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.
Snowflake 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
What's the difference between Snowflake and Databricks?
See the full comparison between Databricks & Snowflake
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$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
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Varies by service; billed based on consumptionMark Jeffery
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July 14, 2026
Boost your productivity with a database optimized for your applications
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$500 in credits for 1 year
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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
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
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)
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
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
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
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