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# Linux Foundation Wants Open Standards for What AI is Actually Costing You
- URL: https://itsfoss.com/news/tokenomics-foundation/
- Published: 2026-06-04T10:52:52.000Z
- Updated: 2026-08-05T04:11:09.000Z
- Description: The Tokenomics Foundation will work on vendor-neutral benchmarks for token spend, with backing from major players.
- Author: Sourav Rudra
- Tags: News, Enterprise, AI Spotlight

The [Linux Foundation](https://www.linuxfoundation.org/?ref=itsfoss.com) has been steadily growing its roster of projects and initiatives, with AI governance becoming an increasingly prominent part of that push.

Their latest push in this direction is a plan to launch the [Tokenomics Foundation](https://www.tokeneconomics.com/?ref=itsfoss.com), a new program focused on open standards, benchmarks, and best practices for the economics of [AI token](https://blogs.nvidia.com/blog/ai-tokens-explained/?ref=itsfoss.com) consumption.

It will work in close partnership with the [FinOps Foundation](https://www.finops.org/?ref=itsfoss.com), which has been busy with efforts surrounding cloud cost management since 2020.

📋

The foundation [has been officially launched](https://www.linuxfoundation.org/press/linux-foundation-launches-the-tokenomics-foundation-to-define-the-economics-and-roi-of-ai-value?ref=itsfoss.com) with 30 initial members.

## Why now?

The foundation says that token costs have been moving around. They dropped heavily through 2023 and 2025, then settled down, and new model pricing is climbing again.

Citing [a research paper](https://www.goldmansachs.com/insights/articles/ai-agents-forecast-to-boost-tech-cash-flow-as-usage-soars?ref=itsfoss.com), they pointed out that global token usage is projected to grow 24x between 2026 and 2030, hitting 120 quadrillion tokens per month. 

Separately, they also noted industry analyst projections of **AI infrastructure investment crossing $1 trillion by 2027**, with **the inference market going from roughly $106 billion in 2025 to $255 billion by 2030**.

None of this spending is easy to measure consistently today. Cached vs. non-cached tokens, input vs. output pricing, on-demand vs. reserved compute. Every provider defines and bills for these differently, with no neutral framework to compare them across vendors.

Having a standardized approach to all of this is precisely the gap the Tokenomics Foundation is looking to fill with its open standards and benchmarks.

### What will it do?

The foundation will operate through a *Governing Board* that sets direction and allocates funding, alongside a *Technical Committee* responsible for the actual specifications and benchmarks.

The first confirmed deliverable is expanding the [FOCUS](https://focus.finops.org/?ref=itsfoss.com) specification, an open billing format that came out of FinOps, to cover token-based spending models. That would give enterprises a common schema for AI cost data regardless of which provider they are using.

**Twelve organizations have thrown their support behind it** so far, including Google Cloud, Flexera, KPMG, Accenture, Microsoft, Oracle, Salesforce, SAP, ServiceNow, Booking.com, IBM, and JPMorgan Chase.

The formal launch is at [FinOps X](https://x.finops.org/?ref=itsfoss.com) in San Diego, from June 8 to 10, where the technical roadmap, initial working groups, partnerships, and upcoming conferences will be announced.

You might remember that the Linux Foundation took a similar approach with the [Agentic AI Foundation](https://itsfoss.com/news/agentic-ai-foundation-launch/) late last year, pulling MCP, goose, and AGENTS.md under open governance before the agentic AI space had a chance to fragment further.

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