MongoDB vs Neo4j Graph Database comparison

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MongoDB Logo
8,892 views|6,285 comparisons
91% willing to recommend
Neo4j Logo
1,117 views|739 comparisons
100% willing to recommend
Comparison Buyer's Guide
Executive Summary

We performed a comparison between MongoDB and Neo4j Graph Database based on real PeerSpot user reviews.

Find out what your peers are saying about MongoDB, Couchbase, InfluxData and others in NoSQL Databases.
To learn more, read our detailed NoSQL Databases Report (Updated: May 2024).
771,212 professionals have used our research since 2012.
Featured Review
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pros
"We haven't had any issues with stability.""The Dynamic Application is a valuable feature.""MongoDB's best features are scalability, document management, and data security.""MongoDB has a simple data-loading interface.""It is convenient to use because we can do manipulations with the JSON data that we get. There are also a lot of joins and associations with MongoDB, which makes it easy to use for us.""It's easy to add and remove things in MongoDB. You can alter the tables. MongoDB is faster at reading, slower at writings.""The solution has good flexibility and very fast performance for searching data.""It is a stable solution. Stability-wise, I rate the solution a nine out of ten...Overall, MongoDB has helped manage and analyze attachment data."

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"Creates the ability to visualize outputs.""Enables people to understand what the business problem is and how the technology helps.""As a graph database, I am surprised at their performance and response time."

More Neo4j Graph Database Pros →

Cons
"The MongoDB documentation can be a little complicated sometimes.""It could be much more flexible like SequoiaDB. I would like to see more flexibility in the next release, especially when working with Microsoft Windows. A lot of people struggle with MongoDB because of their Windows versions. But Linux is faultless and mostly runs nicely.""It is important to note that MongoDB has limitations since it can only be used for specific use cases. For example, for master data, I would want to pick keys using an RDBMS, but for attachments, I would choose MongoDB.""MongoDB could improve by not having so many updates and different versions.""The performance of the solution could be improved.""The performance can be improved.""I don't see a lot of areas that need improvement.""I would like to see the scalability and security improved."

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"So far, we have not had any issues and are happy with the product in general.""There are concerns about performance and whether the tool can necessarily scale to provide the solution."

More Neo4j Graph Database Cons →

Pricing and Cost Advice
  • "We are using the Community Edition of MongoDB."
  • "It is rather expensive."
  • "MongoDB is an open-source solution."
  • "This is an open-source solution."
  • "We use the open-source version, which is available to use free of charge."
  • "I don't know, but I have heard from people who procure it that it is much cheaper than Oracle."
  • "MongoDB is not expensive."
  • "At the moment, all customers are using the community version."
  • More MongoDB Pricing and Cost Advice →

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    Questions from the Community
    Top Answer:MongoDB's approach to handling data in documents rather than traditional tables has been particularly beneficial.
    Top Answer:The product is affordable, but I don't have direct comparisons with other products as I haven't been involved in the billing process.
    Top Answer:Improvements could be made in query optimization, particularly when performing lookups or joining tables. Input functions to restrict the amount of data passed in pipelines would be beneficial for… more »
    Top Answer:As a graph database, I am surprised at their performance and response time.
    Top Answer:I don't have information about the license fee amount. That said, I know that the Neo4j license fee is more expensive than a local solution. There aren't really any extra costs. However, if we need a… more »
    Top Answer:So far, we have not had any issues and are happy with the product in general.
    Ranking
    1st
    out of 18 in NoSQL Databases
    Views
    8,892
    Comparisons
    6,285
    Reviews
    27
    Average Words per Review
    362
    Rating
    7.9
    7th
    out of 18 in NoSQL Databases
    Views
    1,117
    Comparisons
    739
    Reviews
    1
    Average Words per Review
    872
    Rating
    9.0
    Comparisons
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    ScyllaDB logo
    Compared 12% of the time.
    Cassandra logo
    Compared 6% of the time.
    Aerospike Database 7 logo
    Compared 2% of the time.
    Learn More
    Overview

    Headquartered in New York, MongoDB's mission is to empower innovators to create, transform, and disrupt industries by unleashing the power of software and data. Built by developers, for developers, our developer data platform is a database with an integrated set of related services that allow development teams to address the growing requirements for today's wide variety of modern applications, all in a unified and consistent user experience. MongoDB has tens of thousands of customers in over 100 countries. The MongoDB database platform has been downloaded hundreds of millions of times since 2007, and there have been millions of builders trained through MongoDB University courses. To learn more, visit www.mongodb.com.

