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Aerospike Database vs MarkLogic comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Feb 16, 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

Aerospike Database
Ranking in NoSQL Databases
14th
Average Rating
8.0
Reviews Sentiment
7.8
Number of Reviews
1
Ranking in other categories
AI Security (163rd)
MarkLogic
Ranking in NoSQL Databases
9th
Average Rating
8.2
Reviews Sentiment
6.0
Number of Reviews
12
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of May 2026, in the NoSQL Databases category, the mindshare of Aerospike Database is 3.4%, down from 3.7% 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%
Aerospike Database3.4%
Other93.8%
NoSQL Databases
 

Featured Reviews

Manikandan Gunasekaran - PeerSpot reviewer
Director of Engineering at Ola
Boost authentication and session management with reliable and fast data handling
There is a lot of technical debt in our company, and we need to update to the latest versions. The lack of automation in upgrading clusters from development to production is a concern. A tool for automatically handling such upgrades would reduce operational huddle. Additionally, it would be beneficial if Aerospike had a community version to encourage broader adoption and experimentation.
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.

Quotes from Members

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

Pros

"It shows better compression and compaction, which is valuable."
"MarkLogic made our process smoother and faster, enhancing collaboration and efficiency between teams."
"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."
"MarkLogic has had a tangible positive impact on our organization."
"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'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."
"Overall, it reduced data transformation efforts, simplified architecture, and made it easier to build richer and more connected database models."
"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."
 

Cons

"The lack of automation in upgrading clusters from development to production is a concern."
"I would say the features can be improved, as maybe the UI could be a little better."
"One area where I feel MarkLogic can improve is the learning curve."
"There are several things I have observed regarding MarkLogic's improvement areas."
"When I started with MarkLogic, I found that its learning curve and developer experience are not very comfortable for beginners."
"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."
"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."
"While MarkLogic itself is powerful, it can be improved in terms of ease of usage, cost, and the learning curve."
 

Pricing and Cost Advice

"We use around half a TB of data and spend approximately $36,000 to $40,000 USD per year on Aerospike."
"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."
report
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Top Industries

By visitors reading reviews
Financial Services Firm
16%
Computer Software Company
14%
Comms Service Provider
11%
Media Company
5%
Educational Organization
29%
Financial Services Firm
11%
Transportation Company
9%
Legal Firm
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business2
Midsize Enterprise3
Large Enterprise8
 

Questions from the Community

What is your experience regarding pricing and costs for Aerospike Database 7?
We use around half a TB of data and spend approximately $36,000 to $40,000 USD per year on Aerospike.
What needs improvement with Aerospike Database 7?
There is a lot of technical debt in our company, and we need to update to the latest versions. The lack of automation in upgrading clusters from development to production is a concern. A tool for a...
What is your primary use case for Aerospike Database 7?
Aerospike is mainly used as the first step for authentication, authorization, and session persistence in our organization. It is a critical part of our workflow, as without it, we wouldn't be able ...
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?
One area where I feel MarkLogic can improve is the learning curve. When I first started, concepts like data modeling, indexing, or writing efficient XQuery were not very intuitive. It took some tim...
What is your primary use case for MarkLogic?
Our main use case for MarkLogic is as a data hub for integrating and managing data from multiple sources. I mostly work on ingesting data from different systems and transforming it and storing it i...
 

Overview

 

Sample Customers

AppNexus, Adform, KAYAK, Williams-Sonoma Inc., The Trade Desk, GREE, BlueKai, Chango CTO, InMobi, Yashi, eXelate CTO, Snapdeal, adMarketplace, Tapad, Komli Media, Neustar, So-net Media Networks, IMHO Vi, Vizury
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: May 2026.
896,099 professionals have used our research since 2012.