Are OpenAI embedding costs lower than Cohere right now for building semantic code search into our developer productivity platform?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are OpenAI embedding costs lower than Cohere right now for building semantic code search into our developer productivity platform?
1 real search · 1 real-search pass
OpenAI embeddings API pricing text-embedding-3-small text-embedding-3-large current 2026 Cohere Embed pricing API officialGoogle ↗
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
OpenAI embeddings API pricing text-embedding-3-small text-embedding-3-large current 2026 Cohere Embed pricing API official Google ↗
- text-embedding-3-small Model · developers.openai.com
- Cohere's Embed Models (Details and Application) · docs.cohere.com
- Cohere API Pricing and Cost Calculator · oceanlab.in
- Embedding API Pricing: Cost per 1M Tokens Compared · aicostbudget.com