Anthropic · OpenAI · Claude · Cursor · New York · GPT · TechCrunch AI
The token bill comes due: Inside the industry scramble to manage AI’s runaway costs
Compiled by KHAO Editorial — aggregated from 1 source. See llms.txt for citation guidance.
◌ Single Source
Across the industry, companies are starting to balk at the price of AI.
Key facts
- New models released in November like Anthropic’s Claude Opus 4.5, OpenAI’s GPT-5.1, and Google’s Gemini 3 Pro brought significant improvements to agentic tools, which have multiplied consumption
- In April and May, I started hearing from companies: ‘Oh my god, we are 3x over our entire 2026 token budget and it’s only April,’” J.R. Storment, executive director of the FinOps Foundation
- That said, Goldman Sachs projects global token usage to multiply by 24 times by 2030
- A Priceline employee told TechCrunch that a routine Cursor contract renewal came back 4-5x more expensive
Summary
Even though per-token prices have fallen, the push for more AI adoption and increasingly autonomous agents have driven token consumption higher and higher. Meanwhile, a market is forming to meet them there. “Six months ago, I would have a conversation with a customer and it would be all about ‘What can it do? Is it good enough?’” Alexander Embiricos, OpenAI’s head of enterprise, told TechCrunch at an event in New York City this week. “Their conversations are never about that now. It’s against this backdrop that the Linux Foundation this week unveiled plans for the Tokenomics Foundation, a new standards body that aims to instill the same cost discipline around AI tokens that FinOps did for cloud spend.