--- title: MongoDB Atlas Reviews meta_title: 'MongoDB Atlas Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 900 reviews by the users' company size, role or industry to find out how MongoDB Atlas works for a business like yours. aggregate_rating: rating_value: 4.5 review_count: 900 scale: '5' date_modified: '2026-08-07' parent_category: name: Database Software url: https://www.g2.com/categories/database-software --- # MongoDB Atlas Reviews **Vendor:** MongoDB **Category:** [Database as a Service (DBaaS) Providers](https://www.g2.com/categories/database-as-a-service-dbaas) **Average Rating:** 4.5/5.0 **Total Reviews:** 900 ## About MongoDB Atlas MongoDB Atlas is a developer data platform that provides a tightly integrated collection of data and application infrastructure building blocks to enable enterprises to quickly deploy bespoke architectures to address any application need. Atlas supports transactional, full-text search, vector search, time series and stream processing application use cases across mobile, distributed, event-driven, and serverless architectures. ## MongoDB Atlas Pros & Cons **What users like:** - Users appreciate the **intuitive UI** of MongoDB Atlas, making database management user-friendly and efficient. (8 reviews) - Users appreciate the **intuitive user interface** of MongoDB Atlas, simplifying database management and enhancing productivity. (7 reviews) - Users appreciate the **intuitive UI and ease of use** in MongoDB Atlas, enhancing their database management experience. (6 reviews) - Users appreciate the **scalability** of MongoDB Atlas, enabling efficient data management and rapid performance without extra infrastructure effort. (5 reviews) - Users appreciate the **reliability** of MongoDB Atlas, noting its consistent uptime and seamless database management experience. (4 reviews) - Intuitive (3 reviews) - Performance (3 reviews) - Users value the **performance efficiency** of MongoDB Atlas, enabling rapid feature deployment with minimal infrastructure management. (3 reviews) - Database Management (2 reviews) - Ease of Setup (2 reviews) **What users dislike:** - Users criticize the **expensive pricing** of MongoDB Atlas, feeling forced to pay for unnecessary resources and inadequate support. (3 reviews) - Users express frustration with MongoDB Atlas's **unclear pricing** , leading to unexpected costs and complicated billing structures. (3 reviews) - Users find MongoDB Atlas **expensive** , facing high costs for subpar performance and frustrating support challenges. (2 reviews) - Users express frustration over **high memory usage** , leading to performance issues and costly unexpected charges. (2 reviews) - Users experience significant **latency issues** when deleting data, negatively impacting performance and overall satisfaction with MongoDB Atlas. (2 reviews) - Users express frustration over **performance issues** , especially during data deletion, leading to inefficiencies and frustrations with support. (2 reviews) - Poor Customer Support (2 reviews) - Slow Performance (2 reviews) - UX Improvement (2 reviews) - Users express frustration with **billing issues** , citing high costs tied to storage and poor support experiences with MongoDB Atlas. (1 reviews) ## MongoDB Atlas Reviews ### 1. Strong Horizontal Scaling with Sharding, Though There’s Room to Grow **Rating:** 3.0/5.0 stars **Reviewed by:** Deepak T. | accounts executive, Small-Business (50 or fewer emp.) **Reviewed Date:** March 25, 2026 **What do you like best about MongoDB Atlas?** MongoDB supports horizontal scaling so it works well for large applications and growing data. **What do you dislike about MongoDB Atlas?** very high memory uses, MongoDB performs best when indexes fit in RAM. **What problems is MongoDB Atlas solving and how is that benefiting you?** Document Data bases ### 2. A Not-So Familiar User Experience for Charting **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.) **Reviewed Date:** May 23, 2023 **What do you like best about MongoDB Atlas?** Integration with MongoDB: MongoDB Charts is designed specifically for visualizing data from MongoDB databases. It seamlessly integrates with MongoDB, allowing users to connect to their data sources and quickly create visualizations without needing to export or transform data into a separate tool. Drag-and-Drop Interface: MongoDB Charts offers a user-friendly, drag-and-drop interface for creating charts and dashboards. This makes it accessible to users with varying levels of technical expertise, enabling them to design and customize visualizations without writing complex code. **What do you dislike about MongoDB Atlas?** Term used in the interface was rather stranger to a beginner at the start, e.g. encoding channel. It could be better, if some explanation are provided when user is navigating and using the interface. **What problems is MongoDB Atlas solving and how is that benefiting you?** To visualise the raw data as collected from the application. To present and analyse the data real time in dashboard, when there are new data. Integrated with the database if you are using MongoDB as a primary source of DB. ### 3. mongo DB is a reliable and versatile No SQL database **Rating:** 3.0/5.0 stars **Reviewed by:** Mohammad A. | Small-Business (50 or fewer emp.) **Reviewed Date:** July 17, 2023 **What do you like best about MongoDB Atlas?** Mongo DB is a nice to work with database. Is does not have a schema, making it a flexible database. It is also scalable, making it suitable for large applications. All in all, it is a good database option to work with **What do you dislike about MongoDB Atlas?** One big drawback of using mongo db is that it does not completely support ACID properties. This means that it cannot be used for transactional operations or where the data needs be extremely accurate, up to date and reliable **What problems is MongoDB Atlas solving and how is that benefiting you?** It has given me an option of making a flexible and scalable database option, for creating day to day applications, where ACID compliance is not required. It is also easy to understand and work with, so that also helps. ### 4. I like the MongoDB Charts **Rating:** 3.0/5.0 stars **Reviewed by:** Vivek J. | Senior software developer, Computer Software, Small-Business (50 or fewer emp.) **Reviewed Date:** April 27, 2023 **What do you like best about MongoDB Atlas?** I like MongoDB Charts no structure query database. I am using MongoDB chart for storing BSON format data. Which is similar to JSON data. We can integrate this with many other languages. **What do you dislike about MongoDB Atlas?** This is complex to understand for the new user or beginner. And before use, this developer must have a basic knowledge of non-relational databases. Otherwise he got many issues. **What problems is MongoDB Atlas solving and how is that benefiting you?** MongoDB lets me get data from a database without writing any DBMS query. This immensely helps complete understanding and memorising these methods. And less line to write. ### 5. It is so flexible that it became a problem **Rating:** 2.5/5.0 stars **Reviewed by:** Andres H. | Development Team Lead, Mid-Market (51-1000 emp.) **Reviewed Date:** December 19, 2022 **What do you like best about MongoDB Atlas?** Speed and flexibility are interesting points. There is no need to create collections to start storing data, and you can have very deep structures with the ability to query in the inner structures. **What do you dislike about MongoDB Atlas?** Now flexibility becomes a problem. If you don't properly validate the input you want to store, you will end up with a big amount of fields that are useless and confusing. Also, the same field in different rows can be null, string, numeric, boolean, object, etc. **What problems is MongoDB Atlas solving and how is that benefiting you?** It was helpful to store data quickly and deliver features "fast", but now it is problematic because of the tech-debt due to invalidated input and complex JSONs. ### 6. MongoDB Review **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Enterprise (> 1000 emp.) **Reviewed Date:** July 15, 2022 **What do you like best about MongoDB Atlas?** Most Popular NoSQL database. It revolutionised the way we looked at databases. **What do you dislike about MongoDB Atlas?** It is difficult to understand and grab hold of first for people coming from purely SQL and relational database. **What problems is MongoDB Atlas solving and how is that benefiting you?** Databases has been always visualised as big tables with multiple columns and endless number of rows, but MongoDB came up with the unique way of storing data in form of documents and objects. ### 7. No SQL required **Rating:** 2.5/5.0 stars **Reviewed by:** Alexander M H. | Data Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** October 15, 2021 **What do you like best about MongoDB Atlas?** What I like best is that schemas are optional. Schemas (usually required with SQL-based databases) can be very time-consuming. Mongo free you up and allows you to create a database based on documents. **What do you dislike about MongoDB Atlas?** You really have to get used to the idea of not using schemas (with traditional databases) and that can take a while. Monogo requires a third-party cache to help it perform. **What problems is MongoDB Atlas solving and how is that benefiting you?** One of the biggest problems being solved is that I can perform a transaction within a single document. ### 8. Free manager for mongodb **Rating:** 3.0/5.0 stars **Reviewed by:** Srdjan P. | Front-end developer, Computer Software, Small-Business (50 or fewer emp.) **Reviewed Date:** December 14, 2018 **What do you like best about MongoDB Atlas?** Automation process Graphing tools Setup new mongodb. **What do you dislike about MongoDB Atlas?** It's not easy to use, for me it's better Studio 3T, but Studio 3T is not free :( **Recommendations to others considering MongoDB Atlas:** Studio 3 **What problems is MongoDB Atlas solving and how is that benefiting you?** It's nice for monitoring mongo db, you can have access to all your mongo db in one manager. ### 9. Scalable but difficult to establish schema and relations on **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** July 13, 2018 **What do you like best about MongoDB Atlas?** We chose this DB for it's scalability and flexibility for a big data platform. It can run multiple nodes as one instance. **What do you dislike about MongoDB Atlas?** Quickly ran into issues with data integrity and dependency handling. **Recommendations to others considering MongoDB Atlas:** If you don't have a lot of data, please don't bother with this database. It will be a nightmare with all the data ending up in weird states and messing up your application. **What problems is MongoDB Atlas solving and how is that benefiting you?** Scalability and robustness. We can deploy multiple servers when running out of disk space, and multiple nodes so that if one server goes down, we still have data. ### 10. Not a fun read **Rating:** 2.5/5.0 stars **Reviewed by:** Wayne E. | Mid-Market (51-1000 emp.) **Reviewed Date:** June 27, 2018 **What do you like best about MongoDB Atlas?** the ability to scale horizontally when work loads reach that level **What do you dislike about MongoDB Atlas?** everything about mongo and how crappy wiredtiger is compared to mmapv1 with spead mongo is unable to handle our work loads mongos dies all the time **Recommendations to others considering MongoDB Atlas:** Be afraid, be very afraid. Do you research. Make sure it's the best product for your work load / use case. **What problems is MongoDB Atlas solving and how is that benefiting you?** storing user journeys on massive scale using mongo that there is a lot more better databases out there for certain purposes we should be using ### 11. Needs better integration with cloud **Rating:** 3.0/5.0 stars **Reviewed by:** Vishwa S. | Senior DevOps Engineer, Information Technology and Services, Mid-Market (51-1000 emp.) **Reviewed Date:** July 24, 2018 **What do you like best about MongoDB Atlas?** Scalability and capability to manage data at a very robust level **What do you dislike about MongoDB Atlas?** Configuration and updating conifguration is tedious **What problems is MongoDB Atlas solving and how is that benefiting you?** Analytics ### 12. agents upgrades **Rating:** 3.0/5.0 stars **Reviewed by:** mahgoub s. | Enterprise (> 1000 emp.) **Reviewed Date:** June 27, 2018 **What do you like best about MongoDB Atlas?** automation process and easy of use graphing tools **What do you dislike about MongoDB Atlas?** rigid setting for server hostnames cloud manager ' agents seems to be constantly going through upgrades **What problems is MongoDB Atlas solving and how is that benefiting you?** bringing service in-house ### 13. Easy to setup, harder to maintain **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Human Resources | Small-Business (50 or fewer emp.) **Reviewed Date:** July 26, 2018 **What do you like best about MongoDB Atlas?** It is really easy to setup a new mongodb cluster. **What do you dislike about MongoDB Atlas?** Sometimes the agent can bug and is unable to update itself, and that’s a huge problem because after everything goes wrong. **What problems is MongoDB Atlas solving and how is that benefiting you?** It’s ability to create and manage a mongodb cluster easily. The benefits are mostly time gain. ### 14. Easy to setup, good performance and monitor tools **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** July 26, 2018 **What do you like best about MongoDB Atlas?** The ease of use, together with the monitor tools **What do you dislike about MongoDB Atlas?** Export all the data should be easy, I thinks they make this hard on prupuse to avoid you leaving the service. **What problems is MongoDB Atlas solving and how is that benefiting you?** We are saving lots of information, with good performance, because of the good monitor tools. ### 15. MongoDb from a devops perspective **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Retail | Enterprise (> 1000 emp.) **Reviewed Date:** July 24, 2018 **What do you like best about MongoDB Atlas?** Document oriented Easy to use and onboard **What do you dislike about MongoDB Atlas?** Multi-region deploments using open source version is not easy Terraform integration seems to be non existent **What problems is MongoDB Atlas solving and how is that benefiting you?** Using this for our business planning applications due to flexible nature of schema ### 16. Works but we are stretching some limits **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Design | Mid-Market (51-1000 emp.) **Reviewed Date:** June 26, 2018 **What do you like best about MongoDB Atlas?** Stability - we seldom see problems in our use case **What do you dislike about MongoDB Atlas?** Need some of the new features. Need a better story for low-latency global access.. **What problems is MongoDB Atlas solving and how is that benefiting you?** Large complex database of 3D design entities ### 17. DB Atlas Community **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Industrial Automation | Small-Business (50 or fewer emp.) **Reviewed Date:** June 26, 2018 **What do you like best about MongoDB Atlas?** simple queries are easy to implement. nice user interface **What do you dislike about MongoDB Atlas?** pricey, community version is limited, and theres no shell **What problems is MongoDB Atlas solving and how is that benefiting you?** Business INtelligence ### 18. Setting up mongodb **Rating:** 3.0/5.0 stars **Reviewed by:** Luisa S. | Operations Consultant, Information Technology and Services, Small-Business (50 or fewer emp.) **Reviewed Date:** June 21, 2017 **What do you like best about MongoDB Atlas?** I like the clean format, things are easy to use. I also like that if I highlight the path in the terminal, once I open MongoDb it auto populates. **What do you dislike about MongoDB Atlas?** When there is an error, it should provide more information on what isn't working. Perhaps highlight the error field? **Recommendations to others considering MongoDB Atlas:** Give it a chance and reach out to support if you have questions. **What problems is MongoDB Atlas solving and how is that benefiting you?** Updating my database ### 19. data engineer **Rating:** 3.0/5.0 stars **Reviewed by:** Manan S. | Sr Data Engineer, Internet, Enterprise (> 1000 emp.) **Reviewed Date:** June 21, 2017 **What do you like best about MongoDB Atlas?** ease of upgrades and ease of scalability **What do you dislike about MongoDB Atlas?** rs.reconfigs causing unnecessary outages even when they are not supposed to for example removing a dead member from the set **What problems is MongoDB Atlas solving and how is that benefiting you?** performance ### 20. MongoDB Review **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** June 21, 2017 **What do you like best about MongoDB Atlas?** Sharding and Load-Balancing. MongoDB queries can be much faster in some cases, especially since your data is typically all in once place and can be retrieved in a single lookup **What do you dislike about MongoDB Atlas?** No Joins, Concurrency Issues, Memory Usage **What problems is MongoDB Atlas solving and how is that benefiting you?** One database that allows users to maintain the benefits of relational databases while incorporating innovations of NoSQL databases ### 21. Exciting ideas **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Insurance | Enterprise (> 1000 emp.) **Reviewed Date:** June 21, 2017 **What do you like best about MongoDB Atlas?** How mongodb allows developers to do more in less time and fewer lines of code **What do you dislike about MongoDB Atlas?** Huge learning curve for schema design and getting it right **What problems is MongoDB Atlas solving and how is that benefiting you?** Weather analytics related to crop portfolio risk analysis ### 22. mongo as utility to hold large data **Rating:** 3.0/5.0 stars **Reviewed by:** atara t. | Senior Java Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** September 26, 2016 **What do you like best about MongoDB Atlas?** holding a generic large scale of data in mongo-db **What do you dislike about MongoDB Atlas?** the documentation is not very clear/updated **Recommendations to others considering MongoDB Atlas:** it is a very good utility to hold large data but searching in this data is not very fast **What problems is MongoDB Atlas solving and how is that benefiting you?** holding large scale of data ### 23. Easy to use and setup, but wary of how it will scale and perform in the future. **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Internet | Enterprise (> 1000 emp.) **Reviewed Date:** July 02, 2015 **What do you like best about MongoDB Atlas?** Easy of administration and setup, blows others out of the water. **What do you dislike about MongoDB Atlas?** Mongodb writes are unsafe by the nature that they are done. **Recommendations to others considering MongoDB Atlas:** Read the documentation, most admin cases were clearly authored. **What problems is MongoDB Atlas solving and how is that benefiting you?** Move away from tar based persistent storage. ## MongoDB Atlas Discussions - [The instances where mongodb is not a good choice of primary db](https://www.g2.com/discussions/the-instances-where-mongodb-is-not-a-good-choice-of-primary-db) - 1 comment, 2 upvotes - [What is MongoDB used for?](https://www.g2.com/discussions/what-is-mongodb-used-for) - 3 comments, 1 upvote - [What can MongoDB be used for?](https://www.g2.com/discussions/what-can-mongodb-be-used-for) - 1 comment, 1 upvote - [can we axpect more feature available to students as developerss it would be verry helpful](https://www.g2.com/discussions/can-we-axpect-more-feature-available-to-students-as-developerss-it-would-be-verry-helpful) - 4 comments, 1 upvote - [What will be upcoming interesting features](https://www.g2.com/discussions/50468-what-will-be-upcoming-interesting-features) - 1 comment, 1 upvote - [View MongoDB Atlas pricing details and edition comparison](https://www.g2.com/products/mongodb-atlas/reviews?filters%5Bnps_score%5D%5B%5D=3§ion=pricing&secure%5Bexpires_at%5D=2026-08-14+01%3A30%3A17+-0500&secure%5Bsession_id%5D=b9726b03-f504-4be7-a410-a2114685c5e8&secure%5Btoken%5D=b7e1c814c4fb64e194c45f241f0f95a6b5a974556a8f46db960d5eab1e0f17b9&format=llm_user) ## MongoDB Atlas Integrations - [Agno](https://www.g2.com/products/agno/reviews) - [Amazon EC2](https://www.g2.com/products/amazon-ec2/reviews) - [Auth0](https://www.g2.com/products/auth0/reviews) - [Boomi](https://www.g2.com/products/boomi/reviews) - [Cloudinary](https://www.g2.com/products/cloudinary/reviews) - [Cursor](https://www.g2.com/products/cursor/reviews) - [ETL tools](https://www.g2.com/products/etl-tools/reviews) - [Express.js](https://www.g2.com/products/express-js/reviews) - [Flask](https://www.g2.com/products/flask/reviews) - [Google BigQuery Data Transfer Service](https://www.g2.com/products/google-bigquery-data-transfer-service/reviews) - [Google Cloud Console](https://www.g2.com/products/google-cloud-console/reviews) - [Integrate.io](https://www.g2.com/products/integrate-io/reviews) - [MongoDB](https://www.g2.com/products/mongodb/reviews) - [Next.js](https://www.g2.com/products/next-js/reviews) - [Node.js](https://www.g2.com/products/node-js/reviews) - [NodeJS Web Stack](https://www.g2.com/products/nodejs-web-stack/reviews) - [Visual Studio](https://www.g2.com/products/visual-studio/reviews) ## MongoDB Atlas Features **Reports** - Reports Interface - Steps to Answer - Graphs and Charts - Score Cards - Dashboards - Customizable Reports - Marketing Reports - Sales Reports - Activity Dashboard - Interactive Reports - Customizable Reports - Customizable Reports - Activity Dashboard - Customizable Dashboard **Data Management** - Data Model - Data Types - Built - In Search - Event Triggers - Semantic Search **Reports** - Reports Interface - Share Reports - Steps to Answer **Generative AI** - AI Text Generation - AI Text Summarization - Generative AI **Configuration** - Application Performance - Orchestration - Database Monitoring - Anomaly Detection - Network Security **Availability** - Auto Sharding - Auto Recovery - Data Replication - Backup and Recovery - Real-Time Data **Visualization** - Graphs and Charts - Score Cards - Dashboards - Formats - Mobile Dashboards - Public Dashboards - Private Dashboards **Database Administration** - Provisioning - Governance - Auditing **Performance** - Query Optimization - Ad hoc Query **Data Updates** - Historical Snapshots - Real-Time Updating **Availability** - Scalability - Backup - Archiving - Indexing **Security** - Data Masking - Authentication And Single Sign-On - Data Anonymization **Security** - Role-Based Authorization - Authentication - Audit Logs - Encryption **Collaboration** - Sharing - Co-Editing - Devices **Self Service ** - Calculated Fields - Data Column Filtering - Data Discovery - Search - Collaboration / Workflow - Automodeling - Natural Language Search - Visual Discovery - Data Blending - Data Blending **Data Management** - Data Replication - Advanced Data Analytics **Support** - Multi-Model - Operating Systems - BI Connectors - Data Connectors **Additional Functionality** - Database Conversion - Monitoring - Activity Dashboard - Data Extraction - Reporting/Analytics - Automatic Backup - Real-Time Monitoring - Audit Management - Data Visualization - Ad hoc Reporting - Compliance Management - Indexing - Search/Filter - Alerts/Notifications - Data Verification - Performance Testing - Data Capture and Transfer - Security Auditing - Access Controls/Permissions - Role-Based Permissions - Data Mapping - Data Retrieval - AI Copilot - Third-Party Integrations - Generative AI - Configuration Management - Audit Trail - For NoSQL Databases - Data Import/Export - Data Migration - Data Synchronization - API - Serverless Accessibility - Multiple Data Sources **Advanced Analytics** - Predictive Analytics - Data Visualization - Big Data Services - Real-Time Analytics - Reporting/Analytics - Real-Time Analytics - Reporting/Analytics - Visual Analytics **Building Reports** - Data Transformation - Data Modeling - WYSIWYG Report Design - Integration APIs - Real-Time Data - Real-Time Data - Third-Party Integrations - Third-Party Integrations **Database Features** - Storage - Availability - Stability - Scalability - Security - Data Manipulation - Query Language **Platform** - Mobile User Support - Customization - User, Role, and Access Management - Internationalization - Sandbox / Test Environments - Performance and Reliability - Breadth of Partner Applications - Mobile Access - Metadata Management **Data Updates** - Historical Snapshots - Real-Time Updating - Scheduled/Automated Reports - Customizable Reports - Predictive Analytics - Data Management - Real-Time Data **Additional Functionality** - Customizable Branding - Natural Language Processing - Data Extraction - AI Copilot - Ad hoc Reporting - Real-Time Reporting - Publishing/Sharing - Collaboration Tools - Strategic Planning - Self Service Data Preparation - Trend Analysis - Text Analysis - Real-Time Monitoring - Data Synchronization - Widgets - Benchmarking - Performance Metrics - Data Mapping - Generative AI - Trend/Problem Indicators - Customizable Templates - Access Controls/Permissions - Data Import/Export - Profitability Analysis - OLAP - Alerts/Notifications - Search/Filter - Drag & Drop - Data Connectors - Multiple Data Sources - Key Performance Indicators - Dashboard Creation - Role-Based Permissions - Data Mining - Forecasting - Ad hoc Query **Additional Functionality** - KPI Monitoring - Secure Data Storage - Multiple Data Sources - Data Visualization - Single Sign On - Natural Language Search - Search/Filter - Alerts/Notifications - AI Copilot - Real-Time Notifications - Collaboration Tools - Widgets - Performance Metrics - Ad hoc Reporting - Activity Tracking - Reporting/Analytics - Customizable Branding - Data Aggregation - Dashboard Creation - Data Connectors - Customizable Templates - Data Synchronization - API - Forecasting - Interactive Elements - Single Page View - Data Import/Export - Drag & Drop - Access Controls/Permissions - Trend Analysis - Workflow Management - Third-Party Integrations - Functions/Calculations - Historical Reporting - Data Capture and Transfer - Visual Discovery - Real-Time Updates - Real-Time Reporting - Data Mapping - Relational Display - Visual Analytics - OLAP - Ad hoc Query - Reporting & Statistics ## Top MongoDB Atlas Alternatives - [Amazon DynamoDB](https://www.g2.com/products/amazon-web-services-aws-amazon-dynamodb/reviews) - 4.4/5.0 (498 reviews) - [Google Cloud Firestore](https://www.g2.com/products/google-cloud-firestore/reviews) - 4.2/5.0 (96 reviews) - [Azure Cosmos DB](https://www.g2.com/products/azure-cosmos-db/reviews) - 4.2/5.0 (59 reviews)