We have millions of vectors and need to choose between Pinecone and Milvus based on recent pricing and performance benchmarks.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We have millions of vectors and need to choose between Pinecone and Milvus based on recent pricing and performance benchmarks.
3 real searches · 1 real-search pass
Pinecone pricing 2026 serverless standard enterprise storage read write units official pricingGoogle ↗
OBSERVEDComparison
Milvus Zilliz Cloud pricing 2026 serverless dedicated clusters official pricingGoogle ↗
OBSERVEDComparison
Pinecone vs Milvus benchmark millions vectors performance latency QPS 2025 2026Google ↗
OBSERVEDReason
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). 2 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 pricing 2026 serverless standard enterprise storage read write units official pricing Google ↗
Milvus Zilliz Cloud pricing 2026 serverless dedicated clusters official pricing Google ↗
Pinecone vs Milvus benchmark millions vectors performance latency QPS 2025 2026 Google ↗
- Pricing · pinecone.io
- Pinecone Pricing: Serverless Storage, Read and Write Units, Plans · embeddingcost.com
- Cost Optimization | Cloud · docs.zilliz.com
- Dedicated Cluster Cost | Cloud · docs.zilliz.com
- Comparison · blog.milvus.io
- VectorDBBench · github.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Pinecone pricing 2026 serverless standard enterprise storage read write units official pricing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Milvus Zilliz Cloud pricing 2026 serverless dedicated clusters official pricing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Pinecone vs Milvus benchmark millions vectors performance latency QPS 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |