MongoDB Enterprise Advanced vs Red Hat Data Grid comparison

MongoDB and Red Hat are both solutions in the NoSQL Databases category. MongoDB is ranked #1 with an average rating of 8.4, while Red Hat is ranked #18. MongoDB holds a 13.9% mindshare in ND, compared to Red Hat’s 3.5% mindshare. Additionally, 92% of MongoDB users are willing to recommend the solution.

MongoDB Enterprise Advanced

Read 82 MongoDB Enterprise Advanced reviews

5,473 Views
3,065 Comparison Views

92% willing to recommend

Red Hat Data Grid

466 Views
461 Comparison Views

MongoDB Enterprise Advanced

Red Hat Data Grid

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Executive SummaryUpdated on Feb 8, 2026

MongoDB Enterprise Advanced and Red Hat Data Grid compete in the data management space. MongoDB Enterprise Advanced seems to have an advantage in pricing and support, while Red Hat Data Grid stands out with its features set.

Features: MongoDB Enterprise Advanced is known for schema flexibility, powerful querying capabilities, and strong integration options. In contrast, Red Hat Data Grid is recognized for high availability, distributed caching, and real-time data processing. MongoDB focuses on ease of use, while Red Hat emphasizes scalability and high performance.

Ease of Deployment and Customer Service: MongoDB Enterprise Advanced offers straightforward deployment with strong customer service support, facilitated by comprehensive documentation and community resources. Red Hat Data Grid, while deployable in diverse environments, may require a more technical setup but provides direct support channels for enterprise scalability and customization.

Pricing and ROI: MongoDB Enterprise Advanced features a competitive setup cost, praised for delivering quick ROI through cost-efficient scalability. Red Hat Data Grid's initial investment may be higher; however, its advanced capabilities can result in long-term ROI benefits in environments managing significant data loads.

To learn more, read our detailed NoSQL Databases Report (Updated: February 2026).

Buyer's Guide

NoSQL Databases

February 2026

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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

MongoDB Enterprise Advanced

Ranking in NoSQL Databases

1st

Average Rating

8.2

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

Open Source Databases (6th), Managed NoSQL Databases (4th)

Red Hat Data Grid

Ranking in NoSQL Databases

18th

Average Rating

0.0

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of February 2026, in the NoSQL Databases category, the mindshare of MongoDB Enterprise Advanced is 13.9%, down from 20.6% compared to the previous year. The mindshare of Red Hat Data Grid is 3.5%, up from 2.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.

NoSQL Databases Market Share Distribution
Product	Market Share (%)
MongoDB Enterprise Advanced	13.9%
Red Hat Data Grid	3.5%
Other	82.6%

NoSQL Databases

Featured Reviews

Fabien GOUINEAU

Architecte Cloud at Visiativ SA

Offers reliable engine for legacy needs but requires enhanced cost management and AI features

While MongoDB is a good product, it is also an expensive product for support, and its scalability is acceptable, but the big problem with MongoDB is the cost. For security in MongoDB, we work with encrypted databases by default, but we have not contracted the security options in our contract because it is too expensive, so we only implement encrypted databases without the security pack, which is very expensive for us; in security, we are at the first steps, just using encrypted databases. I think additional features needed in MongoDB include perhaps vector databases, as I think they are not supported right now.

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Top Industries

By visitors reading reviews

Financial Services Firm

14%

Computer Software Company

Manufacturing Company

University

Financial Services Firm

34%

Computer Software Company

15%

Government

Insurance Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	35
Midsize Enterprise	13
Large Enterprise	38

No data available

Questions from the Community

What do you like most about MongoDB?

MongoDB's approach to handling data in documents rather than traditional tables has been particularly beneficial.

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What is your experience regarding pricing and costs for MongoDB?

For a small company, the cost of MongoDB Enterprise Advanced is reasonable, but for heavy data usage, we see a little bit of cost pressure but it's acceptable. I will not be able to elaborate on th...

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What needs improvement with MongoDB?

The integration between data warehouse could be improved. Nowadays, a lot of data is getting generated, so certain ETL flexible scripts with backend database integrations would be an improvement I ...

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Comparisons

InfluxDB vs MongoDB Enterprise Advanced

Compared 6% of the time

Microsoft Azure Cosmos DB vs MongoDB Enterprise Advanced

Compared 5% of the time

Couchbase Enterprise vs MongoDB Enterprise Advanced

Compared 5% of the time

MongoDB Atlas vs MongoDB Enterprise Advanced

Compared 5% of the time

Cassandra vs MongoDB Enterprise Advanced

Compared 5% of the time

More MongoDB Enterprise Advanced Competitors

Redis vs Red Hat Data Grid

Compared 77% of the time

Cassandra vs Red Hat Data Grid

Compared 7% of the time

More Red Hat Data Grid Competitors

Product Reports

Buyer's Guide

MongoDB Enterprise Advanced

January 2026

Download MongoDB Enterprise Advanced product report

Buyer's Guide

NoSQL Databases

February 2026

Download Red Hat Data Grid product report

Overview

MongoDB Enterprise Advanced is a comprehensive platform renowned for its scalability, user-friendliness, and high performance, underpinned by its flexible document-based storage and open-source model. JSON compatibility, clustering, and security elevate its standing among professionals.

The platform facilitates efficient data management through developer-friendly tools and a strong aggregation framework. MongoDB’s no-schema requirement, supported by community expertise, underlines its adaptability. While its sharding capabilities and affordably support large data volumes, there are aspects such as security enhancement and enterprise tool integration that need attention. Indexing and query optimization pose challenges, alongside high costs. Improvements in analytics and UI could advance its infrastructure further.

What are the key features of MongoDB Enterprise Advanced?

Scalability: Dynamic adjustments to workloads with ease.
JSON Compatibility: Seamless data structuring with JSON support.
Clustering: Enhanced data management through robust clustering.
Security Integration: Built-in security measures for data protection.
Sharding: Efficient distribution of large datasets.

What benefits should users look for in reviews?

Document-Based Storage: Flexibility in managing varied data types.
Open-Source: Access to a broad community and resources.
Low-Cost Implementation: Economic efficiency in deployment.
Scalability: Supports the growth of data without sacrificing performance.

Industries leverage MongoDB Enterprise Advanced for significant roles in data storage within IoT platforms, healthcare apps, public service monitoring, and big data analytics. Companies in logistics and telecommunications find it instrumental for business process management and video content management, benefiting from its seamless integration and unstructured data support.

MongoDB

Red Hat Data Grid is an in-memory key-value data store, similar to a NoSQL database, and can be used by applications as their primary data store for rapid access to in-memory data, although data may also be persisted for recovery, backup, and archiving.

Red Hat

Sample Customers

Facebook, MetLife, City of Chicago, Expedia, eBay, Google

TTTECH, Thai bank

Find out what your peers are saying about MongoDB, Microsoft, ScyllaDB and others in NoSQL Databases. Updated: February 2026.

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