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DataStax Enterprise vs SingleStore comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Feb 8, 2026

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
5.5
DataStax Enterprise accelerated deployment, improved uptime to 99.9%, and enhanced efficiency despite higher infrastructure costs and measurement challenges.
Sentiment score
5.9
SingleStore enhances performance and efficiency with minimal setup, delivering transactional and analytical capabilities while reducing operational overhead.
We have seen a return on investment with DataStax Enterprise as we saved a lot of money and time, despite investing more on infrastructure; our ongoing business success with a 99.9% uptime helps us earn more.
Senior database engineer at ToTheNew
Earlier it was around 15 months, and we have been able to deploy and scale our application within 10 months.
Software Developer at a consultancy with 11-50 employees
If not keeping current with updates, updating from an older major version to a newer major version can be a bit complicated and time-consuming, but DataStax Enterprise support will help us with this.
Senior Software Engineer at Deloitte
The efficiency has increased significantly, and our workflows are consolidated into a single platform, thus reducing the operational overhead we previously faced.
SDE III at a tech vendor with 1,001-5,000 employees
The objective was to scale as data loads with high-performing query model responses.
Senior Software Engineer at Honeywell
I have seen a return on investment in terms of time saved.
Devops Engineer at a tech vendor with 51-200 employees
 

Customer Service

Sentiment score
6.9
DataStax Enterprise's support team is praised for responsiveness, strong real-time processing, and high user satisfaction, with room for expanded contact methods.
Sentiment score
7.9
SingleStore provides exceptional customer support with 24/7 availability, dedicated teams, and an intuitive interface, earning high satisfaction.
Real-time transaction processing, both reads and writes, is where DataStax Enterprise shines the most.
Senior Software Engineer at Deloitte
I would rate the customer support nine out of 10.
Senior Engineer at a financial services firm with 10,001+ employees
one of my colleagues contacted them and found it to be pretty efficient
Software Developer at a consultancy with 11-50 employees
The customer support is very proactive and responsive twenty-four hours per day, seven days per week.
Senior Software Engineer at Honeywell
Their team is capable of resolving issues efficiently, allowing users to create tickets and receive support.
Devops Engineer at a tech vendor with 51-200 employees
We have our own account manager who keeps us informed of the latest solutions and improvements in the system.
Vice President, Research & Development at a computer software company with 11-50 employees
 

Scalability Issues

Sentiment score
8.4
DataStax Enterprise enhances scalability and efficiency with active-active architecture, auto-scaling, and reduced management costs, benefiting global deployments.
Sentiment score
7.9
SingleStore efficiently scales with minimal downtime, supporting both vertical and horizontal scaling, and handles increased data loads effectively.
Overall, we saw a decrease in operational costs due to better resource usage and less manual work, which made my team more efficient and allowed us to focus on new projects.
DevSecOps Engineer (Software Development Engineer II) at a financial services firm with 1,001-5,000 employees
DataStax Enterprise's scalability is very fast with linear scalability and hence is very scalable.
Senior Software Engineer at Deloitte
The active-active architecture helped us really scale and provide data to both Singapore and Indian users.
Senior Engineer at a financial services firm with 10,001+ employees
As our data volumes grow, we can expand resources without significant performance degradation.
SDE III at a tech vendor with 1,001-5,000 employees
SingleStore's scalability is really nice, as the process model includes master aggregator and slave aggregators or child aggregators, making it very well scalable both vertically and horizontally.
Vice President, Research & Development at a computer software company with 11-50 employees
I have added both storage and additional instances many times, and it worked perfectly.
Database Administrator at Twingo
 

Stability Issues

Sentiment score
9.0
DataStax Enterprise offers stability, reducing downtime by 40%, and efficiently scales from terabytes to petabytes for reliable data management.
Sentiment score
8.3
SingleStore is highly rated for its stability, consistent uptime, effective workload handling, and reliability as a main database engine.
DataStax Enterprise provides enough stability for our organization, and scaling can be done up to terabytes and petabytes.
Senior Engineer at a financial services firm with 10,001+ employees
After using DataStax Enterprise, our system downtime dropped by approximately 40%, helping us avoid lost revenue.
DevSecOps Engineer (Software Development Engineer II) at a financial services firm with 1,001-5,000 employees
It handles large workloads and maintains consistent performance very well overall.
SDE III at a tech vendor with 1,001-5,000 employees
The performance and usability of SingleStore as a main database engine are significantly superior to other both paid and open-source solutions.
Vice President, Research & Development at a computer software company with 11-50 employees
I have not seen any downtime.
Senior Software Engineer at Honeywell
 

