Uber Exhausts 2026 AI Coding Budget in Four Months as Token Prices Fall and Usage Rises

Uber has reportedly exhausted its 2026 AI coding budget within four months, Forbes reported. Microsoft has reportedly begun withdrawing internal Claude Code licenses. The FinOps Foundation reported that 98 percent of practitioners now manage AI spend, compared with 31 percent two years ago.

The Linux Foundation has announced plans to standardize the economics of token-based AI infrastructure. Cost per million tokens has fallen sharply across much of the AI market, Forbes reported. Total spend has still risen because volume increased faster than price declines.

Consumption patterns have shifted from subscription-like behavior to usage that scales with work volume, the report stated. Engineers now run agentic coding sessions that consume orders of magnitude more resources than occasional prompts. The pattern extends beyond software development into marketing, finance, customer support, legal and operations, Forbes reported.

Companies are adopting cloud-style controls including tagging, rightsizing and chargeback to address the growth.