DataRobot, Inc.

DataRobot AI Platform

7.6 /10

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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

Latest Award, 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.

86 Likeliness to Recommend

95 Plan to Renew

1
Since last award

79 Satisfaction of Cost Relative to Value

2
Since last award

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Emotional Footprint Overview

+81 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 78

Model Training

Ensembling

Algorithm Recommendation

Performance and Scalability

Algorithm Diversity

Pre-Packaged AI/ML Services

Openness and Flexibility

Model Tuning

Explainability

Model Monitoring and Management

Data Labeling

Vendor Capability Ratings

Average 79

Usability and Intuitiveness

Quality of Features

Business Value Created

Breadth of Features

Ease of Implementation

Ease of IT Administration

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

Geoffrey M.

Role: Information Technology
Industry: Technology
Involvement: IT Leader or Manager

Validated Review

Verified Reviewer

Submitted Oct 2024

Powerful machine learning

Likeliness to Recommend

8 /10

What differentiates DataRobot AI Platform from other similar products?

DataRobot offers automated machine learning workflows that accelerate model deployment and reduce time to value.

What is your favorite aspect of this product?

The platform's automation of complex ML processes simplifies model building and deployment.

What do you dislike most about this product?

Customization options are somewhat limited for users needing tailored ML solutions.

What recommendations would you give to someone considering this product?

Consider DataRobot if you need rapid ML deployment; however, assess customization needs beforehand.

Pros

Trustworthy
Caring
Continually Improving Product
Reliable

Mohamed K.

Role: Information Technology
Industry: Banking
Involvement: Vendor Selection and Purchasing

Validated Review

Verified Reviewer

Submitted Oct 2024

Fantastic product!

Likeliness to Recommend

8 /10

What differentiates DataRobot AI Platform from other similar products?

DataRobot is a full AI lifecycle platform for generative and predictive AI with broad ecosystem interoperability and a team of AI experts to ensure success.

What is your favorite aspect of this product?

Build, govern, and operate any generative or predictive AI application seamlessly and align your AI initiatives with organizational goals. Streamline collaboration across users and AI projects, unhindered by infrastructure or resource constraints, while DataRobot provides a robust technological foundation and specialized AI expertise to scale and deliver value with AI.

What do you dislike most about this product?

More balance between GUI features and the current excessive set of AI algorithms.

What recommendations would you give to someone considering this product?

Try a demo version and read the data sheets and tutorials first to know about all features.

Pros

Helps Innovate
Continually Improving Product
Reliable
Performance Enhancing

Victoria L.

Role: C-Level
Industry: Manufacturing
Involvement: End User of Application

Validated Review

Verified Reviewer

Submitted Aug 2024

DataRobot is a high-powered AI tool

Likeliness to Recommend

7 /10

What differentiates DataRobot AI Platform from other similar products?

While other platforms may offer some of the same features, DataRobot provides a high degree of automation, handling tasks from data preparation to model deployment, thereby making it accessible to users with varying levels of technical expertise.

What is your favorite aspect of this product?

What stands out to me is how accessible it is for users with varying technical backgrounds and how it streamlines the entire ML model lifecycle, from data preparation to deployment, dramatically reducing time-to-value.

What do you dislike most about this product?

As with any technological solution, there is ongoing potential for enhancement to align with evolving user requirements. Nevertheless, it currently fulfills and surpasses my expectations.

What recommendations would you give to someone considering this product?

Tighter integration with other data tools would streamline workflows and boost team collaboration.

Pros

Reliable
Enables Productivity
Trustworthy
Effective Service

DataRobot AI Platform

What is DataRobot AI Platform?

Company Details

Need Assistance?

Awards & Recognition

DataRobot AI Platform Ratings

86 Likeliness to Recommend

95 Plan to Renew

1 Since last award

79 Satisfaction of Cost Relative to Value

2 Since last award

Emotional Footprint Overview

+81 Net Emotional Footprint

How much do users love DataRobot AI Platform?

Pros

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

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

Ensembling 'Ability to combine ML models for best results.

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

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

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

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

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

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

Explainability Ability to explain/ visualize the model.

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

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

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

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.

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.

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.

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.

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.

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

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

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

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

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

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

DataRobot AI Platform Reviews

Geoffrey M.

Powerful machine learning

Likeliness to Recommend

Pros

Mohamed K.

Fantastic product!

Likeliness to Recommend

Pros

Victoria L.

DataRobot is a high-powered AI tool

Likeliness to Recommend

Pros

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Feature Ratings

Model Training

Ensembling

Algorithm Recommendation

Performance and Scalability

Algorithm Diversity

Pre-Packaged AI/ML Services

Openness and Flexibility

Model Tuning

Explainability

Model Monitoring and Management

Data Labeling

Vendor Capability Ratings

Usability and Intuitiveness

Quality of Features

Business Value Created

Breadth of Features

Ease of Implementation

Ease of IT Administration

Availability and Quality of Training

Ease of Data Integration

Vendor Support

Product Strategy and Rate of Improvement

Ease of Customization