Real ChatGPT answer · index seedZqixP46GY9EcompleteB2B software · data and analytics platformscomparison
Which vector database has the lowest total cost of ownership for running semantic search at scale without expensive enterprise licenses
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which vector database has the lowest total cost of ownership for running semantic search at scale without expensive enterprise licenses
4 real searches · 1 real-search pass
vector database self-hosted managed pricing total cost ownership semantic search scale 2026 Qdrant Milvus Weaviate pgvectorGoogle ↗
OBSERVED
Qdrant pricing cloud open source pricing 2026Google ↗
OBSERVED
Milvus Zilliz Cloud pricing open source pricing 2026Google ↗
OBSERVED
Weaviate pricing serverless self hosted 2026Google ↗
OBSERVED
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.
Classifying 4 queries…
Searches and sources
ChatGPT4 real searches · gpt-6
vector database self-hosted managed pricing total cost ownership semantic search scale 2026 Qdrant Milvus Weaviate pgvector Google ↗
Qdrant pricing cloud open source pricing 2026 Google ↗
Milvus Zilliz Cloud pricing open source pricing 2026 Google ↗
Weaviate pricing serverless self hosted 2026 Google ↗
- Best Self-Hosted Vector Databases (2026) · aquila.network
- Best Vector Databases in 2026: 9 Picks With Code · techsy.io
- Official website · qdrant.tech
- Pricing for Cloud and Vector Database Solutions Qdrant · qdrant.tech
- Project · github.com
- Project · milvus.io
- Pricing · weaviate.io
- Vector Database Cost Comparison 2026 · devzone.tools
- Vector database pricing compared: Pinecone, Qdrant, Weaviate, Zilliz, turbopuffer, Supabase, Neon, self-hosted · c17.io
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
vector database self-hosted managed pricing total cost ownership semantic search scale 2026 Qdrant Milvus Weaviate pgvector OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Qdrant pricing cloud open source pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Milvus Zilliz Cloud pricing open source pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Weaviate pricing serverless self hosted 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |