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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
6.8
Atera boosts client satisfaction and reduces costs by automating tasks, extending hardware lifespan, and offering integrated features.
Sentiment score
8.8
DataRobot enhanced prediction accuracy, reduced analysis time, simplified processes, and improved efficiency, leading to better decisions and cost savings.
Previously we had five employees doing the entire workflow, and now we can do it with two employees because agents are being used to do the same which was previously being done by the employees.
Advisory Solutions Architect at Dell Technologies
On average, we're saving about 10 to 15 hours per project.
Senior Data Reporting Analyst at University of Bradford
 

Customer Service

Sentiment score
7.8
Atera's customer service is praised for its responsiveness, technical expertise, reliability, and effective multi-factor authentication and updates.
Sentiment score
8.2
DataRobot's support is praised for its responsiveness and guidance, enhancing user experience despite minor scalability and documentation issues.
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
The DataRobot team was very helpful in answering the questions which the customer had.
Advisory Solutions Architect at Dell Technologies
Being cloud-hosted enables automatic resource scaling, which supports collaboration across teams.
Senior Data Reporting Analyst at University of Bradford
 

Scalability Issues

Sentiment score
7.3
Atera excels in scalability and versatility, managing endpoints efficiently, but users seek enhancements in ticketing and functionality.
Sentiment score
6.5
DataRobot scales well but can become costly, leading users to reconsider affordability after initial discount periods.
DataRobot is very scalable because the customer initially started with two licenses, and now they have around 20 licenses.
Advisory Solutions Architect at Dell Technologies
 

Stability Issues

Sentiment score
8.1
Atera offers stable, reliable performance with minimal downtime, regular updates, and rare minor issues, enhancing user satisfaction.
Sentiment score
8.0
DataRobot is praised for stability, user satisfaction, and improvements, leading some to prefer it over Amazon SageMaker.
 

Room For Improvement

Users seek improved access management, enhanced mobility, integration, customization, better controls, and scalability in Atera's platform features.
DataRobot needs better integration, dataset handling, customization, model transparency, support, documentation, Python incorporation, generative AI, and pricing.
Some of the more advanced reports are locked behind higher pricing tiers, which feels restrictive.
IT Manager at Telstra
If DataRobot also adds those data transformation capabilities, then it will be an end-to-end tool and the customer will not have to procure many tools for doing the ingestion and transformation process.
Advisory Solutions Architect at Dell Technologies
There is a lack of transparency in the models; sometimes it feels like a black box.
Senior Data Reporting Analyst at University of Bradford
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
 

Setup Cost

Atera's per-technician pricing allows unlimited devices, offering cost-effective scalability and predictability, ideal for enterprise users.
DataRobot's pricing is seen as justified by some but costly for smaller organizations, affecting their purchase decisions.
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
 

Valuable Features

Atera offers powerful RMM, automation, and remote access features, with unlimited endpoints and AI Copilot for efficient IT management.
DataRobot automates model building and deployment, integrating diverse data sources, enhancing productivity, reducing timelines, and improving decision-making.
Unlimited endpoints for a flat monthly fee per tech is a model that makes sense for us, since we are not paying more every time we add a new endpoint.
IT Manager at Telstra
Integration processes, such as installing to Active Directory or Azure, are streamlined.
Owner at Sytex Ltd.
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
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
DataRobot has a very good agentic interface where one can actually spin up multiple agents at the click of a mouse and can have multi-agent protocol.
Advisory Solutions Architect at Dell Technologies
 

Categories and Ranking

Atera
Ranking in AIOps
19th
Average Rating
9.4
Reviews Sentiment
7.5
Number of Reviews
16
Ranking in other categories
Help Desk Software (11th), Network Monitoring Software (39th), IT Infrastructure Monitoring (38th), IT Service Management (ITSM) (10th), Remote Monitoring and Management (RMM) (5th), Patch Management (11th), Agentic Automation (8th)
DataRobot
Ranking in AIOps
15th
Average Rating
8.2
Reviews Sentiment
7.2
Number of Reviews
7
Ranking in other categories
Predictive Analytics (6th), AI Development Platforms (14th), AI Observability (28th), AI Finance & Accounting (8th)
 

Mindshare comparison

As of June 2026, in the AIOps category, the mindshare of Atera is 0.9%. The mindshare of DataRobot is 1.6%, up from 0.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AIOps Mindshare Distribution
ProductMindshare (%)
DataRobot1.6%
Atera0.9%
Other97.5%
AIOps
 

Featured Reviews

NC
IT Manager at Telstra
Remote monitoring has streamlined endpoint management and consistently reduced ticket resolution time
The best features Atera offers include the per-technician pricing, which is honestly one of the biggest things. Unlimited endpoints for a flat monthly fee per tech is a model that makes sense for us, since we are not paying more every time we add a new endpoint. The AI Copilot feature has been a nice addition that helps our techs summarize tickets and suggest fixes faster, which has cut our resolution times noticeably. The AI Copilot feature has specifically helped my team because the automation handles a lot of the routine work, such as patch deployments, maintenance tasks, and monitoring alerts. Atera has positively impacted my organization by transforming how our team operates day-to-day, and the pricing model is hard to beat. The outcomes or metrics showing how Atera has made a positive impact include the 30% reduction in ticket resolution time I mentioned earlier.
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
9%
Comms Service Provider
9%
Construction Company
8%
Performing Arts
7%
Financial Services Firm
15%
Manufacturing Company
13%
Construction Company
8%
University
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business14
Large Enterprise1
By reviewers
Company SizeCount
Small Business2
Midsize Enterprise1
Large Enterprise6
 

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?
DataRobot can actually be improved by having access to multiple data repositories. It is lacking in the ways in which it ingests data, in which it transforms the data because we need a separate dat...
What is your primary use case for DataRobot?
My main use case for DataRobot is to give an agentic AI flavor to my different customers because many of my customers are looking for a consumption tool when they are looking to implement GenAI in ...
 

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: April 2026.
896,942 professionals have used our research since 2012.