

DataRobot and ServiceNow IT Operations Management (ITOM) are two competing products in the tech industry. ServiceNow ITOM seems superior due to its features, though users prefer DataRobot for pricing and support.
Features: DataRobot reviews indicate valuable features such as automated machine learning capabilities, integration with existing workflows, and strong predictive analytics. ServiceNow ITOM reviews highlight features like comprehensive IT service management, robust analytics tools, and advanced operational insights. ServiceNow ITOM has a broader range of features tailored to IT operations.
Room for Improvement: DataRobot users point out areas needing enhancement, such as more customization options, improved scalability, and better model documentation. ServiceNow ITOM's reviews suggest improvements in training resources, user documentation, and user interface design. DataRobot needs to focus on scalability, user experience, and reporting features, while ServiceNow ITOM could benefit from better user support materials, reducing complexity, and enhancing flexibility.
Ease of Deployment and Customer Service: DataRobot has been noted for its quick deployment and responsive customer service. ServiceNow ITOM users praise its comprehensive support but mention a steeper learning curve during deployment. DataRobot is easier to deploy, though both offer strong customer service.
Pricing and ROI: DataRobot is reported to have a straightforward setup cost with a good ROI. ServiceNow ITOM reviews indicate higher setup costs, but users find the investment worthwhile. ServiceNow ITOM's higher costs are justified by the extensive benefits it provides.
On average, we're saving about 10 to 15 hours per project.
It reduced staffing needs from four full-time staff to fewer due to automation.
They answer all my questions and share guidance on using DataRobot scripts if certain functionalities are not available in the UI.
Being cloud-hosted enables automatic resource scaling, which supports collaboration across teams.
They respond promptly when we call to open a ticket.
For minor issues, the team takes a month's time to provide a fix.
The response time of technical support could be improved.
ServiceNow ITOM scales very well to small and medium businesses.
It integrates with every single tool, even external tools.
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.
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.
DataRobot is a UI-based tool, which means it cannot provide all the features I might manually implement through notebooks or Python.
There is a lack of transparency in the models; sometimes it feels like a black box.
A more streamlined configuration process tailored to use cases and industry would be beneficial.
It provides many out-of-the-box functionalities along with customization options.
ServiceNow IT Operations Management is not very affordable for SMB customers.
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.
The pricing model offers scaling where not everything consumes a license equally, providing more value across different business areas.
ServiceNow's pricing is expensive.
It is definitely high-priced compared to other products available in the same domain in the market.
By automating highly technical aspects like model comparison, DataRobot enhances productivity and reduces project timelines from three months to less than one month.
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.
The performance analytics of ServiceNow was especially beneficial for setting thresholds, aggregating, and correlating infrastructure data.
ServiceNow IT Operations Management influences ITSM processes by automating them and aiding in detecting and resolving IT issues to improve performance, reliability, and uptime.
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.
| Product | Market Share (%) |
|---|---|
| ServiceNow IT Operations Management | 6.3% |
| DataRobot | 1.0% |
| Other | 92.7% |

| Company Size | Count |
|---|---|
| Small Business | 12 |
| Midsize Enterprise | 5 |
| Large Enterprise | 27 |
DataRobot captures the knowledge, experience and best practices of the world’s leading data scientists, delivering unmatched levels of automation and ease-of-use for machine learning initiatives. DataRobot enables users to build and deploy highly accurate machine learning models in a fraction of the time.
ServiceNow IT Operations Management (ITOM) is a cloud management and infrastructure tool that facilitates the administrative and development process of creating, planning, and operating digital services, technology, application requirements, and components for organizations. Service Now ensures effectiveness, performance, and availability throughout an organization's processes and services.
ServiceNow ITOM will help organizations facilitate consistent policies with regard to deployment, support, and services to ensure trustworthiness and quality of service (QoS). ServiceNow ITOM will ensure that all applications, services, and infrastructure are consistently available and stable.
ServiceNow IT Operations Management Features
ServiceNow IT Operations Management Benefits
ServiceNow ITOM enables organizations to become robust, strategic operations able to successfully anticipate issues before they have an impact on the organization. Organizations that use ServiceNOw ITOM will be able to easily automate workflows and improve how their IT teams communicate and work together to deliver successful outcomes and maintain productivity and profitability 24/7.
Reviews from Real Users
“With this solution, operational costs will be reduced. Your maintenance cost will be reduced when you use the item model. You will deliver a fast solution to the customers. If something happens on the server-side or router-side, it will be immediately caught. Efficiencies are improved. “ - Rupesh J., Solutions Architect at Globant
“It has been very useful for tracking. It has evolved a lot over time, and there is a single pane of glass where you can track and see everything.” - Uday T., Project Manager at MindTree
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