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EDB Postgres Advanced Server vs Qdrant comparison

Why PeerSpot?
EnterpriseDB and Qdrant are both solutions in the Open Source Databases category. EnterpriseDB is ranked #13 with an average rating of 7.5, while Qdrant is ranked #5 with an average rating of 8.8. EnterpriseDB holds a 2.3% mindshare in OSD, compared to Qdrant’s 4.3% mindshare. Additionally, 92% of EnterpriseDB users are willing to recommend the solution, compared to 100% of Qdrant users who would recommend it.
EDB Postgres Advanced Server
Read 12 EDB Postgres Advanced Server reviews
  • 2,248 Views
  • 2,248 Comparison Views
92% willing to recommend
Qdrant
Read 11 Qdrant reviews
  • 5,720 Views
  • 2,402 Comparison Views
100% willing to recommend
 

Comparison Buyer's Guide

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Executive Summary
We performed a comparison between EDB Postgres Advanced Server and Qdrant based on real PeerSpot user reviews.

Find out in this report how the two Open Source Databases solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.

DOWNLOAD THE COMPLETE REPORT
To learn more, read our detailed EDB Postgres Advanced Server vs. Qdrant Report (Updated: September 2026).
Buyer's Guide
EDB Postgres Advanced Server vs. Qdrant
September 2026
Download the complete report
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Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

EDB Postgres Advanced Server
Ranking in Open Source Databases
13th
Average Rating
7.8
Reviews Sentiment
7.2
Number of Reviews
12
Ranking in other categories
No ranking in other categories
Qdrant
Ranking in Open Source Databases
5th
Average Rating
9.0
Reviews Sentiment
5.4
Number of Reviews
11
Ranking in other categories
Vector Databases (2nd), AI Data Analysis (6th)
 

Mindshare comparison

As of October 2026, in the Open Source Databases category, the mindshare of EDB Postgres Advanced Server is 2.3%, down from 2.5% compared to the previous year. The mindshare of Qdrant is 4.3%, up from 4.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Open Source Databases Mindshare Distribution
ProductMindshare (%)
Qdrant4.3%
EDB Postgres Advanced Server2.3%
Other93.4%
Open Source Databases
 

Featured Reviews

SB
Shardul Borhade
Database Engineer at a tech vendor with 1-10 employees
Centralized management has reduced database overhead but pricing and documentation have needed work
What I appreciate about EDB Postgres Advanced Server is that it offers management tools such as PEM and CNPG under one umbrella, providing enterprise features that eliminate the need for multiple engineers to maintain PostgreSQL databases, although it is somewhat expensive. I evaluate the technical support and customer service of EDB Postgres Advanced Server as really good, as I have sought their help three to four times regarding issues with PEM configuration, and they respond quickly and solve issues promptly. I would rate the technical support of EDB Postgres Advanced Server an 8 out of 10. EDB Postgres Advanced Server's high availability and disaster recovery features, specifically the introduction of CNPG based on Kubernetes, are good, but they require significant infrastructure overhead, which I believe necessitates a lightweight integration model for better performance. I rate the efficiency improvements from EDB Postgres Advanced Server a 10 out of 10 when it comes to Oracle compatibility. Its native support for Oracle's PL/SQL syntax makes evaluating and migrating legacy workloads incredibly smooth, bypassing the typical headaches of manual code rewrites.
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Pawel Cislo - PeerSpot reviewer
Pawel Cislo
MLOps Engineer at a tech services company with 501-1,000 employees
Adaptive assistant has delivered faster grounded answers and has reduced token costs significantly
The main limitations I notice come down to developer experience and native features rather than performance. Building hybrid retrieval and fusion pipelines still requires considerable manual orchestration and code. Having more built-in multi-query fusion strategies natively inside Qdrant would be a significant time-saver. Additionally, managing dynamic metadata schemas and tracking index build progress during bulk ingest could be more transparent in the web UI. To make things easier for developers, Qdrant could provide more native tools for managing payload schema evolution over time. As metadata needs change in production RAG systems, updating existing payloads across large collections currently requires custom migration scripts. Built-in schema versioning and simpler automated index testing during CI/CD would make running Qdrant in rapidly evolving production environments even smoother. I rate Qdrant 9 out of 10 because its speed, sub-15 millisecond retrieval, and single-stage payload filtering make it top-tier for production RAG pipelines. I deduct one point mainly for developer experience. Setting up multi-query fusion still requires extra boilerplate code, payload metadata schema updates require custom migration scripts, and real-time visibility into HNSW graph indexing progress during bulk ingest could be improved in the web UI.
Read full review

