Real ChatGPT answer · index seedzy0LOiPjsBscompleteB2B software · developer toolslocal

Our tiny startup in Parma needs to estimate OpenAI API costs before we sign up for our first production tier, so how do we calculate token usage for text summarization?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Our tiny startup in Parma needs to estimate OpenAI API costs before we sign up for our first production tier, so how do we calculate token usage for text summarization?
2 real searches · 1 real-search pass
OpenAI API pricing official input output tokens pricing 2026Google ↗
OBSERVED
OpenAI tokenizer tiktoken documentation count tokens officialGoogle ↗
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 tokens pricing 2026 Google ↗
OpenAI tokenizer tiktoken documentation count tokens official Google ↗
  1. API Platform · openai.com
  2. Pricing · developers.openai.com
  3. Counting tokens · developers.openai.com
  4. Understanding and counting tokens · help.openai.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
OpenAI API pricing official input output tokens pricing 2026
OBSERVED
Google ↗
AI Mode ↗
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of 1
OpenAI tokenizer tiktoken documentation count tokens official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1