/C O R R E C T I O N -- The Linux Foundation/
In the news release, Linux Foundation Announces the Intent to Launch the Tokenomics Foundation to Establish Open Standards for AI Cost Management, issued
Linux Foundation Announces the Intent to Launch the Tokenomics Foundation to Establish Open Standards for AI Cost Management
Tokenomics Foundation brings together industry leaders from major enterprise AI buyers, hyperscalers, frontier model providers, and NeoClouds to define the economics of AI infrastructure
"As enterprises move generative and agentic AI workloads from pilot to production, tokens have become the new unit of technology spend," said
The Tokenomics Foundation arrives at a defining moment for the global technology economy. While per-token costs fell heavily during 2023-2025 they have leveled off – and new model token prices are rising – making AI the largest and fastest-growing line item on enterprise technology budgets. Research from Goldman Sachs shows global token usage is to multiply 24x between 2026 and 2030 to 120 quadrillion tokens per month.
Industry analysts now forecast more than
"Token costs and efficiency have become a CEO-level concern, not an engineering footnote" said
The Foundation will serve both sides of the AI economy: the buyer side, made up of enterprises operating at scale that need transparent, vendor-neutral standards for the economics of AI token consumption, and the supplier side, including frontier model providers, NeoClouds, and the broader token factory supply chain.
The Tokenomics Foundation Governing Board will help set industry direction and deploy funds to support the project. A Technical Committee will develop open specifications, benchmarks, and frameworks, and the Foundation will jointly fund and support the FOCUS (focus.finops.org) specification's expansion into token based spending models.
Organizations who have expressed initial support for the Tokenomics Foundation include Accenture, Booking.com, Flexera, Google Cloud, IBM, JPMorganChase, KPMG, Microsoft, Oracle, Salesforce, SAP and ServiceNow.
To learn more about the Foundation, visit TokenEconomics.com. Attend FinOps X on
Supporting Quotes
"We work with thousands of enterprises reinventing themselves around AI, and the hardest conversation is no longer whether to adopt it but how to prove the return. Token spend is climbing fast and the discipline to govern it has not kept pace. When the bill arrives, companies face a tough choice between pouring more money in, or having to pull back and risk slowing innovation. Open, vendor-neutral standards for token economics give our clients a common language to manage that spend and quantify the investment and its returns. That is the gap the Tokenomics Foundation fills, and we are excited to help build it."
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"We serve travelers at enormous scale, and generative AI now touches everything from our Trip Planner to the agentic tools handling millions of customer and partner conversations. At that volume, the economics of every token matter, and small differences in efficiency compound into very large numbers. We need transparent, comparable ways to measure token cost and performance across models and providers so we can keep delivering value to travelers sustainably. The Tokenomics Foundation gives the industry the neutral standards to do that, and we are proud to support it."
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"Our 2026 State of the Cloud research found cloud waste rising for the first time in five years, stemming in part by the surge of AI workloads. The real challenge for organizations is no longer just adoption, it's understanding spend and controlling AI costs to make it sustainable to run at scale. While teams are getting better at cloud financial management, token-based pricing behaves differently, and most still lack the benchmarks to know whether they are paying a fair price for the value they receive. A neutral, community-built standard is essential to give buyers a true picture, and that is why Flexera supports the Tokenomics Foundation."
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"As tokens become the common currency of AI, enterprises need better ways to measure and manage their value, efficiency and cost across an increasingly complex ecosystem of models and platforms. As buyers choose among a growing range of models and deployment options, they need open, trusted standards to compare cost and efficiency across all of them. No single provider should define those benchmarks. That is why IBM supports the Tokenomics Foundation and the move toward a neutral, community-owned foundation for this work."
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"The rate of change in AI consumption is unlike anything we have managed before, and the timing for this foundation is exactly right. Tokenomics is not just about cost. It's about establishing a consistent framework to evaluate and optimize across model selection, use case patterns, architectural choices, and value outcomes. Getting that discipline in place early will be important to how effectively the industry scales AI and realizes value."
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"For organizations to make the investments in AI that will drive business growth, they first need clear financial controls in place. The Tokenomics Foundation is designed to help organizations gain deeper insights into balancing their spend and return on investment in AI, which will help scale and drive success for their AI initiatives."
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"Token economics is fundamentally more abstract and more opaque than anything we've managed at this scale before. Input versus output tokens, cached versus non-cached, pricing structures that don't behave like compute or storage. It requires a different operational muscle than the one the industry built for cloud, and that muscle should evolve through broad experimentation across the industry, with the best ideas and practices contributed back so we can collectively establish durable standards around it."
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"Managing cost and performance is top of mind for every organization scaling AI today. ServiceNow lives this from two angles: governing and controlling AI at scale while managing costs internally, and building solutions that solve this problem for our customers. That dual perspective makes clear why the Tokenomics Foundation matters. The industry needs a central place to develop the standards and framework that turn AI spend into a strategic, accountable investment."
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About the Tokenomics Foundation
The Tokenomics Foundation, a Linux Foundation program focused on the best practices and standards for managing the production, consumption and monetization of tokens to generate business outcomes and AI value.
About the Linux Foundation
The Linux Foundation is the world's leading home for collaboration on open source software, hardware, standards, and data. Linux Foundation projects, including Linux, Kubernetes, Model Context Protocol (MCP), OpenChain, OpenSearch, OpenSSF, OpenStack, PyTorch, Ray, RISC-V, SPDX and Zephyr, provide the foundation for global infrastructure. The Linux Foundation is focused on leveraging best practices and addressing the needs of contributors, users, and solution providers to create sustainable models for open collaboration. For more information, please visit us at linuxfoundation.org.
Trademarks
The Linux Foundation has registered trademarks and uses trademarks. For a list of trademarks of the Linux Foundation, please see its trademark usage page: www.linuxfoundation.org/trademark-usage. Linux is a registered trademark of Linus Torvalds.
Oracle, Java, MySQL, and NetSuite are registered trademarks of Oracle Corporation.
Media Contact
[email protected]
Correction: The attribution in the supporting quotes from Chris Reed, Jay Litkey, and Bill Lobig has been updated for accuracy.
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SOURCE The Linux Foundation
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