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CouchDB vs MarkLogic comparison

 

Comparison Buyer's Guide

Executive Summary

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

CouchDB
Ranking in NoSQL Databases
17th
Average Rating
0.0
Number of Reviews
0
Ranking in other categories
No ranking in other categories
MarkLogic
Ranking in NoSQL Databases
8th
Average Rating
8.4
Reviews Sentiment
6.0
Number of Reviews
14
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of June 2026, in the NoSQL Databases category, the mindshare of CouchDB is 2.8%, up from 1.9% compared to the previous year. The mindshare of MarkLogic is 2.8%, up from 1.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
NoSQL Databases Mindshare Distribution
ProductMindshare (%)
MarkLogic2.8%
CouchDB2.8%
Other94.4%
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
26%
Transportation Company
13%
Financial Services Firm
10%
Construction Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business5
Midsize Enterprise3
Large Enterprise11
 

Questions from the Community

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What is your experience regarding pricing and costs for MarkLogic?
Regarding pricing, the setup cost of MarkLogic is quite high. It requires a larger budget, depending on data size, with larger data sizes demanding more clusters, directly influencing cost.
What needs improvement with MarkLogic?
I wish I had known one thing earlier about MarkLogic, specifically regarding indexing. Initially, our focus was mostly on ingestion and transformation, and things seemed fine when the database was ...
What is your primary use case for MarkLogic?
MarkLogic has been instrumental in various data-related tasks throughout my projects. When I joined a project, I started using MarkLogic for integrating data from multiple legacy systems. Since the...
 

Overview

 

Sample Customers

Verizon, Dimagi Inc., Apple, Sinclair Broadcast Group, Perspecta
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, Redis and others in NoSQL Databases. Updated: May 2026.
900,644 professionals have used our research since 2012.