DataRobot, Inc.

DataRobot AI Platform

Composite Score

7.8 /10

CX Score

7.9 /10

41 Reviews Write a Review

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What is DataRobot AI Platform?

The DataRobot Enterprise AI platform includes two independent but fully integrable machine learning model building products, and each can be deployed in multiple ways to match your business needs and IT requirements. All configurations feature a constantly expanding set of diverse, best-in-class algorithms from R, Python, H2O, Spark, and other sources, giving you the best set of tools for your machine learning and AI projects.

Company Details

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Awards & Recognition

DataRobot AI Platform won the following awards in the Machine Learning Platforms category

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4 Top Rated Capabilities

6 Top Rated Features

2024

8 Top Rated Capabilities

10 Top Rated Features

2023

4 Top Rated Capabilities

8 Top Rated Features

2022

DataRobot AI Platform Ratings

Real user data aggregated to summarize the product performance and customer experience.
Download the entire Product Scorecard to access more information on DataRobot AI Platform.

Product scores listed below represent current data. This may be different from data contained in reports and awards, which express data as of their publication date.

86 Likeliness to Recommend

93 Plan to Renew

2
Since last award

76 Satisfaction of Cost Relative to Value

3
Since last award

Product Experience

Negotiation and Contract

Conflict Resolution

Strategy & Innovation

Service Experience

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Emotional Footprint Overview

Product Experience:: 91%
Negotiation and Contract:: 71%
Conflict Resolution:: 86%
Strategy & Innovation:: 89%
Service Experience:: 85%

Product scores listed below represent current data. This may be different from data contained in reports and awards, which express data as of their publication date.

+85 Net Emotional Footprint

The emotional sentiment held by end users of the software based on their experience with the vendor. Responses are captured on an eight-point scale.

How much do users love DataRobot AI Platform?

0% Negative

13% Neutral

87% Positive

Pros

Helps Innovate
Respectful
Reliable
Security Protects

Feature Ratings

Average 80

Algorithm Recommendation

Model Training

Openness and Flexibility

Ensembling

Algorithm Diversity

Model Tuning

Pre-Packaged AI/ML Services

Performance and Scalability

Explainability

Data Labeling

Model Monitoring and Management

Vendor Capability Ratings

Average 79

Business Value Created

Ease of IT Administration

Quality of Features

Usability and Intuitiveness

Ease of Implementation

Breadth of Features

Availability and Quality of Training

Ease of Data Integration

Vendor Support

Product Strategy and Rate of Improvement

Ease of Customization

DataRobot AI Platform Screenshots

DataRobot AI Platform Downloads

DataRobot-for-Generative-AI-Solution-Brief

DataRobot AI Platform Videos

DataRobot AI Platform Reviews

Archana S.

Role: Information Technology
Industry: Technology
Involvement: End User of Application

Validated Review

Verified Reviewer

Submitted Feb 2022

Stability and Flexibility,data management tool.

Likeliness to Recommend

10 /10

What differentiates DataRobot AI Platform from other similar products?

What i really love about DataRobot is that from data preparation through value tracking, it equips us with enterprise-grade stability and scalability that we've always counted on. Puts machine learning models into production with just few lines of code,regardless of whether we need real-time predictions, batch deployments or scoring on Hadoop.

What is your favorite aspect of this product?

Partners with the leading automated learning where by we are able to find opportunities to apply AI,and create a culture that embraces data-driven decision making. Its easy-to-use, and has a very user-friendly Interface that is easy to customize and navigate through.

What do you dislike most about this product?

Limited applications in probabilistic and neural network applications for Customer lifetime validity in production.

What recommendations would you give to someone considering this product?

Its a phenomenal tool to work with,meanwhile halla their sales team to get live demos and get a free trial. Pressure- free sales. Great possibilities lies ahead hurry up when they last.

Pros

Helps Innovate
Continually Improving Product
Reliable
Performance Enhancing

Ben D.

Role: Information Technology
Industry: Manufacturing
Involvement: Business Leader or Manager

Validated Review

Verified Reviewer

Submitted Feb 2022

Easy to use but allows for flexibility!

Likeliness to Recommend

9 /10

What differentiates DataRobot AI Platform from other similar products?

It provides automated solutions for many parts of the ML process while allowing for quick iteration and flexibility.

What is your favorite aspect of this product?

The transparency of the models allows us to use the product for many different types of projects.

What do you dislike most about this product?

The connection between Auto ML and DataPrep can sometimes be a bit clunky.

What recommendations would you give to someone considering this product?

I would recommend having a good proof of concept project to start with so that you can show business value quickly.

Pros

Helps Innovate
Performance Enhancing
Enables Productivity
Trustworthy

Dr. Raju V.

Role: C-Level
Industry: Education
Involvement: IT Leader or Manager

Validated Review

Verified Reviewer

Submitted Feb 2022

Good, intuitive product. Improved interface.

Likeliness to Recommend

9 /10

What differentiates DataRobot AI Platform from other similar products?

Clarity of analysis. Good documentation. Easy traceability.

What is your favorite aspect of this product?

Error analysis using different error measures. Feature impact.

What do you dislike most about this product?

The dark interface is not quite to my liking (there is a white alternative now). Hot spots analysis can be made more explaianble.

What recommendations would you give to someone considering this product?

DataRobot conceals complexity and reveals insights. That's really what any business leader needs ! Go for it.

Pros

Saves Time
Caring
Respectful
Helps Innovate

Cons

Vendor's Interest First
Less Transparent

DataRobot AI Platform

What is DataRobot AI Platform?

Company Details

Need Assistance?

Awards & Recognition

DataRobot AI Platform Ratings

86 Likeliness to Recommend

93 Plan to Renew

2 Since last award

76 Satisfaction of Cost Relative to Value

3 Since last award

Emotional Footprint Overview

Emotional Footprint Overview

+85 Net Emotional Footprint

How much do users love DataRobot AI Platform?

Chart

Pros

Feature Ratings Average rating of all product features, some of which may not be shown below

Algorithm Recommendation Ability to recommend a best ML algorithm to use based on dataset characteristics.

Model Training Ability to train a model with a range of data sets that you provide.

Openness and Flexibility Integration with open-source and 3P resources (languages, frameworks, libraries, etc.)

Ensembling 'Ability to combine ML models for best results.

Algorithm Diversity Provides multiple diverse ready-to-use machine learning algorithms out-of-the-box.

Model Tuning 'Ability to fine-tune models based on monitoring feedback within the platform.

Pre-Packaged AI/ML Services Pre-trained models and associated resources, e.g., for forecasting, recommendations, image and video analysis, NLP, voice, etc.

Performance and Scalability Systems performance (time) and scalability end-to-end: from data load and processing to model creation and deployment.

Explainability Ability to explain/ visualize the model.

Data Labeling Ability to annotate/ label data to create a training data set.

Model Monitoring and Management Ability to monitor model use and performance in production, incl. identifying models for refresh and/or replacement.

Vendor Capability Ratings Average rating of all vendor capabilities, some of which may not be shown below

Business Value Created Software needs to create value for employees, customers, partners, and, ultimately, shareholders. This data expresses user satisfaction - or lack thereof - with the product's business value.

Ease of IT Administration This data indicates whether IT personnel will be able to resolve issues and perform configurations efficiently and effectively.

Quality of Features Feature quality is just as important as quantity. Use this data to determine if this product will do what you're purchasing it to do, easily, intuitively, reliably, and effectively.

Usability and Intuitiveness End user learning curves cost the organization money. Pay attention to your end users' technical ability to determine how important UX is in your purchase.

Ease of Implementation Successfully implementing new software is necessary to realize its full value and promote end user adoption. This data indicates whether or not the product is easy to implement.

Breadth of Features Users prefer feature rich software that enables them to perform diverse series of tasks. This data expresses user satisfaction with the product's breadth of features.

Availability and Quality of Training Effective and readily available training enables users to get the most out of the software you've chosen. Use this section to make sure your vendor's training programs and materials measure up.

Ease of Data Integration Use this data to determine whether the product will cause headaches or make data integration easy.

Vendor Support The importance of vendor support will vary for each organization depending on internal capabilities, but there will always be issues that only the vendor can resolve.

Product Strategy and Rate of Improvement Vendors who don't stay on top of emerging needs and trends won't enable you to meet your business goals. Use this data to separate innovators from imposters.

Ease of Customization Don't get bogged down in a difficult customization; use this data to make sure you can easily achieve the functionality you need for your particular situation.

DataRobot AI Platform Screenshots

Get Started

Notebook Experience

Bias and Fairness

Geospatial Visualization

Text Visualization

Deployments

Prediction Explanation

Decision Flow

App Builder

DataRobot AI Platform Downloads

DataRobot-for-Generative-AI-Solution-Brief

DataRobot AI Platform Videos

Democratised Data Science at OYAK Cement - The Impact of Sustainable AI solutions in Manufacturing

Empowering Kroger/84.51's Data Scientists with DataRobot

Harmoney + Snowflake + DataRobot

End-to-end Generative AI Applications with DataRobot | Develop, Deploy, Monitor and Maintain

DataRobot AI Platform Demo 2023 | End-to-end Workflow | How DataRobot Works

Freddie Mac More than Doubles Analytics Productivity with AI | MEDA Team

DataRobot AI Platform | Welcome to the Era of Value-Driven AI

DataRobot AI Platform | High-level Overview from our Chief Product Officer

DataRobot AI Platform Reviews

Archana S.

Stability and Flexibility,data management tool.

Likeliness to Recommend

Pros

Ben D.

Easy to use but allows for flexibility!

Likeliness to Recommend

Pros

Dr. Raju V.

Good, intuitive product. Improved interface.

Likeliness to Recommend

Pros

Cons

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3
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Feature Ratings

Algorithm Recommendation

Model Training

Openness and Flexibility

Ensembling

Algorithm Diversity

Model Tuning

Pre-Packaged AI/ML Services

Performance and Scalability

Explainability

Data Labeling

Model Monitoring and Management

Vendor Capability Ratings

Business Value Created

Ease of IT Administration

Quality of Features

Usability and Intuitiveness

Ease of Implementation

Breadth of Features

Availability and Quality of Training

Ease of Data Integration

Vendor Support

Product Strategy and Rate of Improvement

Ease of Customization