ZenLLM
How do you find prompt bloat in LLM spend?
Prompt bloat shows up when static system prompts, examples, retrieved chunks, or policy text are resent on every call even when the route does not need them.
What to check first
Prompt bloat shows up when static system prompts, examples, retrieved chunks, or policy text are resent on every call even when the route does not need them.
Rank workflows by repeated input-token cost.
Separate static prompt text from dynamic user context.
Test shorter prompts on low-risk, high-volume routes first.
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.
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