Text models
Estimate GPT-6 API spending
Plan a budget by task difficulty and verify the final token charges.
Separate routine and complex work
Measure simple replies, long-context requests, and multi-step tool use individually. Their input and output distributions can differ substantially.
Verify with a request ID
Get a hold estimate, run the request, and use the response request ID to inspect billed usage. Update your budget with observed output lengths.