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
Qdrant is an open-source vector search engine and database offering managed cloud clusters for semantic search, recommendation engines, and LLM memory.
Descriptors appear as QDRANT* VECTOR SEARCH, QDRANT GMBH, or QDRANT CLOUD. Billed monthly based on provisioned cluster memory (RAM), vCPUs, and disk storage.
Don’t recognize it? Common scenarios
- 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.
Dispute Rights & Fraud Prevention
If you suspect this charge is unauthorized or incorrect, federal regulations protect your payment card.
Review your recent statements carefully and notify your financial institution within 60 days of the statement date.
What should I do if I do not recognize this charge?
First check with household or team members who have permission to use your account. If the transaction was not authorized by anyone on your card, contact your bank or card issuer immediately to report it. Under the Fair Credit Billing Act (FCBA), you have 60 days from the statement date to dispute unauthorized credit card charges.
How long does a billing dispute take to resolve?
Under federal rules, your bank must acknowledge your written inquiry within 30 days and resolve the dispute within two billing cycles (up to 90 days). The bank typically issues a provisional credit while they investigate.
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