What is Qdrant and what does it do?
Qdrant is Efficient, scalable vector search engine for high-performance AI, ML, and semantic search applications. Qdrant is an advanced, high-performance vector database and search engine optimized for similarity search on large-scale, high-dimensional datasets. It features fast and efficient indexing (including HNSW), payload-based filtering, advanced compression techniques, distributed cloud-native architecture, multitenancy, easy-to-use APIs, enterprise-grade security, and seamless integration with leading embedding frameworks. Available on Web App, API, Qdrant is designed to enhance productivity and deliver professional-grade search & discovery capabilities.
How much does Qdrant cost?
Qdrant offers Freemium, Enterprise, Contact for Pricing pricing options. Free 1GB cloud forever tier. Managed Cloud hourly from $0.014/hr (~$10/month). Paid Community plan from $25/month. Enterprise/Private Cloud: contact for pricing. Current estimates suggest pricing from $0 – $25 / month. You can start with a free tier to test the platform before committing to a paid plan. For the most current pricing details and plan comparisons, visit the official Qdrant pricing page or contact their sales team for custom enterprise quotes.
Is Qdrant secure and compliant with data privacy regulations?
Qdrant takes data privacy seriously and implements industry-standard security measures. Data is hosted in Global, providing transparency about where your information resides. For comprehensive details about data handling, encryption, and privacy practices, review their official privacy policy. Security and compliance are continuously updated to meet evolving industry standards.
What platforms does Qdrant support?
Qdrant is available on Web App, API. The web application provides full functionality directly in your browser without requiring downloads. API access allows developers to integrate Qdrant capabilities directly into their own applications and workflows. This multi-platform approach ensures you can use Qdrant wherever and however you work best.
How can I try Qdrant before purchasing?
The freemium model gives you access to essential features at no cost, with premium capabilities available through paid upgrades. Testing the platform before committing ensures it meets your specific requirements and integrates smoothly with your existing workflows. Support for Python, Java, Go, Rust makes it accessible to global users.
What file formats does Qdrant support?
Qdrant accepts Qdrant supports input data in various formats including CSV, JSON, and binary. as input formats, making it compatible with your existing files and workflows. Output is delivered in Search results from Qdrant can be retrieved in JSON format for easy integration with different applications., ensuring compatibility with downstream tools and platforms. This format flexibility allows seamless integration into diverse tech stacks and creative pipelines. Whether you're importing data, exporting results, or chaining multiple tools together, Qdrant handles format conversions efficiently without manual intervention.
Who develops and maintains Qdrant?
Qdrant is developed and maintained by Qdrant, based in Germany. Most recently updated in September 2025, the platform remains actively maintained with regular feature releases and bug fixes. This ongoing commitment ensures Qdrant stays competitive and aligned with industry best practices.
How do I get access to Qdrant?
Qdrant is freely available to everyone without registration requirements. You can start using the platform immediately without going through lengthy approval processes.
How is usage measured and billed in Qdrant?
Qdrant uses API Calls, Storage as billing metrics. API-based billing tracks the number of requests made to the service, providing predictable costs for developers. This usage model ensures you only pay for what you actually use, avoiding unnecessary overhead costs for features you don't need.
What deployment options does Qdrant offer?
Qdrant supports Cloud deployment configurations. Cloud-hosted options provide instant scalability without infrastructure management overhead. Choose the deployment model that best aligns with your technical requirements, security constraints, and operational preferences.
Who is Qdrant best suited for?
Qdrant is primarily designed for Software Developers, Scientists, Entrepreneurs and Educators. Professionals in search & discovery find it invaluable for streamlining their daily tasks. Whether you need automation, creative assistance, data analysis, or communication support, Qdrant provides valuable capabilities for multiple use cases and skill levels.
Does Qdrant offer APIs or SDKs?
Yes, Qdrant provides SDK support for Python, Go. This enables developers to integrate the tool's capabilities into custom applications.
Is Qdrant open source?
Yes, Qdrant is open source, meaning the source code is publicly available for inspection, modification, and contribution. This transparency allows developers to verify security practices, customize functionality for specific needs, and contribute improvements back to the community. Open source projects often benefit from rapid innovation and community-driven development. Qdrant maintains the project while welcoming community contributions. You can self-host the solution for complete control over your data and deployment environment.
Does Qdrant receive regular updates?
Qdrant is actively maintained with regular updates to improve features, security, and performance. Qdrant continuously develops the platform based on user feedback and industry advancements. Updates typically include new AI capabilities, interface improvements, bug fixes, and security patches. Comprehensive API documentation is kept current with each release, making it easy for developers to leverage new features. Staying up-to-date ensures you benefit from the latest AI advancements and best practices in search & discovery.
What do users say about Qdrant?
Qdrant has received 1 user review with an average rating of 5.0 out of 5 stars. This exceptional rating reflects strong user satisfaction and demonstrates the platform's ability to deliver real value. Additionally, Qdrant has received 4 upvotes from the community, indicating strong interest and recommendation. Reading detailed reviews helps you understand real-world performance, common use cases, and potential limitations before committing to the platform.
Is the information about Qdrant up-to-date and verified?
Yes, Qdrant's listing was last verified within the past quarter by our editorial team. We regularly review and update tool information to maintain accuracy. Our verification process checks pricing accuracy, feature availability, platform support, and official links. If you notice outdated information, you can submit corrections through our community contribution system to help keep the directory current and reliable for all users.
How does Qdrant compare to other Search & Discovery tools?
Qdrant distinguishes itself in the Search & Discovery category through accessible pricing options that lower the barrier to entry. When evaluating options, consider your specific requirements around pricing, features, integrations, and compliance to determine the best fit for your use case.
How difficult is it to learn Qdrant?
The learning curve for Qdrant varies depending on your experience level and use case complexity. Comprehensive API documentation supports developers who need to integrate the tool programmatically. Most users report becoming productive within a few days depending on their background. Qdrant balances powerful capabilities with intuitive interfaces to minimize the time from signup to value delivery.
How often is Qdrant updated with new features?
Qdrant was most recently updated in September 2025, demonstrating active ongoing development. Qdrant maintains a development roadmap informed by user feedback and market trends. Regular updates typically include performance optimizations, bug fixes, security patches, and new capabilities that expand the tool's functionality. This frequent update cadence ensures the platform stays current with rapidly evolving AI technologies.
What support resources are available for Qdrant?
Qdrant provides multiple support channels to help users succeed. Comprehensive API documentation covers technical integration details, code examples, and troubleshooting guides. Privacy policy documentation explains data handling practices and compliance measures. Qdrant typically offers additional support through email, chat, or ticketing systems depending on your plan. The combination of self-service resources and direct support channels ensures you can resolve issues quickly and maximize your investment in the platform.
Is Qdrant a reliable long-term choice?
When evaluating Qdrant for long-term use, consider several indicators: Development by Qdrant provides organizational backing and accountability. Growing community interest indicates positive momentum. High user satisfaction ratings suggest the platform delivers on its promises. Recent updates demonstrate active maintenance and feature development. The open-source nature reduces vendor lock-in risks and enables community-driven continuity. Consider your specific requirements, budget constraints, and risk tolerance when making long-term platform commitments.
