Looking for an honest cost comparison of managed vector databases versus self hosted solutions for an AI powered search feature
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for an honest cost comparison of managed vector databases versus self hosted solutions for an AI powered search feature
2 real searches · 1 real-search pass
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)
Classes come from the query-classifier (a local Laya model). 1 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
managed vector database pricing Pinecone Qdrant Cloud Weaviate Cloud 2026 pricing self hosted cost comparison Google ↗
self hosted vector database production operations costs backups monitoring scaling engineering overhead Qdrant Weaviate Milvus Google ↗
- Vector Database Pricing — Pinecone vs Weaviate vs Qdrant · getaicost.com
- Vector database pricing compared: Pinecone, Qdrant, Weaviate, Zilliz, turbopuffer, Supabase, Neon, self-hosted · c17.io
- Vector Database Pricing · weaviate.io
- Vector Database Cost Comparison 2026 · devzone.tools
- Vector Database Cost Calculator · devzone.tools
- Vector Database Comparison 2026: pgvector, Pinecone, Qdrant, More · anthraai.com
- Qdrant · qdrant.tech
- pgvector · github.com
- Pinecone · pinecone.io
- Weaviate · weaviate.io
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
managed vector database pricing Pinecone Qdrant Cloud Weaviate Cloud 2026 pricing self hosted cost comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
self hosted vector database production operations costs backups monitoring scaling engineering overhead Qdrant Weaviate Milvus OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |