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 Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
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 Supported 24/7 Live Support Supported Online Supported	Support Phone Support Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Supported
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 Supported Free Trial Supported	Pricing No information available. Free Version Supported Free Trial Supported
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 Supported Webinars Supported Live Online Supported In Person Supported	Training Documentation Supported Webinars Supported Live Online Not Supported In Person Not Supported
Company Information CloverDX Founded: 2007 Czech Republic, USA, UK www.cloverdx.com	Company Information Databricks Founded: 2013 United States databricks.com
Alternatives Astera Centerprise Astera Software	Alternatives Gemini Enterprise Agent Platform Google
dbt dbt Labs	DataHub
SCIKIQ	SCIKIQ
Alooma Google	Snowflake
IBM DataStage IBM View All	StarTree View All
Categories Data Integration Supported Data Lineage Supported Data Management Supported Data Mapping Supported Data Migration Supported Data Pipeline Supported Data Quality Supported Data Visualization Supported ETL Supported Integration Supported	Categories AI Coding Agents Supported AI Data Analytics Supported AI Development Supported AI Governance Supported AI Tools Supported Artificial Intelligence Supported Big Data Supported Business Intelligence Supported Dashboard Supported Data Analysis Supported Data Catalog Supported Data Classification Supported Data Collaboration Supported Data Engineering Supported Data Fabric Supported Data Governance Supported Data Intelligence Supported Data Lake Supported Data Lineage Supported Data Management Supported Data Marketplaces Supported Data Modeling Supported Data Monetization Supported Data Pipeline Supported Data Science Supported Data Visualization Supported Data Warehouse Supported DataOps Supported ETL Supported Generative AI Supported LLM API Supported Machine Learning Supported ML Model Deployment Supported OLAP Databases Supported Query Engines Supported Real-Time Analytic Databases Supported Real-Time Data Streaming Supported Retrieval-Augmented Generation (RAG) Supported Vector Databases Supported
Data Lineage Features Database Change Impact Analysis Not Supported Filter Lineage Links Not Supported Implicit Connection Discovery Not Supported Lineage Object Filtering Not Supported Object Lineage Tracing Not Supported Point-in-Time Visibility Not Supported User/Client/Target Connection Visibility Not Supported Visual & Text Lineage View Supported Data Management Features Customer Data Not Supported Data Analysis Not Supported Data Capture Not Supported Data Integration Supported Data Migration Supported Data Quality Control Supported Data Security Supported Information Governance Not Supported Master Data Management Supported Match & Merge Not Supported ETL Features Data Analysis Not Supported Data Filtering Supported Data Quality Control Supported Job Scheduling Supported Match & Merge Supported Metadata Management Not Supported Non-Relational Transformations Supported Version Control Supported Show More Features Data Quality Features Address Validation Not Supported Data Deduplication Supported Data Discovery Supported Data Profililng Supported Master Data Management Supported Match & Merge Not Supported Metadata Management Not Supported Integration Features Dashboard Not Supported ETL - Extract / Transform / Load Supported Metadata Management Supported Multiple Data Sources Supported Web Services Supported	Data Lineage Features Database Change Impact Analysis Supported Filter Lineage Links Supported Implicit Connection Discovery Supported Lineage Object Filtering Supported Object Lineage Tracing Supported Point-in-Time Visibility Supported User/Client/Target Connection Visibility Supported Visual & Text Lineage View Supported Data Management Features Customer Data Supported Data Analysis Supported Data Capture Supported Data Integration Supported Data Migration Supported Data Quality Control Supported Data Security Supported Information Governance Supported Master Data Management Supported Match & Merge Supported Data Visualization Features Analytics Supported Content Management Not Supported Dashboard Creation Supported Filtered Views Supported OLAP Supported Relational Display Supported Simulation Models Supported Visual Discovery Supported ETL Features Data Analysis Supported Data Filtering Supported Data Quality Control Supported Job Scheduling Supported Match & Merge Supported Metadata Management Supported Non-Relational Transformations Supported Version Control Supported Show More Features Artificial Intelligence Features Chatbot Not Supported For eCommerce Supported For Healthcare Supported For Sales Supported Image Recognition Not Supported Machine Learning Supported Multi-Language Supported Natural Language Processing Supported Predictive Analytics Supported Process/Workflow Automation Supported Rules-Based Automation Supported Virtual Personal Assistant (VPA) Not Supported Big Data Features Collaboration Supported Data Blends Supported Data Cleansing Supported Data Mining Supported Data Visualization Supported Data Warehousing Supported High Volume Processing Supported No-Code Sandbox Supported Predictive Analytics Supported Templates Supported Business Intelligence Features Ad Hoc Reports Supported Benchmarking Supported Budgeting & Forecasting Supported Dashboard Supported Data Analysis Supported Key Performance Indicators Supported Natural Language Generation (NLG) Supported Performance Metrics Supported Predictive Analytics Supported Profitability Analysis Supported Strategic Planning Supported Trend / Problem Indicators Supported Visual Analytics Supported Dashboard Features Annotations Supported Data Source Integrations Supported Functions / Calculations Supported Interactive Supported KPIs Supported OLAP Supported Private Dashboards Supported Public Dashboards Supported Scorecards Supported Themes Supported Visual Analytics Supported Widgets Supported Data Analysis Features Data Discovery Supported Data Visualization Supported High Volume Processing Supported Predictive Analytics Supported Regression Analysis Supported Sentiment Analysis Supported Statistical Modeling Supported Text Analytics Supported Data Fabric Features Data Access Management Supported Data Analytics Supported Data Collaboration Supported Data Lineage Tools Supported Data Networking / Connecting Not Supported Metadata Functionality Not Supported No Data Redundancy Not Supported Persistent Data Management Supported Data Governance Features Access Control Supported Data Discovery Supported Data Mapping Supported Data Profiling Supported Deletion Management Supported Email Management Not Supported Policy Management Not Supported Process Management Not Supported Roles Management Supported Storage Management Supported Data Science Features Access Control Supported Advanced Modeling Supported Audit Logs Supported Data Discovery Supported Data Ingestion Supported Data Preparation Supported Data Visualization Supported Model Deployment Supported Reports Supported Data Warehouse Features Ad hoc Query Supported Analytics Supported Data Integration Supported Data Migration Supported Data Quality Control Supported ETL - Extract / Transfer / Load Supported In-Memory Processing Supported Match & Merge Supported Machine Learning Features Deep Learning Supported ML Algorithm Library Supported Model Training Supported Natural Language Processing (NLP) Supported Predictive Modeling Supported Statistical / Mathematical Tools Supported Templates Supported Visualization Supported
Integrations AWS Marketplace Not Supported AccessOwl Not Supported Catalina Not Supported Churned Not Supported Codified Not Supported Compyl Not Supported Dokku Not Supported Informatica Enterprise Data Catalog Not Supported Informatica Supplier 360 Not Supported Lightcast Gazelle Not Supported Lumi AI Not Supported Observo AI Not Supported Rilevera Not Supported Satori Not Supported Streamkap Not Supported Unity AI Gateway Not Supported Vertica Supported Virtualitics Not Supported Voxloud Not Supported kdb Insights Not Supported Show More Integrations View All 2 Integrations	Integrations AWS Marketplace Supported AccessOwl Supported Catalina Supported Churned Supported Codified Supported Compyl Supported Dokku Supported Informatica Enterprise Data Catalog Supported Informatica Supplier 360 Supported Lightcast Gazelle Supported Lumi AI Supported Observo AI Supported Rilevera Supported Satori Supported Streamkap Supported Unity AI Gateway Supported Vertica Not Supported Virtualitics Supported Voxloud Supported kdb Insights Supported Show More Integrations View All 416 Integrations
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