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DataRobot vs ServiceNow IT Operations Management comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Sep 16, 2024

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
9.0
DataRobot enhanced prediction accuracy, reduced analysis time, simplified processes, and improved efficiency, leading to better decisions and cost savings.
Sentiment score
5.6
ServiceNow IT Operations Management enhances efficiency and ROI, covering costs quickly while boosting workflow speed and asset management.
On average, we're saving about 10 to 15 hours per project.
Senior Data Reporting Analyst at a educational organization with 1,001-5,000 employees
It reduced staffing needs from four full-time staff to fewer due to automation.
Account Manager at a consultancy with 11-50 employees
 

Customer Service

Sentiment score
7.5
DataRobot excels in customer service and scalability, but could improve response speed and documentation for large datasets.
Sentiment score
6.2
ServiceNow IT Operations Management support is generally responsive but inconsistent, necessitating better training and process clarity.
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 a educational organization with 1,001-5,000 employees
They respond promptly when we call to open a ticket.
Chief Information Officer at a energy/utilities company with 201-500 employees
For minor issues, the team takes a month's time to provide a fix.
Solution architect at a tech vendor with 10,001+ employees
The response time of technical support could be improved.
Senior Consultant at a consultancy with 10,001+ employees
 

Scalability Issues

Sentiment score
4.6
DataRobot is scalable, integrates easily, automates processes, supports multiple models, and handles large data volumes efficiently.
Sentiment score
7.3
ServiceNow IT Operations Management is highly praised for scalable solutions and strong performance, especially in medium to large enterprises.
ServiceNow ITOM scales very well to small and medium businesses.
Account Manager at a consultancy with 11-50 employees
It integrates with every single tool, even external tools.
Business analyst at a financial services firm with 10,001+ employees
 

Stability Issues

Sentiment score
7.7
DataRobot is praised for stability and reliability, with enhancements improving user satisfaction across diverse analytics scenarios.
Sentiment score
7.6
ServiceNow IT Operations Management is stable and reliable, with high ratings but occasional performance issues in complex deployments.
Since it is a Platform as a Service (PaaS) or Software as a Service (SaaS) solution, I consider the stability to be very high, rating it ten out of ten.
Business analyst at a financial services firm with 10,001+ employees
It helps us create custom dashboards and provides excellent search functionality where we can search for any issues or errors that have occurred and take corrective action before it impacts the users.
Solution architect at a tech vendor with 10,001+ employees
 

Room For Improvement

DataRobot faces customization, integration, and performance challenges; improved AI support, transparency, and community engagement are needed.
ServiceNow IT Operations Management faces cost, complexity, UI, integration, efficiency, and performance challenges, needing enhancements and customizations.
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 a educational organization with 1,001-5,000 employees
A more streamlined configuration process tailored to use cases and industry would be beneficial.
Chief Information Officer at a energy/utilities company with 201-500 employees
It provides many out-of-the-box functionalities along with customization options.
Solution architect at a tech vendor with 10,001+ employees
ServiceNow IT Operations Management is not very affordable for SMB customers.
Manager, Solution/Service Delivery at a tech services company with 51-200 employees
 

Setup Cost

<p>DataRobot provides scalable, cost-effective AI solutions with flexible pricing tailored to enterprise needs and usage volume.</p>
ServiceNow IT Operations Management offers costly, customizable yearly licenses, seen as valuable for its comprehensive features despite high pricing.
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 a educational organization with 1,001-5,000 employees
The pricing model offers scaling where not everything consumes a license equally, providing more value across different business areas.
Account Manager at a consultancy with 11-50 employees
ServiceNow's pricing is expensive.
Chief Information Officer at a energy/utilities company with 201-500 employees
It is definitely high-priced compared to other products available in the same domain in the market.
Solution architect at a tech vendor with 10,001+ employees
 

