Link copied to clipboard # DataRobot vs Dataiku Comparison - What are their main differences? Share [ Export ](/compare/datarobot/dataiku/export.csv) DataRobotDataiku[+ Add Product](#) Pricing **DataRobot** No pricing available **Dataiku** Free Trial No pricing available **Pricing Insights** from reviews Perceived Cost **DataRobot** $$$$$ **Dataiku** $$$$$ Average Discount **DataRobot** 23%13% more **Dataiku** 10% Uncover valuable pricing insights from real user feedback to improve your shopping experience. See it for free Time to Implement **DataRobot** 6 months Based on 100 responses **Dataiku** 6 months Based on 100 responses Return on Investment **DataRobot** 6 months Based on 100 responses **Dataiku** 6 months Based on 100 responses ![DataRobot](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_4392df8f60987b58908bcb30c16818bc/datarobot.jpeg "DataRobot") ![Dataiku](https://images.g2crowd.com/uploads/product/hd_favicon/3fe6cc82516a2babaa3dfd8f9dfcc4b3/dataiku.svg "Dataiku") G2 offers free advice on this comparison. Chat with an expert How would you like to receive Software Advice? ![](/assets/advisor_router/laptop_form-f1a7012279826105416befde8d882ffc7589b1f9db09c93a1379d601cafe8e0d.svg) FormAnswer questions at your own pace, no call required. ![](/assets/advisor_router/ai_agent-4d78629a3ba354fed449a65c60df3a6f2eda90fb98411b711df4b25d7be52a38.svg) AI AgentChat live and get a recommendation in minutes. ![](/assets/advisor_router/phone_call_picker-c48821ec36f4182d8ee3e54cfbd3937500eec54d7b7e0cfb80dc80a8a733842f.svg) Phone CallTalk it through live with a software advisor. **Pros & Cons** from reviews **DataRobot** Not enough data **Dataiku** [ Ease of Use (82) ](https://www.g2.com/products/dataiku/reviews?filters%5Bsentiment_snippet%5D=1516831&qs=pros-and-cons#reviews)[ Features (82) ](https://www.g2.com/products/dataiku/reviews?filters%5Bsentiment_snippet%5D=1516090&qs=pros-and-cons#reviews)[ Learning Curve (45) ](https://www.g2.com/products/dataiku/reviews?filters%5Bsentiment_snippet%5D=1517069&qs=pros-and-cons#reviews)[ Steep Learning Curve (26) ](https://www.g2.com/products/dataiku/reviews?filters%5Bsentiment_snippet%5D=1515723&qs=pros-and-cons#reviews) Integrations **DataRobot** [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_23b1d118a99a22de6b85d41a339c3eb0/arrcus-hybrid-cloud.png "Product Avatar Image") Arrcus Hybrid Cloud ](https://www.g2.com/products/arrcus-hybrid-cloud/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_83be642eb0b12452aea5f57b6d2a02d5/mlflow-mlflow.png "Product Avatar Image") MLflow ](https://www.g2.com/products/mlflow-mlflow/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_579a29f62e488adb338feedadc07ae70/python.png "Product Avatar Image") Python ](https://www.g2.com/products/python/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_5b5a2e4dccaf7e9d1ab3916548ef882c/rest.png "Product Avatar Image") REST ](https://www.g2.com/products/rest/reviews)[ View all ](https://www.g2.com/products/datarobot/integrations) **Dataiku** [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_7c8d43b5b00c44acc1a3d106c9a36f4c/alation.png "Product Avatar Image") Alation ](https://www.g2.com/products/alation/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_a24662f01359618d7dff76f71598ff5c/alteryx-alteryx-designer-cloud.jpg "Product Avatar Image") Alteryx Designer Cloud ](https://www.g2.com/products/alteryx-alteryx-designer-cloud/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_cacdec8b8edeace9b3c89e0c2cded695/amazon-s3-glacier.jpg "Product Avatar Image") Amazon S3 Glacier ](https://www.g2.com/products/amazon-s3-glacier/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_a697fff464fa3e9e9509f963fc269fe1/anthropic-sdk.png "Product Avatar Image") Anthropic SDK ](https://www.g2.com/products/anthropic-sdk/reviews)[ View all ](https://www.g2.com/products/dataiku/integrations) **Ratings** from reviews Meets Requirements **DataRobot** **8.8** /10 Based on 45 responses **Dataiku** **8.7** /10 Based on 200 responses Ease of Use **DataRobot** **8.5** /10 Based on 47 responses **Dataiku** **8.6** /10 Based on 235 responses Ease of Setup **DataRobot** **8.0** /10 Based on 34 responses **Dataiku** **8.1** /10 Based on 161 responses Ease of Admin **DataRobot** **7.8** /10 Based on 18 responses **Dataiku** **7.9** /10 Based on 66 responses Quality of Support **DataRobot** **8.2** /10 Based on 44 responses **Dataiku** **8.5** /10 Based on 215 responses Has the product been a good partner in doing business? **DataRobot** **8.4** /10 Based on 18 responses **Dataiku** **8.6** /10 Based on 65 responses Product Direction (% positive) **DataRobot** **8.6** /10 Based on 43 responses **Dataiku** **9.0** /10 Based on 190 responses **Features** ratings from reviews Data Science and Machine Learning Platforms **9.1** /10 Based on 28 responses **8.2** /10 Based on 96 responses Predictive Analytics **9.0** /10 Based on 9 responses **8.3** /10 Based on 41 responses Analytics Platforms Not enough data **8.1** /10 Based on 109 responses MLOps Platforms Not enough data **8.5** /10 Based on 18 responses AI Agents For Business Operations Not enough data **9.0** /10 Based on 21 responses Generative AI Infrastructure Not enough data **7.4** /10 Based on 41 responses Machine Learning Not enough data **8.2** /10 Based on 30 responses Large Language Model Operationalization (LLMOps) Not enough data **7.8** /10 Based on 13 responses AI Agent Builders Not enough data **8.7** /10 Based on 19 responses AI Orchestration Not enough data **9.0** /10 Based on 11 responses Big Data Analytics Not enough data **8.7** /10 Based on 51 responses Big Data Not enough data **8.7** /10 Based on 98 responses User Insights **Reviewers' Company Size** Small-Business(50 or fewer emp.) 43.1% Mid-Market(51-1000 emp.) 33.3% Enterprise(\> 1000 emp.) 23.5% Small-Business(50 or fewer emp.) 43.1% Mid-Market(51-1000 emp.) 33.3% Enterprise(\> 1000 emp.) 23.5% Small-Business(50 or fewer emp.) 19.4% Mid-Market(51-1000 emp.) 20.6% Enterprise(\> 1000 emp.) 60.1% Small-Business(50 or fewer emp.) 19.4% Mid-Market(51-1000 emp.) 20.6% Enterprise(\> 1000 emp.) 60.1% **Reviewers' Industry** [![DataRobot](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_4392df8f60987b58908bcb30c16818bc/datarobot.jpeg "DataRobot")](https://www.g2.com/products/datarobot/reviews) DataRobot Computer Software 18.8% Information Technology and Services 16.7% Financial Services 10.4% Accounting 4.2% Education Management 4.2% Other 45.8% [![Dataiku](https://images.g2crowd.com/uploads/product/hd_favicon/3fe6cc82516a2babaa3dfd8f9dfcc4b3/dataiku.svg "Dataiku")](https://www.g2.com/products/dataiku/reviews) Dataiku Financial Services 15.6% Pharmaceuticals 9.1% Airlines/Aviation 6.6% Manufacturing 5.8% Banking 5.8% Other 57.2% Alternatives **DataRobot Alternatives** ![Alteryx](https://images.g2crowd.com/uploads/product/hd_favicon/5200f776b24b5976b8f7d151d1d2e8fd/alteryx.svg "Alteryx") [ Alteryx ](/products/alteryx/reviews) ![Intelligence Center X AI Studio](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_3f9c0906fd6d9b7d077d88bc63dfc5f1/intelligence-center-x-ai-studio.png "Intelligence Center X AI Studio") [ Intelligence Center X AI Studio ](/products/intelligence-center-x-ai-studio/reviews) ![Azure Machine Learning](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_f176b4154a751d10150daa67a57b7dc5/azure-machine-learning-studio.jpg "Azure Machine Learning") [ Azure Machine Learning Studio ](/products/microsoft-azure-machine-learning/reviews) ![Gemini platform](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_4dd8c3d8b249576df722c91920b11d18/gemini-platform.png "Gemini platform") [ Gemini platform ](/products/gemini-platform/reviews) **Dataiku Alternatives** ![Gemini platform](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_4dd8c3d8b249576df722c91920b11d18/gemini-platform.png "Gemini platform") [ Gemini platform ](/products/gemini-platform/reviews) ![Alteryx](https://images.g2crowd.com/uploads/product/hd_favicon/5200f776b24b5976b8f7d151d1d2e8fd/alteryx.svg "Alteryx") [ Alteryx ](/products/alteryx/reviews) ![Intelligence Center X AI Studio](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_3f9c0906fd6d9b7d077d88bc63dfc5f1/intelligence-center-x-ai-studio.png "Intelligence Center X AI Studio") [ Intelligence Center X AI Studio ](/products/intelligence-center-x-ai-studio/reviews) ![KNIME](https://images.g2crowd.com/uploads/product/hd_favicon/8a540cdf83a0e7e7937efe634c6ab64f/knime-analytics-platform.svg "KNIME") [ KNIME ](/products/knime-analytics-platform/reviews) ## DataRobot vs Dataiku FAQs Generated using AI Last updated: August 14, 2026 ### What is the difference between Dataiku vs DataRobot? Dataiku and DataRobot are both highly rated Generative AI Infrastructure platforms, but Dataiku is favored for its ease of use and collaboration, while DataRobot is noted for meeting requirements and automating the AI workflow. | [Dataiku](https://www.g2.com/products/dataiku/reviews) | [DataRobot](https://www.g2.com/products/datarobot/reviews) | | --- | --- | | 4.4/5 (224 reviews) | 4.4/5 (33 reviews) | | Enterprise | Small-Business | | 8.1 | 7.3 | | 8.5 | 8.1 | | Collaboration and ease of use (79 all-time mentions) | Automated AI workflow and meeting requirements | ### How do the pricing models of Dataiku and DataRobot compare? Dataiku is rated higher for price satisfaction, with reviewers citing its competitive and fixed license pricing, while DataRobot is frequently described as a premium-priced platform with restrictive licensing for smaller teams. - **Dataiku:** Reviewers describe Dataiku's pricing as competitive and appreciate its fixed license model, though some note it can be expensive for small organizations. - **DataRobot:** Many reviewers cite DataRobot as a premium platform, with licensing costs that add up quickly and are restrictive for smaller teams or projects. - **Switching reasons:** Several reviewers mention switching to Dataiku from Alteryx for better value and workflow automation. ### What are the best alternatives to Dataiku and DataRobot? The top three alternatives to Dataiku and DataRobot are Alteryx, Gemini Enterprise Agent Platform, and Altair AI Studio. | Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength | | --- | --- | --- | --- | --- | | [Dataiku](https://www.g2.com/products/dataiku/reviews) | 4.4/5 (224 reviews) | Enterprise | Competitive, fixed license pricing; can be expensive for small orgs | Collaboration and ease of use (79 all-time mentions) | | [DataRobot](https://www.g2.com/products/datarobot/reviews) | 4.4/5 (33 reviews) | Small-Business | Premium pricing, restrictive for small teams | Automated AI workflow and meeting requirements | | [Alteryx](https://www.g2.com/products/alteryx/reviews) | 4.6/5 (894 reviews) | Enterprise | — | Advanced analytics and automation | | [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) | 4.3/5 (745 reviews) | Small-Business | — | Agent-based automation | | [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) | 4.6/5 (533 reviews) | Small-Business | — | Visual workflow and data science flexibility | ### Which Generative AI Infrastructure features should I prioritize when comparing Dataiku and DataRobot? Buyers should prioritize collaboration, ease of use, integrations, automation, and AI capabilities when comparing Dataiku and DataRobot. - **Collaboration:** Dataiku has 40 all-time mentions for collaboration, with reviewers highlighting strong project sharing and teamwork features. - **Ease of Use:** Dataiku scores 8.7, DataRobot 8.3 on Ease of Use; Dataiku has 79 all-time mentions for ease of use. - **Integrations:** Dataiku has 43 all-time mentions for easy integrations, with frequent references to Python, Snowflake, and Databricks. - **Automation:** Dataiku has 31 all-time mentions for automation; DataRobot is praised for automating the AI workflow and model deployment. - **AI Capabilities:** Dataiku has 37 all-time mentions for AI capabilities, while DataRobot is noted for automated machine learning and model monitoring. ### What are the pros and cons of Dataiku vs DataRobot? Dataiku's headline strength is collaboration and ease of use, while DataRobot excels in automating the AI workflow and meeting requirements. - **Dataiku strengths:** Collaboration (40 all-time mentions), ease of use (79), integrations (43), productivity improvement (41), and automation (31). - **Dataiku trade-offs:** Learning curve (43), complexity for large projects, and higher cost for small organizations. - **DataRobot strengths:** Automated AI workflow, strong AutoML capabilities, model governance, and meeting requirements (8.9 score). - **DataRobot trade-offs:** Premium pricing, restrictive licensing for small teams, and a denser interface that can be overwhelming for new users. ### Is Dataiku or DataRobot better for small businesses? DataRobot is a better fit for small businesses, as its largest reviewer segment is Small-Business and reviewers highlight its accessibility for non-experts. - **Dataiku:** Largest segment is Enterprise; reviewers note its value for larger teams but mention higher costs and complexity for smaller organizations. - **DataRobot:** Largest segment is Small-Business; reviewers appreciate its ability to enable non-data scientists to build models and its faster time to value for smaller teams. ### Which Generative AI Infrastructure platform has better integrations? Dataiku is favored for integrations, with reviewers citing a broader range of supported tools and higher mention counts. - **Dataiku:** Python (29 all-time mentions), Snowflake, and Databricks are frequently cited as integrated tools, with 43 all-time mentions for easy integrations. - **DataRobot:** Reviewers mention integration with data warehouses and support for multiple notebook sizes, but no specific third-party tools reach the publish threshold. ### How do Dataiku and DataRobot compare on customer support? Dataiku and DataRobot are rated closely on Quality of Support, with Dataiku at 8.5 and DataRobot at 8.1, a difference below the materiality threshold, indicating parity. - **Dataiku:** Reviewers consistently praise responsive support, helpful consulting services, and strong onboarding assistance. - **DataRobot:** Reviewers describe support as good, with positive experiences in onboarding and troubleshooting, though some note a desire for more documentation and self-service resources. ### Which is easier to implement, Dataiku or DataRobot? Dataiku leads on Ease of Setup with a score of 8.1 versus DataRobot's 7.3, a difference of 0.8 points, indicating Dataiku is easier to implement. - **Dataiku:** Reviewers highlight straightforward setup, quick onboarding, and easy integration with authentication systems and data sources. - **DataRobot:** Reviewers describe setup as generally easy, especially with SaaS deployment, but note a steeper learning curve for advanced features and resource configuration. ### Which product has better Collaboration? Dataiku is the stronger platform for collaboration, with higher reviewer scores and more frequent mentions of collaborative features. - **Dataiku:** Collaboration has 40 all-time mentions, and reviewers highlight strong project sharing, version control, and teamwork features. - **DataRobot:** Reviewers note collaboration tools and explainability features, but collaboration is not a top recurring theme in the data.