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Meta’s “Claudeonomics” leaderboard turns AI token burning into a company-wide sport

85,000 employees. 60 trillion tokens in 30 days. An internal leaderboard named after Anthropic’s Claude. Welcome to Meta’s latest obsession.

What Is Claudeonomics

An employee-built dashboard on Meta’s intranet that ranks the top 250 AI token consumers across the company. The #1 user burned through 281 billion tokens in a single month — at public API rates, that’s roughly $72K worth of compute from one person. Employees earn tiered badges from Bronze to Jade, plus achievement titles like “Token Legend” and “Cache Wizard.” The term “tokenmaxxing” — running AI agents for hours just to climb the rankings — is now part of Meta’s internal vocabulary.

Why This Blew Up

The Information broke the story on April 7, and one detail made it irresistible: neither Zuckerberg nor CTO Andrew Bosworth cracked the top 250. The people actually burning the most AI aren’t executives — they’re engineers and researchers gaming the system. This lands right as Meta formally ties AI usage to performance reviews in 2026, making the leaderboard feel less like a joke and more like a preview of how Big Tech measures productivity now.

60 trillion tokens at even a conservative blended rate puts the monthly bill north of $180 million. That’s the real story — not the badges, but what it costs when an entire company starts treating AI usage as a status symbol.


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