Write a Python script that calculates token usage and estimates OpenAI API expenditure per user session based on live model pricing retrieved from their documentation.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Write a Python script that calculates token usage and estimates OpenAI API expenditure per user session based on live model pricing retrieved from their documentation.
1 real search · 1 real-search pass
OpenAI API pricing documentation official model input output cached input prices pricing page 2026Google ↗
OBSERVEDOther / navigational
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
OpenAI API pricing documentation official model input output cached input prices pricing page 2026 Google ↗
- Understanding and counting tokens · help.openai.com
- Reviewing API usage and costs · help.openai.com
- Official pricing documentation · developers.openai.com
- Prompt caching · developers.openai.com
- OpenAI Usage Dashboard · platform.openai.com