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MongoDB VS Parse

Compare MongoDB VS Parse and see what are their differences

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Contents:
  1. ยป Base Details
  2. ยป Videos
  3. ยป Reviews
  4. ยป Alternatives

MongoDB logo MongoDB

MongoDB (from "humongous") is a scalable, high-performance NoSQL database.

Parse logo Parse

Build applications faster with object and file storage, user authentication, push notifications, dashboard and more out of the box.
  • MongoDB Landing page
    Landing page //
    2023-10-21
  • Parse Landing page
    Landing page //
    2021-10-17

MongoDB features and specs

  • Scalability
    MongoDB offers horizontal scaling through sharding, allowing it to handle large volumes of data and enabling distributed computing.
  • Flexible Schema
    It allows for a flexible schema design using BSON (Binary JSON), making it easier to iterate and change application data models.
  • High Performance
    MongoDB is optimized for read and write throughput, making it suitable for real-time applications.
  • Rich Query Language
    Supports a rich and expressive query language that allows for efficient querying and analytics.
  • Built-in Replication
    Provides robust replication mechanisms for high availability and redundancy.
  • Geospatial Indexing
    Offers powerful geospatial indexing capabilities, useful for location-based applications.
  • Aggregation Framework
    Enables complex data manipulations and transformations using the aggregation pipeline framework.
  • Cross-Platform
    Works on multiple operating systems, enhancing its versatility and deployment options.

Possible disadvantages of MongoDB

  • Memory Usage
    MongoDB can consume a large amount of memory due to its use of memory-mapped files, which may be a concern for some applications.
  • Complex Transactions
    While MongoDB supports ACID transactions, they can be more complex to implement and less efficient compared to traditional relational databases.
  • Data Redundancy
    The flexible schema design can lead to data redundancy and increased storage costs if not managed carefully.
  • Limited Joins
    Joins are supported but can be less efficient and more limited compared to relational databases, affecting complex relational data querying.
  • Indexing Overhead
    Extensive indexing can introduce overhead and impact performance, especially during write operations.
  • Learning Curve
    Requires a different mindset and understanding compared to traditional relational databases, which can present a learning curve for new users.
  • Lacks Mature Analytical Tools
    The ecosystem for analytical tools around MongoDB is not as mature as those for traditional relational databases, which might limit advanced analytics capabilities.
  • Cost
    The cost of using MongoDB's cloud services (MongoDB Atlas) can be high, especially for large-scale deployments.

Parse features and specs

  • Open Source
    Parse Platform is open-source, which means it is free to use and can be customized to fit the needs of your application without any licensing fees.
  • Rich Feature Set
    Parse provides a wide range of built-in features such as a robust database system, real-time notifications, user authentication, cloud functions, and file storage, reducing the amount of development work needed.
  • Cross-Platform Support
    Parse supports multiple platforms including iOS, Android, JavaScript, .NET, and more, enabling easier development across different types of applications.
  • Community and Documentation
    There is a strong community around Parse with extensive documentation and numerous tutorials, which can help developers quickly resolve issues and learn best practices.
  • Unified Backend
    Parse allows developers to manage database, server code, and user authentication in one unified platform, simplifying backend management.

Possible disadvantages of Parse

  • Self-Hosting Complexity
    While Parse is open-source, it requires self-hosting, which involves managing and maintaining your own server infrastructure, adding operational complexity.
  • Performance
    Depending on your server setup and scaling needs, you might encounter performance issues, especially for high-traffic applications, requiring constant monitoring and fine-tuning.
  • Limited Scalability
    Parse might not be as scalable as other backend solutions like Firebase, particularly for apps that need to handle massive amounts of data and users.
  • Initial Setup Time
    The initial setup of a Parse server and its environment can be time-consuming and challenging, particularly for those without DevOps experience.
  • Feature Limitations
    While Parse offers a rich feature set, some advanced features available in other modern backend-as-a-service (BaaS) platforms may lack, necessitating custom development.

Analysis of MongoDB

Overall verdict

  • MongoDB is generally regarded as a good database solution for applications needing flexibility, scalability, and fast development times. However, it may not be the best choice for applications requiring complex transactions or where ACID compliance is critical, as it originally prioritized availability over consistency. Recent improvements, including multi-document transactions, have addressed some concerns, making it more versatile.

