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Per-Customer Cost Tracking for LLM SaaS: Know Your Margins Before They Disappear

DEV Community·Alfred M·29 days ago
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Per-Customer Cost Tracking for LLM SaaS: Know Your Margins Before They Disappear If you are building a SaaS product on top of LLMs or third-party APIs, your costs are not fixed. What you might not know is which customers are responsible for the expensive ones. The Problem Most small teams have a rough idea of their total API costs. Fewer have visibility into per-customer margins. Your API provider dashboard and Stripe do not talk to each other, and neither answers the question you actually need: what did it cost me to serve customer X this billing period, by feature? Without that number, usage-based pricing is guesswork. Why Existing Tools Fall Short OpenMeter and Lago are solid open-source metered billing tools, but they are designed to bill outward to customers and require infrastructure like Kafka and ClickHouse that is hard to justify for a small team. Stripe tells you revenue per customer. It cannot tell you margin per customer.…

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