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Atera 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:
 

ROI

Sentiment score
8.0
Atera boosts efficiency and cuts costs with remote management, software integration, fixed pricing, and automation, enhancing business value.
Sentiment score
9.1
DataRobot enhanced prediction accuracy, reduced analysis time, simplified processes, and improved efficiency, leading to better decisions and cost savings.
I have seen a return on investment, specifically with increased data science productivity by four times, time saved with deploying models, and homogeneous analysis models developed easily.
Senior Java Software Engineer at GE
On average, we're saving about 10 to 15 hours per project.
Senior Data Reporting Analyst at University of Bradford
 

Customer Service

Sentiment score
8.5
Atera's support team offers quick resolution, accessible help, valued security measures, and improves through user feedback.
Sentiment score
8.1
DataRobot offers strong support and scalability but needs faster responses and better documentation for optimal user empowerment.
They answer all my questions and share guidance on using DataRobot scripts if certain functionalities are not available in the UI.
Staff Specialist Data Scientist at a tech vendor with 5,001-10,000 employees
Being cloud-hosted enables automatic resource scaling, which supports collaboration across teams.
Senior Data Reporting Analyst at University of Bradford
The customer support from DataRobot is proactive and responsive.
Senior Java Software Engineer at GE
 

Scalability Issues

Sentiment score
7.8
Atera is scalable for small to large companies, with intuitive setup and robust API integration, ideal for growth.
Sentiment score
5.8
DataRobot is scalable, integrates easily, automates processes, supports multiple models, and handles large data volumes efficiently.
DataRobot's scalability is very strong and grows with my organization's needs.
Senior Java Software Engineer at GE
 

Stability Issues

Sentiment score
8.2
Atera is highly stable and reliable, with minor issues quickly addressed and regular updates enhancing functionality.
Sentiment score
7.9
DataRobot is praised for stability and reliability in edge analytics, improving consistently without significant issues during adjustments.
 

Room For Improvement

Atera needs improved integration, support, and customization across identity management, mobile, network monitoring, and technician control features.
DataRobot users seek integration with AI tools, improved performance, better support, pricing, and enhanced UI for customization.
DataRobot is a UI-based tool, which means it cannot provide all the features I might manually implement through notebooks or Python.
Staff Specialist Data Scientist at a tech vendor with 5,001-10,000 employees
There is a lack of transparency in the models; sometimes it feels like a black box.
Senior Data Reporting Analyst at University of Bradford
Another improvement that DataRobot needs is integrating the capability to modify the whole pipeline with Python.
Senior Java Software Engineer at GE
 

Setup Cost

Atera's pricing model offers cost-effective scalability and predictability, with unlimited devices and savings compared to competitors, ideal for enterprises.
Opinions on DataRobot's $65,000 pricing vary; some find it competitive, while others see it as too costly.
The setup cost was minimal because it's cloud-hosted, eliminating the need for heavy on-premises infrastructure, allowing us to start using it immediately after purchase.
Senior Data Reporting Analyst at University of Bradford
My experience with pricing, setup cost, and licensing reveals that the price points can be improved and DataRobot is not so cost-effective, especially for smaller organizations.
Senior Java Software Engineer at GE
 

Valuable Features

Atera provides robust remote access, automation, and monitoring tools, enhancing productivity and user satisfaction with its intuitive interface.
DataRobot streamlines MLOps by automating modeling, deployment, and monitoring, enhancing productivity and decision-making with efficient cloud integration.
We can run commands such as PowerShell, batch scripts, and implement automation.
Owner at Sytex Ltd.
DataRobot has positively impacted our organization in many ways. First, it has improved efficiency; tasks such as model testing, feature engineering, and predictions that used to take us days or weeks can now be accomplished in hours.
Senior Data Reporting Analyst at University of Bradford
By automating highly technical aspects like model comparison, DataRobot enhances productivity and reduces project timelines from three months to less than one month.
Staff Specialist Data Scientist at a tech vendor with 5,001-10,000 employees
When business leaders ask for the fastest possible solution, DataRobot is our go-to platform.
Senior Java Software Engineer at GE
 

Categories and Ranking

Atera
Ranking in AIOps
17th
Average Rating
9.4
Reviews Sentiment
7.8
Number of Reviews
15
Ranking in other categories
Help Desk Software (13th), Network Monitoring Software (35th), IT Infrastructure Monitoring (35th), IT Service Management (ITSM) (12th), Remote Monitoring and Management (RMM) (6th), Patch Management (12th), Agentic Automation (7th)
DataRobot
Ranking in AIOps
15th
Average Rating
8.4
Reviews Sentiment
7.1
Number of Reviews
7
Ranking in other categories
Predictive Analytics (5th), AI Development Platforms (15th), AI Observability (72nd), AI Finance & Accounting (7th)
 

Mindshare comparison

As of April 2026, in the AIOps category, the mindshare of Atera is 0.6%. The mindshare of DataRobot is 1.1%, up from 0.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AIOps Mindshare Distribution
ProductMindshare (%)
DataRobot1.1%
Atera0.6%
Other98.3%
AIOps
 

Featured Reviews

AV
Owner at Sytex Ltd.
Quick setup and efficient automation boost IT consulting services
It would be beneficial if Atera implemented telephone support for general questions. When onboarding new clients and creating their portal, it would be helpful if presidents or company owners could see the current configuration progress step-by-step, rather than relying solely on email and ticket systems. The task system for technicians could be improved by adding recurring task capabilities. This would allow technicians to have checkmarks and task lists they can mark off as completed. While scalability meets growing needs, there haven't been many additions in the last two years. They are adding new features gradually, but there is always room for improvement.
Naqash Ahmed - PeerSpot reviewer
Senior Data Reporting Analyst at University of Bradford
Automation has improved efficiency and decision-making while big data handling and transparency still need work
Aside from the many advantages of DataRobot, I believe there are areas that could be improved based on my experience. There is a lack of transparency in the models; sometimes it feels like a black box. For example, when I uploaded a large data set of about two gigabytes for processing, the time taken was slower than expected. Additionally, the handling of bigger data sets could be better, as it performs extremely well with smaller datasets but can lag with larger ones. The integration with some other tools used in our organization can also be challenging, and more flexibility for custom pre-processing and advanced model tuning would be beneficial. In terms of support and documentation, I believe improvements are needed. For instance, the response time from DataRobot could be quicker, which would be appreciated when we need assistance. The documentation is generally sufficient, but it can be lengthy and could use more real-world examples and step-by-step tutorials for better clarity. Lastly, creating a client community where users can share experiences and solutions might enhance the overall value and learning curve.
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Top Industries

By visitors reading reviews
Educational Organization
10%
Comms Service Provider
8%
Construction Company
8%
Performing Arts
7%
Financial Services Firm
13%
Manufacturing Company
13%
Educational Organization
8%
Computer Software Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business14
By reviewers
Company SizeCount
Small Business2
Midsize Enterprise1
Large Enterprise5
 

Questions from the Community

What is your experience regarding pricing and costs for Atera?
The prices have increased over time. After expressing concerns about pricing to account managers, they offered a 30% discount option for annual commitments. The main benefit we see with this produc...
What needs improvement with Atera?
It would be beneficial if Atera implemented telephone support for general questions. When onboarding new clients and creating their portal, it would be helpful if presidents or company owners could...
What is your primary use case for Atera?
We use it for maintenance support, patch management, the ticket system, ticketing, and automation in general. Atera enables us to take control quickly with different options. We can perform registr...
What is your experience regarding pricing and costs for DataRobot?
My experience with pricing, setup cost, and licensing reveals that the price points can be improved and DataRobot is not so cost-effective, especially for smaller organizations.
What needs improvement with DataRobot?
To improve DataRobot, I suggest enhancing model accuracy metrics and improving automation. The price points can also be improved. Another improvement that DataRobot needs is integrating the capabil...
What is your primary use case for DataRobot?
DataRobot serves as our data science platform for building machine learning models and the development environment for running models. We also use the best practice processes and governance that Da...
 

Comparisons

 

Overview

 

Sample Customers

MSPs, IT consultants, and IT departments worldwide trust and use Atera. 
Harmoney, Zidisha, ONE Marketing, DonorBureau, Trupanion, Avant
Find out what your peers are saying about Atera vs. DataRobot and other solutions. Updated: February 2026.
885,789 professionals have used our research since 2012.