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Nebius Buys Israeli Startup Inferize to Boost GPU Efficiency

The company will fold Inferize’s cold-start technology into its Token Factory managed inference platform to cut GPU idle time and lower per-request costs for enterprise customers.

Overview

  • The acquisition was announced Thursday, Oct. 1, 2026, and Nebius confirmed it will integrate Inferize into Token Factory while not disclosing financial terms.
  • Industry sources estimate the deal at roughly $100–$150 million, though Nebius has not confirmed that figure.
  • Inferize, founded in January 2026 and run by former Granulate engineers, built software to reduce GPU idle time during model cold-starts and traffic spikes so operators do not need to keep costly warm spare GPUs.
  • This purchase continues Nebius’s strategy of buying small optimization teams — following Tavily and Eigen AI — to raise GPU throughput and lower the cost of serving models on Token Factory.
  • If integrated as planned, Inferize’s tech could let Nebius run hardware closer to real demand, improving unit economics for customers and supporting the company’s expansion of Israeli data-center capacity and inference services.