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Plan: Scale · Sample ↗
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Sample data. Not a customer bill.

Northwind AI/Trimming

Trimming

Planned

Duplicate prompts, oversized context and repeated instructions.

Suggestions

Suggest first. Approving a suggestion in this session does not rewrite prompts on its own.

Estimated if every suggestion were applied: $4.3K$4.3Kest. / month, from a 20% input-token cut priced on the route sample.

  • Duplicate system prompt

    Support reply · avg 903 input tokens. A second system block repeats instructions that are already in the first.

    Output policy
    $1.9Kest.
  • Duplicate system prompt

    Ticket triage · avg 804 input tokens. A second system block repeats instructions that are already in the first.

    Output policy
    $1.2Kest.
  • Duplicate system prompt

    Eval backfill · avg 833 input tokens. A second system block repeats instructions that are already in the first.

    Output policy
    $482.94est.
  • Oversized retrieved context

    Document extract · avg 780 input tokens. Retrieved context is larger than the question. Trimming is a suggestion until you approve it.

    Output policyRecommendation
    $349.76est.
  • Repeated instructions

    Document extract · avg 780 input tokens. The same instruction appears in the system prompt and again beside the document.

    Output policyRecommendation
    $349.76est.