Why this product is good

  • MongoDB is considered a good choice for certain types of applications due to its flexible schema design, scalability, horizontal scaling capabilities, and ease of use for developers who require rapid development cycles. It supports a wide range of data types and allows for full-text search, geospatial queries, and aggregation operations. MongoDB's document-oriented storage makes it well-suited for handling large volumes of unstructured data. Its robust ecosystem, including Atlas for cloud deployments, adds to its appeal by offering automated scaling, backups, and distributed architecture.

Recommended for

  • Applications requiring high scalability and performance with unstructured data
  • Real-time analytics and big data applications
  • Web and mobile applications needing rapid development and flexible data models
  • Projects that benefit from cloud-native solutions with managed services

Analysis of Parse

Overall verdict

  • Parse is a good choice for developers looking for a flexible and scalable backend solution that can be deployed on their own servers or using cloud services. It is particularly beneficial due to its active community and extensive documentation.

Why this product is good

  • Parse is a popular open-source backend-as-a-service framework that simplifies app development by handling server-side components, freeing developers to focus on front-end development. It offers features like push notifications, cloud functions, social media integration, and a real-time database.

Recommended for

  • Developers who want an open-source solution with the freedom to self-host.
  • Teams building mobile or web applications that require a robust backend service.
  • Projects that need strong support for relational data and real-time functionalities.
  • Developers looking to avoid the overhead of writing custom backend code.

MongoDB videos

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MySQL vs MongoDB

More videos:

  • Review - The Good and Bad of MongoDB
  • Review - what is mongoDB

Parse videos

No Parse videos yet. You could help us improve this page by suggesting one.

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Category Popularity

0-100% (relative to MongoDB and Parse)

MongoDB

Parse

Databases
100 100%
Databases
0% 0
Developer Tools
0 0%
Developer Tools
100% 100
NoSQL Databases
100 100%
NoSQL Databases
0% 0
Realtime Backend / API
0 0%
Realtime Backend / API
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare MongoDB and Parse

MongoDB Reviews

Database Management Systems (DBMS) Comparison: SQL Server, MySQL, PostgreSQL, MongoDB, Oracle
Choosing the right database management system (DBMS) is a crucial decision that directly impacts your projectโ€™s performance and scalability. With a variety of options โ€” SQL Server, MySQL, PostgreSQL, MongoDB, Oracle, and more โ€” each offering unique features and capabilities, itโ€™s important to carefully match the type of database software to your specific needs. Consider...
Source: blog.devart.com
20 Best Database Management Software and Tools of 2026
Not all systems are equipped to handle multiple data types. For example, traditional relational databases like MySQL are optimized for structured data, while NoSQL databases like MongoDB are better suited for unstructured or semi-structured data.
Source: infomineo.com
10 Top Firebase Alternatives to Ignite Your Development in 2024
MongoDBโ€™s superpower lies in its flexibility. Its document-based model lets you store data in a free-form, schema-less way, making it adaptable to evolving application needs. Need to add a new field or change the structure of your data? No problem, MongoDB handles it with ease.
Source: genezio.com
Top 7 Firebase Alternatives for App Development in 2024
MongoDB Realm provides a robust alternative to Firebase, especially for apps requiring a flexible data model. Key features include:
Source: signoz.io
Announcing FerretDB 1.0 GA - a truly Open Source MongoDB alternative
MongoDB is no longer open source. We want to bring MongoDB database workloads back to its open source roots. We are enabling PostgreSQL and other database backends to run MongoDB workloads, retaining the opportunities provided by the existing ecosystem around MongoDB.
Source: blog.ferretdb.io

Parse Reviews

10 Top Firebase Alternatives to Ignite Your Development in 2024
If youโ€™re looking for a Firebase alternative that gives you full control and the freedom to tinker, Parse Platform is your jam. Again, itโ€™s a popular open-source framework loved by developers who want to build custom backends without being tied to a specific provider.
Source: genezio.com
Top 7 Firebase Alternatives for App Development in 2024
Back4App is a backend-as-a-service (BaaS) platform that uses Parse Server, the open-source version of the Parse backend. It simplifies backend development and management, providing developers with a robust platform for building modern applications.
Source: signoz.io
What is AWS Amplify? - AWS Amplify Alternatives
It is well-known for making the development process quick, easy, and simple. Using Parse, you may complete a day's worth of work in a few hours.
Source: mindmajix.com
2023 Firebase Alternatives: Top 10 Open-Source & Free
Community Support โ€“ If Firebase comes with the backing of Google, then Parse is also tested and trusted by Facebook. Yes, Facebook is the parent company of Parse. Therefore, it has a big community. You can find resources and solutions regarding Parse on GitHub, Stack Overflow and several other programming forums.
Source: digitalcruch.com
12 Best Open-source Database Backend Server and Google Firebase Alternatives
Parse server is an open-source database backend solution which speed up application building. It features database, user management, authentication, file upload and push notification.I used Parse for a few times, and I was satisfied with the speed and productivity it offers, especially in terms of developer tools as it comes with dozens of SDKs, libraries and sample code to...
Source: medevel.com

Social recommendations and mentions

Parse might be a bit more popular than MongoDB. We know about 21 links to it since March 2021 and only 18 links to MongoDB. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

MongoDB mentions (18)

  • Creating AI Memories using Rig & MongoDB
    In this article, weโ€™ll build a CLI tool using the Rig AI framework and MongoDB for retrieval-augmented generation (RAG). This tool will store summarized conversations in a database and retrieve them when needed, enabling the AI to maintain context over time. - Source: dev.to / over 1 year ago
  • The Adventures of Blink S2e2: Database, Contained
    Have a Mongo database holding the various phrases we're going to use and potentially configuration data for the frontend as well. - Source: dev.to / almost 2 years ago
  • Introducing Perseid: The Product-oriented JS framework
    It's also worth mentioning that Perseid provides out-of-the-box support for React, VueJS, Svelte, MongoDB, MySQL, PostgreSQL, Express and Fastify. - Source: dev.to / almost 2 years ago
  • DocumentDB Elastic Cluster Pricing
    Does anyone know if the most basic Elastic Cluster instance of DocumentDB carries any monthly fixed cost or is it just on-demand cost? Another words if I run like 10,000 queries against the DB per month, what kind of bill would I expect? This is for a super small app. I am currently using mongodb free tier , but want to migrate everything to AWS. Can't seem to find a straight answer to the pricing question. Source: over 3 years ago
  • I wrote some scripts for converting the UTZOO Usenet archive to a Mongo Database
    You can use either MongoDB.com's dashboard (if you host a remote database) or Mongo Compass to run queries on the data or you can modify the express middleware with your own queries. I'm still working on the API, so it's not very robust yet. I will update this when it is. Source: over 3 years ago
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Parse mentions (21)

  • Supabase Alternatives ๐Ÿ”„ in 2025 ๐Ÿ˜ผ
    Parse deserves mention primarily for its historical significance as the precursor that inspired the entire backend-as-a-service space. Founded in 2011, Parse pioneered many concepts that we now take for granted in modern BaaS platforms. - Source: dev.to / over 1 year ago
  • The 2024 Web Hosting Report
    Backend as a Service (BaaS) goes back to early 2010โ€™s with companies like Parse and Firebase. These products integrated everything a backend provides to a webapp in a single, integrated package that makes it easier to get started and enables you to offload some of the devops maintenance work to someone else. - Source: dev.to / over 2 years ago
  • How to set up a Parse Server backend with Typescript
    Parse Server is a great way to quickly spin up a backend for your project. Parse is a Node based utility that sits on top of ExpressJS. - Source: dev.to / over 3 years ago
  • Free online DB for production app
    You can try https://parseplatform.org/, it is self-hosted if you need. And also there are a number of cloud services with compatible API, like https://www.back4app.com/ It has dart-friendly generated API client, much simpler than firebase and is built on top of postgresql and mongodb. Source: almost 4 years ago
  • Supabase Series B
    Not to crash the party or anything. Supabase is great and all but in terms of feature completeness and getting actual products built, it doesn't come close to Parse[0]. Same with Appwrite. Both of these are very popular but they either lack essential features or have them behind a subscription wall. For example, the OSS version of Supabase (last I checked) doesn't include the edge functions which are really... - Source: Hacker News / about 4 years ago
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What are some alternatives?

When comparing MongoDB and Parse, you can also consider the following products

PostgreSQL - PostgreSQL is a powerful, open source object-relational database system.

Firebase - Firebase is a cloud service designed to power real-time, collaborative applications for mobile and web.

Redis - Redis is an open source in-memory data structure project implementing a distributed, in-memory key-value database with optional durability.

AWS Amplify - JavaScript library for app development using cloud services

CouchBase - Document-Oriented NoSQL Database

Back4App - Low code backend to build apps faster and scale easily.

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