Room For Improvement

DataStax Enterprise users seek improved hybrid integration, backward compatibility, customer support, interface usability, cost efficiency, and enhanced automation features.
SingleStore needs improvements in data distribution, SQL features, documentation, integration, error handling, administration, monitoring, migration, and community support.
Better compatibility with prior versions in terms of codebases should also be improved.
Senior Software Engineer at Deloitte
For example, it can implement some cost optimization where the license can be expensive, and compared to open-source Cassandra, cost is a concern.
Senior Engineer at a financial services firm with 10,001+ employees
More built-in monitoring and alerting tools would make it easier to find and fix problems quickly.
DevSecOps Engineer (Software Development Engineer II) at a financial services firm with 1,001-5,000 employees
Error handling needs attention. When it fails due to memory, it only indicates that but not exactly in which process it failed.
Senior Software Engineer at Honeywell
The data which is sent to DataDog sometimes does not match with the SingleStore dashboard.
Devops Engineer at a tech vendor with 51-200 employees
Better documentation for advanced use cases, especially where data volumes are very high and queries are frequent, would help us manage the feature more efficiently.
SDE III at a tech vendor with 1,001-5,000 employees
 

Setup Cost

SingleStore offers transparent pricing with cloud and on-premises options, though costs vary; free trials are available for exploration.
For smaller organizations working under a tight budget, it might not be very affordable compared to other alternatives.
Senior Software Engineer at Deloitte
My experience with pricing, setup cost, and licensing is that it can be a bit expensive for startups.
Senior Software Engineer at Honeywell
The setup cost was surprisingly good, and our transfer to Helios was almost seamless, as far as databases go, and it was not expensive.
Vice President, Research & Development at a computer software company with 11-50 employees
 

Valuable Features

DataStax Enterprise provides scalable, secure, and easy-to-use features with Cassandra integration, enhancing uptime and productivity.
SingleStore offers fast, scalable data handling with resilience, supporting complex operations and improving productivity through integration and ease of use.
The scaling and speed of data access have benefited my team because the scaling and the speeding of data provide linear scale as well as multi-data centers' real-time replication of data such that we can maintain uptime even with the loss of multiple data centers.
Senior Software Engineer at Deloitte
I can confirm that the outcomes of using DataStax Enterprise show that our database uptime has increased drastically to around 99.9%.
Senior database engineer at ToTheNew
DataStax Enterprise has positively impacted my organization because during research for a NoSQL database, developers are very positive about using DataStax Enterprise because of its really easy setup and the querying to the database is very efficient.
Software Developer at a consultancy with 11-50 employees
SingleStore has impacted my organization positively by enabling us to run low-latency analytics and model-driven use cases at scale, which is quite difficult for OLAP and OLTP databases alone.
Senior Software Engineer at Honeywell
A very nice and useful feature is its compatibility with MySQL API, letting any system that can connect to MySQL also connect to SingleStore, thus solving many interoperability issues with different systems.
Vice President, Research & Development at a computer software company with 11-50 employees
SingleStore is a distributed database that has the advantage that at any moment when resources are insufficient, there is a possibility to add more nodes, and everything is added online.
Database Administrator at Twingo
 

Categories and Ranking

DataStax Enterprise
Ranking in Vector Databases
15th
Average Rating
8.4
Reviews Sentiment
6.7
Number of Reviews
5
Ranking in other categories
NoSQL Databases (11th)
SingleStore
Ranking in Vector Databases
11th
Average Rating
8.8
Reviews Sentiment
7.1
Number of Reviews
11
Ranking in other categories
Database as a Service (DBaaS) (9th)
 

Mindshare comparison

As of August 2026, in the Vector Databases category, the mindshare of DataStax Enterprise is 2.0%, up from 0.6% compared to the previous year. The mindshare of SingleStore is 3.4%, up from 2.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Vector Databases Mindshare Distribution
ProductMindshare (%)
SingleStore3.4%
DataStax Enterprise2.0%
Other94.6%
Vector Databases
 

