Ramp data: enterprise token usage +65% but spend +1.5%; Anthropic IPO valuation talk falls to $1.2–1.3T

dotey · x · 2026-11-07

Ramp's AI index (via chief economist Ara Kharazian, reported by TechCrunch) shows enterprise AI usage and spending decoupling: tokens consumed rose 65% from early August to mid-October while spend rose just 1.5%, as OpenAI's GPT-6 price cuts and Anthropic's Fable 5.1/Opus 5.5 efficiency drove blended prices down 27% in a month. The top 1% of spenders ($9,568/employee/month) drive 80% of enterprise spend and haven't returned to July peaks. With Anthropic preparing an IPO, valuation expectations have slid from $2T to $1.2–1.3T, threatening investor assumptions of AI hypergrowth.

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