yourself: ~500B yuan pre-money ÷ (ARR $400–500M converted to yuan) should land near 140–150x. Compare to OpenAI ~65x and Anthropic ~21x instead of stopping at "expensive."
  4. Map the cap table: LP indirect stakes (no vote, five-year lock) vs National Fund direct stake. Check whether "founder control" and "governance transparency" can both be true in the same deck.
  5. Align product and capital calendars: Place funding nodes next to V4 Flash GA, OpenRouter usage share, and chip/data-center reporting. Ask whether the cash is buying compute or narrative.
  6. Run API/agent A/B on a wipeable Mac: Capital news does not change SLAs. If production depends on DeepSeek or a peer switch, blind-score 20–50 real tasks on a root-capable, wipeable Mac — not a shared CI image full of stale SDKs.
funding_ps_sanity.py
pre_money_cny = 500_000_000_000
arr_usd_low, arr_usd_high = 400_000_000, 500_000_000
usd_cny = 7.1
for arr_usd in (arr_usd_low, arr_usd_high):
    arr_cny = arr_usd * usd_cny
    print(f"ARR ${arr_usd/1e8:.1f}B → P/S ≈ {pre_money_cny / arr_cny:.0f}x")

Citable figures and sources

  • Round 1: ~50B yuan raised; post-money above 350B yuan; backers include the National AI Industry Investment Fund, Tencent (10B yuan), CATL (5B yuan), and others listed above.
  • Round 2 (media-reported, unconfirmed): Target ~50B yuan at ~500B yuan (~$70B) pre-money; late-August 2026 signing planned; combined total would exceed 100B yuan (~$14B) if it closes.
  • ARR / P/S: ARR ~$400–500M (media); implied Round 2 P/S ~140–150x.
  • Control: Liang's direct stake rose to ~34%; combined control ~84.29%; most outside investors entered via LP with no vote and a five-year lock-up.
  • STAR Market: Fifth listing standard expanded to AI on June 17, 2026; reports cite a filing target by end-2026 and a 2027 listing goal.

Funding and product status can change quickly — treat official filings and company statements as authoritative. Figures in this article are current as of August 6, 2026.

Chinese financial coverage (relay and original reporting leads):

Sina Finance / Caijing — DeepSeek restarts fundraising at ~500B yuan pre-money

Sina Finance — DeepSeek second round: 500B yuan pre-money, 50B yuan target raise

English and third-party coverage:

Forbes — DeepSeek Just Raised $7.4 Billion. Here's The Catch.

Gate News — DeepSeek Reopens Second Funding Round

FAQ

Has DeepSeek's second funding round actually closed?

Not yet. As of this writing, the round is still in negotiation, targeting a close by late August 2026. The final amount and terms could differ from what's currently being reported.

Why is DeepSeek raising money again so soon after its first round?

The company is funding a rapid buildout of data centers, in-house AI chips, and headcount across agent and infrastructure teams — capital expenditure that, according to multiple reports, outpaced what the first raise covered.

Is the $70 billion valuation confirmed?

No. It comes from dealmakers cited anonymously by Chinese financial media (primarily Caijing), not from an official DeepSeek statement, and it could change before any agreement is signed.

Does this valuation mean investors get more control?

Not necessarily — and that is part of the controversy. In Round 1, most outside investors received no voting rights and a five-year lock-up, while only China's National AI Industry Investment Fund got direct voting rights. Governance and state-influence questions remain unresolved.

When might DeepSeek go public, and can international investors buy in?

DeepSeek is reportedly preparing to file for a STAR Market listing in Shanghai by the end of 2026, targeting a 2027 debut. The STAR Market is a mainland China exchange, so retail access for international investors would likely be indirect (for example through connect programs) rather than participation in this private round, which is currently limited to institutional backers.

The Round 2 numbers are striking, but "in talks, not signed," mismatched voting rights, a 140–150x P/S, and unaudited ARR are real frictions. Capital narrative does not fix API jitter, long-horizon agent reproducibility, or peer model switches in production — those need a wipeable, root-capable Apple Silicon box. KVMFLUX Mac mini M4 rentals start by the day with real hardware and minute-level SSH, so you can finish DeepSeek / Kimi / Qwen sample suites before you chase the fundraising headline.

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