--- title: DataRobot Reviews meta\_title: 'DataRobot Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 32 reviews by the users' company size, role or industry to find out how DataRobot works for a business like yours. aggregate\_rating: rating\_value: 4.4 review\_count: 32 scale: '5' date\_modified: '2026-08-09' parent\_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence --- # DataRobot Reviews & Product Details Claimed ###### Profile Status This profile is currently managed by DataRobot but has limited features. Are you part of the DataRobot team? [Upgrade your plan](https://sell.g2.com) to enhance your branding and engage with visitors to your profile! DataRobot’s enterprise AI platform democratizes data science with end-to-end automation for building, deploying, and managing machine learning models. This platform maximizes business value by delivering AI at scale and continuously optimizing performance over time. The company’s proven combination of cutting edge software and world-class AI implementation, training, and support services, empowers any organization – regardless of size, industry, or resources – to drive better business outcomes with AI. * * * Seller [DataRobot](https://www.g2.com/sellers/datarobot) Discussions [DataRobot Community](https://www.g2.com/products/datarobot/discuss) Languages Supported English, French, Japanese Solution Type All-in-One Overview by Libby Botsford Show More ## Value at a Glance Averages based on real user reviews. ### Perceived Cost $$$$$ [ View More Pricing Information ](https://www.g2.com/products/datarobot/pricing) ## Top-Rated Alternatives [ ![Alteryx](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Alteryx") Alteryx 4.6/5(893) ](https://www.g2.com/products/alteryx/reviews) [ ![Dataiku](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Dataiku") Dataiku 4.4/5(224) ](https://www.g2.com/products/dataiku/reviews) [ ![Altair AI Studio](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Altair AI Studio") Altair AI Studio 4.6/5(532) ](https://www.g2.com/products/rapidminer-studio/reviews) [ View All Alternatives ](https://www.g2.com/products/datarobot/competitors/alternatives) ## User Insights Average based on 32 real user reviews. Perceived Cost $$$$$ [Log in to unlock pricing and user insights](/login) ![Atharva S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Atharva S.") AS Atharva S. SRE Mid-Market (51-1000 emp.) 8/4/2026 "DataRobot Streamlines the Full ML Lifecycle with Intuitive AutoML and Governance" 4.5/5 What do you like best about DataRobot? What I like best about DataRobot is how it simplifies the end-to-end machine learning lifecycle, from data preparation and model development to deployment and monitoring. The platform's intuitive interface, strong AutoML capabilities, and built-in model governance make it easy to build and manage predictive models without excessive manual effort. I also appreciate its explainability features, collaboration tools, and seamless integration with existing data ecosystems. Overall, DataRobot accelerates AI development, improves model reliability, and enables teams to deliver machine learning solutions faster while maintaining transparency and operational efficiency. Review collected by and hosted on G2.com. What do you dislike about DataRobot? One area where DataRobot could improve is offering more flexibility for advanced users who want deeper control over model configuration and customization beyond the automated workflows. While the platform is powerful and easy to use, some enterprise features have a learning curve, and navigating complex projects can occasionally feel overwhelming. I'd also like to see richer visualization options, broader integrations with additional open-source tools, and more granular cost and resource monitoring. Overall, the experience has been very positive, but enhanced customization, expanded integrations, and improved observability would make DataRobot even more valuable for organizations deploying machine learning at scale. Review collected by and hosted on G2.com. What problems is DataRobot solving and how is that benefiting you? DataRobot solves the challenge of building, deploying, and managing machine learning models by automating much of the data science workflow, including data preparation, model selection, feature engineering, evaluation, deployment, and monitoring. Instead of spending significant time on repetitive manual processes, teams can quickly develop accurate predictive models while maintaining governance, explainability, and operational oversight. This has accelerated model development, improved collaboration between technical and business teams, reduced time to production, and enabled faster, data-driven decision-making with reliable and scalable AI solutions. Review collected by and hosted on G2.com. Show More Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise.G2 IconCurrent UserValidated ReviewerIncentivizedSource: G2 invite ![Brauny N.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Brauny N.") BN Brauny N. Site Reliability Analyst Enterprise (\> 1000 emp.) 7/28/2026 "Empowers Non-Data Scientists to Build Solid Models" 5/5 What do you like best about DataRobot? One nice thing is that people who aren’t full-on data scientists can still build decent models, so it doesn’t all get bottlenecked on a single team. Review collected by and hosted on G2.com. What do you dislike about DataRobot? Honestly, the price is the biggest issue for me. It’s a premium platform, and the licensing costs add up quickly, which makes it a tough sell for smaller teams or smaller projects. Review collected by and hosted on G2.com. What problems is DataRobot solving and how is that benefiting you? It mainly solves the classic “we have data, but turning it into working models takes forever” problem. Before, building, tuning, and comparing models was slow and required serious data science muscle. DataRobot automates most of that, so we can go from a dataset to a solid model in a fraction of the time. The biggest benefits are speed and reach. We can ship predictions faster, and people who aren’t hardcore data scientists can still build usable models, which means we’re not bottlenecked by one small team. Once models are live, the monitoring helps catch drift and accuracy drops, so we’re not flying blind in production and we know when it’s time to retrain. Net effect: faster time to value on ML projects and more consistent models, without having to grow a huge data science team. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Financial Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Financial Services") UF Verified User in Financial Services Mid-Market (51-1000 emp.) 5/5/2026 "Fast, Insightful Automated Modeling with DataRobot" 4.5/5 What do you like best about DataRobot? I really like how quickly I can get useful information out of DataRobot. I can upload my data and start seeing results almost right away, which saves me a ton of time. The automated modeling is a big help because it tries different approaches for me instead of requiring everything to be done manually. I also appreciate that I can still understand what’s driving the predictions, so it doesn’t feel like a black box. Review collected by and hosted on G2.com. What do you dislike about DataRobot? One downside is that it can feel a bit overwhelming at first. There’s a lot happening in the UI, and it isn’t always clear where to click or what to focus on, especially for new users. A more streamlined layout or a guided experience would make it easier to get started. Performance can be another challenge. Some processes take a while, particularly with larger datasets. which can slow everything down and interrupt the workflow. Overall, simplifying the interface, adding more transparency in certain areas, and improving speed would make a big difference. Review collected by and hosted on G2.com. What problems is DataRobot solving and how is that benefiting you? DataRobot addresses how slow and complicated it can be to build and use machine learning models. For me, the biggest benefit is speed. I can go from raw data to something usable pretty quickly, rather than spending a lot of time testing things manually. It also makes it easier to get results without needing deep expertise, which helps me move forward with more confidence. Review collected by and hosted on G2.com. Show More 5/7/2026 Current UserValidated ReviewerIncentivizedSource: G2 invite ![Verified User in Computer Software](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Software") GC Verified User in Computer Software Mid-Market (51-1000 emp.) 7/16/2026 "Streamlined AutoML with Quick Deployment" 4.5/5 What do you like best about DataRobot? I love using DataRobot because of the automated leaderboard, which is incredible for training and comparing dozens of different models side-by-side with just a single click. The built-in feature impact tools are also fantastic, making it super easy to explain our model's predictions to business stakeholders. I find that the leaderboard saves us weeks of manual coding and hyperparameter tuning by running dozens of algorithms in parallel. The feature impact charts visually break down what drives our predictions, which helps us build instant trust with business partners. Our setup was incredibly fast with their SaaS deployment, allowing us to connect to our data warehouses and run our first models on day one. Review collected by and hosted on G2.com. What do you dislike about DataRobot? I find the interface can sometimes feel overly dense and cluttered, which makes it tough for new users like me to figure out exactly where to click when navigating the platform. Additionally, I feel that DataRobot's enterprise-heavy licensing structure is quite restrictive, making it cost-prohibitive for smaller teams or startups looking to experiment with AutoML. Review collected by and hosted on G2.com. What problems is DataRobot solving and how is that benefiting you? I use DataRobot to quickly build, deploy, and monitor predictive models, cutting weeks of manual coding. It eliminates bottlenecks in model building and auto-alerts us to prediction drifts, speeding up our workflow and reducing maintenance stress. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Accounting](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Accounting") CA Verified User in Accounting Small-Business (50 or fewer emp.) 7/29/2026 "Automated ML Made Easy for Fast Model Building and Deployment" 4.5/5 What do you like best about DataRobot? What I like best about DataRobot is its automated machine learning capabilities, which make it easy to build, deploy, and manage predictive models quickly without needing deep technical expertise. Review collected by and hosted on G2.com. What do you dislike about DataRobot? What I dislike about DataRobot is that it can be quite expensive and may feel less flexible for highly customized modeling compared to open-source solutions. Review collected by and hosted on G2.com. What problems is DataRobot solving and how is that benefiting you? DataRobot solves the problem of complex and time-consuming model development by automating machine learning workflows, benefiting me with faster model deployment, reduced need for specialized expertise, and quicker data-driven decisions. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Computer Software](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Computer Software") UC Verified User in Computer Software Mid-Market (51-1000 emp.) 5/26/2026 "Incredible tool for quick raw data to insights" 5/5 What do you like best about DataRobot? The interface is pretty easy to navigate. It also makes machine learning very accessible cutting down a lot of manual work. Review collected by and hosted on G2.com. What do you dislike about DataRobot? There honestly doesn’t seem much to dislike but sometimes the number of features can feel a bit overwhelming. The learning curve takes some time. Review collected by and hosted on G2.com. What problems is DataRobot solving and how is that benefiting you? It is definitely helping the with the manual work. Instead of spending weeks in writing codes, we are able to get accurate models in a short span of time. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Shubham R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Shubham R.") SR Shubham R. Data Scientist - (Advance Data Analyst) Mid-Market (51-1000 emp.) 10/20/2023 "DataRobot review for modeling data science project" 4.5/5 What do you like best about DataRobot? It basically helps in deploying and modelling ML models. It is automated technology that helps us in data preprocessing, feature engineering choosing the best model and even hyperparameter tuning. It is time-saving and can handle large data. and always choose best model for our project. Review collected by and hosted on G2.com. What do you dislike about DataRobot? it is costly and not as good as IBM Watson. Sometime it does not gives us the best model and we have to choose ourselves and also customization are limited Review collected by and hosted on G2.com. What problems is DataRobot solving and how is that benefiting you? Time saving in choosing the best model and data pre-processing. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic NT Nikolaos T. Senior Manager, Data Science 1/18/2022 "Customer Lifetime Value Predictions" 4.5/5 What do you like best about DataRobot? Automated feature engineering, multiple algorithms trained, automated comparisons Review collected by and hosted on G2.com. What do you dislike about DataRobot? Limited applications in probabilistic and neural network applications for Customer Lifetime Value prediction Review collected by and hosted on G2.com. What problems is DataRobot solving and how is that benefiting you? Forecasting and automated outputs Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Verified User in Financial Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Financial Services") UF Verified User in Financial Services Mid-Market (51-1000 emp.) 1/28/2020 Business partner of the seller or seller's competitor, not included in G2 scores. "Algorithmia - Eliminating the dependency on dev ops" 4.5/5 What do you like best about DataRobot? Algorithmia has really put the power back in the hands of our data scientists and R&D developers. One of the key bottlenecks our organization faced was pushing code from dev into production, due to the time spent containerizing our code and the skillset required to do so. Especially in situations when we are constantly iterating and publishing new versions, the ability to containerize without support from dev ops is extremely powerful. Review collected by and hosted on G2.com. What do you dislike about DataRobot? Two of the main areas for improvement would be parity with Azure repos and more business-focused reporting of platform consumption. We have stakeholders in both technical and business areas, and struggle to communicate this across teams. Additionally, SAS is a very popular language in our line of business, which Algorithmia does not currently support. Review collected by and hosted on G2.com. What problems is DataRobot solving and how is that benefiting you? In addition to the bottleneck from code containerization, Algorithmia has also helped our team with knowledge transfer. Our organization is a large, global company and we have had difficulty in the past with sharing code across teams. Algorithmia has become a centralized platform for our teams to work. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite on behalf of seller MB Michael B. Geschäftsführer Small-Business (50 or fewer emp.) 10/26/2019 "Also able to develop automated algorithms for energy efficiency and saving applications" 4.5/5 What do you like best about DataRobot? At Freiburger Energieoptimierung UG (www.frenop.de), DataRobot accelerated the pace of our analytics applied to energy efficiency and savings. Our team is integrated of Physicians who have a great knowledge of physical behaviors but we don’t have the time and the resources to develop a platform where we can analyze data from energy applications. DataRobot offers us automated solutions that are contributing for faster energy data analysis and also new discoveries with Machine Learning. The interface is very easy to use. Review collected by and hosted on G2.com. What do you dislike about DataRobot? DataRobot showed us that we need to have more data in order to proceed with some routines. Now we are investing more in time in finding this data in the real world so we can put it into these machine learning algorithms. Review collected by and hosted on G2.com. What problems is DataRobot solving and how is that benefiting you? It helping us with everything related to data visualization, data analytics, discovery of patterns, automation of behaviors, tracking of information, definition of different scenarios, controlling issues, performances, etc… Review collected by and hosted on G2.com. Show More 11/12/2019 Current UserValidated ReviewerIncentivizedSource: G2 invite ## Questions about DataRobot? Ask real users or explore answers from the community Get practical answers, real workflows, and honest pros and cons from the G2 community or share your insights. [ Ask about DataRobot ](https://www.g2.com/products/datarobot/discussions/new) ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") G2 Verified User • Last activity over 5 years ago Can I use external libraries with my algorithms? 1 Upvote 1 [ Join the conversation ](https://www.g2.com/discussions/can-i-use-external-libraries-with-my-algorithms) ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") G2 Verified User • Last activity over 5 years ago How much does using Algorithmia cost? 1 Upvote 1 [ Join the conversation ](https://www.g2.com/discussions/how-much-does-using-algorithmia-cost) [ View all Discussions ](https://www.g2.com/products/datarobot/discuss) ##### Pricing Pricing details for this product isn’t currently available. Visit the vendor’s website to learn more. [ View More Pricing Information ](https://www.g2.com/products/datarobot/pricing) DataRobot Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_791b528c516cc1b08151fa6da3988161/dataiku.png "Product Avatar Image") Dataiku 4.4/5(224) [ Compare Now ](https://www.g2.com/compare/datarobot-vs-dataiku) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_b3390b4cc3d92e87d570895f7358c003/amazon-sagemaker.jpg "Product Avatar Image") Amazon SageMaker 4.3/5(57) [ Compare Now ](https://www.g2.com/compare/amazon-sagemaker-vs-datarobot) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_5ce1baadf28da9a4ff7dfef94752a5f9/google-cloud-automl.jpg "Product Avatar Image") Google Cloud AutoML 4.3/5(33) [ Compare Now ](https://www.g2.com/compare/datarobot-vs-google-cloud-automl) ##### Categories on G2 [Predictive Analytics](https://www.g2.com/categories/predictive-analytics)[Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)[Low-Code Machine Learning Platforms](https://www.g2.com/categories/low-code-machine-learning-platforms) ##### Explore More [What is the top-rated translation management system for enterprises?](https://www.g2.com/discussions/what-is-the-top-rated-translation-management-system-for-enterprises)[Which image optimization platforms work best for a media-heavy news or publishing site that needs bulk processing of hundreds of images per day at consistent quality?](https://www.g2.com/discussions/which-image-optimization-platforms-work-best-for-a-media-heavy-news-or-publishing-site-that-needs-bulk-processing-of-hundreds-of-images-per-day-at-consistent-quality)[What's the best sales engagement platform for outbound teams that need a large built-in B2B contact database for consistent prospecting?](https://www.g2.com/discussions/what-s-the-best-sales-engagement-platform-for-outbound-teams-that-need-a-large-built-in-b2b-contact-database-for-consistent-prospecting) [Which engineering document management platforms offer the most scalable solution for large enterprises managing document control across multiple divisions and geographies?](https://www.g2.com/discussions/which-engineering-document-management-platforms-offer-the-most-scalable-solution-for-large-enterprises-managing-document-control-across-multiple-divisions-and-geographies)[Which managed mobility services solutions reduce costly manual process overhead for mid-market operations teams managing large device fleets?](https://www.g2.com/discussions/which-managed-mobility-services-solutions-reduce-costly-manual-process-overhead-for-mid-market-operations-teams-managing-large-device-fleets%20)[Is it better to get an internet security suite or a standalone antivirus for a gaming PC where performance matters as much as protection?](https://www.g2.com/discussions/is-it-better-to-get-an-internet-security-suite-or-a-standalone-antivirus-for-a-gaming-pc-where-performance-matters-as-much-as-protection) [Show MoreShow Less](javascript:void(0);)