DataStax Enterprise vs MarkLogic comparison

IBM and Progress Software are both solutions in the NoSQL Databases category. IBM is ranked #19, while Progress Software is ranked #13 with an average rating of 8.0. IBM holds a 2.3% mindshare in ND, compared to Progress Software’s 2.2% mindshare. Additionally, 100% of Progress Software users are willing to recommend the solution.

DataStax Enterprise

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MarkLogic

Read 4 MarkLogic reviews

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421 Comparison Views

100% willing to recommend

DataStax Enterprise

MarkLogic

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Executive SummaryUpdated on Nov 2, 2025

DataStax Enterprise and MarkLogic are rivals in managing and analyzing large data sets. DataStax has an advantage in pricing and support, while MarkLogic stands out with its advanced features.

Features: DataStax Enterprise focuses on performance scalability, robust security, and integration with big data technologies. MarkLogic offers powerful data integration capabilities, semantic data support, and a more extensive feature set that can justify its cost for certain applications.

Ease of Deployment and Customer Service: DataStax Enterprise provides straightforward deployment and responsive customer support, leading to a reliable implementation process. MarkLogic offers deployment flexibility with cloud solutions but is generally seen as more complex to deploy and configure.

Pricing and ROI: DataStax Enterprise is often perceived as budget-friendly, providing satisfactory ROI due to its lower setup costs. MarkLogic has a higher price point, aiming to deliver ROI through its extensive feature offerings. Organizations with specific needs for high-end features may find investing in MarkLogic beneficial, whereas others might achieve quicker returns using DataStax Enterprise.

To learn more, read our detailed NoSQL Databases Report (Updated: January 2026).

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January 2026

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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

DataStax Enterprise

Ranking in NoSQL Databases

19th

Average Rating

0.0

Number of Reviews

Ranking in other categories

Vector Databases (19th)

MarkLogic

Ranking in NoSQL Databases

13th

Average Rating

8.8

Reviews Sentiment

5.6

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of February 2026, in the NoSQL Databases category, the mindshare of DataStax Enterprise is 2.3%, up from 0.8% compared to the previous year. The mindshare of MarkLogic is 2.2%, up from 1.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.

NoSQL Databases Market Share Distribution
Product	Market Share (%)
MarkLogic	2.2%
DataStax Enterprise	2.3%
Other	95.5%

NoSQL Databases

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Dixit Singla

Staff Engineer at a tech vendor with 10,001+ employees

Search workflows have become faster for complex data while cloud-native flexibility still needs work

I think MarkLogic can be improved by providing good cloud infrastructure. Since we are in a very tech era, MarkLogic should provide good cloud infrastructure. If you look at other databases or systems like Kafka and MongoDB, they have cloud infrastructure. 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. That is a headache with MarkLogic. Apart from that, I don't see any issues. It is a really great product.

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Top Industries

By visitors reading reviews

Energy/Utilities Company

12%

Financial Services Firm

12%

Computer Software Company

12%

Retailer

12%

No data available

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

Questions from the Community

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What is your experience regarding pricing and costs for MarkLogic?

Regarding my experience with pricing, setup cost, and licensing, I find it quite high compared to other things, but I believe it is justified.

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What needs improvement with MarkLogic?

As for areas where MarkLogic can be improved, nothing else comes to mind. I have been using MarkLogic for seven years, and many improvements have already been addressed. I do not recall any additio...

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What is your primary use case for MarkLogic?

My main use case for MarkLogic is data development. We have a banking type of data, so we used to convert it to PDF or use some for applications we were running. A quick, specific example of how I ...

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Comparisons

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Compared 17% of the time

Neo4j Graph Database vs DataStax Enterprise

Compared 13% of the time

ScyllaDB vs DataStax Enterprise

Compared 11% of the time

Cassandra vs DataStax Enterprise

Compared 10% of the time

SingleStore vs DataStax Enterprise

Compared 5% of the time

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MongoDB Enterprise Advanced vs MarkLogic

Compared 24% of the time

Neo4j Graph Database vs MarkLogic

Compared 18% of the time

SingleStore vs MarkLogic

Compared 13% of the time

Cassandra vs MarkLogic

Compared 12% of the time

More MarkLogic Competitors

Product Reports

Buyer's Guide

NoSQL Databases

January 2026

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Buyer's Guide

NoSQL Databases

January 2026

Download MarkLogic product report

Overview

DataStax Enterprise offers a high-performance, scalable database solution designed for modern data requirements, supporting a wide array of use cases that demand real-time analytics and robust security.

Focusing on delivering powerful distributed databases, DataStax Enterprise integrates the open-source foundation of Apache Cassandra, delivering enhanced features for enterprises. It supports mission-critical applications at scale, providing real-time query capabilities and fault tolerance. Designed with high availability and operational efficiency, it supports complex data models and simplifies management with advanced tools for monitoring and repair.

What are the standout features of DataStax Enterprise?

Advanced Security: Provides comprehensive data protection with encryption and identity management.
Graph Database Support: Allows complex data relationships to be easily modeled and queried.
Search Integration: Facilitates full-text search capabilities combined with Cassandra's strengths.
Analytics: Offers integrated analytics with Apache Spark for real-time data processing.
Multi-Cloud Support: Ensures easy deployment across different cloud environments without vendor lock-in.

What benefits should reviews highlight?

Scalability: Seamlessly expands to accommodate growing data volumes and user demands.
Performance: Maintains high-speed data processing even at massive scales.
Resilience: Provides high availability to ensure business continuity.
Cost Efficiency: Enables optimization of infrastructure investments with flexible deployments.

In industries such as finance, telecommunications, and retail, DataStax Enterprise is implemented to handle immense data workloads, often leveraging its capabilities for fraud detection, personalized customer experiences, and real-time decision-making. Its deployment in these sectors highlights its adaptability and performance in demanding environments.

IBM

MarkLogic is an operational and transactional Enterprise NoSQL database that is designed to integrate, store, manage and search SON and XML documents and semantic data (RDF Triples).

Progress Software

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, Lagardre Active, RSuite CMS, Wiley

Find out what your peers are saying about MongoDB, Microsoft, ScyllaDB and others in NoSQL Databases. Updated: January 2026.

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