How to Monitor LLM Costs Across Multiple Providers

In 2025, Uber’s R&D spend rose 9% to $3.4 billion. A few months into 2026, the company had already burned through its entire planned AI budget for the year, driven largely by how fast engineers adopted AI coding tools. The budget assumed usage would grow at a manageable pace.