Anthropic Claude subscription plan provides more value than OpenAI's, study says

A SemiAnalysis study suggests Anthropic’s Claude subscription plans deliver substantially more API-equivalent value than OpenAI’s, but the bigger enterprise takeaway is that consumer-style subscriptions are heavily subsidized and don’t reflect the real economics of large-scale AI deployment. For CIOs and technology leaders, this reinforces the need to treat AI as a managed portfolio: benchmark models against actual business workloads, monitor usage and token spend, and plan for model switching or open-source alternatives to control costs as adoption scales.