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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:
 

Categories and Ranking

DataRobot
Ranking in AIOps
16th
Average Rating
8.6
Reviews Sentiment
7.2
Number of Reviews
5
Ranking in other categories
Predictive Analytics (5th), AI Development Platforms (12th)
ServiceNow IT Operations Ma...
Ranking in AIOps
4th
Average Rating
8.2
Reviews Sentiment
6.8
Number of Reviews
40
Ranking in other categories
Event Monitoring (1st), Cloud Management (9th), IT Infrastructure Monitoring (10th)
 

Mindshare comparison

As of April 2025, in the AIOps category, the mindshare of DataRobot is 0.6%, up from 0.2% compared to the previous year. The mindshare of ServiceNow IT Operations Management is 7.7%, up from 5.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AIOps
 

Featured Reviews

SagarYadav - PeerSpot reviewer
Automating model comparison speeds up development and reduces timelines
DataRobot is equipped with a GUI-based approach that simplifies the process of feature engineering and model training. It provides AutoML capabilities, which allow for comparing thousands of models and selecting the best-suited one based on business requirements. By automating highly technical aspects like model comparison, DataRobot enhances productivity and reduces project timelines from three months to less than one month.
RichardG - PeerSpot reviewer
Effortlessly blends management systems for comprehensive infrastructure insight
ServiceNow IT Operations Management brought together Intune and SCCM or MECM really well. It provided out-of-the-box integrations, requiring only minimal effort, typically a couple of days, to massage those systems into a seamless operation. Additionally, the performance analytics of ServiceNow was especially beneficial for setting thresholds, aggregating, and correlating infrastructure data.

Quotes from Members

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

Pros

"We especially like the initial part of feature engineering, because feature engineering is included in most engines, but DataRobot has an excellent way of picking up the right features."
"DataRobot can be easy to use."
"By automating highly technical aspects like model comparison, DataRobot enhances productivity and reduces project timelines from three months to less than one month."
"DataRobot is highly automated, allowing data scientists to build models easily."
"It's easy to do MLOps operations. It's a lot easier to manage jobs and see the logs if there's any drift in a model."
"ServiceNow IT Operations Management is a stable product."
"The solution allows you to subscribe to the features you need and utilize CMDB, ITSM, and discovery on the same platform."
"Has service mapping, impact management, metric intelligence and health of analytics."
"It is a market leader and is very implementation-friendly. Developers have a clear understanding of how the solution works, and it is mature enough to handle different client needs."
"It is flexible. You can tune it, more or less, as you want."
"The initial setup is very straightforward. A person just needs to join a team to access the network and that's all."
"I am impressed with the tool's ability to track information in an easy way."
"I like the tool's discovery feature."
 

Cons

"If we could include our existing Python or R code in DataRobot, we could make it even better. The DataRobot that we have is specific to an industry, but most of the time we would have our own algorithms, which are specific to our own use case. If we had a way by which we could integrate our proprietary things into DataRobot with a simple integration, it would help us a lot."
"There are some performance issues."
"Generative AI has taken pace, and I would like to see how DataRobot assists in doing generative AI and large language models."
"The business departments will love to work with DataRobot because they use the tool to investigate their data, such as targeting what they want to investigate. They don't need any data scientists near them. They can investigate at eye level and bring into the BI tool, or can bring it to the data scientist. Data scientists can use this tool to bring increase the solution to the maximum. All the others can use it, but not to the maximum."
"DataRobot is a UI-based tool, which means it cannot provide all the features I might manually implement through notebooks or Python. In this aspect, I see room for improvement in its functionality."
"There is room for improvement in the stability of ServiceNow."
"When it comes to improvements, I think that my colleagues and I often have issues finding the correct screen and the search box does not work as intended."
"The tool can be improved by including more detailed information to assist new users."
"Service mapping is pretty limited."
"There are not enough apps in the app store to expand functionality. There should be more made available."
"There are some limitations with Discovery; some areas are not available in the installation. I would like the solution to be able to discover more devices. That will remove the need to have multiple tools."
"The solution’s licensing cost could be improved."
"I advise others not to customize a lot while using the solution."
 

Pricing and Cost Advice

"We dropped the plan to use DataRobot, because we found the pricing to be on the higher sise. We liked DataRobot a lot, but due to the pricing, we dropped that idea."
"The price of DataRobot is good because if you take the price of the solution which is approximately $65,000, it is less than a data scientist. There are very few data scientists available."
"This solution offers good value but comes at a very high premium. Pricing could be reduced by 10 to 20%."
"I would rate the product's pricing a five out of ten since there are vendors who are cheaper."
"The solution offers yearly licenses and a subscription model for add-on features."
"It has different subscription models."
"It is expensive. It is around 10 Euros per server per month."
"It is moderately expensive. The pricing itself and the licensing options are depending on the model and the customization."
"There are additional costs, you have to pay more for everything."
"The pricing is high and may be excluding the small to medium-sized enterprise businesses."
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Top Industries

By visitors reading reviews
Educational Organization
20%
Financial Services Firm
13%
Manufacturing Company
8%
Computer Software Company
8%
Financial Services Firm
15%
Computer Software Company
13%
Manufacturing Company
11%
Government
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

What needs improvement with DataRobot?
DataRobot is a UI-based tool, which means it cannot provide all the features I might manually implement through notebooks or Python. In this aspect, I see room for improvement in its functionality.
What is your primary use case for DataRobot?
In our day-to-day use, I utilize DataRobot to speed up our development process through its GUI capability. Once I set up our connection with a back-end data set, whatever the project I work on next...
What advice do you have for others considering DataRobot?
I would recommend DataRobot because if there is something not included in the UI, I have the freedom to use its Python API, which extends the capability for different use cases. Additionally, I wou...
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?
We obtained discovery licenses at about seven dollars Australian per unit, which we found to be reasonable and competitive. The pricing model offers scaling where not everything consumes a license ...
What needs improvement with ServiceNow IT Operations Management?
There is room for improvement in service mapping within ServiceNow ITOM. When we have more time, we'll look to extend that and apply it to business-critical services like email.
 

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: March 2025.
846,617 professionals have used our research since 2012.