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Qdrant vs Veritas Alta Data Protection comparison

 

Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

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

ROI

Sentiment score
5.2
Qdrant's integration streamlined support ticket resolution, enhancing efficiency and cost-effectiveness through improved retrieval and self-service capabilities.
Sentiment score
6.3
Veritas Alta Data Protection offers ROI through time and cost savings, vendor consolidation, and enhanced security against ransomware.
Thanks to Qdrant's open-source nature, our initial licensing and setup costs were nearly zero, allowing for swift testing and launch of our RAG prototype.
Automation Engineer at a educational organization with 11-50 employees
The time saved is substantial, with nearly three weeks or more for projects deployed with Qdrant Cloud in no-code platforms.
Lead Ai Tech And Tech Automation Engineer at a individual & family service with 11-50 employees
I have seen a significant return on investment from using Qdrant because it is very easy to integrate and highly efficient, saving a lot of time in my day-to-day operations, which ultimately saves money as well.
Product Engineer at a tech vendor with 11-50 employees
It is not primarily about cost optimization, but more about protecting our organization against ransomware attacks to avoid being brought to its knees.
Storage Platform Engineer at Expedia Group
We can see approximately 10% in savings, which could be in terms of time saving or money saving.
Assistant General Manager System at Transasia Bio-Medicals Ltd.
 

Customer Service

Sentiment score
5.4
Qdrant's community-driven approach provides ample online resources and documentation, minimizing direct customer support needs and enhancing satisfaction.
Sentiment score
3.8
Customer service is good but needs improvements in regional support and availability across time zones for urgent issues.
It's open source, so we house it on our server.
Chief Ai Scientist at Predictive Systems
The documentation provided by Qdrant covers most queries effectively.
Lead Ai Tech And Tech Automation Engineer at a individual & family service with 11-50 employees
I rate the technical support of Qdrant as a nine because I think we have never reached out to them directly, but Qdrant has good support available online, and I can get answers from forums.
Co Founder & CEO at SaYukth Private Limited
This is a challenge for me, especially since I work in APAC, and whenever we engage with Veritas technical support, I must wait for someone in the United States to be available to help with our issue.
Storage Platform Engineer at Expedia Group
The IVR system should be reduced so that customers can reach support directly, as when someone calls, it is typically for a critical technical issue and the call should connect directly to a representative.
Assistant General Manager System at Transasia Bio-Medicals Ltd.
 

Scalability Issues

Sentiment score
5.5
Qdrant's scalability in Docker enables efficient expansion and performance with multiple CPUs, attracting migrations from alternative solutions.
Sentiment score
7.7
Users praise Alta Data's excellent scalability and cost-effective nature, reporting high satisfaction and capacity for growth without performance constraints.
In the recruiting agency project, the reliance on the vector database has expanded from storing hundreds of resumes to thousands.
Lead Ai Tech And Tech Automation Engineer at a individual & family service with 11-50 employees
When Qdrant is deployed in Docker, it scales really fast, and you can assign multiple CPUs to enhance performance.
Analyst at Synergy Connect
Qdrant handles growing workloads and data volumes well for me, which was a significant reason for my shift from other popular alternatives to Qdrant.
Product Engineer at a tech vendor with 11-50 employees
Veritas Alta Data Protection is not expensive, which makes it scalable.
Assistant General Manager System at Transasia Bio-Medicals Ltd.
 

Stability Issues

Sentiment score
7.7
Qdrant is stable, reliable, easy to use, but inactive clouds terminate after a week, affecting continuous hosting.
Sentiment score
8.6
Veritas Alta Data Protection is highly stable, consistently rated nine out of ten, even with geographic clustering functionality.
You need to patch Qdrant as soon as patches are released.
Co Founder & CEO at SaYukth Private Limited
It is easy to use whether on LangChain or on its own.
Product Engineer at a tech vendor with 11-50 employees
Qdrant is stable, except for the limitation concerning the termination of inactive clouds after a week.
Lead Ai Tech And Tech Automation Engineer at a individual & family service with 11-50 employees
 

Room For Improvement

Qdrant requires UI enhancements, improved backup management, and integrated automation to address operational complexities and improve features.
Veritas Alta Data Protection requires user-friendly upgrades, simpler interface, AI file restoration, and better documentation and reporting tools.
Fast large-scale filtering operations could be implemented, such as automatic index suggestions, adaptive query planning, and smart indexing of metadata fields, which would make Qdrant even more efficient.
Product Engineer at a tech vendor with 11-50 employees
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.
Co Founder & CEO at SaYukth Private Limited
Incorporating embedding features directly in Qdrant Cloud would eliminate the need to depend on external solutions.
Lead Ai Tech And Tech Automation Engineer at a individual & family service with 11-50 employees
I want a very simple GUI which even an L1 engineer or L1 cloud engineer can understand and use with minimum supervision.
Enterprise solution architect at a manufacturing company with 10,001+ employees
Veritas Alta Data Protection can be deployed on multiple cloud providers, including Azure and GCP.
Storage Platform Engineer at Expedia Group
The solution could benefit from some artificial intelligence features where we can restore files or get assistance from the AI side.
Assistant General Manager System at Transasia Bio-Medicals Ltd.
 

Setup Cost

Qdrant offers cost-effective enterprise pricing but scaling may require migrating to paid plans for advanced features and support.
Veritas Alta Data Protection is cost-effective due to discounts, offering competitive features despite being typically 20% more expensive.
Using Qdrant is free.
Chief Ai Scientist at Predictive Systems
Regarding pricing, setup costs, and licensing, since I am using only the free tier of Qdrant Cloud, there are no setup costs involved.
Lead Ai Tech And Tech Automation Engineer at a individual & family service with 11-50 employees
Licensing posed no issues, as Qdrant is open-source software with no upfront fees.
Automation Engineer at a educational organization with 11-50 employees
Since we have been using Veritas Alta Data Protection for the last four years, the price is very friendly.
Assistant General Manager System at Transasia Bio-Medicals Ltd.
Regarding the pricing aspect, we received a pretty good discount when we started onboarding all of our backups to Veritas Alta Data Protection.
Storage Platform Engineer at Expedia Group
 

Valuable Features

Qdrant enhances search precision using hybrid vectors, offers cost-effective deployment, and supports efficient AI handling with flexible APIs.
Veritas Alta Data Protection offers robust ransomware defense, seamless cloud integration, automation, cost efficiency, and multi-cloud protection capabilities.
The ability of Qdrant to handle high-dimensional vectors for my AI projects is pretty fast, and I think it's the best we have used so far.
Chief Ai Scientist at Predictive Systems
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.
Analyst at Synergy Connect
The best features of Qdrant are GPU support, which enables very fast processing, and a very light footprint as it uses fewer resources.
Co Founder & CEO at SaYukth Private Limited
We tested the effectiveness of Veritas Alta Data Protection's granular restoration feature during POC because we had a requirement to test various scenarios like restoring the bucket in a particular region, restoring the bucket in a different region, restoring EC2 instances, restoring containers, and databases.
Storage Platform Engineer at Expedia Group
The unique selling proposition includes automated policy-driven operations.
Assistant General Manager System at Transasia Bio-Medicals Ltd.
The best feature Veritas Alta Data Protection offers is integration with existing hyperscalers or virtual platforms as well as integration with current computing platforms, where we can see this working well with our existing scenarios.
Enterprise solution architect at a manufacturing company with 10,001+ employees
 

Categories and Ranking

Qdrant
Ranking in AI Data Analysis
11th
Average Rating
9.0
Reviews Sentiment
5.7
Number of Reviews
6
Ranking in other categories
Open Source Databases (9th), Vector Databases (4th)
Veritas Alta Data Protection
Ranking in AI Data Analysis
21st
Average Rating
9.4
Reviews Sentiment
6.5
Number of Reviews
6
Ranking in other categories
Cloud Backup (30th)
 

Mindshare comparison

As of July 2026, in the AI Data Analysis category, the mindshare of Qdrant is 0.4%, down from 2.6% compared to the previous year. The mindshare of Veritas Alta Data Protection is 0.5%, down from 0.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Data Analysis Mindshare Distribution
ProductMindshare (%)
Qdrant0.4%
Veritas Alta Data Protection0.5%
Other99.1%
AI Data Analysis
 

