Dashboard created by Meta employees to compete to be No. 1 AI token user shut down; reads: Was meant to be fun way for people to look at tokens, but due to data being shared with …
Facebook-parent Meta has shut down an internal dashboard that tracked and ranked AI token usage across the company. Meta removed the leaderboard, reportedly created by one of its employees, after it surfaced publicly. According to a report by The Information (via Fortune), the leaderboard, called “Claudeonomics,” displayed the top 250 users among more than 85,000 employees and assigned titles such as “Token Legend” and “Cache Wizard,” but was taken offline after concerns about data being shared externally.A message on the dashboard reads: “We’ve really enjoyed building this app on Nest for everyone. It was meant to be a fun way for people to look at tokens, but due to data from this dashboard being shared externally, we’ve made the decision to shutter Claudeonomics for now,” according to The Information. The company also has a separate official dashboard focused on token usage by software engineers.The tool also highlighted a trend called “tokenmaxxing,” in which employees compete over token usage as a proxy for productivity. Tokens, which are units of data processed by AI models, can indicate how frequently employees use AI tools, how they structure prompts, or how many AI agents they deploy.
What Meta said about shutting down the AI token usage leaderboard
In a statement to Fortune, Meta said, “The employee took down the dashboard at their discretion; Meta did not request this action.”Last year, Meta’s Chief People Officer Janelle Gale told employees that “AI-driven impact” would be a “core expectation” in 2026, Business Insider reported. In January, the company revised its performance review system to reward higher performers with bonuses of up to 200%.Some employees have used AI agents for extended periods to increase their token usage, though neither Meta CEO Mark Zuckerberg nor CTO Andrew Bosworth appeared among the top 250 users.Data from a 30-day period showed total usage exceeding 60 trillion tokens, with the highest individual averaging 281 billion tokens. Based on pricing for Claude Opus 4.6 at $5 per million tokens, that level of usage could cost over $1.4 million for a single user.The approach of encouraging higher token use is also visible across Silicon Valley. OpenAI has a similar leaderboard, where one user recorded 210 billion tokens in a week in March.At Nvidia’s GTC conference in San Jose, CEO Jensen Huang outlined a possible future model: “I could totally imagine in the future every single engineer in our company will need an annual token budget. They’re going to make a few 100,000 a year as their base pay. I’ll give them tokens to amplify their pay by 10x.He later added he would be “deeply alarmed” if an engineer earning $500,000 annually did not use at least $250,000 worth of tokens, without detailing why that level matters. Bosworth said one of Meta’s engineers is using tokens equivalent to his salary and is “5x to 10x more productive.”“It’s like, this is easy money. Keep doing it. No limit.” Bosworth noted.
