Real ChatGPT answer · index seedyaugAsAHkiYcompleteB2B software · developer toolscomparison

What hidden fees should I watch out for when estimating OpenAI API costs for a multi-tenant AI wrapper application with heavy user traffic?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What hidden fees should I watch out for when estimating OpenAI API costs for a multi-tenant AI wrapper application with heavy user traffic?
2 real searches · 1 real-search pass
OpenAI API pricing official input output cached tokens tools image audio batch pricing 2026Google ↗
OBSERVED
OpenAI API billing costs rate limits storage vector stores web search file search official documentationGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
OpenAI API pricing official input output cached tokens tools image audio batch pricing 2026 Google ↗
OpenAI API billing costs rate limits storage vector stores web search file search official documentation Google ↗
  1. Pricing · developers.openai.com
  2. Pricing · developers.openai.com
  3. Retrieval · developers.openai.com
  4. Pricing · developers.openai.com
  5. Pricing · developers.openai.com
  6. Rate limits · developers.openai.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
OpenAI API pricing official input output cached tokens tools image audio batch pricing 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
OpenAI API billing costs rate limits storage vector stores web search file search official documentation
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1