List of Alternatives to Databricks
Here are some of Databricks's top competitors in the Cloud And Data Management category: Snowflake, Google Cloud (GCP), mongoDB or Vertex AI.
One cloud platform for analytics, AI, and applications
4.5/5
(41)
Redeemed by 161 members
1 deal available
$1,250 in credits
Get deal
1 deal available
$1,250 in credits
Get dealSnowflake is a cloud data platform that helps companies store, analyze, share, and build applications with data across AWS, Azure, and Google Cloud. It combines data warehousing, engineering, analytics, AI, and governance in one managed environment.
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Fully managed cloud infrastructure
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Secure live data sharing
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Cross-cloud compatibility
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High concurrency performance
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Independent compute and storage scaling
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Cortex AI integration
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Native application development
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Unified governance and cataloging
Rep. Tyrell Sporer
Solid Performance + Time Travel Safety Net
Snowflake made cross-team data access a lot cleaner for us, especially with secure sharing. We send selected tables to partners without building custom exports, and that alone has saved a surprising amount of engineering time. The only catch is that you need someone watching warehouse sizes or costs can drift
May 31, 2026
What's the difference between Snowflake and Databricks?
See the full comparison between Databricks & Snowflake
Cloud services by Google
4.5/5
(67)
Redeemed by 11245 members
1 deal available
$2,000 in credits for 1 year if you never raised funds // $350,000 in credits for 2 years if you did
Get deal
1 deal available
$2,000 in credits for 1 year if you never raised funds // $350,000 in credits for 2 years if you did
Get dealGoogle Cloud helps you accelerate your business transformation by giving you the cloud services you need.
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Networking and content delivery
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Compute Engine
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Storage solutions
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Google Kubernetes Engine (GKE)
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Security and identity
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Big Data and analytics
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Serverless computing
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Machine learning and AI
Free Tier
$0 (Freemium)Pay-As-You-Go
Varies by service; billed based on consumptionSalih Şen
great great great great great great
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May 31, 2026
Boost your productivity with a database optimized for your applications
4.3/5
(45)
Redeemed by 797 members
1 deal available
$500 in credits for 1 year
Get deal
1 deal available
$500 in credits for 1 year
Get dealmongoDB is the tool that will store all your NoSQL databases so you can spend less time managing your information and more time using it.
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Find and view your data easily
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Make your databases evolve with the demand
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Automate your administrative operations
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Integrated security
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Deploy your data in different clouds
Free
$0 (Freemium)Flex
Custom pricingDedicated
Vern Pollich
Natural Fit for Nested Data and Powerful Aggregations
What I appreciate most is how easy it is to work with nested JSON-like data in MongoDB. For event tracking and user activity logs, it feels much more natural than forcing everything into a relational schema, and the aggregation pipeline has been more useful than I expected for reporting
June 1, 2026
Vertex AI is a comprehensive, fully-managed AI development platform provided by Google Cloud. It offers a unified environment for building, deploying, and managing machine learning models and generative AI applications.
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AutoML
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Custom training
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Model Garden
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Generative AI capabilities
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MLOps tools
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Vertex AI Workbench
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Model monitoring
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Feature Store
Maryann Bergnaum
Vertex AI Eases Infrastructure Management with Auto-Scaling
Using Vertex AI saved us considerable infrastructure management effort by handling resource scaling automatically during heavy workloads.
August 2, 2025
Google Analytics is a web analytics platform that tracks how your users find and interact with your website, giving you the data to make smarter decisions about traffic, content, and conversions.
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Real-time reporting
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Traffic source analysis
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Conversion tracking and goals
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Audience segmentation
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Event-based tracking (GA4)
George Johnson
Google Analytics: Empowering In-Depth Data Analysis
As a data analyst, I appreciate the depth and breadth of data available in Google Analytics, allowing me to conduct thorough and accurate analyses
October 6, 2024
Tableau brings value by providing data visualization and business intelligence tools that allow users to easily analyze and understand their data, leading to better and more informed decision-making.
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Real-time collaboration
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Data integration
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Advanced analytics
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High volume processing
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Interactive dashboards
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Text analysis
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Ad hoc analysis
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Mobile optimization
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Self-service data preparation
Arthur W
Exploring Tableau: A User's Positive Experience
I recently had the opportunity to try out Tableau on a 3-day trial. Initially, I encountered a few hiccups, but the proactive onboarding team at Tableau was quick to step in. They were so confident in their product that they offered me a one-year contract, assuring me of their full support until everything was up and running smoothly. Their commitment to customer satisfaction was evident when I raised my concerns about the initial issues. They were understanding and even offered to cancel the invoice, extending my trial period. This gesture truly demonstrated their dedication to ensuring a positive user experience. After a few months, the software started working flawlessly, and I was so impressed that I decided to purchase it again. There was a minor confusion regarding the old invoice, but I had written confirmation of its cancellation. I'm confident that this misunderstanding will be resolved soon. I must say, I'm quite taken with Tableau. The product is fantastic, and their business practices reflect a strong commitment to customer satisfaction. Despite a few initial challenges, my overall experience has been positive and I'm excited to continue using this software.
October 22, 2024
Microsoft Power BI is a powerful business intelligence tool that allows users to visualize and analyze their data in real-time. With its intuitive interface and extensive range of features, Power BI empowers businesses to make data-driven decisions, uncover insights, and drive growth.
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Data analysis made easy
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Integrate with your existing tools
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Collaborate and share
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Insights on the go
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Interactive dashboards
Alexis R
Exploring Online Forums: Troubleshooting and Learning Resources
there are numerous online forums and resources available for troubleshooting and learning new techniques.
August 12, 2024
Adept AI empowers you and your team by combining advanced artificial intelligence with intuitive design, enabling you to perform complex tasks seamlessly. Its tools enhance productivity, collaboration, and decision-making with ease.
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Adaptive learning technology
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Natural language processing
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Customizable workflows
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Seamless integration with tools
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Automated data analysis
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Real-time collaboration
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Task automation
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Robust security measures
With Dataiku, any team (from marketing and operations to customer service) has access to the data they need all in one place for analysis or to build and deploy predictive models — say goodbye to searching for and reconciling data across spreadsheets, databases, and service providers.
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Data visualization
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Machine learning and AI capabilities
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Easily wrangle and prepare data
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Automate data workflows
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Collaborate with your team
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Multiple integrations
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Advanced analytics
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Intuitive user interface
Fawn
Streamlining Data Science Application Development through Team Collaboration with Dataiku
Dataiku is a straightforward solution that allows data and business teams to work together on creating data science applications.
August 12, 2024
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