How do I compare the current pricing models of Milvus and Qdrant to find the most cost effective vector database for our data scale
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I compare the current pricing models of Milvus and Qdrant to find the most cost effective vector database for our data scale
3 real searches · 1 real-search pass
Milvus Zilliz Cloud pricing current 2026 pricing serverless dedicated storage compute officialGoogle ↗
OBSERVEDOther / navigational
Qdrant Cloud pricing current 2026 pricing cloud clusters serverless officialGoogle ↗
OBSERVEDOther / navigational
Milvus vs Qdrant benchmark memory storage indexing cost vectors dimensionsGoogle ↗
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 (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
Milvus Zilliz Cloud pricing current 2026 pricing serverless dedicated storage compute official Google ↗
Qdrant Cloud pricing current 2026 pricing cloud clusters serverless official Google ↗
Milvus vs Qdrant benchmark memory storage indexing cost vectors dimensions Google ↗
- Milvus / Zilliz pricing · milvus.io
- Qdrant pricing · qdrant.tech
- Billing & Payments · qdrant.tech
- Product FAQ · milvus.io
- Cost Optimization | Cloud · docs.zilliz.com
- Milvus vs. Qdrant architecture comparison · milvus.io
- Qdrant benchmark results · qdrant.tech
- VectorDBBench benchmarking framework · github.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Milvus Zilliz Cloud pricing current 2026 pricing serverless dedicated storage compute official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Qdrant Cloud pricing current 2026 pricing cloud clusters serverless official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Milvus vs Qdrant benchmark memory storage indexing cost vectors dimensions OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |