Nebius Group · one lens
Hamilton Helmer on Nebius Group
Nvidia holds equity in Nebius and CoreWeave and supplies chips to both — one supplier's allocation can't be a Cornered Resource for either.
7 Powers names two of its five Cornered Resource tests as the ones that separate a genuine Barrier from a coveted asset any well-connected player could get: idiosyncratic — the resource must produce differential returns, not value any competitor could access — and non-arbitraged — if preferential access was purchased at a price that captures the rents, there is no Power at all (7 Powers). Nebius’s bull case runs almost entirely through its Nvidia relationship: a $700 million placement in December 2024, a further $2 billion investment in March 2026, and a stated commitment to deploy more than 5 gigawatts of Nvidia systems by 2030. Read alone, that looks like exactly the preferential supplier access the framework rewards.
Read against the rest of the record, it looks thinner. Nvidia holds an equity stake in CoreWeave too, and supplies chips to both companies on broadly similar terms — an allocation extended to more than one neocloud at once, close to the textbook failure of idiosyncratic: the access isn’t unique to Nebius, it’s a supplier’s own portfolio choice, repeated. And an equity stake purchased by the same supplier whose chips are the asset in question sits closer to a transaction that prices in the relationship than to preferential terms the market hasn’t caught up to — the non-arbitraged problem 7 Powers uses to disqualify Brad Pitt’s box-office pull despite his being genuinely coveted (7 Powers).
What Nebius has built outside that relationship — Tavily and Eigen AI, two acquisitions aimed at owned technology rather than rented capacity — is too recent to score against any of the seven tests; the record shows capital deployed, not yet a demonstrated Barrier. On the question this page’s stance turns on — whether a second neocloud holds a Power of its own, or the case is entirely downstream of one supplier’s discretion — the record currently reads: discretion, shared with a direct competitor.
The seven Powers, one by one
| Power | Status | Why |
|---|---|---|
| Scale Economies | absent | not argued in the record |
| Network Economies | absent | not argued in the record |
| Counter Positioning | absent | not argued in the record |
| Switching Costs | absent | not argued in the record |
| Branding | absent | not argued in the record |
| Cornered Resource | contested | Nvidia's equity stakes and chip commitments look like preferential access, but Nvidia holds equity in CoreWeave too and supplies both on similar terms — the same allocation extended twice fails the idiosyncratic and non-arbitraged tests at once |
| Process Power | absent | not argued in the record |
An editorial application of Hamilton Helmer's published framework — not their actual view, affiliation, or advice.
Where this lens comes from
Hamilton Helmer's framework is set out at the lens page, drawn from 7 Powers. This page applies it to Nebius Group and nothing else — the company's full record is in the dossier.