No more typing reviews! Try our Samantha, our new voice AI agent.

DataStax Enterprise vs MarkLogic comparison

Why PeerSpot?
 

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
5.4
DataStax Enterprise accelerates development, reduces deployment time, and ensures 99.9% uptime, enhancing efficiency despite version update challenges.
Sentiment score
6.4
Organizations gained efficiency and cost savings with MarkLogic, improving feature delivery, data retrieval, and reducing maintenance complexities.
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
We realized significant cost savings after migrating to DataStax Enterprise, as the previously slow critical queries now run significantly faster, improving efficiency and performance metrics across the board.
Solution Architect at a consultancy with 51-200 employees
For example, by using MarkLogic to handle semi-structured data directly, I have reduced ETL prep and transformation time by roughly 30 to 40 percent, freeing up engineers to focus on more value-added tasks instead of manual data cleaning.
Senior Data Engineer at a insurance company with 10,001+ employees
This led to roughly a thirty to forty percent reduction in backend development effort.
SDE 2 at Virtusa
In metrics, I think they save three or four hours now daily because we have really enabled them to have the data in real time instead of waiting for another day.
Manager at TCS
 

Customer Service

Sentiment score
7.8
DataStax Enterprise's customer service is praised for its responsive support, swift issue resolution, and excellent escalation process.
Sentiment score
6.2
MarkLogic customer service is praised for responsiveness, expertise, and effective issue resolution with well-structured support models.
I would rate the customer support a 10 because I always receive the help I need from them.
Devops Specialist at a tech vendor with 10,001+ employees
Any requests I have raised receive prompt responses, often within minutes.
Solution Architect at a consultancy with 51-200 employees
Real-time transaction processing, both reads and writes, is where DataStax Enterprise shines the most.
Senior Software Engineer at Deloitte
I would rate customer support 10 out of 10.
Manager at TCS
I would rate MarkLogic's customer support an eight due to its responsiveness, especially for higher priority issues.
SDE 2 at Virtusa
Once the system was set up, it was quite stable, and most issues could be handled internally.
Developer at a tech vendor with 10,001+ employees
 

Scalability Issues

Sentiment score
8.7
DataStax Enterprise offers scalable, multi-region deployment, reducing costs and enhancing efficiency with auto-scaling and improved response times.
Sentiment score
6.1
MarkLogic offers efficient horizontal scalability, supporting seamless resource expansion and handling large datasets with consistent, enterprise-level performance.
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
Overall, it scales well, but getting the best performance depends on how well you design and configure it.
Developer at a tech vendor with 10,001+ employees
In production, when you get to know that your data is increasing and you need to add one more node, that is not easy and not straightforward.
Staff Engineer at a tech vendor with 10,001+ employees
The system handles this increase in XML workloads well, and flexible indexing helps maintain query performance even as datasets expand.
Senior Data Engineer at a insurance company with 10,001+ employees
 

Stability Issues

Sentiment score
8.2
DataStax Enterprise offers high stability, reducing downtime by 40%, and effectively handles large-scale data, despite occasional node issues.
Sentiment score
7.7
MarkLogic is reliable for enterprise apps, offering high availability, ACID transactions, and strong performance despite occasional stability issues.
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
The built-in replication and failover features also help maintain uptime, ensuring the system stays operational even during maintenance or updates.
Senior Data Engineer at a insurance company with 10,001+ employees
We used to have production issues, mainly due to MarkLogic failures.
Staff Engineer at a tech vendor with 10,001+ employees
 

Room For Improvement

DataStax Enterprise users desire improved backup, faster restoration, user-friendly UI, intuitive monitoring, cost efficiency, automation, and enhanced support.
MarkLogic needs UI enhancements, better integration, and developer tools to address learning curve, documentation, and pricing challenges.
There should be an alternative for restoring where data can be provided to live traffic so it does not impact customers in the case of a disaster.
Devops Specialist at a tech vendor with 10,001+ employees
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
You do not need to worry about maintaining your own servers or provisioning your own servers. You simply log in and tell MarkLogic you want a certain number of clusters or nodes in a cluster and what cloud provider you want to use, then click okay, and they will build it for you.
Staff Engineer at a tech vendor with 10,001+ employees
Tooling and ecosystem support do not feel as rich as mainstream databases such as Hive or SQL servers in terms of connectors and integration or community resources.
Senior Data Engineer at a insurance company with 10,001+ employees
A better UI with more features on it, something user-friendly, would be beneficial.
Performance Test Engineer at a tech vendor with 10,001+ employees
 

Setup Cost

MarkLogic's high pricing suits enterprises, offering robust support and reputation, ideal for medium and large businesses.
For smaller organizations working under a tight budget, it might not be very affordable compared to other alternatives.
Senior Software Engineer at Deloitte
I was not involved in the licensing for DataStax Enterprise, which is managed by a different team, but I understand it operates on a core-based licensing model, which is standard.
Solution Architect at a consultancy with 51-200 employees
The initial setup cost is moderate to high, mainly due to infrastructure provisioning, licensing costs, and initial configuration and onboarding efforts.
SDE 2 at Virtusa
MarkLogic is quite costly, and they are looking to move away in the longer run for that reason.
Staff Engineer at a tech vendor with 10,001+ employees
I believe the pricing and licensing are definitely on the higher side compared to open-source alternatives.
Senior Data Engineer at a insurance company with 10,001+ employees
 

Valuable Features

DataStax Enterprise excels in scalability, reliability, and management, enhancing productivity and application performance with advanced features and tools.
MarkLogic offers powerful search, indexing, and flexible data management, enhancing performance and efficiency while reducing development and integration time.
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
It has a very rich search and cts APIs to build search engines on large datasets.
Staff Engineer at a tech vendor with 10,001+ employees
I personally appreciate the built-in search feature because it indexes all data immediately upon ingestion for rapid searching, so we can perform full-text, phrase, or geospatial searches.
Non IT Recruiter at a computer software company with 11-50 employees
Its flexible schema and indexing capabilities allow me to index anything, including nested elements, which speeds up queries and reduces the need for custom code.
Senior Data Engineer at a insurance company with 10,001+ employees
 

Categories and Ranking

DataStax Enterprise
Ranking in NoSQL Databases
11th
Average Rating
8.6
Reviews Sentiment
6.8
Number of Reviews
7
Ranking in other categories
Vector Databases (15th)
MarkLogic
Ranking in NoSQL Databases
7th
Average Rating
8.6
Reviews Sentiment
6.0
Number of Reviews
12
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of September 2026, in the NoSQL Databases category, the mindshare of DataStax Enterprise is 3.6%, up from 1.4% compared to the previous year. The mindshare of MarkLogic is 2.9%, up from 1.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
NoSQL Databases Mindshare Distribution
ProductMindshare (%)
MarkLogic2.9%
DataStax Enterprise3.6%
Other93.5%
NoSQL Databases
 

Featured Reviews

Pooja Singh - PeerSpot reviewer
Devops Specialist at a tech vendor with 10,001+ employees
Reliable backup and recovery has protected critical telecom customer data in daily operations
When I was taking the backup with a data volume of 15 to 20 GB, the full backup running for the first time did not provide metrics to understand what percent of progress had been made. We had to read the logs, but we did not see any percentage in those logs. This is an improvement item for DataStax Enterprise to provide metrics, a bar, or a percentage so we can grasp how much data has been backed up or restored. There are no graphs available to make us aware of how long the process will take to complete, which is a drawback I noticed during backup and restore. In addition, I notice a huge time lag during restoration because each node takes a lot of time to be added to the pool and to the cluster node, one by one. The entire time the production is down presents a concerning situation. There should be an alternative for restoring where data can be provided to live traffic so it does not impact customers in the case of a disaster.
reviewer2812596 - PeerSpot reviewer
Senior Data Engineer at a insurance company with 10,001+ employees
Handling hierarchical insurance data has improved ETL workflows and still needs better integration
There are several things I have observed regarding MarkLogic's improvement areas. One challenge I notice is the learning curve and setup; it can be complex for someone new, especially when integrating with other systems or setting up indexing strategies for large datasets. I occasionally spend extra time fine-tuning indexes or query performance for really large documents. Another observation concerns tooling and ecosystem support, as it does not feel as rich as mainstream databases such as Hive or SQL servers in terms of connectors and integration or community resources. Sometimes I need to build custom scripts to bridge these gaps. Finally, monitoring and debugging distributed queries can be tricky; while it has built-in tools, deeper performance profiling or tracing is not always intuitive. Overall, these are not deal-breakers, but improvements in onboarding, ecosystem connectors, and monitoring would enhance the experience.
report
Use our free recommendation engine to learn which NoSQL Databases solutions are best for your needs.
913,806 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
14%
Outsourcing Company
11%
Construction Company
9%
Manufacturing Company
9%
Educational Organization
21%
Program Development Consultancy
14%
Transportation Company
12%
Financial Services Firm
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Large Enterprise7
By reviewers
Company SizeCount
Small Business5
Midsize Enterprise3
Large Enterprise7
 

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 MarkLogic?
As far as I know, I am not directly associated with pricing, setup cost, and licensing, but MarkLogic is a bit more expensive than other technologies available. However, the support is really good,...
What needs improvement with MarkLogic?
MarkLogic can be improved by introducing a lot of languages to querying. Although I think it is self-sufficient if you know JavaScript and XQuery, for new people who want to onboard into MarkLogic,...
What is your primary use case for MarkLogic?
MarkLogic serves as our enterprise-level database with multiple applications. We have numerous source systems that dump data into MarkLogic. DHF flows manage transformation, harmonization, mapping,...
 

Overview

 

Sample Customers

ING, Netflix, UBS, eBay, Constant Contact, Aeris, Arise, ClearCapital, Dyn, Engine, Noble Group, Pantheon, Target
ALM, American Psychological Association, American Society of Agronomy, Cond_ Nast, Centers for Medicare and Medicaid Services, Institute of Engineering and Technology, JWG Group, Lagardre Active, RSuite CMS, Wiley
Find out what your peers are saying about DataStax Enterprise vs. MarkLogic and other solutions. Updated: September 2026.
913,806 professionals have used our research since 2012.