Real ChatGPT answer · index seedNIMHfBQzWBMcompleteB2B software · data and analytics platformscommercial
What are the realistic compute and storage costs of running heavy vector similarity searches in a production B2B software environment?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the realistic compute and storage costs of running heavy vector similarity searches in a production B2B software environment?
3 real searches · 1 real-search pass
2026 vector database pricing Pinecone serverless Qdrant Cloud AWS OpenSearch vector search pricing pgvector infrastructure costGoogle ↗
OBSERVEDComparison
AWS OpenSearch Service pricing instances storage current 2026 vector searchGoogle ↗
OBSERVEDComparison
Pinecone pricing serverless read units storage 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 (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
2026 vector database pricing Pinecone serverless Qdrant Cloud AWS OpenSearch vector search pricing pgvector infrastructure cost Google ↗
AWS OpenSearch Service pricing instances storage current 2026 vector search Google ↗
Pinecone pricing serverless read units storage pricing 2026 Google ↗
- Amazon OpenSearch Service · aws.amazon.com
- Amazon OpenSearch Service · aws.amazon.com
- Pricing · pinecone.io
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 vector database pricing Pinecone serverless Qdrant Cloud AWS OpenSearch vector search pricing pgvector infrastructure cost OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
AWS OpenSearch Service pricing instances storage current 2026 vector search OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Pinecone pricing serverless read units storage pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |