Cloudera Distribution for Hadoop vs MarkLogic comparison

Cloudera and Progress Software are both solutions in the NoSQL Databases category. Cloudera is ranked #9 with an average rating of 8.4, while Progress Software is ranked #19. Cloudera holds a 3.3% mindshare in ND, compared to Progress Software’s 2.0% mindshare. Additionally, 92% of Cloudera users are willing to recommend the solution, compared to 100% of Progress Software users who would recommend it.

Cloudera Distribution for H...

Read 51 Cloudera Distribution for Hadoop reviews

1,935 Views
581 Comparison Views

92% willing to recommend

MarkLogic

Read 3 MarkLogic reviews

400 Views
344 Comparison Views

100% willing to recommend

Cloudera Distribution for H...

MarkLogic

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Executive SummaryUpdated on Jan 7, 2025

Cloudera Distribution for Hadoop and MarkLogic are solutions in the Big Data and database management sectors. Cloudera shows an advantage in scalability and integration, while MarkLogic provides strong data handling capabilities for enterprises needing advanced data management.

Features: Cloudera Distribution for Hadoop offers robust scalability, a comprehensive ecosystem, and strong capabilities for big data analytics. MarkLogic focuses on agility, semantic search, and the ability to manage complex datasets natively, beneficial for rapid data processing and transformation.

Ease of Deployment and Customer Service: Cloudera benefits from extensive community support and documentation, which aids businesses with existing Hadoop infrastructure. MarkLogic provides innovative deployment options and superior customer service, simplifying setup for companies prioritizing customer service.

Pricing and ROI: Cloudera offers a cost-effective solution with its open-source nature, supporting gradual ROI. MarkLogic presents a higher investment but tends to deliver quicker ROI for enterprises focused on complex data operations.

To learn more, read our detailed Cloudera Distribution for Hadoop vs. MarkLogic Report (Updated: December 2025).

Buyer's Guide

Cloudera Distribution for Hadoop vs. MarkLogic

December 2025

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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

Cloudera Distribution for H...

Ranking in NoSQL Databases

9th

Average Rating

8.0

Reviews Sentiment

6.3

Number of Reviews

Ranking in other categories

Hadoop (2nd)

MarkLogic

Ranking in NoSQL Databases

19th

Average Rating

9.4

Reviews Sentiment

5.2

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of January 2026, in the NoSQL Databases category, the mindshare of Cloudera Distribution for Hadoop is 3.3%, up from 2.1% compared to the previous year. The mindshare of MarkLogic is 2.0%, up from 1.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.

NoSQL Databases Market Share Distribution
Product	Market Share (%)
Cloudera Distribution for Hadoop	3.3%
MarkLogic	2.0%
Other	94.7%

NoSQL Databases

Featured Reviews

Rok Dolinsek

Manager, Bussines Development & Co Owner at Troia d.o.o.

Enables on-premise implementation with powerful data processing capabilities

This is the only solution that is possible to install on-premise. Cloudera provides a hybrid solution that combines compute on cloud or on-premises. It includes all machine learning algorithms in the Spark machine learning library. All functionalities needed for a big data platform and ETL are on the platform, eliminating the need for other tools. It is scalable, ready for vertical scaling, and very powerful, offering numerous functionalities and configurations for generative AI.

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Ansh Ramsani

full stack developer at a educational organization with 1,001-5,000 employees

Banking data workflows have become faster and now support rich PDF and media management

In my experience, the best features MarkLogic offers include indexing, which is a quick and efficient way to get the files and I really appreciate that. The indexing feature of MarkLogic has helped my work by being quick, faster, and very helpful for the team to get the code quicker and to ensure everything is fast. MarkLogic has positively impacted my organization by making everything quick and fast, and I believe that is a major change we have seen here. In fact, the development process is much quicker than other applications we were using previously.

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Quotes from Members

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

Pros

"Cloudera, as a whole, is designed to provide organizations with solutions for big data."

"The solution is reliable and stable, it fits our requirements."

"The solution is stable."

"We had a data warehouse before all the data. We can process a lot more data structures."

"The features I find most valuable is that the solution is that it is easy to install and to work with. It starts with the installation and from there on the management is very simple and centralized."

"The tool's most interesting features are the distributed file system and unstructured data processing capability. Because we have a lot of unstructured data, like XML and social media logs, these features make it more valuable than the usual data warehousing solutions."

