Real ChatGPT answer · index seedNxzhYwewAAscompleteB2B software · developer toolscomparison

Compare OpenAI API pricing models for GPT 4o versus fine tuning older models when working with a strict monthly allowance

ChatGPTgpt-61 query10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare OpenAI API pricing models for GPT 4o versus fine tuning older models when working with a strict monthly allowance
1 real search · 1 real-search pass
site:openai.com/api/pricing GPT-4o fine-tuning pricing training tokens inference models 2026Google ↗
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 (1)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
site:openai.com/api/pricing GPT-4o fine-tuning pricing training tokens inference models 2026 Google ↗
  1. Pricing · developers.openai.com
  2. GPT-4o Model · developers.openai.com
  3. Fine-tuning now available for GPT-4o · openai.com
  4. Model optimization · developers.openai.com
  5. Managing projects in the API platform · help.openai.com
  6. Spend limits · developers.openai.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
site:openai.com/api/pricing GPT-4o fine-tuning pricing training tokens inference models 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1