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LLM Cost Audit

Resources

See exactly what your audit will look like.

A complete, illustrative findings report — the same structure you receive after a $750 assessment, on a fictional but realistic profile. Read it before you ever send a usage export.

Sample report — illustrative figures only. Contains no real company or client data. The design is the real deliverable; the numbers are made up to show the method.

Opens in a new tab, print-optimized. Use your browser's Print → Save as PDF for a PDF copy.

Baseline
$11k/mo
Optimized
$4.2k/mo
Unit cost
−62%
Preview · page 1Sample

Inference cost assessment

$11,000
Current / mo
$4,200
Optimized / mo
−62%
Unit cost
Before
$11,000
After
$4,200
LeakCurrentOptimized
Uncached repeated prefix$6,400$1,400
Frontier model on simple calls$2,400$1,100
Async jobs, no Batch API$1,200$700
Context & output hygiene$1,000$1,000

This is the format. Your figures would be real, drawn from your usage export.

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