OpenAI puts the enterprise AI gap at 8.3x

OpenAI says the top 10% of enterprise users now generate 8.3× as many output tokens per active user as typical firms, up from 2.6× in January. Its enterprise usage study also says Codex produced 64% of combined Codex-and-ChatGPT enterprise output in June and weekly Codex users grew 108× in legal since February; the figures are usage proxies, not proof of business value. Operators should file the widening gap beside OpenAI’s enterprise deployment bet: access is becoming the easy part, while reusable workflows, tool connections, permissions, and review determine whether usage compounds.