We primarily use the solution for long-term storage. We use it to store all our data. We also use it to support microservices that already have calculated data. We don't use it for any other purpose.
Senior Associate at a financial services firm with 10,001+ employees
Good for transformation and data storage but quite expensive for smaller organizations
Pros and Cons
- "The initial setup isn't really that complex."
- "MongoDB should better support small and medium companies. There are a lot of clients out there that are interested, however, they need something lighter and less complex and something not so expensive upfront."
What is our primary use case?
What is most valuable?
The most valuable feature of the solution is the ability to easily store documentation regarding structures.
We can easily connect to MongoDB and search without transformation, without joining. If we want to use a simple search it's really fast.
The initial setup isn't really that complex.
The solution is pretty stable overall.
What needs improvement?
If we want to perform some joins or some other types of transformation that are more advanced, in that case, we cannot use MongoDB. We need to use another solution.
The solution needs to better support modern aspects of search engines. There is typically a microservice layer and MongoDB doesn't support well within search engines. If you want to create some complex structures, you need something like Elasticsearch, for example.
The pricing is expensive.
MongoDB should better support small and medium companies. There are a lot of clients out there that are interested, however, they need something lighter and less complex and something not so expensive upfront.
For how long have I used the solution?
I've been using the solution for the past two or three years.
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What do I think about the stability of the solution?
The stability of the solution is very good. There are no bugs or glitches. It doesn't crash or freeze. It's pretty good overall.
How are customer service and support?
I've never used technical support. I can't speak to their level of responsiveness or how knowledgeable they are.
Which solution did I use previously and why did I switch?
We previously mostly used SQL databases. We used Microsoft SQL mostly and we needed some NoSQL databases. That's why we implemented Elasticsearch and MongoDB. We wanted a NoSQL database that we could search, however, was also capable of long-term storage.
How was the initial setup?
The initial setup is not so complex when we are talking about on-prem solutions. It's an easy initial setup. We are fine with that.
I was surprised, however, by the lack of support offered during implementation. You are left to your own devices. There isn't much guidance - especially on so complex a transformation.
What about the implementation team?
We have our own agent teams. Mostly we rely on our engineers, not consultants at other companies. We're able to handle everything rather well in-house.
What's my experience with pricing, setup cost, and licensing?
The pricing is quite high and we don't appreciate the solution raising prices so much.
I'm following up with the licensing, however, I don't have the exact figures right now. I mostly advise some companies about that, and usually do not go into detail. What I'm interested in, for example, is when you implement some solution in some company what are the costs for that company in the near future, for example, in one or two years. This is what we are thinking about.
It's not easy to implement some solutions in some small companies if at the beginning they need to pay some licensing costs upfront. For example, for Mongo DB. It would be easier if the small companies could operate without licensing for some period of time and then only after they grow to a certain size or need they would have to pay some for that usage.
What other advice do I have?
While I may advise clients on MongoDB, I don't have a direct business relationship with the company.
We always use the latest version that is available.
As we implement the solution for clients, we deal with different deployment models. Typically, for banks, for example, the on-premises deployment is used. However, we've looked into the cloud as well and some clients may consider that deployment instead.
A company considering the solution needs to first think about the project and the infrastructure that they need to implement. Every solution is different. I cannot say that I feel some particular way about MongoDB. It always depends on the organizational need.
I'd rate the solution at a seven out of ten. I'd rate it higher if it offered more upfront support and a lighter solution for smaller organizations. It would be great if they could build an open-source version, for example.
Which deployment model are you using for this solution?
On-premises
Disclosure: My company has a business relationship with this vendor other than being a customer. Reseller
Senior Software Engineer at a aerospace/defense firm with 501-1,000 employees
Free community edition, good documentation, easy to install and deploy
Pros and Cons
- "In our case, it is most important to have redundancy."
- "It would be much more useful if I have an admin user and a password."
What is our primary use case?
We use it in our virtual environment.
Our software produces a lot of predefined JSON Structures. We save those JSONs in an encrypted form inside MongoDB.
It's simple storage of JSON. We do not perform any database functions.
What is most valuable?
In our case, it is most important to have redundancy. It supports a replica set and it allows us to use mutual TLS for authentications with the certificates.
The documentation is useful.
What needs improvement?
We work with the community edition and it would be really nice to have for the database side encryption, but it's not available in the community. It is only available in the enterprise edition.
We use mutual TLS, which means we use the certificate for authentication and connection encryption.
When I want to connect to a node, I need to supply the certificate that MongoDB trusts, even though I use an admin password. This is not useful, and it complicates things.
It would be much more useful if I have an admin user and a password.
I would like it to be more straightforward when connecting to a node.
For how long have I used the solution?
We have been using MongoDB for the last 12 months.
We are using version 4.4.0.
What do I think about the stability of the solution?
It's pretty stable. We don't have any complaints.
What do I think about the scalability of the solution?
It's a scalable solution. We haven't had any issues.
We are in development mode, and not really used by users. We have five people for development.
We can't know for sure if we will continue to use this solution. We are still in the development phase so we have to see when we finish.
How are customer service and technical support?
I have not contacted technical support. I used the official documentation, which was enough for me.
How was the initial setup?
The initial setup was straightforward. We used Docker, so it was pretty easy.
It didn't take long to deploy.
What's my experience with pricing, setup cost, and licensing?
It's free. It's a community edition, so we do not pay anything.
There are no additional costs.
Which other solutions did I evaluate?
We didn't really evaluate other solutions. We did not have strict requirements in choosing a database. We just needed to keep JSON files informed when we produce them and MongoDB seems to be fine for us.
What other advice do I have?
I would rate MongoDB a nine out of ten.
Which deployment model are you using for this solution?
On-premises
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
Buyer's Guide
MongoDB Enterprise Advanced
January 2026
Learn what your peers think about MongoDB Enterprise Advanced. Get advice and tips from experienced pros sharing their opinions. Updated: January 2026.
881,757 professionals have used our research since 2012.
IT Manager at a insurance company with 10,001+ employees
Useful for storing historical data, fast response, and easy to use
Pros and Cons
- "It stores historical data with ease. For example, if you are a healthcare member, then you will have multiple records of visits to the doctors. To store such data in Oracle Database, you have to create many records. You might also have duplication problems because your records are going in again and again, because of which the data warehouse and the maintenance cost will be huge. MongoDB is comparatively lightweight. It is a JSON extract. Once you define a schema and extract it, you can push all the relationships in any way you want. It is easier to define and get different types of transactions into MongoDB. It is also easier to set it up as compared to other solutions. MongoDB is a NoSQL database, which means it is a document DB in which you can store documents that you created in BSON. It is pretty fast in response. It is faster than relational databases because it does not define any primary keys, secondary keys, tertiary keys, and all those kinds of things."
- "A normal Oracle or database tester will take some time to gear up to MongoDB because the way of writing queries is different in MongoDB. There should be some kind of midway where a person who is coming from an Oracle background can write a query and get a response by using something like a select * statement or other such things. There should be some way for MongoDB to interpret these commands rather than making a person learn MongoDB commands and writing them. I struggled while writing these MongoDB commands. I had not seen such queries before. It was pretty difficult to get them. This is one of the areas where it would help from the improvement standpoint."
What is most valuable?
It stores historical data with ease. For example, if you are a healthcare member, then you will have multiple records of visits to the doctors. To store such data in Oracle Database, you have to create many records. You might also have duplication problems because your records are going in again and again, because of which the data warehouse and the maintenance cost will be huge. MongoDB is comparatively lightweight. It is a JSON extract. Once you define a schema and extract it, you can push all the relationships in any way you want. It is easier to define and get different types of transactions into MongoDB. It is also easier to set it up as compared to other solutions.
MongoDB is a NoSQL database, which means it is a document DB in which you can store documents that you created in BSON. It is pretty fast in response. It is faster than relational databases because it does not define any primary keys, secondary keys, tertiary keys, and all those kinds of things.
What needs improvement?
A normal Oracle or database tester will take some time to gear up to MongoDB because the way of writing queries is different in MongoDB. There should be some kind of midway where a person who is coming from an Oracle background can write a query and get a response by using something like a select * statement or other such things. There should be some way for MongoDB to interpret these commands rather than making a person learn MongoDB commands and writing them. I struggled while writing these MongoDB commands. I had not seen such queries before. It was pretty difficult to get them. This is one of the areas where it would help from the improvement standpoint.
What do I think about the stability of the solution?
It is stable.
What do I think about the scalability of the solution?
It is scalable.
How are customer service and technical support?
I haven't called them ever. I haven't seen any issues, so I would say it's pretty good.
What's my experience with pricing, setup cost, and licensing?
I don't know, but I have heard from people who procure it that it is much cheaper than Oracle.
What other advice do I have?
It is a good tool. You should give it a try. It has a very good and different perspective of looking at how data can be stored in a database and restored from a database because it is not like a straight query or record. The data is just in files. It does whatever a database should do.
I would rate MongoDB a nine out of ten.
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
Senior Developer at a energy/utilities company with 10,001+ employees
An open source solution for storage and mapping that is stable and easy to setup
Pros and Cons
- "The most valuable feature is the geometric information done with GeoJSON."
- "Simplifying the aggregation framework would be an improvement."
What is our primary use case?
We are using this solution for storage and mapping. We have developed an application for mapping. We source the GeoJSON position for approximately eleven million points.
Our application is made for desktops, and we started using MongoDB for that application.
We have four teams in our laboratory and the other teams are developing their applications to be used with MongoDB.
The primary use of MongoDB is for mapping the application.
What is most valuable?
The most valuable feature is the geometric information done with GeoJSON. We search the points, and we can perform searches for the data using the RPA for MongoDB. We can ask for points in the geometric shapes or points near other points.
What needs improvement?
Simplifying the aggregation framework would be an improvement.
Also, the replica system could be improved.
For how long have I used the solution?
I have been using MongoDB for approximately four years.
We have anywhere from 15 to 20 people using this solution on a daily basis.
What do I think about the stability of the solution?
This is a stable solution and we are happy with it.
What do I think about the scalability of the solution?
It is possible to scale this solution but it has a problem with the replication.
How are customer service and technical support?
I have not contacted technical support. We have been able to resolve any issues we have had on our own.
Which solution did I use previously and why did I switch?
Previously we used MariaDB and we continue to use MariaDB for other purposes. We started using MongoDB to manage non-relational data.
How was the initial setup?
The initial setup was simple and straightforward.
It took a couple of hours.
I am the only one maintaining this solution.
What about the implementation team?
I completed the initial setup and implementation.
I did not use the help of a vendor or integration. I did it on my own.
What's my experience with pricing, setup cost, and licensing?
MongoDB is an open-source solution.
What other advice do I have?
We are a small laboratory and always look for open source solutions or solutions where the licensing is every year. We are prepared to do the troubleshooting ourselves.
The most important part is to evaluate the rest of the ecosystem integrations. When we started, the driver that we used to develop the application was in C++ wasn't relevant. At the start of the project, we had some difficulties because there was no documentation available. There were no examples and no support from the community.
You have to take into account the languages that you are using. If you are going to develop in the main languages of the solution such as Python, or JavaScript, then you won't have to worry.
I would rate this solution a nine out of ten.
Which deployment model are you using for this solution?
On-premises
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
Software Engineer at a transportation company with 51-200 employees
Leverages public cloud and ease to use but support response time requires improvement
Pros and Cons
- "It's easy to use."
- "The stability could be better."
What is our primary use case?
What is most valuable?
What needs improvement?
If something is wrong on the cluster, then you need to contact the support team. The stability could be better.
For how long have I used the solution?
I used MongoDB for about a year.
What do I think about the stability of the solution?
It's okay. It's acceptable. The stability could be better.
How are customer service and support?
If something is wrong on the cluster, you need to contact the support team. At first, when we were trying to build a cluster.
How would you rate customer service and support?
Neutral
What other advice do I have?
We rated MongoDB a seven out of ten.
Which deployment model are you using for this solution?
Public Cloud
If public cloud, private cloud, or hybrid cloud, which cloud provider do you use?
