Anthropic's enterprise discounts have an expiration date: your token budget.
The Information's Kevin McLaughlin reported Monday that Anthropic cuts off contracted discount pricing the moment enterprise customers exhaust the token volume in their agreement. McLaughlin's account is based on conversations with software company managers who buy from both Anthropic and OpenAI. Those managers describe OpenAI as more flexible when its enterprise customers run past their allotted usage. The reporting doesn't specify what pricing kicks in for Anthropic customers once they exceed their cap, only that the discounted rate goes away.
For a CFO signing a multi-year AI contract, that's a real planning risk. A usage spike tied to a product launch or a viral feature could get expensive fast, with no cushion built in. It also hints at two different bets on enterprise customers: OpenAI seems willing to absorb some margin to keep buyers comfortable scaling up, while Anthropic is holding a harder line on volume commitments.
Both companies are chasing the same enterprise budgets right now, so pricing flexibility may end up mattering as much as which model benchmarks better.