Pattern: AI Coding Tool Pricing Converges on Token-Based Billing — Subscription Era Ends

paddo.dev·high signal

Three major AI coding vendors are restructuring pricing simultaneously: GitHub Copilot moves to pooled token credits in June (Business: $19→$30, Enterprise: $39→$70), Anthropic tests gating Claude Code behind Max tier, and Cursor tightens fast-request quotas. The common driver is that agentic workflows — long-running, parallelized, multi-tool sessions — consume 5-10x more compute than autocomplete era subscriptions were designed to cover. Builders should budget for usage-based pricing as the new normal.