Is Nebius the AI Infrastructure Play Everyone’s Missing?

On March 4, 2026, the Independence City Council in Missouri officially approved a Chapter 100 industrial development incentive plan for Nebius’ planned AI campus. Dubbed “Project Independence,” this will be the company’s largest AI factory in the U.S. to date, featuring a massive 1.2-gigawatt capacity.

Why does this matter?

Scale. A 1.2-gigawatt facility isn’t just another data center—it’s a statement of intent. For context, that’s enough power to run a small city. Nebius is betting big that demand for AI infrastructure will continue accelerating, and Missouri just gave them the green light, along with tax incentives to make it happen.

So is Nebius stock a buy?

Yes. This approval removes a major uncertainty and validates Nebius’ strategy of building large-scale AI infrastructure in the U.S. market. The company is positioning itself at the intersection of two powerful trends: exploding AI compute demand and the need for domestic AI infrastructure capacity.

That being said, if you seek an upside with less volatility than holding an individual stock like NBIS, consider the High Quality Portfolio. It has comfortably outperformed its benchmark—a combination of the S&P 500, Russell, and S&P MidCap indexes—and has achieved returns exceeding 105% since its inception. Why is that? As a group, HQ Portfolio stocks provided better returns with less risk versus the benchmark index; less of a roller-coaster ride, as evident in HQ Portfolio performance metrics.

Image by Pete Linforth from Pixabay

How fast is Nebius actually growing?

Explosively. Revenue growth of 126% annually over the past three years is remarkable. More impressively, revenue surged 461.5% from $65 million to $363 million over the last twelve months. The most recent quarter showed 355.1% year-over-year growth to $146 million. These aren’t incremental gains—this is hypergrowth.

Wait—those revenue numbers seem small for all this hype.

They are, and that’s precisely the point. Nebius is in the early stages of scaling what could become a multi-billion-dollar business. The Missouri campus approval signals the next phase of growth. When you’re expanding revenue 5x year-over-year from a small base, the absolute numbers lag the percentage growth. But the trajectory is what matters.

What about profitability? The numbers look confusing.

They are confusing, and here’s why. Nebius posted an operating loss of $539 million—an operating margin of -148.4%—yet reported net income of $218 million with a 60% net margin. How is that possible? The operating loss is mostly non-cash depreciation from massive capex. On an adjusted EBITDA basis, their AI segment just turned positive in late 2025. They’re profitable where it counts—once you strip out the accounting noise from building data centers at warp speed.

Should that profitability picture concern investors?

For a hypergrowth infrastructure play, operating losses are expected. Building 1.2-gigawatt facilities requires massive upfront capital. The question isn’t whether Nebius is profitable today—it’s whether the unit economics work once facilities scale. The revenue growth suggests strong demand, which is the critical piece.

How expensive is the stock?

Very, on current metrics. At a P/S ratio of 63.7 versus 3.3 for the S&P 500 and a P/E of 106.2 versus 24.8, you’re paying a significant premium.

But doesn’t that make it a risky buy? Here’s where forward-looking analysis matters. The market is pricing in massive growth, and if Nebius delivers, those multiples compress dramatically. Analysts are projecting revenue to scale rapidly as new facilities come online. Looking out 2-3 years, the valuation could normalize quickly if execution continues.

In fact, analyst price targets average $155—implying 55% upside from the current price of $97. That’s the market saying: “Yes, it’s expensive now, but the growth justifies it.”

What makes this different from other AI infrastructure plays?

Timing and capacity. While competitors are still planning or building incrementally, Nebius is going all-in with what will be its largest U.S. facility. The 1.2-gigawatt capacity signals they’re not chasing today’s demand—they’re building for where the market is headed. Hyperscalers and AI companies need massive, reliable compute capacity, and Nebius is delivering it.

How does this position Nebius competitively?

It’s a first-mover advantage in a market that’s still forming. While Nvidia dominates AI chips and Broadcom provides networking silicon, someone needs to provide the actual infrastructure where AI training and inference happen at scale. Nebius is staking out that territory before it gets crowded.

What about the broader AI infrastructure opportunity?

It’s enormous and still early. AI model training is becoming more compute-intensive, not less. Inference workloads are exploding as AI applications go mainstream. Companies need reliable partners who can deliver capacity at scale—exactly what Project Independence represents.

Are there concerns investors should watch?

Execution is always the question with infrastructure buildouts. Can Nebius deliver the facility on time and on budget? Will customer demand materialize as expected? Can they expand margins as they scale? And critically, can they manage cash burn while building out massive facilities? These are valid questions, but the Missouri approval and the explosive revenue growth suggest the company is executing methodically.

What’s the investment case?

Simple: Nebius is building critical infrastructure for the AI economy at a time when capacity is constrained, and demand is surging. The Missouri approval validates the strategy, reduces regulatory risk, and positions the company to capture a meaningful share of AI infrastructure spending. Yes, the valuation is rich, but the 126% annual growth rate and 55% analyst upside suggest the market sees the multiple compressing as revenue scales. See, this isn’t a value play—it’s a bet on explosive growth in a market that’s just getting started. For investors willing to stomach the volatility, Nebius offers compelling upside.

The best investors think in portfolios

Individual stocks can soar or tank, but one thing matters: staying invested. The right portfolio can help you stay invested, capture upside, and mitigate the downside associated with any individual stock. Why settle for average market returns? The Trefis High Quality (HQ) Portfolio invests in a diverse group of 30 stocks that have collectively delivered stronger upside with reduced volatility compared to the broader indices. Discover the methodology behind these smoother, higher returns by checking the HQ Portfolio performance data.

Invest with Trefis Market-Beating Portfolios
See all Trefis Price Estimates