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Nebius Group shares rose 11.76% on Friday, closing at $154.49, after the company disclosed plans to acquire AI infrastructure specialist Eigen AI in a transaction valued at approximately $643 million. The deal will be executed through a combination of cash and stock.
Nebius said the acquisition is designed to strengthen Eigen AI’s proprietary model optimization and inference capabilities, which the company intends to integrate into Token Factory—its enterprise-focused managed inference solution for demanding AI applications.
Eigen AI’s expertise includes maximizing GPU utilization and performance, with particular strength in optimizing Nvidia-based hardware. Nebius positioned this capability as a direct complement to its core offering of scalable, cost-effective inference solutions for enterprise customers.
“We’re navigating an environment where computing capacity is scarce and AI developers require both optimized inference capabilities and infrastructure that can scale,” said Roman Chernin, Chief Business Officer at Nebius. “By incorporating Eigen AI’s optimization technology, we’re positioning Nebius Token Factory at the cutting edge of inference solutions.”
Token Factory currently provides production-ready autoscaling infrastructure and model fine-tuning workflows compatible with leading open-source AI models. Nebius said adding Eigen AI’s post-training optimization capabilities is intended to improve performance metrics and cost efficiency for enterprise-scale deployments.
Beyond technology, the transaction is also expected to deliver Nebius its first operational footprint in Silicon Valley. Eigen AI’s core team will form the basis of Nebius’s inaugural engineering and research facility in the San Francisco Bay Area.
Nebius said the move is strategically important for talent acquisition, given the Bay Area’s concentration of AI engineering expertise. The company also framed the expansion as a way to compete more effectively in the US market against cloud infrastructure providers including Amazon, Microsoft, and Google.
Nebius noted it has already secured Meta as a significant customer, while continuing to expand its data center infrastructure and GPU capacity at an aggressive pace.
The approximately $643 million price tag represents a significant capital commitment for a company already managing substantial capital requirements. Analysts have previously pointed to elevated debt levels and intensive capital expenditures as potential concerns, and the new transaction adds further capital deployment that will need to be validated through customer growth and revenue generation.
Investors are expected to focus on the pace of integration—specifically how quickly Eigen AI’s optimization technology can be incorporated into Token Factory and whether existing customers adopt the enhanced platform. Monitoring any revisions to Nebius’s capital allocation strategy is also likely to be important as the company continues expanding its data center footprint.
Nebius’s next scheduled update is its Q1 2026 financial results, expected before the market opens on Wednesday, May 13, followed by a conference call with management to review performance and answer analyst questions.
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