AI API Cost Attribution in 2026: How to Track LLM Spend by Team and Request

Managing AI API costs by 2026 will require detailed attribution per team and request, not just per account. This entails propagating a stable ownership contract (like trace_id and owner_team) across all hops from gateway to model providers, to prevent attribution failures when the bill arrives.