Real ChatGPT answer · index seedJySkWjmPv38completeB2B software · AI and automation toolsinformational
How should I evaluate OpenAI API token consumption rates when estimating monthly costs for a personal productivity assistant?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How should I evaluate OpenAI API token consumption rates when estimating monthly costs for a personal productivity assistant?
3 real searches · 1 real-search pass
OpenAI API pricing input output cached input tokens official pricing 2026Google ↗
OBSERVEDConsequence
OpenAI API token usage tracking usage dashboard API documentation input_tokens output_tokens cached_tokensGoogle ↗
OBSERVEDOther / navigational
OpenAI prompt caching documentation automatic caching requirementsGoogle ↗
OBSERVEDInstruction
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
OpenAI API pricing input output cached input tokens official pricing 2026 Google ↗
OpenAI API token usage tracking usage dashboard API documentation input_tokens output_tokens cached_tokens Google ↗
OpenAI prompt caching documentation automatic caching requirements Google ↗
- OpenAI API pricing · openai.com
- Understanding and counting tokens · help.openai.com
- Observability and usage · developers.openai.com
- Reviewing API usage and costs · help.openai.com
- OpenAI token counting guide · developers.openai.com
- Prompt caching · developers.openai.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
OpenAI API pricing input output cached input tokens official pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
OpenAI API token usage tracking usage dashboard API documentation input_tokens output_tokens cached_tokens OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
OpenAI prompt caching documentation automatic caching requirements OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |