Software Alternatives, Accelerators & Startups

MongoDB VS Rollbar

Compare MongoDB VS Rollbar and see what are their differences

Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

MongoDB logo MongoDB

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

Rollbar logo Rollbar

Rollbar collects errors that happen in your application, notifies you, and analyzes them so you can debug and fix them. Ruby, Python, PHP, Node.js, JavaScript, and Flash libraries available.
  • MongoDB Landing page
    Landing page //
    2023-10-21
  • Rollbar Landing page
    Landing page //
    2023-10-18

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.

Rollbar features and specs

  • Real-time Error Tracking
    Rollbar provides real-time error monitoring and alerts, allowing developers to quickly identify and address issues in production environments.
  • Comprehensive Error Reports
    It offers detailed error reports that include stack traces, browser data, device data, and more, which help in diagnosing and fixing errors faster.
  • Supports Multiple Languages and Frameworks
    Rollbar supports a wide range of programming languages and frameworks, making it a versatile tool for various tech stacks.
  • Integrations with Popular Tools
    Rollbar integrates with popular development and workflow tools like Slack, Jira, GitHub, and more, enhancing team collaboration and productivity.
  • Customizable Notifications
    Users can customize notifications based on error severity, frequency, and other parameters to reduce noise and focus on critical issues.
  • AI-assisted Triage
    The platform uses AI to group and prioritize errors, helping developers focus on the most impactful issues first.
  • User Context and Telemetry
    Gives insight into user actions leading up to an error, which can be crucial for reproducing and fixing issues.
  • Deployment Tracking
    Rollbar allows you to track when errors are introduced by specific deployments, making it easier to pinpoint the root cause.
  • Scalable
    Suitable for companies of all sizes, from startups to large enterprises, providing scalable solutions that grow with your business.

Possible disadvantages of Rollbar

  • Pricing
    Rollbar can be expensive for small teams or startups, especially as the volume of errors and the need for advanced features grow.
  • Learning Curve
    While feature-rich, Rollbar may have a steep learning curve for new users who are not familiar with error tracking tools.
  • Occasional False Positives
    Some users report occasional false positives, which can divert attention from actual issues.
  • Custom Plan Limitations
    The need for a custom plan to access certain advanced features can be a limitation for smaller teams who may not have the budget.
  • Performance Overhead
    Introducing Rollbar into your application can add some performance overhead, although typically minimal. It still needs to be managed.
  • Data Privacy Concerns
    Storing sensitive error data in a third-party service can raise privacy and compliance concerns, especially for industries with strict regulations.

MongoDB videos

MySQL vs MongoDB

More videos:

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

Rollbar videos

Miata Hard Dog Ace Rollbar Review

Category Popularity

0-100% (relative to MongoDB and Rollbar)
Databases
100 100%
0% 0
Error Tracking
0 0%
100% 100
NoSQL Databases
100 100%
0% 0
Exception Monitoring
0 0%
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 Rollbar

MongoDB Reviews

10 Top Firebase Alternatives to Ignite Your Development in 2024
MongoDB’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.
16 Top Big Data Analytics Tools You Should Know About
The database added a new feature to its list of attributes called MongoDB Atlas. It is a global cloud database technology that allows to deploy a fully managed MongoDB across AWS, Google Cloud, and Azure with its built-in automation for resource, workload optimization and to reduce the time required to handle the database.
9 Best MongoDB alternatives in 2019
MongoDB is an open source NoSQL DBMS which uses a document-oriented database model. It supports various forms of data. However, in MongoDB data consumption is high due to de-normalization.
Source: www.guru99.com

Rollbar Reviews

6 Bugsnag Alternatives to Consider in 2021
Apart from detecting, diagnosing, and helping to fix errors in real-time, Rollbar also provides high-quality insights/analytics into the application’s error ecosystem. It offers a straightforward interface for managing and viewing the issues, making it easy to accumulate insights from your code and allowing you to see how users find their way around in your application....
Source: scoutapm.com

Social recommendations and mentions

Rollbar might be a bit more popular than MongoDB. We know about 22 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, we’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 / about 2 months 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 / 9 months 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 / 8 months 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 2 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 2 years ago
View more

Rollbar mentions (22)

  • 12 Best Instabug Alternatives For Debugging In 2025
    Rollbar is a helpful tool for tracking user errors and debugging. It helps developers monitor, detect, and fix errors across different platforms, including web, mobile, and backend systems. It offers detailed error reports, tracks problems as they happen, and works smoothly with popular tools like Jira, GitHub, and Slack to make workflows easier. Rollbar is built to save time on debugging by grouping similar... - Source: dev.to / 4 months ago
  • Sentry Alternatives for Better Error Tracking
    Rollbar is a highly effective real-time error tracking and debugging tool, crafted specifically for software developers. It aims to streamline the process of identifying and resolving errors across various programming languages and platforms, enhancing application quality and developer efficiency. For teams exploring sentry alternatives, Rollbar offers a compelling solution with its robust feature set and seamless... - Source: dev.to / 8 months ago
  • How to Setup a Project That Can Host Up to 1000 Users for Free
    Rollbar is a great error-tracking service. It alerts us on exceptions and errors, provides analysis tools and dashboard, so we can see, reproduce, and fix bugs quickly when something went wrong. This service has a possibility to log not only uncaught exceptions but any messages. By default, the messages are reported synchronously, but you can enable asynchronous reporting using Sidekiq, girl_friday, or Resque.... - Source: dev.to / 11 months ago
  • Cleaning routines to keep your project without bugs
    **2. Rollbar **is an error-tracking system that tells you if there are any errors occurring and if the app is functioning a-okay. - Source: dev.to / 12 months ago
  • Ask HN: Who is hiring? (May 2024)
    Rollbar | https://rollbar.com | Remote US, Remote Europe, Budapest | Engineering, Technical Solutions About Rollbar: * We're a ~30-person team (SF, Budapest, remote US and Europe) with a mission to help developers build software quickly and painlessly * We help tens of thousands of developers find and fix errors faster. * Our backend handles billions of errors with low latency and high reliability * Our front-end... - Source: Hacker News / about 1 year ago
View more

What are some alternatives?

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

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

Sentry.io - From error tracking to performance monitoring, developers can see what actually matters, solve quicker, and learn continuously about their applications - from the frontend to the backend.

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

Raygun - Raygun gives developers meaningful insights into problems affecting their applications. Discover issues - Understand the problem - Fix things faster.

MySQL - The world's most popular open source database

Datadog - See metrics from all of your apps, tools & services in one place with Datadog's cloud monitoring as a service solution. Try it for free.