Real ChatGPT answer · index seedfWTOHNnRDdccompleteB2B software · AI and automation toolshowto

How do OpenAI API credit tiers affect our monthly billing if we frequently switch between GPT-4o and embedding models?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do OpenAI API credit tiers affect our monthly billing if we frequently switch between GPT-4o and embedding models?
2 real searches · 1 real-search pass
site:help.openai.com API prepaid billing credits usage tiers monthly billing API credits 2026Google ↗
OBSERVEDOther / navigational
site:platform.openai.com/docs/pricing GPT-4o embeddings pricing API tokensGoogle ↗
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 (2)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

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

Searches and sources

ChatGPT2 real searches · gpt-6
site:help.openai.com API prepaid billing credits usage tiers monthly billing API credits 2026 Google ↗
site:platform.openai.com/docs/pricing GPT-4o embeddings pricing API tokens Google ↗
  1. Troubleshooting API usage and spend limits · help.openai.com
  2. Reviewing API usage and costs · help.openai.com
  3. current OpenAI pricing page · developers.openai.com
  4. GPT-4o Model · developers.openai.com
  5. Setting up and managing prepaid API billing · help.openai.com
  6. Setting up and managing prepaid API billing · help.openai.com
  7. OpenAI Usage Dashboard · platform.openai.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
site:help.openai.com API prepaid billing credits usage tiers monthly billing API credits 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:platform.openai.com/docs/pricing GPT-4o embeddings pricing API tokens
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1