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Self-hosted vector database

Qdrant VPS hosting.

Deploy Qdrant in 1 click via Coolify on your KVM VPS – root access, NVMe storage, DDoS protection, locations in Europe & America.

19,543+ Reviews

Packages 1–3 of 9

Qdrant

Configure yourself

Your project. Your setup.

No package fits? Choose your CPU, RAM and storage—you only pay for what your project actually needs.

  • Powerful CPUs

  • 100 Gbit/s host network

  • Juniper Firewall

  • DDoS protection

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Live in 60 seconds · Cancel anytime · 14-day right of withdrawal

Self-hosted Qdrant

Run your own Qdrant vector database on a private VPS.

Qdrant lets your AI apps find answers by meaning, not by exact keywords. A support bot can pull the right help article, a RAG pipeline can grab the most relevant passages from your docs, and a shop can suggest similar products. Qdrant is an open-source vector database. It stores embeddings with JSON payloads and can filter on those payloads during search. At ZAP-Hosting you deploy it in one click from the Coolify app marketplace on your own KVM VPS.

With Qdrant on your own server, your embeddings and source documents stay on infrastructure you control. Root access lets you set the API key, put TLS in front of the API, tighten firewall rules and run n8n, Langflow or Ollama on the same machine. Coolify takes care of the container and persistent storage. SSH is always available if you want to tune on-disk storage or quantization by hand.

Run your own Qdrant vector database on a private VPS.

Qdrant features

Everything your vector search needs in one place

Semantic search with payload filters, a browser console for REST queries and built-in health metrics, all on your own Qdrant VPS.

Web UI for your collections

See every collection, point and payload at a glance in Qdrant's Web UI.

Semantic vector search

Your apps find answers by meaning, powered by HNSW-indexed embeddings.

Built-in API console

Try queries instantly in the browser. The dashboard console sends REST calls for you.

Plugs into your AI stack

Connect your RAG pipeline in minutes via LangChain, LlamaIndex, n8n or Langflow.

Health checks and metrics

Catch issues before your users do, with health endpoints and Prometheus metrics.

Locked-down API access

Only your apps get in, protected by an API key, a read-only key, TLS and firewall rules.

Locations in Europe and America

Your server. Your location.

4 data centers in Europe and America — choose the location closest to your users.

Europe

FFM/Eygelshoven

America

Dallas
Los Angeles
Ashburn

Inside Qdrant

What you can do with Qdrant

Qdrant stores embeddings with rich payloads and answers filtered similarity searches quickly. It is the retrieval layer for RAG, recommendations and semantic search.

Vector databaseFiltered similarity searchBuilt for RAGMade for developers

Qdrant

Collections

Qdrant

Collection overview

See all collections at a glance with their point counts and status, then open, edit or delete them in one click. Separate collections per project, tenant or embedding model keep your data organized.

One collection per projectLive point countsCreation datesEdit or delete in one click

Get started now

Qdrant on your VPS in minutes — no complicated setup.

Host Qdrant on a VPS

Backups & snapshots

Your VPS stays restorable.

Snapshots let you roll back quickly. ZapX Pass unlocks Restore, manual Backups, and longer retention for daily Backups.

Backups with ZapX Pass

SECURED
ZapX Pass
  • Manual Backups
  • Keep daily Backups longer

Snapshots for quick rollback

RECORDED
ZapX Pass
  • Snapshot before deployment
  • Jump back immediately
  • Snapshot with RAM

More control with ZapX Passextra storage, restore, Pass perks, and Lifetime VPS without activity checks

View ZapX Pass

Reviews

What customers say about ZAP-Hosting

Real feedback on support and setup.

4.4
19,543+ Reviews on Trustpilot

best of the hosting

best of the hosting

K
Kelkai
10 Nov 2026
ZAP-HostingReply
Best of the hosting? We'll happily put that on the wall, thank you! Whenever a question comes up, the ZAP-Hosting support team is available around the clock. 🏆
10 Nov 2026

perfect hosting plans

perfect hosting plans

T
Technologyfuture
8 Nov 2026
ZAP-HostingReply
Perfect plans is a big compliment, thank you! If a question about them ever comes up, the ZAP-Hosting support team can be reached around the clock (24/7). 🙌
8 Nov 2026

very nice trust worthy

very nice trust worthy

O
Odysseas Polomarkakis
7 Nov 2026
ZAP-HostingReply
Trust is something we work on every day, so reading this is great, thank you! ZAP-Hosting operates its own data centers, with servers built on dual AMD EPYC processors. 🚀
8 Nov 2026

thank you for zapk hosting it is best…

thank you for zapk hosting it is best in the world

A
ahma muhamad
7 Nov 2026
ZAP-HostingReply
That is an incredibly kind thing to say, thank you! And if a question ever pops up, our support at ZAP-Hosting is there for you 24/7. ⚡
8 Nov 2026

Super Support

Super Support

S
sdasdadsa
4 Nov 2026
ZAP-HostingReply
Support is what we are here for, so this one is music to our ears! The ZAP-Hosting support team is available around the clock, even for the small questions. Thank you! 🎧
5 Nov 2026

lifetime vps is pretty good

lifetime vps is pretty good

K
kikyo
27 Oct 2026

Easy to use and Very affordable.

Easy to use and Very affordable.

B
bondy
26 Oct 2026
ZAP-HostingReply
Easy to use and easy on the wallet? We'll happily take that review, thank you! Should a question come up along the way, the ZAP-Hosting support team is available 24/7. 🙌
26 Oct 2026

most stable server hosting platform at…

most stable server hosting platform at the time !

