The data behind the dominance
Vercel's monthly report — published by the agentic infrastructure company whose AI Gateway routes LLM calls for major enterprises and developers — shows Anthropic has held over 60% of spend share since December 2025, when tracking began. In July 2026, that share reached 65.1% while accounting for only 30% of total token volume.
The average cost per token fell 13.6% in July after a 20% rise in May. Total industry spend grew 37% over the period. Despite higher pricing, Anthropic's per-token cost actually dropped in July — a move attributed to the return of Claude Fable 5 to public access following a temporary suspension.
The DeepSeek surprise
Vercel's analysis recorded a notable shift: DeepSeek, the Chinese open-weight AI company, surpassed Google in token volume in July 2026. The June report had predicted that an open-weight lab would soon claim second place by volume — the forecast proved accurate within a month.
DeepSeek operates with open-weight models at prices far below proprietary alternatives, explaining rapid volume growth without proportional impact on revenue share.
What the Anthropic pattern means for the market
Anthropic's revenue leadership with higher token prices mirrors Apple's playbook: lower volume, higher margin, customer loyalty built on perceived quality. Recent Claude releases and anticipation around the gradual rollout of Mythos 5 reinforce the company's premium positioning.
The pattern identified by Vercel suggests that in the LLM market, higher pricing is not necessarily a competitive disadvantage — as long as perceived quality and product reliability sustain the choices of developers and enterprises building on top of the infrastructure.