Featured Reviews

Suzanne  Kimono - PeerSpot reviewer
Senior Software Engineer at Deloitte
Continuous data access has ensured high uptime and has supported real-time transactional processing
The best features DataStax Enterprise offers include scaling, speed of data access, and ease of use for those familiar with traditional SQL. The scaling and speed of data access have benefited my team because the scaling and the speeding of data provide linear scale as well as multi-data centers' real-time replication of data such that we can maintain uptime even with the loss of multiple data centers. It enables us to maintain our uptime, which is very crucial for our clients. DataStax Enterprise has positively impacted my organization by providing the ability to have our services up and running even with a total outage at one of our data centers. There is no need to maintain windows since we can turn off data centers while doing maintenance and then put them back in the rotation and move on. I can share specific outcomes or metrics that show this positive impact, such as improvements in performance of about 60% and a reduction in downtime of about 40 to 45%, which is very great.
Kelvin  Ben - PeerSpot reviewer
Senior Software Engineer at Honeywell
Real-time analytics has transformed daily decisions and delivers fast dashboards from streaming data
The best features SingleStore offers include fast data recovery and data compression by 80 percent. Having the information in sheets helps me to process the information quickly. Simplicity in T-SQL is another aspect I appreciate. Data recovery and sheet-based processing help my team on a day-to-day basis by enabling us to handle information efficiently. I would like to add that the data compression by 80 percent helps us in an excellent way since we are very fast in obtaining the data for our dashboards and the compression of the information is great. SingleStore has impacted my organization positively by enabling us to run low-latency analytics and model-driven use cases at scale, which is quite difficult for OLAP and OLTP databases alone. It has been very helpful because our internal clients are happy to have the data and make data-driven decisions easily. Making decisions based on data within a two-hour delay to the transactional database is excellent since we went from twenty-four hours to two hours. I think the best contribution is decision-making with data that is close to reality. Reducing that delay from twenty-four hours to two hours has significantly affected my team and business outcomes by increasing productivity. We have been able to serve all our customers, and they are very happy. We can deliver to them on time.
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Top Industries

By visitors reading reviews
Financial Services Firm
17%
Construction Company
9%
Retailer
8%
Manufacturing Company
8%
Financial Services Firm
28%
Computer Software Company
8%
Comms Service Provider
8%
Outsourcing Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business2
Large Enterprise6
By reviewers
Company SizeCount
Small Business7
Large Enterprise5
 

Questions from the Community

What is your experience regarding pricing and costs for DataStax Enterprise?
My experience with pricing, setup cost, and licensing is pretty good. I do not find any difficulty in it.
What needs improvement with DataStax Enterprise?
The user interface of DataStax Enterprise can be simpler and easier to use, especially for new users, and I think it should be improved in that area. Additionally, more built-in monitoring and aler...
What is your primary use case for DataStax Enterprise?
My main use cases for DataStax Enterprise are building a scalable and high availability application that needs to handle large amounts of data across multiple locations, and for real-time analytics...
What is your experience regarding pricing and costs for SingleStore DB?
The setup cost was surprisingly good, and our transfer to Helios was almost seamless, as far as databases go, and it was not expensive.
What needs improvement with SingleStore DB?
Improvement for SingleStore is a tough question, as I think many of the new features are taking this path and allowing more AI and AI-related capabilities, which include RAG, support, and specific ...
What is your primary use case for SingleStore DB?
SingleStore serves as our main production database, which includes online transaction processing, OLTP, data management, streaming, Kafka streams, AWS S3 streams, and data manipulation and statisti...
 

Overview

 

Sample Customers

ING, Netflix, UBS, eBay, Constant Contact, Aeris, Arise, ClearCapital, Dyn, Engine, Noble Group, Pantheon, Target
400+ customers including: 6sense, Adobe, Akamai, Ant Money, Arcules, CARFAX, Cigna, Cisco, Comcast, DELL, DBS Bank, Dentsu, DirectlyApply, EY, Factors.AI, Fathom Analytics, FirstEnergy, GE, Goldman Sachs, Heap, Hulu, IMAX, impact.com, Kroger, LG, LiveRamp, Lumana, Nvidia, OpenDialog, Outreach, Palo Alto Networks, PicPay, RBC, Samsung, SegMetrics, Siemens, SiteImprove, SiriusXM, SK Telecom, SKAI, SONY, STC, SunRun, TATA, Thorn, ZoomInfo.
Find out what your peers are saying about DataStax Enterprise vs. SingleStore and other solutions. Updated: June 2026.
908,834 professionals have used our research since 2012.