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

MarkLogic vs Neo4j Graph Database comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jan 7, 2025

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

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
Neo4j Graph Database
Ranking in NoSQL Databases
8th
Average Rating
8.6
Reviews Sentiment
7.7
Number of Reviews
6
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of May 2026, in the NoSQL Databases category, the mindshare of MarkLogic is 2.8%, up from 1.3% compared to the previous year. The mindshare of Neo4j Graph Database is 6.0%, up from 4.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.
NoSQL Databases Mindshare Distribution
ProductMindshare (%)
Neo4j Graph Database6.0%
MarkLogic2.8%
Other91.2%
NoSQL Databases
 

Featured Reviews

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.
RT
VP odfTechnology at Enterpi Software Solutions Private Limited
Delivers superior search and data aggregation capabilities
Neo4j helps with advanced search needs, providing good search results and aggregates compared to MongoDB. Aggregating with MongoDB can be difficult; however, with Neo4j, it's easier. Aggregating data, backing up, and creating new clusters are user-friendly from the back end. In DevOps web deployment, we noticed no database issues. We created Docker instances and set them up efficiently, managing databases up to 50 gigabytes.

Quotes from Members

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

Pros

"MarkLogic has positively impacted my organization by making our job easier because we can store a large amount of data, and the built-in search feature is great, including semantic data management."
"For example, earlier search operations were slow and less flexible, but after using MarkLogic, we delivered near real-time results, improving both system efficiency and user satisfaction."
"After moving that into MarkLogic pipelines, the same process became almost near real-time or at least reduced to minutes in most cases."
"MarkLogic has positively impacted my organization by making everything quick and fast, and I believe that is a major change we have seen here."
"MarkLogic has positively impacted my organization as I think company-wise, it is one of the go-to tools for validating the jobs we are running."
"We moved to MarkLogic and created the API using JavaScript server-side language, and we saw almost 60% improvement in the speed of the search."
"Overall, it reduced data transformation efforts, simplified architecture, and made it easier to build richer and more connected database models."
"MarkLogic has had a tangible positive impact on our organization."
"Creates the ability to visualize outputs."
"For now, the tool doesn't break down or stop, so it is quite stable."
"As a graph database, I am surprised at their performance and response time."
"It enables circumstances which would have been a complex problem to be simplified."
"It is good for search-based tasks, providing solid search results and aggregate results."
"The graph modeling paradigm suits our data set well, where there may be orders of magnitude more connections between data points than data points themselves."
"The solution's best feature is how it differs from traditional SQL databases. It's hard to map people and find those near me in SQL, which requires long, complex queries. Neo4j Graph Database makes this easier with simpler queries. It also supports more data types, like JSON, which SQL doesn't."
"Neo4j helps with advanced search needs, providing good search results and aggregates compared to MongoDB."
 

Cons

"I would say the features can be improved, as maybe the UI could be a little better."
"There are several things I have observed regarding MarkLogic's improvement areas."
"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."
"One area where I feel MarkLogic can improve is the learning curve."
"MarkLogic's scalability is very bad. 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."
"The spreadsheet capabilities could be improved."
"Regarding improvement, I have identified a few areas. MarkLogic is quite powerful, but some areas need enhancement."
"When I started with MarkLogic, I found that its learning curve and developer experience are not very comfortable for beginners."
"The tool could improve by having more resources, especially for Golang, which we use. It lacks good basic libraries and doesn't have an ORM (Object-Relational Mapping) tool, which many NoSQL databases have. We thought about building an ORM for the Neo4j Graph Database but are too busy."
"For me, when the tool was deployed on an on-premises model, it was a little bit difficult the first time."
"There are concerns about performance and whether the tool can necessarily scale to provide the solution."
"So far, we have not had any issues and are happy with the product in general."
"The only problem is that the community is quite small."
"There are things I found unintuitive or difficult to understand, however I can't say this is a deficiency in the product and likely more a function of my relatively low experience."
"The only problem is that the community is quite small."
"There are concerns about performance and whether the tool can necessarily scale to provide the solution."
 

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."
"The solution is open source so that you can use it for free. They also offer an enterprise version with its billing. If your company is earning well, I suggest using the enterprise version. Otherwise, you can deploy it on your own cloud and pay based on usage."
"The tool is not expensive."
report
Use our free recommendation engine to learn which NoSQL Databases solutions are best for your needs.
893,221 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Educational Organization
29%
Financial Services Firm
13%
Transportation Company
8%
Recreational Facilities/Services Company
6%
Financial Services Firm
15%
University
8%
Construction Company
8%
Computer Software Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business2
Midsize Enterprise4
Large Enterprise10
No data available
 

Questions from the Community

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...
What is your experience regarding pricing and costs for Neo4j?
The solution is open source so that you can use it for free. They also offer an enterprise version with its billing. If your company is earning well, I suggest using the enterprise version. Otherwi...
What needs improvement with Neo4j Graph Database?
The only problem is that the community is quite small.
What is your primary use case for Neo4j Graph Database?
We have used Neo4j in microservices. In one of the microservices, we used Neo4j since we have some requirements similar to MongoDB plus Elasticsearch. It performs both functions. Instead of doing t...
 

Overview

 

Sample Customers

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
Walmart, Telenor, Wazoku, Adidas, Cerved, GameSys, eBay, Schleich, ICIJ, die Bayerisch, Megree, InfoJobs, LinkedIn
Find out what your peers are saying about MarkLogic vs. Neo4j Graph Database and other solutions. Updated: April 2026.
893,221 professionals have used our research since 2012.