Real ChatGPT answer · index seedIfXqnBVZUiocompleteB2B software · developer toolsinformational

Are there any new pricing calculator tools for the OpenAI API that accurately predict embeddings costs for large scale document processing projects?

ChatGPTgpt-62 queries10/31/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Are there any new pricing calculator tools for the OpenAI API that accurately predict embeddings costs for large scale document processing projects?
2 real searches · 1 real-search pass
2026 OpenAI API embeddings pricing calculator tools token cost estimator large scale document processingGoogle ↗
OBSERVEDOther / navigational
OpenAI embeddings pricing calculator token estimator third party tools large documents batch APIGoogle ↗
OBSERVEDComparison

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 / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / 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
2026 OpenAI API embeddings pricing calculator tools token cost estimator large scale document processing Google ↗
OpenAI embeddings pricing calculator token estimator third party tools large documents batch API Google ↗
  1. Pricing · developers.openai.com
  2. text-embedding-3-large Model · developers.openai.com
  3. OpenAI Embeddings 2026: $0.02/M, Batch Halves It to $0.01 · embeddingcost.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 OpenAI API embeddings pricing calculator tools token cost estimator large scale document processing
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
OpenAI embeddings pricing calculator token estimator third party tools large documents batch API
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1