Nebius Group (NBIS) shares have lost roughly a quarter of their value in a month, as investors question whether specialized AI cloud providers, or neoclouds, can earn attractive returns on the heavy spending needed to expand data centers. The article says this is not a prediction that Nebius will fail, but the company must show its advantages are durable enough to justify the resources it commits. Gartner has warned that more than 80% of neocloud providers may no longer operate independently by 2030, intensifying concerns about competition and consolidation. Nebius must fund infrastructure before generating revenue, and both borrowing and new share issuance carry costs, with CoreWeave's bond yields rising to almost 15%. Key indicators to watch include revenue growth and customer commitments, capital spending and dilution, and the payback period of new contracts, which management has said could be under two years.
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