Nvidia (NVDA) announced on August 9, 2026, that it will invest up to $3 billion in power infrastructure developer Lancium, with a focus on the Stargate data center initiative. The initial $2 billion investment secures a 20% stake in Lancium, with an additional $1 billion contingent on the company hitting specific milestones. The deal values Lancium and its asset portfolio at roughly $10 billion.
This move signals Nvidia's push into energy-efficient data center infrastructure, a growing bottleneck for AI workloads. The Stargate project - originally announced by former President Trump - is a joint effort with SoftBank, OpenAI, and Oracle, targeting up to $500 billion in AI infrastructure investment across the United States.
What the deal means for AI infrastructure
Lancium builds power infrastructure designed for large-scale data centers, which is becoming a critical constraint as AI compute demand grows. Nvidia's stake gives it direct influence over how new data center capacity gets powered and deployed, rather than relying solely on third-party facilities.
Nvidia's core business remains GPUs, which have become the standard hardware for AI training and inference. The company also sells the Cuda software platform for AI model development, plus data center networking solutions. Its market capitalization stands at approximately $5.42 trillion.
For IT and development teams, this investment matters because it addresses a practical problem: power availability often limits where and how fast AI infrastructure can be deployed. AI for IT & Development professionals who build and run AI systems will feel the effects of this deal through faster data center buildouts and more predictable capacity planning.
Valuation and financial signals
According to GuruFocus data, Nvidia's GF Value™ is $382.60, while the stock trades at $223.96 - a 41.5% discount. The P/E ratio (TTM) of 34.3x is well below the company's 5-year median of 58.12x, which suggests the stock is priced below its historical earnings multiple.
Nvidia's GF Score™ of 95/100 reflects strong fundamentals. The company scores 10/10 for both profitability and growth, 9/10 for financial strength, and 8/10 for momentum. Its valuation rank is lower at 4/10, indicating the market has priced in substantial expectations.
Institutional activity and insider signals
Institutional investors remain active with Nvidia. The stock is held by 36 gurus, with 19 adding to their positions and 16 trimming stakes in recent quarters. Insider activity tells a different story: no insider buying has occurred in the past three months, while insiders sold $410.6 million worth of shares.
This divergence between guru buying and insider selling is worth watching. Insider sales can indicate concerns about near-term valuation, while institutional accumulation often reflects longer-term conviction.
Why this matters for IT and development professionals
For developers and IT teams, the practical takeaway is about supply and cost. Nvidia's investment in Lancium targets the power constraints that delay data center projects and drive up GPU instance prices. If the Stargate initiative progresses as planned, more compute capacity becomes available sooner, which affects everything from cloud pricing to how quickly you can scale AI workloads.
Software developers who build on Nvidia's Cuda platform should also track how the company's infrastructure investments affect GPU availability and pricing. AI Learning Path for Software Developers resources can help teams adapt as the hardware landscape shifts. The short-term picture is mixed - the stock looks undervalued on GF Value metrics, but insider selling and a low valuation rank suggest caution. For professionals making decisions about AI tooling and infrastructure spend, the Lancium deal is a signal that Nvidia intends to control more of the AI stack, from chips to the power that runs them.
Your membership also unlocks:
