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Alteryx vs DataRobot comparison

 

Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Customer Service

Sentiment score
7.3
Alteryx provides responsive customer service via an active online community and personalized assistance for complex technical issues.
No sentiment score available
DataRobot's customer service is praised for its responsiveness, knowledge, proactive communication, thorough documentation, and comprehensive assistance.
 

Room For Improvement

Sentiment score
5.0
Alteryx needs better UI, training, pricing, cloud functionality, and advanced machine learning features to improve competitiveness.
Sentiment score
5.1
DataRobot needs better customization, deployment flexibility, large dataset handling, performance, and more comprehensive documentation and support resources.
 

Scalability Issues

Sentiment score
8.4
Alteryx is scalable and flexible for enterprises, though some users have concerns about costs and very large data sets.
Sentiment score
6.3
DataRobot is scalable, integrates easily, automates processes, supports multiple models, and handles large data volumes efficiently.
 

Setup Cost

Sentiment score
8.5
Alteryx, though costly, is preferred by larger enterprises for its ROI and time-saving value, with trial options available.
No sentiment score available
<p>DataRobot provides scalable, cost-effective AI solutions with flexible pricing tailored to enterprise needs and usage volume.</p>
Alteryx is more cost-effective compared to Informatica licenses, offering savings.
 

Stability Issues

Sentiment score
8.2
Alteryx is stable and efficient for big-data analysis, with high ratings despite occasional bugs and slower server performance.
Sentiment score
8.4
DataRobot is praised for its stability, reliability, seamless integration, efficient error handling, and robust performance even with large datasets.
I didn't need to reach out to Alteryx for support because available documents usually provide enough information to resolve issues.
 

Valuable Features

Sentiment score
7.0
Alteryx offers user-friendly, no-code data blending, predictive analytics, and integration with Python and R for versatile data processing.
Sentiment score
8.5
DataRobot simplifies feature engineering, automates model building, and offers comprehensive MLOps with job management, model drift inspection, and retraining.
Alteryx is user-friendly and allows easy creation of workflows compared to Informatica PowerCenter.
 

Categories and Ranking

Alteryx
Ranking in Predictive Analytics
1st
Average Rating
8.4
Reviews Sentiment
7.3
Number of Reviews
78
Ranking in other categories
Data Science Platforms (4th), Data Preparation Tools (1st)
DataRobot
Ranking in Predictive Analytics
5th
Average Rating
8.6
Reviews Sentiment
7.6
Number of Reviews
4
Ranking in other categories
AI Development Platforms (12th), AIOps (17th)
 

Mindshare comparison

As of November 2024, in the Predictive Analytics category, the mindshare of Alteryx is 24.4%, down from 25.7% compared to the previous year. The mindshare of DataRobot is 7.5%, down from 9.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Predictive Analytics
 

Featured Reviews

Vivek Vaibhav - PeerSpot reviewer
Has a good UI and drag-and-drop features which makes it easy to understand
There have been some issues with licensing, particularly with the increased prices. This has led some companies, including ours, to consider reducing the number of licenses or potentially discontinuing their use of Alteryx. Since most of our team members work with Alteryx, deploying workflows to clients who may not have licenses became a hurdle. Every user needed a license to run the workflows, which could pose difficulties, especially for clients who only needed occasional access for small data analyses. Unlike other software like Microsoft Power BI, which offers free trials or user licenses for basic functionality, Alteryx doesn't provide such options, potentially limiting its accessibility for occasional users. It should improve scalability.
Raviteja Guna - PeerSpot reviewer
Highly automated solution allowing data scientists to build models easily
Based on your similar requirements, V10.0 has very cool features related to AI Generation. I would suggest the team, too. This is very good for data scientists or people who don't want to code. Even the documentation is well-maintained in terms of its capabilities. It's easy to navigate. The support documents are good. Even someone with basic IT knowledge can easily navigate. If you're an IT engineer, you can efficiently perform operations using it. We have deployed eight to nine use cases on DataRobot and have seen a tremendous response in accuracy and performance. We are pleased because we conducted a comparison. We took a model we built using a sample Python on a local machine and applied the same data and process using DataRobot Autopilot. The results were pretty amazing, with promising accuracy and recall. The accessibility is so easy. Even a college graduate with essential experience can use it. Suppose I do the same model in Databricks and want to monitor my MLOps pipeline. So, I need to use a third-party framework again, like MLflow, Kubeflow, Airflow, or whatever. I need to build my dashboards and everything, customization dashboards. However, everything is available in DataRobot. I can use it directly. They have a new option called DataRobot apps. So, on the predictions, we can even create customized apps. I can build my dashboard, and I can develop my applications. Overall, I rate the solution an eight out of ten.
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816,562 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
24%
Manufacturing Company
10%
Computer Software Company
8%
Healthcare Company
6%
Educational Organization
25%
Financial Services Firm
12%
Computer Software Company
9%
Manufacturing Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

What is the Biggest Difference Between Alteryx and IBM SPSS Modeler?
One of the differences is that with Alteryx you can use it as an ETL and analytics tool. Please connect with me directly if you want to know more.
What is the Biggest Difference Between Alteryx and IBM SPSS Modeler?
Alteryx is an extremely easy and flexible data tool, flexible in terms of drag and drop toolset and also has python, R integrations if your team requires this. It can handle over 2 billion rows of...
What is the Biggest Difference Between Alteryx and IBM SPSS Modeler?
I am not familiar with IBM SPSS Modeler, therefore, I cannot compare these two products. Regarding Alteryx I can say the following: - An excellent desktop tool for Data Prep and analytics. - Featu...
What needs improvement with DataRobot?
There are some performance issues when it comes to improvements. They also offer storage-related services compared to other tools like Admin, Azure, or AWS. It is easy to plug and play. Third-party...
What is your primary use case for DataRobot?
We work on AI and ML use cases related to technology and IT.
What advice do you have for others considering DataRobot?
Based on your similar requirements, V10.0 has very cool features related to AI Generation. I would suggest the team, too. This is very good for data scientists or people who don't want to code. Eve...
 

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Sample Customers

AnalyticsIq Inc., belk, BloominBrands Inc., Cardinalhealth, Cineplex, Dairy Queen
Harmoney, Zidisha, ONE Marketing, DonorBureau, Trupanion, Avant
Find out what your peers are saying about Alteryx vs. DataRobot and other solutions. Updated: October 2024.
816,562 professionals have used our research since 2012.