Invest1 distinct publisher2 min readUpdated
A reported check into a company that rents its compute instead of buying GPUs pushes the circular financing question one step further from anything a filing will show.
The Investor · Invest desk

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Price per dollar of revenue is falling at Perplexity, not rising. The $20 billion mark it took last September, set against the sub-$250 million annualized revenue it was running at the start of the year, implies something above 80 times [2][4][3]. The $30 billion-plus now under discussion, against a run rate above $750 million, is roughly 40 times [1][4][1]. The two pairs are not measured on the same day, so read the halving as directional. It is still the one number in this story that argues for restraint rather than against it.
The restraint stops at the plumbing. Nvidia's stakes in CoreWeave and Nebius are at least traceable: those companies buy GPUs, so cash going in one door can be set against orders coming out the other [8]. Perplexity buys no chips. It committed $750 million to run workloads on Microsoft Azure earlier this year, said through a spokesperson that AWS would remain its preferred cloud provider, and struck the Azure deal while fighting Amazon in court over shopping features in its AI tools [11][12][13]. A dollar Nvidia invests in Perplexity reaches Nvidia's revenue line only after a hyperscaler decides to spend it on hardware. Worth noting separately: that Azure commitment on its own is roughly equal to Perplexity's entire current annualized revenue [2].
Jensen Huang has defended Nvidia's financing program on the merits of the asset, calling chips "productive, they're long-lived, they're fungible, they're flexible" [9]. The company also guarantees up to 25% of its chips' residual value if resale falls short [10]. Both can be true at once, but the guarantee is the more informative of the two, because it is a price set by the party with the best view of the resale market.
The Bank for International Settlements put circular financing among the three greatest risks to global financial stability in its 2026 annual report [6], and the Bank of England has said the speed of AI investment has no precedent in history, according to Cryptopolitan's earlier reporting [7]. Neither institution named this deal; both described its shape. And for now it is one report: The Information sourced the talks to people familiar with them, Nvidia and Perplexity declined to comment or did not respond, and Nvidia's 2.16% slip to $210.09 in Monday afternoon trading says nothing either way [1][5][14]. Aravind Srinivas has said Perplexity intends to list in 2028 regardless of how OpenAI and Anthropic fare [15]. That is three more years in which the company's price is set privately, potentially by an investor that books revenue from the spending the price is meant to justify.
Ranked by verification strength, evidence, and original report placement.
The Bank of England has warned that the speed of AI investment is unprecedented in history, as Cryptopolitan has previously reported.
Nvidia has invested in companies that are also its customers or suppliers, including cloud providers CoreWeave and Nebius and AI data firm Mercor, which is reported to be in talks with Nvidia at a valuation of $20 billion.
Perplexity was valued at $20 billion in a round last September.
Perplexity's annualized revenue has grown to over $750 million from less than $250 million at the beginning of the year, roughly tripling in about eight months.
Both Nvidia and Perplexity declined to comment or did not respond to requests for comment.
In its 2026 Annual Report, the Bank for International Settlements listed circular financing as one of the three greatest risks to global financial stability.
Evidence-backed comparisons of source perspectives and observed adoption signals. Read the methodology
Which Builder, Operator, and Investor concerns the observed source mix emphasized—not a truth score.
Evidence, demonstrated adoption, hype gap, incentives, and confidence are assessed independently, each on its own current evidence. How these are measured.
Thin: one outlet relaying an anonymously sourced report, unconfirmed by either party
The central assertion — Nvidia investing at a >$30 billion valuation — rests on a single cluster source relaying The Information's account, attributed to unnamed people familiar with the talks, with both Nvidia and Perplexity declining to comment. Surrounding facts (prior valuation, revenue trajectory, Azure commitment, residual-value guarantee, share move) are stated concretely but come from the same lone publisher, with the Bank of England warning sourced to that publisher's own prior coverage rather than a primary document.
Real commercial traction around an unconfirmed financing event
Adoption signals attach to the business, not to the reported round: annualized revenue above $750 million from under $250 million at the start of the year, a $750 million Azure workload commitment, a shipped Perplexity Computer agent credited with part of the growth, and Nvidia's pre-existing investments in customers CoreWeave, Nebius and Mercor. All figures are reported rather than audited, none are broken out by product or region, and no user, seat or capacity counts are supplied — so the traction is credible in direction but coarse in resolution.
Overstated: headline valuation and 'circular financing problem' outrun what is confirmed
The framing presents an unconfirmed talk as a valuation fact and folds it into a systemic-risk narrative via BIS and Bank of England warnings, while the specific loop is weaker than in the cited comparables: Perplexity rents compute rather than buying GPUs, so any Nvidia dollars reach Nvidia only indirectly through cloud providers — a step the item does not trace. Countervailing detail is omitted rather than contradicted: no multiple is computed, and the implied revenue multiple is arithmetically lower than at the September round, which understates the growth case even as the risk case is overstated.
Strong interested-party incentives on all sides, disclosed only in part
The reported structure is one where the chip supplier funds a buyer of compute, which the source itself notes can make demand look stronger than it is; Nvidia's residual-value guarantee and Huang's 'long-lived, fungible' framing are advocacy for that program. Perplexity benefits from a leaked up-round valuation ahead of a stated 2028 IPO, and the anonymous sourcing means the leak's beneficiary is unidentifiable. On the publishing side, the item carries a newsletter promotion and an investment disclaimer and repeatedly cites its own prior coverage as substantiation.
Low: single-publisher cluster, unconfirmed central fact, verifiable periphery
Confidence is capped by a one-source cluster whose lead fact is an unconfirmed second-hand report. The peripheral facts — prior valuation, revenue trajectory, Azure commitment, residual-value guarantee, share price, IPO target — are specific and internally consistent, which lifts the floor, but nothing in the supplied material independently tests the talks, the round's terms, or whether it closes.
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1 article · August 24, 2026