Valuable Features

DataRobot automates feature engineering and model testing, enhancing productivity and decision-making with user-friendly, scalable integration.
ServiceNow IT Operations Management streamlines ITSM with intuitive design, efficient process integration, real-time tracking, and seamless task management.
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 a educational organization with 1,001-5,000 employees
The performance analytics of ServiceNow was especially beneficial for setting thresholds, aggregating, and correlating infrastructure data.
Account Manager at a consultancy with 11-50 employees
ServiceNow IT Operations Management influences ITSM processes by automating them and aiding in detecting and resolving IT issues to improve performance, reliability, and uptime.
Business analyst at a financial services firm with 10,001+ employees
They provide seamless integration of ITOM with their other modules such as ITSM, where we can leverage the AIs for discovery, perform impact analysis, which essentially helps to enhance the overall IT operations and reduce the downtime and MTTR.
Solution architect at a tech vendor with 10,001+ employees
 

Categories and Ranking

DataRobot
Ranking in AIOps
15th
Average Rating
8.2
Reviews Sentiment
7.0
Number of Reviews
6
Ranking in other categories
Predictive Analytics (5th), AI Development Platforms (15th), AI Observability (66th), AI Finance & Accounting (4th)
ServiceNow IT Operations Ma...
Ranking in AIOps
3rd
Average Rating
8.2
Reviews Sentiment
6.6
Number of Reviews
45
Ranking in other categories
Event Monitoring (1st), Cloud Management (10th), IT Infrastructure Monitoring (10th)
 

Mindshare comparison

As of January 2026, in the AIOps category, the mindshare of DataRobot is 1.0%, up from 0.5% compared to the previous year. The mindshare of ServiceNow IT Operations Management is 6.3%, down from 7.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AIOps Market Share Distribution
ProductMarket Share (%)
ServiceNow IT Operations Management6.3%
DataRobot1.0%
Other92.7%
AIOps
 

Featured Reviews

Naqash Ahmed - PeerSpot reviewer
Senior Data Reporting Analyst at a educational organization with 1,001-5,000 employees
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.
reviewer2755671 - PeerSpot reviewer
Solution architect at a tech vendor with 10,001+ employees
Significant enhancement in operations with powerful discovery and analytics, yet pricing structure poses challenges
ServiceNow IT Operations Management provides out-of-the-box dashboards. Along with the dashboard, it also provides the Operations Workspace, which is very useful for operations teams. There is a functionality called Performance Analytics, which we are also using to develop some dashboards for the senior leadership and operations team where they can perform trend analysis of alerts and events happening across the infrastructure and application landscape. These dashboards are really useful here. ServiceNow IT Operations Management's biggest plus point is that it is a platform. ITOM is just one module that ServiceNow IT Operations Management offers, but they provide seamless integration of ITOM with their other modules such as ITSM, where we can leverage the AIs for discovery, perform impact analysis, which essentially helps to enhance the overall IT operations and reduce the downtime and MTTR.
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Top Industries

By visitors reading reviews
Financial Services Firm
14%
Manufacturing Company
12%
Computer Software Company
10%
Retailer
8%
Manufacturing Company
12%
Financial Services Firm
11%
Computer Software Company
10%
Healthcare Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business12
Midsize Enterprise5
Large Enterprise27
 

Questions from the Community

What is your experience regarding pricing and costs for DataRobot?
While pricing falls more under my IT colleagues, from my perspective, the overall experience feels justified. The premium pricing is reasonable for the value provided, and I'd say it's worth the in...
What needs improvement with DataRobot?
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 ...
What is your primary use case for DataRobot?
My main use case for DataRobot is to perform predictive analysis and automation of machine learning workflows. I use it to quickly build, test, and deploy models without extensive coding. One of th...
What do you like most about ServiceNow IT Operations Management?
From my perspective as an asset manager, the most valuable feature of the solution is the configuration management portion, where I can actively add something to the database.
What is your experience regarding pricing and costs for ServiceNow IT Operations Management?
It is definitely high-priced compared to other products available in the same domain in the market.
What needs improvement with ServiceNow IT Operations Management?
We don't use the orchestration part of ServiceNow IT Operations Management here. The CMDB part of ServiceNow IT Operations Management is a little bit too complicated, and it is a bit slow at our co...
 

Also Known As

No data available
ServiceNow ITOM
 

Overview

 

Sample Customers

Harmoney, Zidisha, ONE Marketing, DonorBureau, Trupanion, Avant
servicenow, TransAlta, NATS, Symantec
Find out what your peers are saying about DataRobot vs. ServiceNow IT Operations Management and other solutions. Updated: December 2025.
881,114 professionals have used our research since 2012.