Give me a detailed pricing breakdown of Qdrant versus Pinecone including memory overhead costs for mid-sized production vector workloads
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Give me a detailed pricing breakdown of Qdrant versus Pinecone including memory overhead costs for mid-sized production vector workloads
4 real searches · 1 real-search pass
Qdrant Cloud pricing official pricing clusters RAM storage 2026Google ↗
OBSERVEDComparison
Pinecone pricing official serverless read units write units storage pricing 2026Google ↗
OBSERVEDOther / navigational
Qdrant memory sizing vector index HNSW overhead official documentationGoogle ↗
OBSERVEDReason
Pinecone serverless storage memory architecture pricing pod pricing official docs 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 (4)
Classes come from the query-classifier (a local Laya model). 4 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
Qdrant Cloud pricing official pricing clusters RAM storage 2026 Google ↗
Pinecone pricing official serverless read units write units storage pricing 2026 Google ↗
Qdrant memory sizing vector index HNSW overhead official documentation Google ↗
Pinecone serverless storage memory architecture pricing pod pricing official docs 2026 Google ↗
- Pricing for Cloud and Vector Database Solutions Qdrant · qdrant.tech
- Billing & Payments · qdrant.tech
- Pricing · pinecone.io
- Manage Serverless Costs with Read Units · pinecone.io
- Capacity Planning · qdrant.tech
- landing_page/qdrant-landing/content/documentation/ops-configuration/memory-tiers.md at master · qdrant/landing_page · github.com
- Vector databases for RAG 2026: costs at 10M vectors · ecorpit.com
- Vector Database Cost Calculator – Pinecone · wati.dev
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Qdrant Cloud pricing official pricing clusters RAM storage 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Pinecone pricing official serverless read units write units storage pricing 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Qdrant memory sizing vector index HNSW overhead official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Pinecone serverless storage memory architecture pricing pod pricing official docs 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |