Marqo vs MongoDB Enterprise Advanced comparison

Marqo and MongoDB are both solutions in the Open Source Databases category. Marqo is ranked #22, while MongoDB is ranked #6 with an average rating of 8.4. Marqo holds a 0.7% mindshare in OSD, compared to MongoDB’s 5.1% mindshare. Additionally, 92% of MongoDB users are willing to recommend the solution.

Marqo

368 Views
191 Comparison Views

MongoDB Enterprise Advanced

Read 82 MongoDB Enterprise Advanced reviews

5,473 Views
2,244 Comparison Views

92% willing to recommend

Marqo

MongoDB Enterprise Advanced

Comparison Buyer's Guide

Download the report

Executive SummaryUpdated on Feb 8, 2026

MongoDB Enterprise Advanced and Marqo compete in the data management category. Marqo offers a distinctive advantage with its features, while MongoDB is preferred for its support and ROI.

Features: MongoDB Enterprise Advanced offers robust data handling, ensuring high availability and security, tailored for large-scale ventures. Its known strengths include efficient data processing, reliable security protocols, and scalability. Marqo provides advanced search capabilities and an intuitive design, characterized by flexible configurations that cater to diverse business needs.

Ease of Deployment and Customer Service: MongoDB Enterprise Advanced requires considerable technical knowledge for deployment but is backed by strong customer service. Conversely, Marqo presents a straightforward deployment process, promoting quicker resource allocation despite having less extensive customer support.

Pricing and ROI: MongoDB Enterprise Advanced involves higher setup costs, but the investment is often offset by favorable ROI due to its performance and support. Marqo's competitive pricing model, paired with faster deployment, can lead to quicker ROI, making it appealing for businesses prioritizing value-driven solutions.

To learn more, read our detailed Open Source Databases Report (Updated: January 2026).

Buyer's Guide

Open Source Databases

January 2026

Download the complete report

Helped 881,733 peers since 2012

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

Marqo

Ranking in Open Source Databases

22nd

Average Rating

0.0

Number of Reviews

Ranking in other categories

Vector Databases (20th)

MongoDB Enterprise Advanced

Ranking in Open Source Databases

6th

Average Rating

8.2

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

NoSQL Databases (1st), Managed NoSQL Databases (4th)

Mindshare comparison

As of February 2026, in the Open Source Databases category, the mindshare of Marqo is 0.7%, up from 0.2% compared to the previous year. The mindshare of MongoDB Enterprise Advanced is 5.1%, up from 4.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Open Source Databases Market Share Distribution
Product	Market Share (%)
MongoDB Enterprise Advanced	5.1%
Marqo	0.7%
Other	94.2%

Open Source Databases

Featured Reviews

Use Marqo?

Leave a review

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.

Read full review

See which vendors are best for you

Use our free recommendation engine to learn which Open Source Databases solutions are best for your needs.

See recommendations

881,733 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

No data available

Financial Services Firm

14%

Computer Software Company

Manufacturing Company

University

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

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

Questions from the Community

Ask a question

Earn 20 points

What do you like most about MongoDB?

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

See all answers

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...

See all answers

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 ...

See all answers

Comparisons

Qdrant vs Marqo

Compared 21% of the time

Chroma vs Marqo

Compared 19% of the time

Pinecone vs Marqo

Compared 16% of the time

Milvus vs Marqo

Compared 15% of the time

Faiss vs Marqo

Compared 13% of the time

More Marqo Competitors

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

Product Reports

Buyer's Guide

Open Source Databases

January 2026

Download Marqo product report

Buyer's Guide

MongoDB Enterprise Advanced

January 2026

Download MongoDB Enterprise Advanced product report

Overview

Marqo is a powerful marketing campaign management and analysis tool. Users have reported that Marqo helps streamline marketing efforts, track campaign performance, and make data-driven decisions.

With its user-friendly interface and integration capabilities, Marqo is praised for its efficiency and comprehensive analytics.

Users appreciate its intuitive design, fast and reliable results, and in-depth insights, enabling them to complete tasks efficiently and make informed decisions.

Marqo

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

Sample Customers

1. Airbnb 2. Amazon 3. Apple 4. BMW 5. Cisco 6. CocaCola 7. Dell 8. Disney 9. Google 10.HP 11. IBM 12. Intel 13. JPMorgan Chase 14. Kraft Heinz 15. L'Oreal 16. McDonalds 17. Merck 18.Microsoft 19.Nike 20.Oracle 21.PG 22. PepsiCo 23.Procter and Gamble 24.Samsung 25. Shell 26.Sony 27. Toyota 28.Visa 29.Walmart 30.WeWork

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

Buyer's Guide

Open Source Databases

January 2026

Download Free Report

Find out what your peers are saying about Oracle, PostgreSQL, Firebird and others in Open Source Databases. Updated: January 2026.

DOWNLOAD NOW

881,733 professionals have used our research since 2012.

See our list of best Open Source Databases vendors.

We monitor all Open Source Databases reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.