What are the actual monthly server costs of running a small production vector database on AWS versus using a managed service like Qdrant
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the actual monthly server costs of running a small production vector database on AWS versus using a managed service like Qdrant
1 real search · 1 real-search pass
AWS EC2 pricing gp3 EBS us-east-1 t3.medium t3.large monthly on demand 2026; AWS OpenSearch vector engine pricing; Qdrant Cloud pricing dedicated cluster monthlyGoogle ↗
OBSERVED
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.
Classifying 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
AWS EC2 pricing gp3 EBS us-east-1 t3.medium t3.large monthly on demand 2026; AWS OpenSearch vector engine pricing; Qdrant Cloud pricing dedicated cluster monthly Google ↗
- t3.large pricing: $60.7360 monthly · economize.cloud
- t3.large Pricing in US East (N. Virginia) · cloud.cloudquell.com
- Qdrant pricing · qdrant.tech
- Billing & Payments · qdrant.tech
- Qdrant Cloud · cloud.qdrant.io
- Open Qdrant capacity calculator · cloud.qdrant.io