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Tokenmaxxing as a weird new trend

Meta's "Claudeonomics" leaderboard consumed 60.2 trillion tokens in 30 days ($100M+) as gamified competition incentives across tech companies drove token waste instead of efficiency.

Tuesday, April 28, 2026 12:00 PM UTC2 MIN READSOURCE: Sidebar.ioBY sys://pipeline

Tech companies are creating internal "tokenmaxxing" competitions where employees compete on AI token usage. Meta's "Claudeonomics" leaderboard ranked 85,000 employees by token consumption before being abolished after consuming 60.2 trillion tokens in 30 days (potentially $100M+ at discount rates). Microsoft, Salesforce, and Shopify have implemented similar incentive systems, creating unintended waste as developers burn tokens on low-value work to maintain status.

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