TRUST BUT VERIFY

(NBIS), (GOOG), (MSFT), (BDCC), (CRWV), (SHOP), (NET)

Did you know that before Nebius (NBIS) became the AI infrastructure darling trading at astronomical multiples, it was actually part of Yandex, Russia’s answer to Google (GOOG)? 

When geopolitical tensions made that relationship untenable, the company essentially reinvented itself as a European AI infrastructure play. Talk about making lemonade out of geopolitical lemons.

Now, watching Nebius rocket 340% in less than a year while trading at 27 times forward sales, I’m reminded of those moments when the market serves up something that’s simultaneously brilliant and terrifying. 

Revenue jumped 625% year-over-year to $105 million in Q2, with annualized run-rate climbing from $249 million in March to $430 million by June. Management projects hitting $900 million to $1.1 billion in annual recurring revenue by year-end.

And while I have always kept this company on my watchlist, the Microsoft (MSFT) deal fully caught my attention. 

We’re talking about a $17.4 billion contract over five years, potentially extending to $19.4 billion, anchored around 200 MW of contracted capacity in Vineland, New Jersey. 

This deal is the type of institutional validation that transforms a company from opportunistic GPU lessor to legitimate hyperscale partner.

The mathematics of AI infrastructure are unforgiving, but they’re also potentially lucrative if you can thread the needle. 

Nebius claims gross profit breakeven for GPU clusters occurs within two to three years, with newer Blackwell (BDCC) deployments potentially shortening that timeline. 

If accurate, this creates a self-reinforcing growth machine where established projects fund new expansion. The company plans to scale from 220 MW of power capacity at year-end to over 1 GW by 2026, spread across facilities in New Jersey, Finland, the UK, and Israel.

What strikes me about this setup is how different it feels from the typical AI infrastructure story. 

While competitors like CoreWeave (CRWV) have been battling execution challenges despite strong fundamentals, Nebius has taken the opposite trajectory. 

The Microsoft partnership provides a financing backbone that de-risks the massive capital expenditure requirements. We’re talking about $2 billion in planned CapEx for 2025 alone. Historically, this is the kind of number that would have investors questioning management’s sanity, but now carries the implicit backing of Microsoft’s credit quality.

The risk matrix here fascinates me. Customer concentration creates both opportunity and vulnerability: Microsoft’s partnership provides stability, but dependency on any single hyperscaler introduces renewal risk. 

Market cycles present another challenge. The bull case assumes sustained AI investment growth outpacing supply expansion, but innovation in model efficiency or shifting investment priorities among AI startups could dampen GPU consumption faster than most anticipate.

What makes this particularly compelling is the structural nature of demand. 

Unlike software plays where customer acquisition can plateau unexpectedly, AI infrastructure benefits from enterprises like Shopify (SHOP) and Cloudflare (NET) just beginning their adoption journeys. 

The addition of presold Blackwell deployments suggests customer commitment extends beyond current capacity, indicating demand visibility that most infrastructure companies would envy.

The path forward requires threading a needle between growth and sustainability. 

As Nebius approaches $1 billion in ARR, maintaining triple-digit growth rates becomes mathematically challenging. The transition from pure growth story to profitable infrastructure operator will determine whether current valuations prove prescient or punitive.

Now, let’s address the elephant in the room: valuation. 

Trading at 27.5 times forward sales versus a sector median of 3x is stratospheric. The premium reflects genuine scarcity value in publicly traded AI infrastructure plays, but it also assumes flawless execution over the next 18 months. 

Any meaningful delays in Vineland’s first-phase 100 MW deployment, Finland’s 75 MW expansion, or GPU supply chain disruptions could trigger significant volatility.

But here’s why I’m still interested. In an environment where genuine AI infrastructure exposure remains scarce among public companies, Nebius offers institutional-quality access to one of technology’s most capital-intensive growth stories. 

The combination of contracted revenues, hyperscale partnership validation, and expansion optionality creates compelling risk-adjusted returns for investors willing to navigate near-term execution uncertainties.

European expansion offers additional upside, particularly as regional AI policies favor locally-developed infrastructure capabilities. 

The transformation from an opportunistic GPU lessor to a future embedded participant in the world’s AI supply chain represents exactly the type of calculated risk that separates patient capital from momentum chasing.

The market rarely offers clean entry points into transformational infrastructure stories. Nebius represents a calculated bet on execution and timing, where the Microsoft partnership fundamentally altered the company’s risk profile. 

Whether management can deliver on aggressive expansion timelines while maintaining operational excellence will determine if investors capture multi-year returns or experience the painful reality of stretched valuations meeting delayed timelines.

Sometimes the best opportunities emerge from the most unlikely transformations. That company that started as Russia’s Google has reinvented itself as Europe’s AI infrastructure heavyweight, proving there’s wisdom in the old Russian saying: “Trust, but verify.” 

In Nebius’s case, Microsoft has done the verifying for us with a $17 billion vote of confidence. The rest is up to execution.