This is NVIDIA's third $2 billion equity-plus-partnership deal in a matter of weeks: CoreWeave in January, Lumentum / Coherent in early March, and now Nebius.
What NVIDIA is actually doing is building a structural demand floor for its own chips by becoming a meaningful owner of the companies that must buy those chips. The investment creates the customer, and the customer creates durable GPU revenue. That's vertical demand engineering at work!
Nebius actually emerged from the ruins of Yandex after Russia's invasion of Ukraine, spent two years restructuring, sold its entire Russian business to a local consortium for $5.2 billion in July 2024, and relaunched as an AI cloud company carrying the international assets. Most people are treating Nebius as just another hyperscaler challenger. it's not. it's a company with genuinely unusual engineering depth (former Yandex infrastructure teams are serious), a slightly complicated geopolitical history, and now a ~8.3% nvidia shareholder backing a $16-20 billion capex plan.
One more thing to watch. NVIDIA now has equity stakes across multiple large GPU buyers simultaneously. At some point someone is going to ask whether that creates conflicts, disclosure obligations, or just makes NVIDIA's demand forecasting suspiciously accurate.