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Model Pricing and Token Economics — Clarity Today

Topic

Model Pricing and Token Economics

How per-token list prices shape which frontier models businesses actually buy.

Current clusters

invest1 distinct publisher

OpenAI is gaining on Anthropic in Ramp's data, and the lever was price, not capability

Ramp's July file still has Anthropic ahead on business adoption, and the month's gain went its way too. The catch-up story rests on a list price and a data-retention notice.

Publishers:qz.com

Reality

Evidence52
Adoption71
Hype gap+28
Incentives66

Confidence48