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"I like that EDB Postgres Advanced Server scales well. A valuable feature of the solution is multi-tenancy support. It also supports JSONB."
"It gives us a solid, less expensive alternative to deploying with Oracle."
"The low cost and functionality allows us to save money on smaller database projects."
"What I appreciate about EDB Postgres Advanced Server is that it offers management tools such as PEM and CNPG under one umbrella, providing enterprise features that eliminate the need for multiple engineers to maintain PostgreSQL databases, although it is somewhat expensive."
"The product is user-friendly."
"Cost/benefit wise Postgres is a great solution."
"The number of indices available in Postgres is remarkable."
"The feature of vector database management for AI is quite interesting and impactful."
More EDB Postgres Advanced Server pros
"We saw a clear return on investment from Qdrant, particularly in the engineering time saved and the empowerment of team members to handle self-service tasks instead of reducing headcount."
"Qdrant has reduced our response time to less than one second for our 128 KB token sizes, and we are satisfied with that performance."
"An accuracy boost was definitely observed from 45 to 50% using Faiss to around 85 to 95% using Qdrant, and the users are really happy as they are getting suggested really good schemes that would take a lot of time to find."
"Qdrant has positively impacted my organization mainly by reducing usage costs for AI because in the older system, in order to get the context, we were just dumping everything into the system, which would inflate the cost of the API, whatever AI we were using, such as OpenAI or Claude."
"Qdrant is one of the best vector databases out there that is also open source."
"Qdrant has positively impacted my organization by significantly improving our RAG system's latency, cost-efficiency, and accuracy."
"Qdrant is an excellent vector database that anyone would want to use with RAG AI."
"Using Qdrant's hybrid search capability has improved my search results."
More Qdrant pros
 

Cons

"The system is aging and not keeping up with the performance of new, enhanced database models."
"From a pricing perspective, I do not find it cost-effective from DBtune's SaaS perspective as we are just testing it, but for enterprises, it is worth it as you do not require many engineers for management and receive good support."
"There aren't specific new features we wish to add."
"The security is not very robust and the product would be much more useful with more security options."
"Postgres performance is suffering and the product model is not doing enough to keep current."
"Lighter integration model for containerized deployment. Effectively, there still remain some issues with a containerized deployment, so we have opted for a non-containerized deployment."
"I have faced performance issues in the community edition."
"It suffers issues ranging from data corruption to failing to delete temporary files which then necessitate us having to perform server restarts."
More EDB Postgres Advanced Server cons
"A pain point I have encountered was the inactive expiration of the cloud created for certain projects; if the cloud is not used for a week, it gets terminated, which is frustrating."
"Qdrant is available through a containerized Docker, but a normal deployment in Qdrant is not there, and that can actually be worked out."
"The area for improvement in Qdrant is its clustering capability. While it has clustering functionality, it is not easy to set up, and not everyone can configure the clustering, so there is room for improvement in the clustering configuration."
"There can always be improvements needed for Qdrant, but I do not want to add anything at this time."
"One of the key limitations is that Qdrant does not have built-in role-based access control, and while being self-hosted is a benefit, it can also be improved."
"The main limitations I notice come down to developer experience and native features rather than performance."
"A lot of our work is agentic right now, and we have also segmented the content to be logical, so there's not a lot of vector search anymore."
"The file system lock in Qdrant prevents the API and scripts from hitting it directly, and to surpass this limitation, I have to run Qdrant client as a service, which incurs additional costs for running it continuously, so if something about that could be done, it would be really amazing."
More Qdrant cons
 

Pricing and Cost Advice

"It is an open-source product."
"Pricing is significantly lower than competing products."
"EDB Postgres Advanced Server is open source, so I don't pay for licensing."
"The product is either free with community support or very inexpensive with a small yearly fee for paid support."
"I have been working on the community edition."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
14%
Comms Service Provider
9%
Healthcare Company
8%
Manufacturing Company
8%
Comms Service Provider
13%
Manufacturing Company
12%
Financial Services Firm
10%
Computer Software Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise2
Large Enterprise9
By reviewers
Company SizeCount
Small Business11
Midsize Enterprise2
 

Questions from the Community

What is your experience regarding pricing and costs for EDB Postgres Advanced Server?
My experience with pricing, setup costs, and licensing for EDB Postgres Advanced Server is that it is very cost-efficient, easy to set up, and can be deployed in a containerized manner.
See all answers
What needs improvement with EDB Postgres Advanced Server?
For improvement purposes, I think EDB Postgres Advanced Server needs some enhanced monitoring since the current default monitoring is not sufficient; an EDB monitoring tool could provide useful met...
See all answers
What is your primary use case for EDB Postgres Advanced Server?
My main use case for EDB Postgres Advanced Server is that we have a telecommunication billing product where I am using it as a backend database to handle all the requests. A specific example of how...
See all answers
What is your experience regarding pricing and costs for Qdrant?
I find Qdrant's pricing and licensing extremely straightforward and cost-effective. The core product is open source under Apache 2.0, so initial experimentation and local integration testing cost n...
See all answers
What needs improvement with Qdrant?
I do not have any suggestions for how Qdrant could be improved. So far, I like what has been done and I have used it several times. I have nothing to add to it now, and I do not wish to add more ab...
See all answers
What is your primary use case for Qdrant?
My main use case for Qdrant is local AI development. A specific example of how I'm using Qdrant in my development work is that I use it for my RAG development using N8n. In my drug development work...
See all answers
 

