# Compare MongoDB vs Databricks 2026 | Capterra > Unsure of what to choose? Check Capterra to compare MongoDB and Databricks based on pricing, features, product details, and verified reviews. Source: https://www.capterra.com/compare/127374-148499/MongoDB-vs-Databricks --- # MongoDB vs Databricks Features and Cost Comparison Last updated April 2nd, 2026 Provider data verified by our Software Research team, and reviews moderated by our Reviews Verification team.[Learn more](https://www.capterra.com/our-story/) Your comparison: MongoDBDatabricks2/4 selected [MongoDB](https://www.capterra.com/p/127374/MongoDB/)[4.7 (468)](https://www.capterra.com/p/127374/MongoDB/reviews/) [Databricks](https://www.capterra.com/p/148499/Databricks/)[4.5 (23)](https://www.capterra.com/p/148499/Databricks/reviews/) [## MongoDB](https://www.capterra.com/p/127374/MongoDB/)[4.7 (468)](https://www.capterra.com/p/127374/MongoDB/reviews/) Starting Price Contact vendor Value-for-Money 4.6 Functionality 4.6 Ease of Use 4.4 Customer Service 4.3 Reviews Sentiment Based on [468 reviews](#user-reviews) Positive 463 Neutral 4 Negative 1 [## Databricks](https://www.capterra.com/p/148499/Databricks/)[4.5 (23)](https://www.capterra.com/p/148499/Databricks/reviews/) Starting Price $99.00/month Value-for-Money 4.2 Functionality 4.6 Ease of Use 4.7 Customer Service 4.4 Reviews Sentiment KA Based on [23 reviews](#user-reviews) Positive 21 Neutral 2 Negative 0 ## Not a match? Find software alternatives tailored to your priorities. 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Best for Cloud-based data analytics platform that helps businesses derive actionable insights by unifying data science, engineering and business workflow into a single platform with AI and machine learning. ## User reviews Pros & cons VR Verified Reviewer Product owner > "flexible schema documents vary in fields, making it ideal for apps and agile development projects." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___7103395) VR Verified Reviewer Owner of ShadowPlayersDev > "The interface of MongoDB is quite confusing when set up." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___6250611) Junaid E. National IT Manager > "Customer support and documentation are solid and community resources are easy to find when issues come up." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___7083260) SA Samuel A. Software > "Sometimes, it might not save data safely, and it can have trouble handling complex data operations." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___4802421) Ruchir A. Cloud Support Engineer > "It also has innovative indexing features which enable high performance for queries." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___6445594) SU Solomon U. Web Developer > "Overall, MongoDB is a flexible, high-performance, non-relational database management system but it has some limitations like a lack..." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___4493449) TS Thomas S. Co-Founder > "It is extremely adaptive and has a great functionality, the data handling is quite plain and not overloaded with tight constraints." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___6713896) RG Robert G. Developer > "It didn't support the level of data consistency that we need or the things like encapsulated database procedures/functions that..." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___3541412) Amita S. Subject Matter Expert > "Also, we can distribute our database across multiple servers to handle large amounts of data and high traffic loads. And MongoDB's..." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___4847510) WCT Wei Chun T. Data Engineer > "Document size and nesting is limited in MongoDB, so if you have a requirement of document size more than 16MB or needing to have..." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___4304245) Joseph M. Senior Engineer > "My development process has been sped up by the easy connection with well-known programming languages and frameworks, allowing me to..." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___4802560) VR Verified Reviewer Application Development Specialist > "When running large nested queries it consumes large amount of memory, resulting in memory error." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___3664405) Leandro A. Developer > "Great experience .I enjoy working on the back end with mongo databases ." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___7054771) VR Verified Reviewer web developer > "if the indexes are not properly set up or maintained, it can lead to errors or poor performance." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___4518420) Junaid E. National IT Manager > "MongoDB is extremely flexible and fast to get started with." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___7083260) RG Robert G. Developer > "MongoDB supports a bunch of different programming languages, but fell short on the database side of constructs. " [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___3541412) TS Thomas S. Co-Founder > "It further is a perfect solution for the unstructured type of data" [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___6713896) VR Verified Reviewer intern > "mongoDb has a high amount of memory usage and it doesn;t support transactions." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___4512561) AkG Ajay kumar G. Full Stack Developer > "also one of the main reasons for me using MongoDB for its security. because they use popular platforms like AWS, Google Cloud, and..." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___6102397) AP Aniket P. Student > "Its sort of confusing to manage the access control levels of the users, as it is all stored in json file. If there was a way to sort..." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___2791214) NJ Nanu J. Technology Lead > "It offers high performance and offer good developer experience." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___6854117) BS Benjamin S. Sr. Software Developer > "MongoDB's change streams don't meet our requirements for a realtime database causing us to look for other solutions in the realtime..." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___2878311) DR Daniel R. Manager > "Easy to implement and lots of support and learning resources available for development" [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___6779454) Mario G. Human Resources Controller > "MongoDB is not a suitable tool for complex transactions, as it is slow." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___3650102) AkG Ajay kumar G. Full Stack Developer > "They also provide custom integration with top cloud-based platforms like AWS, Google Cloud, and Microsoft Azure." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___6102397) VR Verified Reviewer web devloper > "This can make it challenging to scale horizontally without significant hardware investments." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___4686191) Joseph M. Senior Engineer > "MongoDB's extraordinary capacity to scale has proven invaluable in helping me manage increasing data volumes and high-performance..." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___4802560) VR Verified Reviewer Co-owner > "you have to get your head around is the whole redundant data thing - it is usually recommended that you store a lot of redundant..." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___3220759) ÁLvaro C. FullStack Developer > "It is ideal for environments with few computing resources" [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___6252959) Darian P. Senior Developer > "The visualization aspect of Mongo constantly was an issue for our team." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___3572060) AkG Ajay kumar G. Full Stack Developer > "I can easily shift my data from one database to another using tools like Mongodump and Mongorestore." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___6102397) VR Verified Reviewer Senior Software Engineer > "Correctly selecting and setting up indexes can be a problem." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___3702431) AkG Ajay kumar G. Full Stack Developer > "With the free storage space of 500 MP, everyone can use their database with a low amount of limitation." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___6102397) Darshan M. Software Engineer > "The least liked part about MongoDB is that it does not use a relational database." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___4261227) SS Suhaiil S. SPS Associate > "It allows versatile data storage and retrieval in JSON format." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___5077388) PP Piotr P. QA Automation Engineer > "Beginners may get lost in more complicated queries" [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___3534093) VR Verified Reviewer Marketing Assistant > "Mongo helps us stay organized and its flexible structure allows me and my team to figure things out without the constraints of..." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___3788054) VR Verified Reviewer Senior Automation Engineer > "It's joins are awkward , mongodb can't support joins." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___4607036) AkG Ajay kumar G. Full Stack Developer > "The detailed documentation with examples makes this even easier to use (in my opinion, most tools fail on complicated documentation..." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___6102397) OS Omkar S. Intern > "MongoDB requires too much storage which is not even worth it." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___4620525) Joseph M. Senior Engineer > "MongoDB has changed the game for me as someone who deals with continually evolving data formats and requirements." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___4802560) JM Jean M. Blockchain developer > "Not suitable for complex transactions." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___3829373) SU Solomon U. Web Developer > "However, the document-based data model and built-in support for data replication and sharding make it a great option for..." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___4493449) MS Madhusudan S. Software Engineer > "Moreover, sharding and clustering setup is difficult." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___4609686) Anuj K. Problem Setter DSA > "By using GUI, It becomes easy for me to work on the database and perform needed queries on the database." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___4786215) MS Madhusudan S. Software Engineer > "On Linux computers, local setup is difficult." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___4609686) VR Verified Reviewer web developer > "MongoDB is a powerful and versatile NoSQL database that is well-suited for projects that involve large amounts of unstructured or..." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___4518420) VR Verified Reviewer Software Developer > "It is very difficult to crate any large application without using joins. Because of that I had to use relational database and..." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___2781179) VR Verified Reviewer Senior Software Engineer > "There are lots of wizards and buttons that make it easy to structure queries and get to the data I'm looking for." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___4797463) Matthew B. Project Manager > "I don't like the complexity of the setup. If you need to do advanced clustering it is challenging to setup and configure." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___3109254) VR Verified Reviewer System Engineer > "Mongodb is a no-sql( not only sql) database.so it is different from other traditional database.its support partitions and indexing..." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___3479943) DM Daniel M. Software Developer > "Couldn't find anything missing in this database until now." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___3600124) OO Oussama O. Founder & Game Designer > "With its robust query language and powerful document-oriented data model, MongoDB is capable of handling complex data management..." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___4533032) Dmitry D. COO > "Lack of free UI tools for DB management;" [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___2812915) Nirmal G. Software Developer > "While developing application using Node.js, using Mongo helps a lot since the JSON like data is really easy to query." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___5010512) Yasiru G. DevOps Engineer > "One Issue I have with MongoDB is apart from MongoDB atlas I couldn't find any other managed DB." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___2879420) AkG Ajay kumar G. Full Stack Developer > "The enormity of the built-in options makes this user easy to implement on their project. and easy to integrate with any framework..." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___6102397) Kanad N. Programmer > "MongoDB lacks in some flexibility with the queries like JOINS and no support for transaction for multiple document level." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___2718047) SA Sami A. Software Developer > "In our company we work with flexible data from customer databases." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___6106000) Olivier JM M. Software Engineer > "unlike SQL databases there is no support for transactions" [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___2839605) Muthazhagan C. Software Developer > "It not only beginner friendly also provide large number of build in function that makes easy to learn everyone." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___6107187) RW Ryan W. Student > "The initial setup of MongoDB and specifically the Mongod can be quite confusing." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___2803075) SS Suhaiil S. SPS Associate > "It offers scalability and flexibility making it a stronger choice for variety of applications." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___5077388) AA Aniket A. Co-Founder > "I am unable to identify any cons at this moment" [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___3147054) PS Preet S. Senior Software Engineer > "The bulk operations and aggregations are quite useful features at times." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___6183942) VR Verified Reviewer Engineering Manager > "Doesn't support transactions" [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___3136362) DsB Dakshina singh B. software engineer > "Mongo accepts data in JSON format in the form of documents which makes it easy for a user to simply prepare a document and upload it." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___3718905) CS Christopher S. Founder > "One of the cons would be as data scales duplicates can occur." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___2636199) Joseph M. Senior Engineer > "Along the road, any problems I met into were also greatly helped by the active community and thorough documentation." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___4802560) TH Trevor H. Network Admin > "Had a lot of issues early on to get it working." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___2534031) TN Teran N. software engineer > "Mongo db is somewhat new to the industry and it is updating day by day and whenever I have a doubt, there is a strong community to..." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___4705398) VR Verified Reviewer R&D > "Maybe I'm doing something wrong, but I would like to know it..." [See full review](https://www.capterra.com/p/127374/MongoDB/#Capterra___2357071) [View Reviews](https://www.capterra.com/p/127374/MongoDB/reviews/) Not enough reviews ## User interface [MongoDB](https://www.capterra.com/p/127374/MongoDB/) 4.66 (468) No images or videos provided by vendor ## Connect with a Capterra advisor for a free 15-minute consultation Get a personalized software list aligned to your business needs with guidance from our expert advisors. Our team has helped 1 million+ businesses like yours find options that fit their needs. ### Features MongoDB Top features 18/41 - Access Controls/Permissions - Activity Dashboard - Ad hoc Analysis - Ad hoc Reporting - AI Copilot - Alerts/Escalation - API - Collaboration Tools - Customizable Reports - Dashboard Creation - Database Support - Data Blending - Data Capture and Transfer - Data Cleansing - Data Connectors - Data Discovery - Data Extraction - Data Migration - Data Security - Data Synchronization - Data Transformation - Data Visualization - Data Warehousing - Drag & Drop - Forecasting - Generative AI - High Volume Processing - Multiple Data Sources - No-Code - Predictive Analytics - Real-Time Analytics - Real-Time Data - Reporting/Analytics - Search/Filter - SSL Security - Statistical Analysis - Templates - Third-Party Integrations - Trend Analysis - Visual Analytics - What-if Analysis [See all features](https://www.capterra.com/p/127374/MongoDB/#features) Databricks 9/41 - Access Controls/Permissions - Activity Dashboard - Ad hoc Analysis - Ad hoc Reporting - AI Copilot - Alerts/Escalation - API - Collaboration Tools - Customizable Reports - Dashboard Creation - Database Support - Data Blending - Data Capture and Transfer - Data Cleansing - Data Connectors - Data Discovery - Data Extraction - Data Migration - Data Security - Data Synchronization - Data Transformation - Data Visualization - Data Warehousing - Drag & Drop - Forecasting - Generative AI - High Volume Processing - Multiple Data Sources - No-Code - Predictive Analytics - Real-Time Analytics - Real-Time Data - Reporting/Analytics - Search/Filter - SSL Security - Statistical Analysis - Templates - Third-Party Integrations - Trend Analysis - Visual Analytics - What-if Analysis [See all features](https://www.capterra.com/p/148499/Databricks/#features) ### Recognition No recognitions have been awarded to MongoDB No recognitions have been awarded to Databricks ### Deployment & support MongoDB Deployment - Cloud, SaaS, Web-Based - Desktop Mac - Desktop Windows - Desktop Linux - On-Premise Windows - On-Premise Linux - Desktop Chromebook - Mobile Android - Mobile iPhone - Mobile iPad Support - Email/Help Desk - FAQs/Forum - Knowledge Base - Phone Support - 24/7 (Live rep) - Chat Training - In Person - Live Online - Webinars - Documentation - Videos Databricks Deployment - Cloud, SaaS, Web-Based - Desktop Mac - Desktop Windows - Desktop Linux - On-Premise Windows - On-Premise Linux - Desktop Chromebook - Mobile Android - Mobile iPhone - Mobile iPad Support - Email/Help Desk - FAQs/Forum - Knowledge Base - Phone Support - 24/7 (Live rep) - Chat Training - In Person - Live Online - Webinars - Documentation - Videos ### Company Details MongoDB - By MongoDB - Located in United States - Founded in 2007 Databricks - By Databricks - Located in United States - Founded in 2013 ## Popular Comparisons [MongoDB](https://www.capterra.com/p/127374/MongoDB/)[4.66 (468)](https://www.capterra.com/p/127374/MongoDB/reviews/) vs [Microsoft SQL Server](https://www.capterra.com/p/1417/SQL-Server/)[4.60 (1,974)](https://www.capterra.com/p/1417/SQL-Server/reviews/) Contact vendor for pricing Price $13748one time 4.6 Features 4.6 4.4 Ease of Use 4.3 [View full comparison](https://www.capterra.com/compare/1417-127374/SQL-Server-vs-MongoDB) [Databricks](https://www.capterra.com/p/148499/Databricks/)[4.52 (23)](https://www.capterra.com/p/148499/Databricks/reviews/) vs [Microsoft Power BI](https://www.capterra.com/p/176586/Power-BI/)[4.58 (1,869)](https://www.capterra.com/p/176586/Power-BI/reviews/) $99/month Price $10/month 4.6 Features 4.5 4.7 Ease of Use 4.1 [View full comparison](https://www.capterra.com/compare/148499-176586/Databricks-vs-Power-BI) [MongoDB](https://www.capterra.com/p/127374/MongoDB/)[4.66 (468)](https://www.capterra.com/p/127374/MongoDB/reviews/) vs [MySQL](https://www.capterra.com/p/11482/MySQL/)[4.59 (2,094)](https://www.capterra.com/p/11482/MySQL/reviews/) Contact vendor for pricing Price $2000/year 4.6 Features 4.5 4.4 Ease of Use 4.4 [View full comparison](https://www.capterra.com/compare/11482-127374/MySQL-vs-MongoDB) [Databricks](https://www.capterra.com/p/148499/Databricks/)[4.52 (23)](https://www.capterra.com/p/148499/Databricks/reviews/) vs [Tableau](https://www.capterra.com/p/208764/Tableau/)[4.56 (2,348)](https://www.capterra.com/p/208764/Tableau/reviews/) $99/month Price $15/month 4.6 Features 4.5 4.7 Ease of Use 4.1 [View full comparison](https://www.capterra.com/compare/148499-208764/Databricks-vs-Tableau) [MongoDB](https://www.capterra.com/p/127374/MongoDB/)[4.66 (468)](https://www.capterra.com/p/127374/MongoDB/reviews/) vs [Google Cloud](https://www.capterra.com/p/268690/Google-Cloud-Platform/)[4.68 (2,259)](https://www.capterra.com/p/268690/Google-Cloud-Platform/reviews/) Contact vendor for pricing Price Contact vendor for pricing 4.6 Features 4.6 4.4 Ease of Use 4.5 [View full comparison](https://www.capterra.com/compare/127374-268690/MongoDB-vs-Google-Cloud-Platform) [Databricks](https://www.capterra.com/p/148499/Databricks/)[4.52 (23)](https://www.capterra.com/p/148499/Databricks/reviews/) vs [Snowflake](https://www.capterra.com/p/148267/Snowflake/)[4.66 (96)](https://www.capterra.com/p/148267/Snowflake/reviews/) $99/month Price $23/month 4.6 Features 4.5 4.7 Ease of Use 4.5 [View full comparison](https://www.capterra.com/compare/148267-148499/Snowflake-vs-Databricks) [MongoDB](https://www.capterra.com/p/127374/MongoDB/)[4.66 (468)](https://www.capterra.com/p/127374/MongoDB/reviews/) vs [Airtable](https://www.capterra.com/p/146652/Airtable/)[4.65 (2,222)](https://www.capterra.com/p/146652/Airtable/reviews/) Contact vendor for pricing Price $20/month 4.6 Features 4.5 4.4 Ease of Use 4.4 [View full comparison](https://www.capterra.com/compare/127374-146652/MongoDB-vs-Airtable) [MongoDB](https://www.capterra.com/p/127374/MongoDB/)[4.66 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(218)](https://www.capterra.com/p/192201/Amazon-RDS/reviews/) Contact vendor for pricing Price $0.01/month 4.6 Features 4.6 4.4 Ease of Use 4.4 [View full comparison](https://www.capterra.com/compare/127374-192201/MongoDB-vs-Amazon-RDS) [MongoDB](https://www.capterra.com/p/127374/MongoDB/)[4.66 (468)](https://www.capterra.com/p/127374/MongoDB/reviews/) vs [Snowflake](https://www.capterra.com/p/148267/Snowflake/)[4.66 (96)](https://www.capterra.com/p/148267/Snowflake/reviews/) Contact vendor for pricing Price $23/month 4.6 Features 4.5 4.4 Ease of Use 4.5 [View full comparison](https://www.capterra.com/compare/127374-148267/MongoDB-vs-Snowflake) [MongoDB](https://www.capterra.com/p/127374/MongoDB/)[4.66 (468)](https://www.capterra.com/p/127374/MongoDB/reviews/) vs [DbVisualizer](https://www.capterra.com/p/197030/DbVisualizer/)[4.78 (121)](https://www.capterra.com/p/197030/DbVisualizer/reviews/) Contact vendor for pricing Price $199/year 4.6 Features 4.7 4.4 Ease of Use 4.7 [View full comparison](https://www.capterra.com/compare/127374-197030/MongoDB-vs-DbVisualizer)