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Couchbase Server vs MarkLogic comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jan 11, 2026

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

Couchbase Server
Ranking in NoSQL Databases
21st
Average Rating
0.0
Number of Reviews
0
Ranking in other categories
No ranking in other categories
MarkLogic
Ranking in NoSQL Databases
9th
Average Rating
8.2
Reviews Sentiment
6.1
Number of Reviews
11
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of May 2026, in the NoSQL Databases category, the mindshare of Couchbase Server is 2.2%, up from 0.1% compared to the previous year. The mindshare of MarkLogic is 2.8%, up from 1.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
NoSQL Databases Mindshare Distribution
ProductMindshare (%)
MarkLogic2.8%
Couchbase Server2.2%
Other95.0%
NoSQL Databases
 

Featured Reviews

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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.
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Top Industries

By visitors reading reviews
No data available
Educational Organization
30%
Financial Services Firm
14%
Recreational Facilities/Services Company
7%
Manufacturing Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business2
Midsize Enterprise4
Large Enterprise9
 

Questions from the Community

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What is your experience regarding pricing and costs for MarkLogic?
I do not actually deal with pricing, setup costs, or licensing because I work for an organization, but I believe the pricing and licensing are definitely on the higher side compared to open-source ...
What needs improvement with MarkLogic?
I would say the features can be improved, as maybe the UI could be a little better. I am not sure if there are other options, but the one I am using is from the query console, so maybe I am not awa...
What is your primary use case for MarkLogic?
My main use case for MarkLogic involves running queries to check some of the jobs. I run batch jobs and then I want to check whether the batch jobs are running fine. I check the data on MarkLogic b...
 

Interactive Demo

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Overview

 

Sample Customers

Information Not Available
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 MongoDB, Microsoft, Couchbase and others in NoSQL Databases. Updated: April 2026.
892,611 professionals have used our research since 2012.