Comparisons

PostgreSQL vs EDB Postgres Advanced Server Logo
PostgreSQL vs EDB Postgres Advanced Server
Compared 18% of the time
Percona Server vs EDB Postgres Advanced Server Logo
Percona Server vs EDB Postgres Advanced Server
Compared 16% of the time
YugabyteDB vs EDB Postgres Advanced Server Logo
YugabyteDB vs EDB Postgres Advanced Server
Compared 13% of the time
Azure Database for PostgreSQL vs EDB Postgres Advanced Server Logo
Azure Database for PostgreSQL vs EDB Postgres Advanced Server
Compared 7% of the time
MySQL vs EDB Postgres Advanced Server Logo
MySQL vs EDB Postgres Advanced Server
Compared 7% of the time
More EDB Postgres Advanced Server Competitors
PostgreSQL vs Qdrant Logo
PostgreSQL vs Qdrant
Compared 8% of the time
Supabase vs Qdrant Logo
Supabase vs Qdrant
Compared 8% of the time
MySQL vs Qdrant Logo
MySQL vs Qdrant
Compared 6% of the time
Vespa vs Qdrant Logo
Vespa vs Qdrant
Compared 6% of the time
Faiss vs Qdrant Logo
Faiss vs Qdrant
Compared 6% of the time
More Qdrant Competitors
 

Product Reports

Buyer's Guide
EDB Postgres Advanced Server
October 2026
EDB Postgres Advanced Server reportDownload EDB Postgres Advanced Server product report
Buyer's Guide
Qdrant
October 2026
Qdrant reportDownload Qdrant product report
 

Overview

EDB Postgres Advanced Server offers robust database solutions with standout configurations and flexible support, ideal for demanding environments.

EDB Postgres Advanced Server addresses diverse database needs with advanced tools and configurations. Efficiently managing distributed databases and supporting high availability with Patroni cluster deployment, it provides superior backup solutions and cost-efficient licensing compared to Oracle. Its compatibility with Oracle and vector database management for AI make it suitable for middle and lower-tier clients. However, areas like performance enhancement for large-scale operations, containerized deployments, and better monitoring require attention.

What are the key features of EDB Postgres Advanced Server?
  • Standout Configurations: Offers flexibility and a wide range of indices for varied needs.
  • Patroni Cluster Deployment: Ensures high availability for critical applications.
  • JSONB Support: Provides enhanced management of JSON data.
  • Cost-Efficient Licensing: More affordable than Oracle for budget-conscious organizations.
  • Built-In Scripting: Simplifies automation tasks with ease.
  • PgAdmin Metrics Insights: Delivers valuable database performance metrics.
Why should users consider EDB Postgres Advanced Server?
  • Oracle Compatibility: Smooth transition for users familiar with Oracle systems.
  • AI Database Management: Accommodates vector databases crucial for AI workloads.
  • Multitenancy: Supports multiple users, enhancing flexibility and efficiency.
  • Impressive Speed: Facilitates quick data processing for demanding tasks.
  • Cost Efficiency: Reduces overall database expenditure.

Organizations deploy EDB Postgres Advanced Server to replace Oracle RAC and manage tasks requiring multiple servers and distributed data access. Educational institutions utilize it for examining architecture and development, with global data centers harnessing its capabilities for engineering endeavors. Academic purposes include teaching database fundamentals and aiding Oracle migrations, while aligning with on-premises deployments due to specific restrictions.

EnterpriseDB

Qdrant is a powerful tool for efficiently organizing and searching large volumes of data. It is particularly useful for tasks such as data indexing, similarity search, and recommendation systems. 

With fast and accurate results, it is suitable for various applications including e-commerce, content management, and data analysis. Users appreciate Qdrant's efficient search capabilities, high performance, and ease of use. 

Its quick and accurate retrieval of relevant information allows for easy navigation and analysis of large datasets. 

The intuitive interface and straightforward setup process make it accessible to users with varying levels of technical expertise.

Qdrant
 

Sample Customers

Ericsson, Clear Capital, PinkRoccade, ABN Amro, WholeWorldBand, Van Genechten, Gallinat-Bank AG, Mariner, coresystems, Aquent, Contegix, AQA, Genscape, InMobi
1. Airbnb 2. Amazon 3. Apple 4. BMW 5.Cisco 6. CocaCola 7. Dell 8. Disney 9. Google 10. HP 11. IBM 12. Intel 13. JPMorgan Chase 14. Kraft Heinz 15. L'Oreal 16. McDonalds 17. Merck 18. Microsoft 19. Nike20. Oracle 21. PG 22. PepsiCo 23. Procter and Gamble 24. Samsung 25. Shell 26. Sony 27. Toyota 28. Visa 29. Walmart 30. WeWork
Buyer's Guide
EDB Postgres Advanced Server vs. Qdrant
September 2026
Free Report: EDB Postgres Advanced Server vs. Qdrant
Find out what your peers are saying about EDB Postgres Advanced Server vs. Qdrant and other solutions. Updated: September 2026.
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