Amazon Web Services (AWS)
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
Senior Information Security Analyst at a tech services company with 1-10 employees
Simple to learn and implement, but data consistency could be more efficient than traditional SQL
Pros and Cons
- "MongoDB is simpler to learn and implement than traditional SQL solutions like MySQL."
- "The product's data consistency could be more efficient than traditional SQLs."
What is our primary use case?
I have used the product to store and manage data operations.
What is most valuable?
MongoDB is simpler to learn and implement than traditional SQL solutions like MySQL.
What needs improvement?
The product's data consistency could be more efficient than traditional SQLs.
For how long have I used the solution?
I have used MongoDB for a year while working on a project. I was using the latest version.
What do I think about the stability of the solution?
MongoDB was stable and much faster than traditional SQL.
What do I think about the scalability of the solution?
There were five MongoDB users in our organization working in different teams.
Which solution did I use previously and why did I switch?
I was working with MySQL before. I decided to use MongoDB rather than other products to learn something new. It is easier to learn and implement than other databases.
How was the initial setup?
The learning process for initial setup is easier compared to traditional SQL. Someone without prior experience working with it can learn the process quickly.
What's my experience with pricing, setup cost, and licensing?
MongoDB is an open-source product. We don't have to pay for the licenses.
What other advice do I have?
I advise others to evaluate a lot of other databases. MongoDB worked fine for my project. However, I would have selected a product besides MongoDB to improve my skills and learn something new.
I rate it a six out of ten.
Which deployment model are you using for this solution?
On-premises
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
CEO at a computer software company with 11-50 employees
Plenty of applications, scalable, but too many updates
Pros and Cons
- "The most valuable features of MongoDB are we have a lot of documentation and SQL-based applications that run on it."
- "MongoDB could improve by not having so many updates and different versions."
What is our primary use case?
We are using MongoDB for unstructured databases.
What is most valuable?
The most valuable features of MongoDB are we have a lot of documentation and SQL-based applications that run on it.
What needs improvement?
MongoDB could improve by not having so many updates and different versions.
For how long have I used the solution?
I have been using MongoDB for approximately two years.
What do I think about the stability of the solution?
MongoDB is stable, but there are always a lot of patches and upgrades every now and then.
What do I think about the scalability of the solution?
MongoDB can scale but you will need to pay for the upgraded solution.
How are customer service and support?
I have not contacted the technical support of MongoDB.
How was the initial setup?
The initial setup of MongoDB is simple and the implementation took approximately one day.
What about the implementation team?
We did the implementation in-house.
What's my experience with pricing, setup cost, and licensing?
MongoDB is a free solution. We wanted to have high availability and the subscription cost was quite expensive because the basic one is free and then when you want to have some other replications or other features you will need to pay money. Overall the solution is expensive.
What other advice do I have?
I would recommend this solution to others.
I rate MongoDB a six out of ten.
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
Chief Strategy Officer (CSO) at a computer software company with 11-50 employees
Efficient, and the support is good, but the performance could be improved
Pros and Cons
- "MongoDB is fast and efficient."
- "The performance could be faster."
What is our primary use case?
We use MongoDB for big data analysis. We are also developing monitoring tools, and if our data grows big enough, we'll use MongoDB to silo out the data structure.
What is most valuable?
In general, I am satisfied with this solution.
MongoDB is fast and efficient.
What needs improvement?
Currently, I understand that they're revamping and adding a lot of features, and things are moving a little slowly. The performance could be faster.
For how long have I used the solution?
I have been working with MongoDB for a few years.
I'm not sure which version we're running, but our technical team is keeping up with the latest developments.
What do I think about the stability of the solution?
MongoDB for now is stable enough.
What do I think about the scalability of the solution?
MongoDB is a scalable solution.
How are customer service and support?
I am satisfied with the technical support.
Which solution did I use previously and why did I switch?
Previously, I was not using another solution. It was already in place when I joined the company.
How was the initial setup?
I was not involved with the installation.
We had our technicians complete the installation.
What's my experience with pricing, setup cost, and licensing?
I believe that the licensing fees are paid on a yearly basis.
What other advice do I have?
I would recommend this solution to others who are considering using it.
I would rate MongoDB a seven out of ten.
Which deployment model are you using for this solution?
On-premises
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
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Updated: January 2026
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