ZenLLM
What is AI cost leak detection?
AI cost leak detection finds avoidable LLM spend inside the request path: context carried forward every turn, repeated prompts, failed-call retries, premium-model defaults, and routing mistakes.
What to check first
AI cost leak detection finds avoidable LLM spend inside the request path: context carried forward every turn, repeated prompts, failed-call retries, premium-model defaults, and routing mistakes.
Check cost by workflow and request path.
Separate context growth, retry churn, and prompt bloat from healthy usage growth.
Prioritize fixes by monthly waste, implementation effort, and quality risk.
Check your own usage export
Upload a usage export for a no-signup estimate of prompt bloat, retry churn, context accumulation, and model routing waste.
Upload Usage Export