Uber Caps Usage of AI Tools Like Claude Code to Manage Costs
Simon Willison · Simon Willison · 2026-06-03
Simon Willison analyzes Uber's new $1,500 monthly per-tool cap on AI coding agents like Claude Code, calculating that the annual limit equals roughly 11% of the median Uber software engineer's total compensation package.
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Topics: ai-costscoding-agentsenterprise-aillm-pricing
Claims
- Uber has instituted a $1,500 monthly spending limit per AI coding tool per employee, applied only to agentic coding software such as Cursor and Claude Code.
- At two tools per engineer, Uber's cap implies an annual AI spending ceiling of roughly $36,000, approximately 11% of the median U.S. Uber software engineer compensation of $330,000.
- Uber blew its entire 2026 AI budget in four months before implementing the caps, a predictable outcome given that the budget was set in 2025 before coding agents became popular.
- Willison's own token usage of roughly $1,000 per month per provider would fall within Uber's limit, with room to spare.
Key quotes
A $1,500 monthly limit per tool strikes me as a rational policy response to over-spending, and much more sensible than those tokenmaxxing leaderboards encouraging employees to compete for as much AI usage as possible.
That means each employee's AI spending cap is ~11% of that median compensation package.