R
ryzex fn
25 Oct 2026
ZAP-HostingReply
Stability is what we care about most, so this made our day! In its own data centers ZAP-Hosting runs servers on dual AMD EPYC processors. Thank you! ⚡
25 Oct 2026

FAQ

Frequently asked questions about Qdrant

Answers to the most important questions before you start.

Qdrant itself is open-source software, so there is no license fee. You only pay for the VPS package it runs on, at a fixed price per package instead of usage-based cloud billing. The current prices for every package are shown live in the pricing section of this page.

  • Price depends on the VPS package, term and location
  • Run n8n or Ollama next to Qdrant on the same VPS
  • Prices can vary slightly by location

Yes. Qdrant is open source and ships as a Docker image, so it runs well on a VPS. At ZAP-Hosting you deploy it through the Coolify app marketplace on your own KVM VPS and keep full control over data, configuration and API keys.

  • Open-source Qdrant on your own server
  • REST and gRPC APIs available
  • Your data stays on infrastructure you control

Order a VPS, open One-Click Apps in the dashboard and pick Qdrant from the Coolify app marketplace. Coolify pulls the image, creates persistent storage and starts the service. You don't need to set up Docker or docker compose by hand. Read the One-Click Apps guide

  • 1. Choose a VPS package and location
  • 2. Install Qdrant via One-Click Apps
  • 3. Connect your app with the URL and API key

By default, Qdrant keeps vectors and the HNSW index in RAM for the fastest search, so RAM is the main sizing factor. Your needs grow with the number of vectors, their dimensions and your payload indexes. On-disk storage and quantization reduce RAM use considerably, so a small package is enough to start.

  • Start small for prototypes and RAG tests
  • Keep large, rarely queried vectors on disk
  • Scalar quantization shrinks the in-memory footprint

Yes. Every Qdrant VPS is a full KVM VPS with root access via SSH. You can edit the Qdrant config, add a reverse proxy with TLS, set firewall rules or install more tools next to Coolify. Learn how to connect via SSH

  • Root shell via SSH
  • API key, TLS and firewall under your control
  • Install extra services like Ollama or n8n

Yes. When your collections grow, you can move to a package with more RAM, vCPU and NVMe storage. On subscription rentals, Scale with Me adjusts resources to your load. Storage can be increased but not reduced.

  • Add RAM and vCPU as your vector count grows
  • Scale with Me for subscription VPS
  • Disk size can only go up

You can choose from ZAP-Hosting locations in Europe and America. Pick the one closest to your users or your other services. Teams in North America often start with Ashburn, Dallas or Los Angeles, and FFM/Eygelshoven is also available.

  • Locations in Europe and America, chosen at checkout
  • Place Qdrant close to your app servers for low latency
  • Prices can vary slightly by location

Yes. You can cancel your Qdrant VPS anytime in the dashboard. The cancellation takes effect at the end of your current term, and until then you can export your collections as Qdrant snapshots. How cancellation works

  • Cancel anytime in the dashboard
  • Flexible terms
  • Export collections as snapshots

Any more questions?

Contact Support

ZAPX Dashboard

The dashboard behind your Qdrant VPS

Monitor resources, open the console and manage DDoS protection for the VPS that runs your vector database, all in the ZapX panel.

zapx.zap-hosting.com/vserver
VPS DDoS Manager tab

VPS DDoS Manager tab

VPS DDoS Manager tab

ZapX AI Agent

Ask about your Qdrant VPS in plain English

Get clear answers on RAM sizing, API keys and container health for your Qdrant instance, plus safe next steps you confirm yourself.

RAM sizingAPI key setupFirewall rulesContainer logs

The ZapX AI Agent is part of ZapX Pass. Any action that changes your server always needs your confirmation first.

Discover ZapX Pass

ZapX AI Agent

panel.zap-hosting.com

Why are my Qdrant searches getting slower?
I'd start by checking RAM usage on your VPS. If vectors and the HNSW index no longer fit in memory, Qdrant has to read from disk. You can enable scalar quantization, move rarely used vectors to disk or switch to a package with more RAM.
How do I enable quantization?
You set quantization_config on the collection, for example scalar int8. I can explain the request step by step, and you decide when to run it.

Performance

Measured VPS performance for Qdrant

Fast vCPUs and NVMe storage help Qdrant build HNSW indexes faster after bulk uploads and keep on-disk collections responsive.

Top-tier Performance

High-performance VPS, CPU model depends on the location

ZAP-HostingPowerful server CPUs
Typical VPSHardware varies

Typical VPS plans without a published host CPU

confirmed 2026-07-01

Standard CPUPowerful server CPUs, model depends on the location
StorageEnterprise NVMe U.3, Ceph
Support24/7 AI + escalation

Methodology: July 2026 · mtr · iperf3 · fio · Smokeping

“Typical market” values reflect common providers in the relevant segment under comparable test conditions where applicable.

Live network status

Use cases

What teams build with Qdrant

From semantic product search to RAG chatbots, here is how developers and teams put a self-hosted Qdrant instance to work.

Ready to deploy?

Your Qdrant VPS is one click away.

Host Qdrant on a VPS

ZapX appComing soon

Your Qdrant VPS in your pocket

Check the status of the VPS behind your vector database, restart it and watch its resources from the ZapX mobile app.

Live CPU, RAM and disk usage on the go
Start, stop or restart the VPS in seconds
Reach the 24/7 support chat from anywhere

Also available

We also offer the following apps.

WireGuard, Coolify, monitoring, and more — one-click setup on your VPS.

Benefit

All apps included

The app marketplace is included with your VPS — no extra charge per installation.

One-Click AppsNo app surcharge

Choose your apps in the configurator and get started in minutes.

Ready?

Start your Qdrant VPS today.

Deploy Qdrant in one click, keep full root access and move to a bigger package as your collections grow. Cancel anytime.

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