CloverDX vs. Databricks Comparison


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About CloverDX is the data integration platform that puts you in control. Build data pipelines visually in CloverDX Designer, in code, or with AI, and move freely between all three. Run ETL, data transformation and data migration jobs on autopilot, with schedules, file and message listeners and API triggers, or on demand through published endpoints and Data Apps for non-engineers. Typed metadata finds schema drift before production does, and a full execution history makes every run auditable. Teams use CloverDX for client data onboarding, legacy system replacement, data quality validation, and automation of manual data work at scale. Customers grow data volume and client count without growing the team. Deploy on premises, in your own cloud, hybrid, or in containers and Kubernetes. Your data never crosses our infrastructure. Pay a flat annual price for capacity, not for rows, runs or connectors.	About The Databricks Data Intelligence Platform allows your entire organization to use data and AI. It’s built on a lakehouse to provide an open, unified foundation for all data and governance, and is powered by a Data Intelligence Engine that understands the uniqueness of your data. The winners in every industry will be data and AI companies. From ETL to data warehousing to generative AI, Databricks helps you simplify and accelerate your data and AI goals. Databricks combines generative AI with the unification benefits of a lakehouse to power a Data Intelligence Engine that understands the unique semantics of your data. This allows the Databricks Platform to automatically optimize performance and manage infrastructure in ways unique to your business. The Data Intelligence Engine understands your organization’s language, so search and discovery of new data is as easy as asking a question like you would to a coworker.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Data engineers, integration developers and IT teams at mid-sized and large organizations that onboard client data, integrate internal systems, or run data processes under regulatory scrutiny.	Audience Organizations that want all their data, analytics and AI on one unified data platform
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $21000/annual Annual subscription licensed by capacity, not usage. DX Units buy engineering capacity - each converts to a production server core or a developer seat, and reallocates between the two at any time - under a Standard, Plus or Enhanced plan that sets the support, services and training wrapper. Flat per-user seats add the self-service Business Tools and AI-assisted authoring. Nothing meters rows, runs, connectors or data volume. Free Version Free Trial	Pricing No information available. Free Version Free Trial
Reviews/Ratings Overall 4.5 / 5 ease 4.0 / 5 features 5.0 / 5 design 4.5 / 5 support 5.0 / 5 Read all reviews	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software
Pros & Cons from Real Users Pros If you are IT professional (ideally with previous ETL/DI experience) then within relatively small amount of time, you can create powerful data transformation pipelines. This tool boasts rich capabilities to automate your data transformations and publish the results - files, classic DB targets, message queues, API end-points and others. - Visual style of designing data transformations which which can be augmented by writing more complex logic as simple script. - Great monitoring options to find bottlenecks and/or pinpoint errors. - Built-in Parallelism increasing throughput. - Excellent support team that provides useful advice. - Regular updates through new releases - bugs and security vulnerabilities addressed quickly Cons The list of built-in connectors is less impressive than with the bigger competition. Limited offering in terms of adjacent fields (MDM, Data Replication) - Initial learning curve for non-technical user - Their concept of metadata differs from other tools - Smaller user community compared to the "big guys"
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information CloverDX Founded: 2007 Czech Republic, USA, UK www.cloverdx.com	Company Information Databricks Founded: 2013 United States databricks.com
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SCIKIQ	DataHub
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IBM DataStage IBM View All	StarTree View All
Categories Data Integration Data Lineage Data Management Data Mapping Data Migration Data Pipeline Data Quality Data Visualization ETL Integration	Categories AI Data Analytics AI Development AI Governance AI Tools Artificial Intelligence Big Data Business Intelligence Dashboard Data Analysis Data Catalog Data Classification Data Collaboration Data Engineering Data Fabric Data Governance Data Intelligence Data Lake Data Lineage Data Management Data Marketplaces Data Modeling Data Monetization Data Pipeline Data Science Data Visualization Data Warehouse DataOps ETL Generative AI LLM API Machine Learning ML Model Deployment OLAP Databases Query Engines Real-Time Analytic Databases Real-Time Data Streaming Retrieval-Augmented Generation (RAG) Vector Databases
Data Lineage Features Database Change Impact Analysis Filter Lineage Links Implicit Connection Discovery Lineage Object Filtering Object Lineage Tracing Point-in-Time Visibility User/Client/Target Connection Visibility Visual & Text Lineage View Data Management Features Customer Data Data Analysis Data Capture Data Integration Data Migration Data Quality Control Data Security Information Governance Master Data Management Match & Merge ETL Features Data Analysis Data Filtering Data Quality Control Job Scheduling Match & Merge Metadata Management Non-Relational Transformations Version Control Show More Features Data Quality Features Address Validation Data Deduplication Data Discovery Data Profililng Master Data Management Match & Merge Metadata Management Integration Features Dashboard ETL - Extract / Transform / Load Metadata Management Multiple Data Sources Web Services	Data Lineage Features Database Change Impact Analysis Filter Lineage Links Implicit Connection Discovery Lineage Object Filtering Object Lineage Tracing Point-in-Time Visibility User/Client/Target Connection Visibility Visual & Text Lineage View Data Management Features Customer Data Data Analysis Data Capture Data Integration Data Migration Data Quality Control Data Security Information Governance Master Data Management Match & Merge Data Visualization Features Analytics Content Management Dashboard Creation Filtered Views OLAP Relational Display Simulation Models Visual Discovery ETL Features Data Analysis Data Filtering Data Quality Control Job Scheduling Match & Merge Metadata Management Non-Relational Transformations Version Control Show More Features Artificial Intelligence Features Chatbot For eCommerce For Healthcare For Sales Image Recognition Machine Learning Multi-Language Natural Language Processing Predictive Analytics Process/Workflow Automation Rules-Based Automation Virtual Personal Assistant (VPA) Big Data Features Collaboration Data Blends Data Cleansing Data Mining Data Visualization Data Warehousing High Volume Processing No-Code Sandbox Predictive Analytics Templates Business Intelligence Features Ad Hoc Reports Benchmarking Budgeting & Forecasting Dashboard Data Analysis Key Performance Indicators Natural Language Generation (NLG) Performance Metrics Predictive Analytics Profitability Analysis Strategic Planning Trend / Problem Indicators Visual Analytics Dashboard Features Annotations Data Source Integrations Functions / Calculations Interactive KPIs OLAP Private Dashboards Public Dashboards Scorecards Themes Visual Analytics Widgets Data Analysis Features Data Discovery Data Visualization High Volume Processing Predictive Analytics Regression Analysis Sentiment Analysis Statistical Modeling Text Analytics Data Fabric Features Data Access Management Data Analytics Data Collaboration Data Lineage Tools Data Networking / Connecting Metadata Functionality No Data Redundancy Persistent Data Management Data Governance Features Access Control Data Discovery Data Mapping Data Profiling Deletion Management Email Management Policy Management Process Management Roles Management Storage Management Data Science Features Access Control Advanced Modeling Audit Logs Data Discovery Data Ingestion Data Preparation Data Visualization Model Deployment Reports Data Warehouse Features Ad hoc Query Analytics Data Integration Data Migration Data Quality Control ETL - Extract / Transfer / Load In-Memory Processing Match & Merge Machine Learning Features Deep Learning ML Algorithm Library Model Training Natural Language Processing (NLP) Predictive Modeling Statistical / Mathematical Tools Templates Visualization
Integrations 100x 7AI Alteryx Designer Cloudgov.ai Codified DataGalaxy DataMarket FlashClick Gigasheet Jozu MLflow Mindfuel Okera Precisely Connect Prophecy Rayven StarTree Sync Vertica Wizata Show More Integrations View All 2 Integrations	Integrations 100x 7AI Alteryx Designer Cloudgov.ai Codified DataGalaxy DataMarket FlashClick Gigasheet Jozu MLflow Mindfuel Okera Precisely Connect Prophecy Rayven StarTree Sync Vertica Wizata Show More Integrations View All 404 Integrations
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