Featured Reviews

Chirag Morajkar - PeerSpot reviewer
Lead Ai Tech And Tech Automation Engineer at a individual & family service with 11-50 employees
Building accurate no-code resume screeners has saved weeks in document search workflows
I see room for improvement in Qdrant based on what another platform called Weaviate offers. Qdrant provides an excellent vector database with a solid searching method. However, it could elevate its offering by integrating embedding features. Currently, for the workflow automation I build, I rely on other platforms for embedding, so incorporating this feature directly in Qdrant Cloud would eliminate the need to depend on external solutions. 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. I think increasing that inactivity window in the free tier would be beneficial, as I have faced limitations due to this seven-day inactivity rule, requiring me to reset up the cloud after its termination.
RahulSharma8 - PeerSpot reviewer
Storage Platform Engineer at Expedia Group
Cloud backups have secured critical data and have enabled fast recovery from ransomware threats
I do utilize the automated policy-driven operations with Veritas Alta Data Protection. They have helped in reducing manual workloads because manual intervention is required to handle errors or backup job failures when trying to back up a particular AWS account where critical resources are deployed. Discovery takes a lot of time because we are backing up data already in the S3 buckets. We often face challenges with resource discovery because discovery does not happen once a month; it happens daily. Every day, the discovery job runs before backing up resources. We may encounter issues in discovery or related to permissions, meaning if we have backup permissions on a bucket but further intensive permissions are present on any particular file, the Veritas Alta Data Protection job will skip that file. At times, backup fails with one or another error, and manual intervention is definitely needed. It is predominantly automated and policy-driven, but manual intervention is also required sometimes. We tested the effectiveness of Veritas Alta Data Protection's granular restoration feature during POC because we had a requirement to test various scenarios like restoring the bucket in a particular region, restoring the bucket in a different region, restoring EC2 instances, restoring containers, and databases. One more crucial feature for us in selecting Veritas Alta Data Protection is having replication between Veritas Alta Data Protection clusters. Once the primary backup job is complete, Veritas Alta Data Protection runs an SLP job, which is a storage lifecycle policy. This SLP job moves or replicates the data from one Veritas Alta Data Protection cluster to another. If the Veritas Alta Data Protection cluster goes down, the data is still replicated to the other Veritas Alta Data Protection cluster.
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Top Industries

By visitors reading reviews
Comms Service Provider
11%
Financial Services Firm
10%
Manufacturing Company
10%
Computer Software Company
10%
Construction Company
17%
Manufacturing Company
16%
Healthcare Company
13%
Computer Software Company
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business8
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise1
Large Enterprise5
 

Questions from the Community

What is your experience regarding pricing and costs for Qdrant?
Licensing posed no issues, as Qdrant is open-source software with no upfront fees. Initially, the setup cost was low since we utilized a self-hosted model on a small cloud VM. However, as we added ...
What needs improvement with Qdrant?
While Qdrant is an exceptionally fast and efficient search engine within vector bases, our engineering team faced operational challenges during its adoption. Architectural complexity was a key fric...
What is your primary use case for Qdrant?
I have been using Qdrant for almost one and a half years. This was actually one of the first vector databases that we picked up in our organization. We started using the RAG modules to create a per...
What is your experience regarding pricing and costs for Veritas Alta Data Protection?
The setup cost is quite good and affordable. Since we have been using Veritas Alta Data Protection for the last four years, the price is very friendly. In terms of technical features, it is pretty ...
What needs improvement with Veritas Alta Data Protection?
The solution could benefit from some artificial intelligence features where we can restore files or get assistance from the AI side, as the world is moving toward AI. Specifically, AI capabilities ...
What is your primary use case for Veritas Alta Data Protection?
In the last two years, we faced issues with ransomware. Because of the encryption level which we set with this backup software, we were able to restore all of our data without losing a single file.
 

Overview

 

Sample Customers

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
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Find out what your peers are saying about Qdrant vs. Veritas Alta Data Protection and other solutions. Updated: June 2026.
902,894 professionals have used our research since 2012.