Real ChatGPT answer · index seedjdQml9ZaDfkcompleteB2B software · data and analytics platformscommercial
Pinecone versus Milvus versus Qdrant, which one offers the best cost-to-performance ratio for a growing B2B analytics platform?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Pinecone versus Milvus versus Qdrant, which one offers the best cost-to-performance ratio for a growing B2B analytics platform?
4 real searches · 1 real-search pass
Pinecone pricing serverless vector database pricing official 2026Google ↗
OBSERVEDOther / navigational
Qdrant cloud pricing managed self hosted official pricing 2026Google ↗
OBSERVEDOther / navigational
Milvus pricing Zilliz Cloud pricing self hosted official 2026Google ↗
OBSERVEDComparison
Pinecone vs Qdrant vs Milvus benchmark filtering multi tenancy vector database comparisonGoogle ↗
OBSERVEDComparison
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 (4)
Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
Pinecone pricing serverless vector database pricing official 2026 Google ↗
Qdrant cloud pricing managed self hosted official pricing 2026 Google ↗
Milvus pricing Zilliz Cloud pricing self hosted official 2026 Google ↗
Pinecone vs Qdrant vs Milvus benchmark filtering multi tenancy vector database comparison Google ↗
- Pricing · pinecone.io
- Pricing for Cloud and Vector Database Solutions Qdrant · qdrant.tech
- Billing & Payments · qdrant.tech
- Cost Optimization | Cloud · docs.zilliz.com
- Vector Database Benchmark 2026: Qdrant vs Pinecone vs Weaviate vs Milvus (Real Tests) · app.ailog.fr
- Milvus Architecture Overview Milvus v2.5.x documentation · milvus.io
- Milvus Architecture Overview · milvus.io
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Pinecone pricing serverless vector database pricing official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Qdrant cloud pricing managed self hosted official pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Milvus pricing Zilliz Cloud pricing self hosted official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Pinecone vs Qdrant vs Milvus benchmark filtering multi tenancy vector database comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |