Industry Analyst and Customer Recognition for Dataiku

Dataiku Recognition From Gartner®️

2025 Magic Quadrant™ for Data Science & Machine Learning Platforms

Dataiku has been named a Leader for the fourth time in the 2025 Magic Quadrant for Data Science and Machine Learning (DSML) Platforms. In addition to being named a Leader, Dataiku was recognized for “Completeness of Vision” and “Ability to Execute.”

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2025 Gartner Critical Capabilities for Data Science & ML Platforms, Core Data Science, Afraz Jaffri,Tong Zhang, Deepak Seth, Maryam Hassanlou, Yogesh Bhatt, 4 June 2025

Dataiku scored highest for the “Product Owner Use Case” in the 2025 Gartner Critical Capabilities for Data Science & ML Platforms, Core Data Science.

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2024 GartnerⓇ Peer Insights ‘Voice of the Customer’: Data Science and ML Platforms

Dataiku was named a Customers’ Choice — recognized vendors meet or exceed both the market average Overall Experience and the market average User Interest and Adoption. Dataiku also received the highest overall Rating (4.8/5 based on 288 reviews as of 30 Sep 2024), a 96% Willingness to Recommend rating, a Customers’ Choice vendor, one of only two recognized in the report.

Data Science & Machine Learning Bake-Offs

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Dataiku in The IDC ProductScape for Worldwide Generative AI Governance Platforms, 2025

With built-in guardrails at every step, flexible, model-agnostic integration, and real-time oversight without slowdowns, Dataiku delivers trusted, scalable GenAI governance.

“When it comes to the governance issues surrounding AI and generative AI, the Dataiku Platform is a comprehensive system that can be used either on-premises or in the cloud. It gives organizations the tools they need to manage AI models throughout their lifecycle, including regulatory compliance, security, and ethical considerations.”

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Dataiku Recognition From Forrester

The Total Economic Impact™️ of Dataiku

Customer interviews and financial analysis found that a composite organization experienced benefits of $23.5 million over three years and an ROI of 413% with Dataiku. Plus, 80% time savings on manual processes, reduced costs, and improved decision making on key business activities.

In addition to these quantified benefits, Dataiku is also helping customers develop Generative AI use cases. The latest Forrester research suggests Generative AI-powered applications are not built on a single large language model (LLM), but rather require different models to fulfill different tasks. Interviewees in the TEI study noted their organizations look forward to leveraging more and more of the Dataiku platform and its LLM Mesh functionality to drive efficiencies and help innovate.

The LLM Mesh will allow us to innovate in an agnostic way, which is of the essence when it comes to data security and compliance.

— Analytics & Data Science Product Owner, Pharmaceutical Company

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Other Industry Recognition

Dataiku Is a Leader and an Outperformer

2023 GigaOm Radar Report for Data Science

2022 GigaOm Radar Report for Machine Learning Operations (MLOps)

Constellation Reports

2024 Constellation ShortList™ Self-Serve Data Science & Machine Learning

Out of the many self-service data science and machine learning solutions evaluated by Constellation, Dataiku stood out as a “Solution to Know.” Dataiku enables all profiles, from analysts to data-savvy business users and data scientists, to develop and deploy ML, AI, and GenAI capabilities across the enterprise.

2023 Constellation ShortList™ Self-Service Data Science & Machine Learning

2023 Constellation ShortList™ MLOps

Dataiku was recognized as a one of the 6 top data science and machine learning companies for early adopters and one of the top 13 MLOps solutions to know.

Constellation evaluated over a dozen self-service data science and machine learning solutions in the market and found that Dataiku is one of the strongest products in terms of helping analysts, data-savvy business users, and data scientists perform advanced analytics analyses, including predictive analysis and machine learning. Constellation also found Dataiku to be a market leader in MLOps when looking at over 20 solutions in that market category.

Software Reviews

Dataiku was named as a Leader in the Machine Learning Software Data Quadrant.

Dataiku was also top rated in 4 capabilities (availability and quality of training, quality of features, usability and intuitiveness, and vendor support) and 3 features (data ingestion, data pre-processing, and feature engineering).

Gartner, Critical Capabilities for Data Science and Machine Learning Platforms, Core Data Science, Afraz Jaffri,Tong Zhang, Deepak Seth, Maryam Hassanlou, Yogesh Bhatt, 4 June 2025. Gartner, Magic Quadrant for Data Science and Machine Learning Platforms, Afraz Jaffri, Maryam Hassanlou, Tong Zhang, Deepak Seth, Yogesh Bhatt, 28 May 2025. Gartner does not endorse any vendor, product or service depicted in its research publications, and does not advise technology users to select only those vendors with the highest ratings. Gartner research publications consist of the opinions of Gartner’s research organization and should not be construed as statements of fact. Gartner disclaims all warranties, expressed or implied, with respect to this research, including any warranties of merchantability or fitness for a particular purpose. GARTNER is a registered trademark and service mark, and MAGIC QUADRANT and PEER INSIGHTS are trademarks and service marks, of Gartner, Inc. and/or its affiliates in the U.S. and internationally and are used herein with permission. All rights reserved. This graphic was published by Gartner, Inc. as part of a larger research document and should be evaluated in the context of the entire document. The Gartner document is available upon request from Dataiku. Gartner Peer Insights content consists of the opinions of individual end users based on their own experiences with the vendors listed on the platform, should not be construed as statements of fact, not do they represent the views of Gartner or its affiliates.

Constellation Research, Constellation ShortList™ Self-Service Data Science and Machine Learning, Doug Henschen (21 August 2024)

Constellation Research, Constellation ShortList™ MLOps, Andy Thurai (15 February 2023)

Arion Research LLC, Dataiku Everyday AI, Michael Fauscette (29 September 2023)

Nucleus Research, The user impact of Dataiku’s LLM Mesh, Samuel Hamway (6 October 2023, Research X176)

Nucleus Research, Hot Companies to Watch in 2024, Campbell et al. (5 December 2023)

Deep Analysis, Navigating Data Chaos with Dataiku, Alan Pelz-Sharpe (27 September 2023)

Omdia, Dataiku meshes up traditional and generative AI, Bradley Shimmin (20 October 2023)