"I don't see any performance issues."

"CDH has a wide variety of proprietary tools that we use, like Impala. So from that perspective, it's quite useful as opposed to something open-source. We get a lot of value from Cloudera's proprietary tools."

More Cloudera Distribution for Hadoop pros

"MarkLogic has positively impacted my organization by making everything quick and fast, and I believe that is a major change we have seen here."

"The rules can show us if there are missing items, like titles, and we can add them in to ensure everything is filled and makes sense and there are no missing details."

"MarkLogic's greatest asset is its strong engineering foundation. It was specifically designed with search capabilities in mind, and the developers placed a great emphasis on ensuring the quality of the indexing and all subsequent layers that were added."

Cons

"There is a maximum of a one-gigabyte block size, which is an area of storage that can be improved upon."

"They should focus on upgrading their technical capabilities in the market."

"The tool's ability to be deployed on a cloud model is an area of concern where improvements are required."

"Without the big data environment, we cannot store all of this data live. We have billions of records and terabytes of storage to be used. It's not an option actually for us to have a big data environment."

"The solution does not support multiple languages very well and this means users need to create work-arounds to implement some solutions."

"Cloudera Distribution for Hadoop has a limited feature list and a lot of costs involved."

"Cloudera's support is extremely bad and cannot be relied on."

"The solution is not fit for on-premise distributions."

More Cloudera Distribution for Hadoop cons

"One of the most common requests is to improve the user interface of the database. While it is primarily a database, there are other databases available that offer more user-friendly interfaces. The UI is good for developers but not for regular users. More visuals would be beneficial."

"The spreadsheet capabilities could be improved."

Pricing and Cost Advice

"The price could be better for the product."

"It is an expensive product."

"The pricing must be improved."

"The solution is expensive."

"The solution is fairly expensive."

"I believe we pay for a three-year license."

"The tool is expensive...For the SMB market or customers whose environments are not that complex and do not have multiple systems running, Cloudera might not be a good option."

"When comparing with Oracle Sybase and SQL, it's cheaper. It's not expensive."

More Cloudera Distribution for Hadoop pricing and cost advice

"MarkLogic is a pricey option, but there are some advantages to its pricing structure. For medium-sized clients or departments within larger companies, it is possible to obtain a license for one or two nodes for less than a hundred thousand dollars. Additionally, if you only need to deploy a single node, you can do so for under fifty thousand dollars. This is in contrast to other high-quality software options that are only accessible to larger businesses, where the starting price can be upwards of two hundred thousand dollars."

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Top Industries

By visitors reading reviews

Educational Organization

19%

Financial Services Firm

19%

Computer Software Company

Healthcare Company

No data available

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	16
Midsize Enterprise	9
Large Enterprise	31

No data available

Questions from the Community

What do you like most about Cloudera Distribution for Hadoop?

The tool can be deployed using different container technologies, which makes it very scalable.

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What is your experience regarding pricing and costs for Cloudera Distribution for Hadoop?

The price for Cloudera is average, yet it is very good compared to other solutions. It can be deployed on-premises, unlike competitors' cloud-only solutions.

See all answers

What needs improvement with Cloudera Distribution for Hadoop?

If they could support modifying the data more easily than the current implementation, it would be beneficial.

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Comparisons

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Couchbase Enterprise vs Cloudera Distribution for Hadoop

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Microsoft Azure Cosmos DB vs MarkLogic

Compared 13% of the time

Cassandra vs MarkLogic

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Product Reports

Buyer's Guide

Cloudera Distribution for Hadoop

January 2026

Download Cloudera Distribution for Hadoop product report

Buyer's Guide

NoSQL Databases

January 2026

Download MarkLogic product report

Overview

Cloudera Distribution for Hadoop is the world's most complete, tested, and popular distribution of Apache Hadoop and related projects. CDH is 100% Apache-licensed open source and is the only Hadoop solution to offer unified batch processing, interactive SQL, and interactive search, and role-based access controls. More enterprises have downloaded CDH than all other such distributions combined.

Cloudera

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

37signals, Adconion,adgooroo, Aggregate Knowledge, AMD, Apollo Group, Blackberry, Box, BT, CSC

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

Buyer's Guide

Cloudera Distribution for Hadoop vs. MarkLogic

December 2025

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