Real ChatGPT answer · index seedxl0XYs2BVagcompleteB2B software · AI and automation toolsinformational
How do the cost optimization features in the latest OpenAI API updates compare to using open-source models hosted on dedicated GPU instances?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do the cost optimization features in the latest OpenAI API updates compare to using open-source models hosted on dedicated GPU instances?
1 real search · 1 real-search pass
OpenAI API latest cost optimization updates 2026 pricing prompt caching batch flex processing model pricing 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)
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 API latest cost optimization updates 2026 pricing prompt caching batch flex processing model pricing 2026 Google ↗
- Cost optimization · developers.openai.com
- Prompt caching · developers.openai.com
- Flex processing · developers.openai.com
- Rent NVIDIA GPUs on demand: H100, H200, and B200 · lambda.ai
- H100 GPU · nvidia.com