AI adopter gap widens: top firms now use 8.3× more tokens than the median

The widening gap between enterprise AI adopters reflects a fundamental shift in how companies are deploying artificial intelligence. In January, the ratio between top-tier and median users was already 2.6×, indicating early stratification. By June, that gap had more than tripled to 8.3×, suggesting that businesses with aggressive AI strategies are not merely adopting the technology faster but accelerating their token consumption at an exponential rate compared to the rest of the market. This trend aligns with OpenAI chief economist Ronnie Chatterji's observation that companies are moving toward AI for "work that's more doing rather than asking"—a shift evidenced by increased usage of Codex, the company's agentic coding platform. Where ChatGPT represents conversational, question-and-answer interaction, Codex enables autonomous task execution, indicating that leading adopters are moving beyond exploratory AI use toward embedding AI directly into business workflows for continuous, independent operation.