Real ChatGPT answer · index seedYtjI1j4ovZIcompleteB2B software · AI and automation toolshowto

How do I audit our current OpenAI API spending to find out which specific prompts or features are costing us the most money this month?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do I audit our current OpenAI API spending to find out which specific prompts or features are costing us the most money this month?
2 real searches · 1 real-search pass
OpenAI API usage dashboard costs page group by project model API key endpoint documentationGoogle ↗
OBSERVEDOther / navigational
OpenAI API costs API endpoint organization costs usage attribution metadata prompt level tracking official docsGoogle ↗
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 (2)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
OpenAI API usage dashboard costs page group by project model API key endpoint documentation Google ↗
OpenAI API costs API endpoint organization costs usage attribution metadata prompt level tracking official docs Google ↗
  1. OpenAI Platform – Usage Dashboard · platform.openai.com
  2. OpenAI Billing Overview · platform.openai.com
  3. Reviewing API usage and costs · help.openai.com
  4. Exporting monthly usage details from the API Usage Dashboard · help.openai.com
  5. Costs · developers.openai.com
  6. Completions · developers.openai.com
  7. Usage · developers.openai.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
OpenAI API usage dashboard costs page group by project model API key endpoint documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
OpenAI API costs API endpoint organization costs usage attribution metadata prompt level tracking official docs
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1