DVC vs. Dataiku Comparison


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About Data Version Control (DVC) is an open source version control system tailored for data science and machine learning projects. It offers a Git-like experience to organize data, models, and experiments, enabling users to manage and version images, audio, video, and text files in storage, and to structure their machine learning modeling process into a reproducible workflow. DVC integrates seamlessly with existing software engineering tools, allowing teams to define any aspect of their machine learning projects, data and model versions, pipelines, and experiments, in human-readable metafiles. This approach facilitates the use of best practices and established engineering toolsets, reducing the gap between data science and software engineering. By leveraging Git, DVC enables versioning and sharing of entire machine learning projects, including source code, configurations, parameters, metrics, data assets, and processes, by committing DVC metafiles as placeholders.	About Dataiku is an enterprise AI platform designed to help organizations move from fragmented AI efforts to fully scalable and governed AI success. It brings together people, data, and technology into a single system that enables collaboration between domain experts and technical teams. The platform allows users to build, deploy, and manage AI models, analytics workflows, and AI agents with greater efficiency. Dataiku emphasizes orchestration by connecting data sources, applications, and machine learning processes into unified pipelines. It also provides strong governance capabilities, helping organizations monitor performance, control costs, and reduce risks across AI initiatives. Businesses across industries use Dataiku to modernize analytics, automate workflows, and scale machine learning across teams. With proven results from global enterprises, the platform supports faster innovation and measurable ROI through AI-driven solutions.
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 Machine learning engineers wanting a tool to implement version control, reproducibility, and efficient collaboration in their projects	Audience Large enterprises and data-driven organizations seeking to scale, govern, and operationalize AI across teams and business functions
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 No information available. Free Version Free Trial	Pricing No information available. Free Version Free Trial
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	Reviews/Ratings Overall 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 5.0 / 5 support 4.0 / 5 Read all reviews
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information iterative.ai Founded: 2018 United States dvc.org	Company Information Dataiku Founded: 2013 France www.dataiku.com
Alternatives DagsHub	Alternatives Gemini Enterprise Agent Platform Google
MLflow	Explorium
Azure Machine Learning Microsoft	Alteryx
Amazon SageMaker Amazon	Domino Enterprise AI Platform Domino Data Lab
TensorFlow View All	Databricks View All
Categories ML Experiment Tracking ML Model Deployment ML Model Management	Categories Agentic AI AI Data Analytics AI Gateways AI Governance AI Infrastructure AI Orchestration Anomaly Detection Artificial Intelligence Data Analysis Data Management Data Preparation Data Science Machine Learning ML Model Deployment
	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) Data Analysis Features Data Discovery Data Visualization High Volume Processing Predictive Analytics Regression Analysis Sentiment Analysis Statistical Modeling Text Analytics Machine Learning Features Deep Learning ML Algorithm Library Model Training Natural Language Processing (NLP) Predictive Modeling Statistical / Mathematical Tools Templates Visualization
Integrations 1Platform Amazon SageMaker Amazon Web Services (AWS) Azure AI Services Azure Marketplace Beamy Control-M DataOps.live Git HubSpot CRM MeaningCloud Microsoft Azure Modulos AI Governance Platform Pantomath Salesforce Snowflake Snowflake Cortex AI Tableau UiPath Visual Studio Code Show More Integrations View All 2 Integrations	Integrations 1Platform Amazon SageMaker Amazon Web Services (AWS) Azure AI Services Azure Marketplace Beamy Control-M DataOps.live Git HubSpot CRM MeaningCloud Microsoft Azure Modulos AI Governance Platform Pantomath Salesforce Snowflake Snowflake Cortex AI Tableau UiPath Visual Studio Code Show More Integrations View All 36 Integrations
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