Discover the best alternative to Dataiku

Discover the best alternative

What is Dataiku?

Dataiku, founded in 2013, is a data science and data analytics platform aimed at democratizing access to data and encouraging collaboration. It offers an intuitive user interface, enabling Data Engineers, Data Scientists and Data Analysts to work together efficiently.

The platform covers the entire lifecycle, from data analysis and preparation to the modeling and deployment of machine learning algorithms. It stands out for its ability to facilitate collaborative working, enabling users from different fields to share projects and insights.

Dataiku is flexible, integrating with numerous data sources and adapting to various IT environments, including cloud and on-premise. It offers advanced tools for machine learning, model automation, governance and data quality.

Dataiku pricing

Pricing for Dataiku?

Dataiku offers a variety of plans to suit different team sizes and needs, from a free offer to more advanced enterprise options. Here's an overview:

  1. Free Edition: intended for permanent installation for up to 3 users, enabling access to open source files or databases, to be installed on your own infrastructure.
  2. Discover: Designed for small teams of up to 5 users, including more than 20 connectors and the ability to process in memory or in database (Spark) with limited automation.
  3. Business: Suitable for medium-sized teams of up to 20 users, offering unlimited and elastic computations with Kubernetes, full automation and advanced security, but with limited deployment.
  4. Enterprise: Provides scalable automation and governance, including all connectors, full deployment capabilities, isolation framework, and unlimited instance and resource governance.

Dataiku: pros & cons

Pros

Benefits of Dataiku

  • Accessibility to different user profiles: designed to be accessible to data scientists, data analysts and business users alike, thanks to its intuitive user interface and drag-and-drop functionalities.
  • Enhanced collaboration: The platform enables seamless collaboration between members on analytics projects, with access rights management and project sharing.
  • Wide range of data connectors: Dataiku offers a wide range of connectors to easily integrate data from different sources, simplifying data preparation.
  • Development flexibility: Users can choose between visual interfaces for data preparation and modeling, or use code (Python, SQL, R, etc.) for more advanced tasks.
  • Workflow automation: Dataiku automates data pipelines, from preparation to modeling, right through to model deployment, optimizing operational processes.
Cons

Dataiku disadvantages

  • Complexity for large-scale projects: Some companies find that managing very large or complex data analysis projects can become difficult as the number of data pipelines and models increases.
  • Cost: Price can be a limiting factor for small businesses or startups, although Dataiku offers a free version, more advanced enterprise options can represent a significant investment.
  • Learning curve: Although Dataiku is designed to be accessible, new users, especially those with no background in data analysis, may need time to fully master all its features.
  • Ecosystem dependency: To get the most out of Dataiku, it may be necessary to integrate other tools or platforms, which implies a certain dependency on the company's technological ecosystem.

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Discover the best alternative to Dataiku

Reason 1

A unified Data path

  • Like Dataiku, Cleyrop has a project-centric approach to data. In other words, all data-related work is organized in the form of a collaborative project, bringing together all the profiles needed to make the most of your data.
  • Cleyrop is a data lakehouse, meaning that the solution also enables you to store all your data, both structured and unstructured, and organize it to build a real data heritage for your organization.
  • Unlike Dataiku, which requires integration with other solutions, the Cleyrop solution gives you everything you need in a single access point.
Reason 2

The sovereign alternative to Dataiku

  • Cleyrop is deployed on trusted infrastructures, notably SecNumCloud, to guarantee the highest standards of data security and confidentiality.
  • You have the option of choosing to host your data on European infrastructures, guaranteeing total immunity to extraterritorial laws (Cloud Act, FISA...).
  • Cleyrop is a committed player in the French & European data ecosystem. A member of "BPI les excellences BPI" and winner of French Tech 2030, Cleyrop is a trusted partner of French public institutions (Atout France, Ministry of the Army, IRSN...).
Reason 3

A team that listens to you and adapts to your needs

  • Cleyrop offers you a high level of SLA and a support team at your disposal to help you develop your data & AI use cases from day one.
  • With Cleyrop, you're not just a customer number. We offer you the opportunity to be part of the customer advisory board, a program enabling you to guide the roadmap and development of new Cleyrop features.
  • Our support teams are based in France and have a high level of training in data-related subjects, to help you meet your challenges and develop your first use cases.

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