An analysis of the escalating AI subscription wars between Anthropic and OpenAI, highlighting the “Single Prompt Sinkhole” phenomenon where power users exhaust $100/month limits in hours and the industry’s shift toward observability to justify opaque, agentic-heavy pricing models.

