Evaluate Pinecone versus Milvus serverless pricing and query latency for a semantic search engine handling ten million high-dimensional vectors.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Evaluate Pinecone versus Milvus serverless pricing and query latency for a semantic search engine handling ten million high-dimensional vectors.
7 real searches · 1 real-search pass
Pinecone pricing serverless read units write units storage pricing 2026 officialGoogle ↗
OBSERVEDOther / navigational
Zilliz Cloud serverless pricing CU read write storage 2026 official MilvusGoogle ↗
OBSERVEDOther / navigational
Pinecone vs Milvus benchmark query latency 10 million vectors high dimensional ANNGoogle ↗
OBSERVEDComparison
Milvus benchmark 10 million vectors latency recall HNSW IVF officialGoogle ↗
OBSERVEDReason
site:docs.pinecone.io serverless pricing read units $ per million read units storage GB pricing on-demandGoogle ↗
OBSERVEDOther / navigational
site:pinecone.io/pricing on-demand read unit write unit price per million storage GBGoogle ↗
OBSERVEDOther / navigational
site:zilliz.com/pricing serverless storage price GB vCU price 2026Google ↗
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 (7)
Classes come from the query-classifier (a local Laya model). 5 of 7 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT7 real searches · gpt-6
Pinecone pricing serverless read units write units storage pricing 2026 official Google ↗
Zilliz Cloud serverless pricing CU read write storage 2026 official Milvus Google ↗
Pinecone vs Milvus benchmark query latency 10 million vectors high dimensional ANN Google ↗
Milvus benchmark 10 million vectors latency recall HNSW IVF official Google ↗
site:docs.pinecone.io serverless pricing read units $ per million read units storage GB pricing on-demand Google ↗
site:pinecone.io/pricing on-demand read unit write unit price per million storage GB Google ↗
site:zilliz.com/pricing serverless storage price GB vCU price 2026 Google ↗
- Serverless Cluster Cost | Cloud · docs.zilliz.com
- Manage Serverless Costs with Read Units · pinecone.io
- Pricing · pinecone.io
- Up to 50x Cost Cut for Vector Search using Zilliz Cloud Serverless · zilliz.com
- Introducing Pinecone Serverless · pinecone.io
- How Pinecone Works: Architecture and Engineering Deep Dive · pinecone.io
- Vector Database Benchmark 2026: Qdrant vs Pinecone vs Weaviate vs Milvus (Real Tests) · app.ailog.fr
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
7 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Pinecone pricing serverless read units write units storage pricing 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Zilliz Cloud serverless pricing CU read write storage 2026 official Milvus OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Pinecone vs Milvus benchmark query latency 10 million vectors high dimensional ANN OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Milvus benchmark 10 million vectors latency recall HNSW IVF official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
site:docs.pinecone.io serverless pricing read units $ per million read units storage GB pricing on-demand OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:pinecone.io/pricing on-demand read unit write unit price per million storage GB OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:zilliz.com/pricing serverless storage price GB vCU price 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |