Inputs
Include context size, attachments and repeated attempts.
PRACTICAL GUIDE
Understand usage, rate assumptions and accepted output before comparing AI workflow costs.
WHAT TO CONSIDER
Include context size, attachments and repeated attempts.
Compare work that meets the same review criteria.
Keep estimates tied to a known price version and currency.
STEP BY STEP
Start with a small example. Clarify requirements and review the result before using it.
Use a representative, repeatable workload.
Collect supported consumption and outcome records.
Use equivalent quality and scope.
Compare estimates with authoritative billing.
EXAMPLE WORKFLOW
An illustrative example using fictional data. It demonstrates an approach, not a real customer result.
Compare two approaches to drafting the same reviewed report.
Total attempts + context + accepted output quality → comparable usage → estimated cost with stated rates.
QUESTIONS AND ANSWERS
Use a representative, repeatable workload.
Compare estimates with authoritative billing.
Do not advertise savings without comparable measurements. Operational estimates are not invoices or guarantees of margin.
EXPLORE FURTHER
START WITH ONE TASK
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