On August 5, 2026, OpenCost teamed up with llm-d to ship the first per-token inference cost tracking for Kubernetes. Splitting allocation cost from usage cost ends the flawed math that was wrongly justifying self-hosted LLMs.

Idle resources, overprovisioned instances, orphaned volumes, and missing Reserved Instances: cloud waste has known, quantified causes — and they’re all fixable within a month. FinOps isn’t a CFO buzzword — it’s the only IT practice that generates real, measurable cash without touching revenue.