    MongoDB Features

    MongoDB has many valuable key features. Some of the most useful ones include:

    • Load balancing: MongoDB supports large-scale load balancing via horizontal scaling features like replication and sharding.
    • Ad-hoc queries: With this feature, developers are able to update ad-hoc queries in real time.
    • Sharding: With MongoDB, sharding allows for much greater horizontal scalability, with queries that are directed to the correct shard based on specific shard keys.
    • Indexing: MongoDB allows indexing to be created on demand, accommodating real-time, ever-changing query patterns and application requirements. They can also be declared on any field within any document, including those nested within arrays.
    • Replication: MongoDB’s replication feature enables you to deploy multiple servers for disaster recovery and backup, which helps increase data availability and stability.

    MongoDB Benefits

    There are many benefits to implementing MongoDB. Some of the biggest advantages the solution offers include:

    • Horizontal architecture: Because MongoDB is designed with horizontal architecture, it is easy to scale.
    • Developer-friendly: Being that MongoDB is a document data model with NoSQL, developers are able to work faster. In addition, MongoDB gives developers a number of useful out-of-the-box capabilities, whether you need to run privately on site or in the public cloud.
    • Cloud-based: Because MongoDB is a full cloud-based application data platform, you gain access to a collection of services that can integrate nicely with your database.
    • Powerful analytics: MongoDB is designed to make data easy to access, and also allows you to perform complex analytics and querying.
    • High performance: With MongoDB, information can be embedded inside a single document rather than relying on expensive join operations from traditional relational databases.
    • Easy to install: MongoDB has an intuitive UI, making it easy to install. You can install the community or enterprise version directly on a server, create your own container, or use a pre-built community one.
    • Cost-effective: MongoDB gives you the option to choose an instance size that fits your current needs to help you keep your costs at a minimum.

    Reviews from Real Users

    Below are some reviews and helpful feedback written by PeerSpot users currently using the MongoDB solution.

    PeerSpot user Deepak K., Managing Director at SimSol Technologies And Services Pvt Ltd., says, “The solution is a very dynamic product. It becomes extremely easy for us to support user requirements and we also make use of the simplicity of a cloud redeployment.” He goes on to add, “The solution is easy to deploy, and the product can scale quite well. The solution's most important aspect is its seamless database. The solution offers excellent documentation.”

    A Senior Associate at a financial services firm mentions, “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.”

    Neo4j is the graph database solution allowing the analysis of complex relationships and patterns in data, leading to better decision-making and improved business processes. The graph database offers easy data integration from multiple sources, providing a more comprehensive view. 

    The most valuable aspect of a graph database is its performance and response time, as it does not use the join function and only has nodes and raw data. Overall, Neo4j, as a global first-ranking solution, has helped organizations become more efficient and effective in data analysis and decision-making processes.

    Sample Customers
    Facebook, MetLife, City of Chicago, Expedia, eBay, Google
    Walmart, Telenor, Wazoku, Adidas, Cerved, GameSys, eBay, Schleich, ICIJ, die Bayerisch, Megree, InfoJobs, LinkedIn
    Top Industries
    REVIEWERS
    Computer Software Company28%
    Financial Services Firm16%
    Legal Firm6%
    Government6%
    VISITORS READING REVIEWS
    Financial Services Firm15%
    Computer Software Company14%
    Comms Service Provider7%
    University7%
    VISITORS READING REVIEWS
    Financial Services Firm16%
    Computer Software Company16%
    Energy/Utilities Company9%
    University9%
    Company Size
    REVIEWERS
    Small Business41%
    Midsize Enterprise14%
    Large Enterprise46%
    VISITORS READING REVIEWS
    Small Business24%
    Midsize Enterprise14%
    Large Enterprise62%
    VISITORS READING REVIEWS
    Small Business20%
    Midsize Enterprise16%
    Large Enterprise64%
    Buyer's Guide
    NoSQL Databases
    May 2024
    Find out what your peers are saying about MongoDB, Couchbase, InfluxData and others in NoSQL Databases. Updated: May 2024.
    771,212 professionals have used our research since 2012.

    MongoDB is ranked 1st in NoSQL Databases with 70 reviews while Neo4j Graph Database is ranked 7th in NoSQL Databases with 3 reviews. MongoDB is rated 8.2, while Neo4j Graph Database is rated 8.4. The top reviewer of MongoDB writes "Lightweight with good flexibility and very fast performance for searching data". On the other hand, the top reviewer of Neo4j Graph Database writes "Lots of training and documentation and excellent performance". MongoDB is most compared with InfluxDB, Couchbase, ScyllaDB, Cassandra and Aerospike Database 7, whereas Neo4j Graph Database is most compared with Cassandra, SingleStore, ScyllaDB, Accumulo and InfluxDB.

    See our list of best NoSQL Databases vendors.

    We monitor all NoSQL 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.