Real ChatGPT answer · index seedIoAw1b4dHBscompleteB2B software · developer toolscomparison

openai api pricing changes and how to estimate if fine tuning a model will fit into my monthly budget

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
openai api pricing changes and how to estimate if fine tuning a model will fit into my monthly budget
2 real searches · 1 real-search pass
OpenAI API pricing changes 2026 official pricing fine-tuning training inference pricingGoogle ↗
OBSERVEDConsequence
OpenAI fine-tuning pricing official documentation training tokens costGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequence50%Reason50%DefinitionInstructionYes / 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
OpenAI API pricing changes 2026 official pricing fine-tuning training inference pricing Google ↗
OpenAI fine-tuning pricing official documentation training tokens cost Google ↗
  1. Supervised fine-tuning · developers.openai.com
  2. Deprecations · developers.openai.com
  3. Pricing · developers.openai.com
  4. Understanding and counting tokens · help.openai.com
  5. Reviewing API usage and costs · help.openai.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
OpenAI API pricing changes 2026 official pricing fine-tuning training inference pricing
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
OpenAI fine-tuning pricing official documentation training tokens cost
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1