Meta kills internal AI token leaderboard after data leaks, ending 'Token Legend' competition

Cast Adrift, Meta Employees Have No Idea Who the 'Token Legend' Is Anymore

If you tokenmaxx in the Meta offices and the leaderboard doesn't register it, does it make a sound? Just days after The Information reported that Meta built an internal system to track which employees burn through the most tokens, the company has apparently taken down the leaderboard, leaving the entire office in the dark on who is pawning off the most work to AI assistants. During its brief time on this earth, the leaderboard kept tabs on the top 250 employees across Meta who were using the most tokens, a unit of data that measures inputs and outputs from large language models. The higher a person's token count, the higher they ranked on the scoreboard, where they were reportedly given badges like "Token Legend," "Model Connoisseur," "Cache Wizard," and "Session Immortal." The board was called Claudeonmics, named after Anthropic's Claude model that has become the go-to model for vibe coding. That fact is a bit embarrassing for Meta, as its own models have fallen behind its competitors. Per The Information, Meta employees certainly racked up some impressive figures. The outlet reported that the company's staff used up about 60 trillion tokens in just 30 days, with the person at the top spot on the leaderboard having used 281 billion. For reference, the New York Times reported 210 billion tokens would produce the equivalent text needed to fill Wikipedia 33 times over. We won't know just how many tokens Meta is burning through anymore, though, since the company is suddenly feeling shy about the whole thing. According to The Information, the leaderboard has been replaced with a message that reads, "It was meant to be a fun way for people to look at tokens, but due to data from the dashboard being shared externally, we’ve made the decision to shutter Claudeonomics for now." Despite the lack of transparency on the burn rate, you can safely assume the company is still putting up numbers without the board. "Tokenmaxxing" is the new hotness in Silicon Valley, where the sheer volume of AI use has suddenly become a metric that is equated with productivity. Nvidia CEO Jensen Huang recently said that he would be "deeply alarmed" if an engineer didn't use at least $250,000 worth of tokens per year. The Times reported that Shopify has started tracking employee AI usage, praising people who burn through tokens while chastising those who don't. It also found an Anthropic engineer who reportedly spent $150,000 worth of tokens in just one month, apparently to the company's pleasure. Keep in mind, all of this is coming from an industry that is actively laying people off and cutting payroll in the name of "efficiency." Suddenly, running up huge bills is perfectly acceptable despite a lack of any evidence that the output is any better.

Meta just killed a dashboard that let employees compete to be the company's No. 1 AI token user | Fortune

Ever wondered how productive your coworkers actually are? Meta employees don't have to guess. A Meta employee independently created a leaderboard that tracked how many tokens -- the basic units of data or words that AI models process -- the company's more than 85,000 employees used, The Information reported on Monday. Called "Claudeonomics," after Anthropic's AI model, the leaderboard showed the top 250 token users and awarded employees with titles, such as "Token Legend" and "Cache Wizard." The leaderboard encouraged "tokenmaxxing," a growing phenomenon in Silicon Valley which emphasizes token usage as a measure of productivity. While every AI model measures tokens differently, OpenAI estimates that one token is equal to about four characters and a single one-to-two sentence prompt requires about 30 tokens. Token usage can imply if workers are optimizing their prompts, or the number of AI agents they are using. But now, the fun is over:, Meta took down the internal AI-use leaderboard just two days after the news broke. The dashboard now 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," reported The Information. Meta declined to answer Fortune's questions regarding the dashboard or the move to shut it down, but that doesn't mean the company is necessarily done tracking tokens. The Information also reported the company has a separate official dashboard for token usage geared toward software engineers, who generally use the most tokens. Last year, Meta's Chief People Officer Janelle Gale told employees that "AI-driven impact" would be a "core expectation" in 2026, according to Business Insider. In January, the company overhauled its performance review system to incentivize the highest performers with upwards of a 200% bonus. Some employees have put AI agents to work for hours to maximize their token usage. Neither Meta CEO Mark Zuckerberg nor Meta CTO Andrew Bosworth are in the top 250 token users. In a 30-day period, total employee usage on the dashboard exceeded 60 trillion tokens, and the highest-ranked individual user averaged 281 billion tokens. Using the least expensive version of Claude Opus 4.6, which costs $5 for every million tokens, that one user alone could have cost Meta more than $1.4 million. Incentivizing high token use is becoming the norm in Silicon Valley. OpenAI has an employee leaderboard, and the company's top power user used 210 billion tokens over one week in March. Last month, Nvidia CEO Jensen Huang, who has been a leading voice on token budgets, shared his vision for token use at Nvidia's GTC conference in San Jose in March. "I could totally imagine in the future every single engineer in our company will need an annual token budget," he said. "They're going to make a few 100,000 a year as their base pay. I'm going to give them probably half of that on top of it as tokens so that they could be amplified 10 times." Just days later, Huang said he would be "deeply alarmed" if an engineer he paid $500,000 a year didn't use at least $250,000 worth of tokens. He did not specify the importance of the 50% measure. Meta CTO Bosworth said his best engineer is spending the equivalent of his salary in tokens, but he's "5x to 10x more productive." "It's like, this is easy money," Bosworth said. "Keep doing it. No limit."