How does Pinecone pricing scale compared to Qdrant when we hit ten million vector embeddings for our internal search tool
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does Pinecone pricing scale compared to Qdrant when we hit ten million vector embeddings for our internal search tool
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Pinecone pricing official serverless read units write units storage pricing 2026 Google ↗
Qdrant Cloud pricing official pricing plans 2026 vector database Google ↗
- Pricing · pinecone.io
- Pricing for Cloud and Vector Database Solutions Qdrant · qdrant.tech
- Billing & Payments · qdrant.tech
- Qdrant Cloud · cloud.qdrant.io
- Pinecone Pricing: Serverless Storage, Read and Write Units, Plans · embeddingcost.com
- Manage Serverless Costs with Read Units · pinecone.io
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Pinecone pricing official serverless read units write units storage pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Qdrant Cloud pricing official pricing plans 2026 vector database OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |