Which vector database provider has the lowest query latency for a ten million vector dataset that we need to migrate to by end of week?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which vector database provider has the lowest query latency for a ten million vector dataset that we need to migrate to by end of week?
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
2026 vector database benchmark 10 million vectors query latency p95 Pinecone Qdrant Weaviate Milvus benchmark Google ↗
ANN benchmarks 10M vectors vector database latency recall filtered search 2026 Google ↗
- Vector Databases Compared: Pinecone vs Weaviate vs Qdrant vs Milvus · growthstack.dev
- Vector Database Benchmark 2026: Qdrant vs Pinecone vs Weaviate vs Milvus (Real Tests) · app.ailog.fr
- Vector Search Benchmarks · qdrant.tech
- Qdrant website · qdrant.tech
- Milvus · milvus.io
- Zilliz Cloud · zilliz.com
- Pinecone website · pinecone.io
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 vector database benchmark 10 million vectors query latency p95 Pinecone Qdrant Weaviate Milvus benchmark OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
ANN benchmarks 10M vectors vector database latency recall filtered search 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |