Link copied to clipboard # BigML vs DataRobot Comparison - What are their main differences? Share [ Export ](/compare/bigml/datarobot/export.csv) BigMLDataRobot[+ Add Product](#) Pricing **BigML** **$1,000.00** per\_feature Per Month · Basic **DataRobot** No pricing available **Pricing Insights** from reviews Time to Implement **BigML** 2 months Based on 20 responses **DataRobot** 2 months Based on 9 responses Return on Investment **BigML** 4 months5 months sooner Based on 20 responses **DataRobot** 9 months Based on 5 responses Perceived Cost **BigML** $$$$$ **DataRobot** $$$$$ Average Discount **BigML** 5% **DataRobot** 23%18% more ![BigML](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_9b8edf3ecccd2af2fa65bec1b033698c/bigml.png "BigML") ![DataRobot](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_4392df8f60987b58908bcb30c16818bc/datarobot.jpeg "DataRobot") 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 **BigML** Not enough data **DataRobot** Not enough data Integrations **BigML** Not enough data **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) Screenshots **BigML** ![BigML screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/30251/BigML_screenshot1.png) **DataRobot** No screenshot available **Ratings** from reviews Meets Requirements **BigML** 9.2 9.224 **DataRobot** 8.8 8.845 Ease of Use **BigML** 9.0 9.024 **DataRobot** 8.5 8.547 Ease of Setup **BigML** 9.2 9.222 **DataRobot** 8.0 8.034 Ease of Admin **BigML** 9.3 9.322 **DataRobot** 7.8 7.818 Quality of Support **BigML** 9.5 9.522 **DataRobot** 8.2 8.244 Has the product been a good partner in doing business? **BigML** 9.1 9.122 **DataRobot** 8.4 8.418 Product Direction (% positive) **BigML** 9.5 9.524 **DataRobot** 8.6 8.643 **Features** ratings from reviews Data Science and Machine Learning Platforms Not enough data 9.1 28 Predictive Analytics Not enough data 9.0 9 User Insights **Reviewers' Company Size** Small-Business(50 or fewer emp.) 87.5% Mid-Market(51-1000 emp.) 8.3% Enterprise(\> 1000 emp.) 4.2% Small-Business(50 or fewer emp.) 87.5% Mid-Market(51-1000 emp.) 8.3% Enterprise(\> 1000 emp.) 4.2% 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% **Reviewers' Industry** [![BigML](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_9b8edf3ecccd2af2fa65bec1b033698c/bigml.png "BigML")](https://www.g2.com/products/bigml/reviews) BigML Computer Software 83.3% Management Consulting 4.2% International Trade and Development 4.2% Electrical/Electronic Manufacturing 4.2% Alternative Dispute Resolution 4.2% Other 0.0% [![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% Alternatives **BigML Alternatives** ![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) ![Dataiku](https://images.g2crowd.com/uploads/product/hd_favicon/3fe6cc82516a2babaa3dfd8f9dfcc4b3/dataiku.svg "Dataiku") [ Dataiku ](/products/dataiku/reviews) ![Alteryx](https://images.g2crowd.com/uploads/product/hd_favicon/5200f776b24b5976b8f7d151d1d2e8fd/alteryx.svg "Alteryx") [ Alteryx ](/products/alteryx/reviews) ![Tableau](https://images.g2crowd.com/uploads/product/hd_favicon/335fbdd506ce66a7f19326fbc586410a/tableau-software-tableau.svg "Tableau") [ Tableau ](/products/tableau/reviews) **DataRobot Alternatives** ![Alteryx](https://images.g2crowd.com/uploads/product/hd_favicon/5200f776b24b5976b8f7d151d1d2e8fd/alteryx.svg "Alteryx") [ Alteryx ](/products/alteryx/reviews) ![Dataiku](https://images.g2crowd.com/uploads/product/hd_favicon/3fe6cc82516a2babaa3dfd8f9dfcc4b3/dataiku.svg "Dataiku") [ Dataiku ](/products/dataiku/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) ## BigML vs DataRobot FAQs Generated using AI Last updated: August 16, 2026 ### What is the difference between BigML vs DataRobot? BigML stands out for its higher G2 rating and ease of setup, while DataRobot is recognized for its comprehensive end-to-end AI workflow. | [BigML](https://www.g2.com/products/bigml/reviews) | [DataRobot](https://www.g2.com/products/datarobot/reviews) | | --- | --- | | 4.7/5 (24 reviews) | 4.4/5 (33 reviews) | | Small-Business | Small-Business | | 9.2 | 7.3 | | 9.5 | 8.1 | | Dynamic work models and easy API-based deployment | Automated end-to-end AI workflow and strong AutoML capabilities | ### How do the pricing models of BigML and DataRobot compare? BigML is rated higher for value, with reviewers expressing greater satisfaction with its pricing compared to DataRobot. - **BigML:** Reviewers note that while BigML is not free, it is considered a cost-effective solution for deploying machine learning models, especially compared to open-source alternatives. - **DataRobot:** In recent reviews, many reviewers describe DataRobot as a premium-priced platform, with licensing costs that can be restrictive for smaller teams or startups. - **Switching reasons:** Reviewers cite DataRobot's higher cost as a reason for considering alternatives, particularly for small businesses and startups. ### What are the best alternatives to BigML and DataRobot? The top three alternatives to BigML and DataRobot are Alteryx, Altair AI Studio, and Dataiku. | Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength | | --- | --- | --- | --- | --- | | [BigML](https://www.g2.com/products/bigml/reviews) | 4.7/5 (24) | Small-Business | Reviewers consider it cost-effective for ML deployment | Dynamic work models and easy API-based deployment | | [DataRobot](https://www.g2.com/products/datarobot/reviews) | 4.4/5 (33) | Small-Business | Premium-priced, restrictive for smaller teams | Automated end-to-end AI workflow and strong AutoML capabilities | | [Alteryx](https://www.g2.com/products/alteryx/reviews) | 4.6/5 (894) | Enterprise | — | — | | [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) | 4.6/5 (533) | Small-Business | — | — | | [Dataiku](https://www.g2.com/products/dataiku/reviews) | 4.4/5 (224) | Enterprise | — | — | ### Which Data Science and Machine Learning Platforms features should I prioritize when comparing BigML and DataRobot? Buyers should prioritize ease of setup, quality of support, ease of use, meets requirements, and ease of admin when comparing BigML and DataRobot. - **Ease of Setup:** BigML scores 9.2, DataRobot 7.3. - **Quality of Support:** BigML scores 9.5, DataRobot 8.1. - **Ease of Use:** BigML scores 9.0, DataRobot 8.3. - **Meets Requirements:** BigML scores 9.2, DataRobot 8.9. - **Ease of Admin:** BigML scores 9.3, DataRobot 7.5. ### What are the pros and cons of BigML vs DataRobot? BigML's headline strength is its ease of setup and support, while DataRobot excels in automating the end-to-end AI workflow. - **BigML strengths:** High ease of setup, strong quality of support, dynamic work models, easy API-based deployment, and broad support for ML algorithms and data formats. - **BigML trade-offs:** Requires an internet connection for all operations, limited perks in the free tier, and lacks offline support. - **DataRobot strengths:** Comprehensive automated machine learning, end-to-end workflow coverage, strong AutoML and MLOps tools, and intuitive interface for non-experts. - **DataRobot trade-offs:** Premium pricing, restrictive licensing for small teams, learning curve for advanced features, and interface can feel dense or overwhelming for new users. ### Is BigML or DataRobot better for small businesses? BigML is the better fit for small businesses, as both its largest reviewer segment and reviewer sentiment highlight its accessibility and value for smaller teams. - **BigML:** Largest segment is Small-Business; reviewers consistently cite ease of use, cost-effectiveness, and suitability for small teams. - **DataRobot:** Largest segment is Small-Business; reviewers note that while it is accessible, its premium pricing and licensing structure can be restrictive for smaller organizations. ### Which Data Science and Machine Learning Platforms platform has better integrations? Reviewer sentiment does not favor either BigML or DataRobot for integrations, as no recent reviews cite specific integration strengths for either product. - **BigML:** No recent reviewer-cited integrations. - **DataRobot:** No recent reviewer-cited integrations. ### How do BigML and DataRobot compare on customer support? BigML leads DataRobot on Quality of Support by a material margin of 1.4 points (9.5 vs 8.1). - **BigML:** Reviewers consistently praise responsive and effective customer support, with many noting issues are resolved within a day or two. - **DataRobot:** Reviewers describe support as generally positive, though some mention a desire for more documentation and faster response times for complex issues. ### Which is easier to implement, BigML or DataRobot? BigML is easier to implement than DataRobot, with a 1.9-point advantage in Ease of Setup (9.2 vs 7.3). - **BigML:** Reviewers highlight simple setup, easy API integration, and quick onboarding, especially for those familiar with machine learning concepts. - **DataRobot:** Reviewers note that initial setup is straightforward, but the platform's extensive features can create a learning curve, especially for new users or those managing complex projects.