DataRobot, Inc.

DataRobot AI Platform

Composite Score

7.7 /10

CX Score

7.8 /10

35 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

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.

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

96 Plan to Renew

2
Since last award

80 Satisfaction of Cost Relative to Value

1
Since last award

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Emotional Footprint Overview

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.

+82 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

12% Neutral

88% Positive

Pros

Helps Innovate
Respectful
Security Protects
Reliable

Feature Ratings

Average 78

Ensembling

Model Training

Algorithm Recommendation

Performance and Scalability

Pre-Packaged AI/ML Services

Algorithm Diversity

Openness and Flexibility

Model Tuning

Explainability

Model Monitoring and Management

Data Labeling

Vendor Capability Ratings

Average 79

Breadth of Features

Ease of Implementation

Ease of IT Administration

Usability and Intuitiveness

Quality of Features

Business Value Created

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

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

Brandon R H.

Role: Information Technology
Industry: Technology
Involvement: IT Development, Integration, and Administration

Validated Review

Verified Reviewer

Submitted Oct 2021

You can control security on a local server

Likeliness to Recommend

9 /10

What differentiates DataRobot AI Platform from other similar products?

Because it is compatible with Mac OS, Linux, and Windows, security measures can be taken just with this product, and security measures for the terminal can be reduced. Because the pattern file can be managed collectively on the server, updating it is simple. Since the clients can be managed in each group, it is easy to manage the licenses of each Clare or Alert for each PC in each group. The admin screen is similarly located on the company's server, but it is a board-style panel that may be managed in a simple and intuitive manner.

What is your favorite aspect of this product?

It assisted in the central management of the company's personal computer security. Even if a problem developed, management was well equipped to deal with it. It is simple to use, however depending on the purchase, cost performance has deteriorated significantly. You might think you're safe with Endpoint Protection because you're not aware of the normal virus and spyware countermeasures. It can be utilized according to your needs because numerous scan-related settings can be configured in detail.

What do you dislike most about this product?

It runs quietly and without glitches in PC processes, making it a breeze to use as pattern security measuring software. Many things being shown to the user generates concern and costs time, so thank you for keeping it quiet. Because it was so expensive, I wanted to switch to another application, so I'm sorry I used it for so long. As Endpoint Protection, you may feel that you are protected without being particularly aware of the usual virus and spyware countermeasures. Because several scan-related settings may be set in detail, it can be used according to your needs.

What recommendations would you give to someone considering this product?

It will be simple to restrict the use of USB memory and DVD once this program is implemented. We were able to install it quickly using spare space on the server because we have our own server with varied operating circumstances. In addition to the standard pattern file matching, there is a proactive screening function (behavioral detection) as a virus function, which has resulted in a lower security risk.

Pros

Helps Innovate
Continually Improving Product
Reliable
Performance Enhancing

DataRobot AI Platform

What is DataRobot AI Platform?

Company Details

Need Assistance?

Awards & Recognition

DataRobot AI Platform Ratings

86 Likeliness to Recommend

96 Plan to Renew

2 Since last award

80 Satisfaction of Cost Relative to Value

1 Since last award

Emotional Footprint Overview

+82 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

Ensembling 'Ability to combine ML models for best results.

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

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.

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

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

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

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.

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.

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

Dr. Raju V.

Good, intuitive product. Improved interface.

Likeliness to Recommend

Pros

Cons

Brandon R H.

You can control security on a local server

Likeliness to Recommend

Pros

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Feature Ratings

Ensembling

Model Training

Algorithm Recommendation

Performance and Scalability

Pre-Packaged AI/ML Services

Algorithm Diversity

Openness and Flexibility

Model Tuning

Explainability

Model Monitoring and Management

Data Labeling

Vendor Capability Ratings

Breadth of Features

Ease of Implementation

Ease of IT Administration

Usability and Intuitiveness

Quality of Features

Business Value Created

Availability and Quality of Training

Ease of Data Integration

Vendor Support

Product Strategy and Rate of Improvement

Ease of Customization