Pinecone vs Milvus vector database performance comparison for a small e-commerce product search engine
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Pinecone vs Milvus vector database performance comparison for a small e-commerce product search engine
3 real searches · 1 real-search pass
Pinecone vs Milvus vector database benchmark latency filtering performance official documentation 2025 2026Google ↗
OBSERVEDReason
Pinecone pricing serverless vector database pricing official 2026Google ↗
OBSERVEDOther / navigational
Milvus performance benchmark filtered search index official documentation 2025Google ↗
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). 3 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
Pinecone vs Milvus vector database benchmark latency filtering performance official documentation 2025 2026 Google ↗
Pinecone pricing serverless vector database pricing official 2026 Google ↗
Milvus performance benchmark filtered search index official documentation 2025 Google ↗
- Comparison · blog.milvus.io
- Milvus 2.2 Benchmark Test Report · milvus.io
- Vector Database Benchmark 2026: Qdrant vs Pinecone vs Weaviate vs Milvus (Real Tests) · app.ailog.fr
- Pricing · pinecone.io
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Pinecone vs Milvus vector database benchmark latency filtering performance official documentation 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Pinecone pricing serverless vector database pricing official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Milvus performance benchmark filtered search index official documentation 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |