Shaping the Future of AI Infrastructure Economics

The Linux Foundation announced plans to launch the Tokenomics Foundation, a new initiative focused on creating open industry standards, benchmarks, and best practices for the economics of AI infrastructure. Working closely with the FinOps Foundation, it aims to extend technology spend management into token-based AI. As generative and agentic AI workloads move from pilot to production, tokens are becoming a key unit of technology spending. The foundation will provide a neutral, community-driven forum to develop transparent standards for measuring and benchmarking token efficiency across models, vendors, and the broader AI supply chain, supporting more informed business and operational decision-making.

According to Precedence Research, the Cloud Cost Management Market was valued at USD 4.95 billion in 2025 and is projected to grow from USD 5.83 billion in 2026 to approximately USD 25.39 billion by 2035, expanding at a CAGR of 17.80% from 2026 to 2035, driven by rising enterprise AI token consumption.

Launching As AI Token Use Surges and Cost Discipline Becomes Urgent

The Tokenomics Foundation is launching at a pivotal time for the global technology economy. After sharp declines between 2023 and 2025, per-token costs have stabilized, while prices for newer AI models are increasing, making AI one of the fastest-growing expenses in enterprise technology budgets. Research projects global token usage will grow 24 times between 2026 and 2030, reaching 120 quadrillion tokens per month. In response, the foundation will provide a neutral forum to define standards, specifications, and best practices for measuring token costs and efficiency. Its goal is to bring structured financial discipline to AI spending, like cloud cost management.

Advancing Vendor-Neutral Standards For AI Infrastructure Spending

The Tokenomics Foundation will support both sides of the AI economy: enterprises seeking transparent, vendor-neutral standards for AI token consumption, and suppliers including model providers, NeoClouds, and the broader token infrastructure ecosystem. Its Governing Board will guide industry direction and allocate project funding. A Technical Committee will create open specifications, benchmarks, and frameworks. The foundation will also help fund and support the expansion of the FOCUS specification to cover token-based spending models, advancing standardized financial management for AI infrastructure.

A recent report by Precedence Research highlights that the Cloud Cost Management Market is benefiting from AI infrastructure spending.