Photo by Aleksei Zhivilov on Unsplash. Source: https://unsplash.com/photos/woman-in-glasses-working-on-a-laptop-at-a-table-A6M3aowKR6I (Unsplash License).

At tens of thousands of seats, AI token costs stop looking like a tool line and start looking like payroll.

  • Microsoft cut individual monthly AI spending in its Cloud and AI group from as much as $100,000 to about $10,000, and its projected internal Anthropic bill fell by more than a third.
  • Meta’s internal Claude Code users dropped from roughly 60,000 to about 30,000. It spent more than $105 million on the tool in one recent 28 day period.
  • The replacement is in house. MetaCode carries more than 30,000 internal users and Muse Code more than 6,000.
  • The pullback is internal only. Customer demand for Claude through Azure and Bedrock keeps growing, so this is budget discipline, not a broken partnership.

Read the full analysis of why the token bill became a management line.

By Ivan Tarin

Ivan Tarin is a Principal Product Marketing Manager at SUSE, where he owns go-to-market strategy and positioning for a seven-product cloud-native portfolio spanning Kubernetes, virtualization, storage, security, and observability. A former full-stack developer who shipped production code for enterprise and public-sector clients including U.S. national laboratories, Ivan translates complex infrastructure and AI technology into messaging that lands with developers, platform teams, and enterprise buyers. He has presented at KubeCon, SUSECON, and AWS Developer Week, and is currently pursuing an MS in Artificial Intelligence at the University of Colorado Boulder.

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