The short answer
A charge from QDRANT* VECTOR SEARCH represents managed vector similarity search clusters, hybrid search indexing, or cloud database hosting from Qdrant Solutions GmbH.
Why it shows up like this
A statement descriptor reading QDRANT* VECTOR SEARCH represents a cloud database hosting fee or managed vector similarity search service provided by Qdrant Solutions GmbH. Developers and artificial intelligence engineering teams rely on this cloud platform to power semantic search engines, recommendation systems, and large language model memory architectures.
Customers typically encounter this billing entry when an active managed cloud cluster remains running in Qdrant Cloud or when an ongoing monthly subscription plan renews automatically. Billing calculates hourly based on the provisioned RAM, virtual CPU cores, and disk storage allocated to active database clusters deployed across major cloud infrastructure providers.
To verify the charge, log into your cloud console account dashboard to inspect active cluster node allocations and download itemized PDF invoices. You can delete unneeded managed clusters directly through the console interface to stop hourly compute billing immediately, or contact support if you suspect an unauthorized transaction. Keeping close track of your monthly statements ensures complete financial security and prevents unexpected surprises from recurring charges.
Don’t recognize it? Common scenarios
If you do not recognize this developer charge, verify whether another engineer on your team created a vector cluster for an AI project or data pipeline.
- A dedicated or hybrid vector cluster remained running in Qdrant Cloud across AWS, GCP, or Azure.
- An ongoing monthly managed cluster plan renewed automatically on the account card.
- Disk storage was expanded to accommodate high-dimensional AI embeddings.
How to locate the invoice and cancel
- Log in to Qdrant Cloud Console Open cloud.qdrant.io and sign in with your credentials.
- Open Billing Overview review to Billing to review cluster node sizes and download PDF invoices.
- Delete Managed Cluster Select Clusters, choose your active cluster, and click Delete to stop ongoing hourly cluster charges.
Frequently Asked Questions
How does Qdrant Cloud bill for clusters?
Qdrant Cloud charges per hour based on the allocated memory and CPU size of your managed cluster nodes.
Can I receive a refund from Qdrant?
Cluster compute hours are non-refundable. Deleting running clusters stops future billing immediately.
Independent reference — not affiliated with Qdrant Solutions GmbH. Billing names and policies change; verify with the merchant or your bank before acting.
Verified sources
Every claim on this page is checked against official sources — open them to confirm before you call your bank.
- Qdrant Cloud Pricing & Cluster Sizing Guide https://qdrant.tech
- CFPB: Disputing Unrecognized Charges https://www.consumerfinance.gov
Reviewed Aug 15, 2026 · high · About UnknownCharges