Check Point Infinity vs DataRobot comparison

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Check Point Infinity

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Executive Summary

We performed a comparison between Check Point Infinity and DataRobot based on real PeerSpot user reviews.

Find out in this report how the two AI Observability solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.

To learn more, read our detailed Check Point Infinity vs. DataRobot Report (Updated: December 2025).

Check Point Infinity vs. DataRobot

December 2025

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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

5.8

Check Point Infinity enhances security and ROI with streamlined management, remote connectivity, and justified pricing for Portuguese businesses.

Sentiment score

9.0

DataRobot enhanced prediction accuracy, reduced analysis time, simplified processes, and improved efficiency, leading to better decisions and cost savings.

When I use different Check Point tools, I save support time overall.

Carol Berrocal

IT at a security firm with 51-200 employees

The value is in the capacity to protect against problems or attacks with technology, developing and strengthening cybersecurity policies and administration.

PM at SECURE SOFT

I would say we can save about 90% of our budget with Check Point Infinity.

For more quotes and insights, download the Check Point Infinity report

Advisor at Rossell Techsys (Division of Rossell India Limited)

On average, we're saving about 10 to 15 hours per project.

For more quotes and insights, download the DataRobot report

Senior Data Reporting Analyst at a educational organization with 1,001-5,000 employees

Customer Service

Sentiment score

6.2

Check Point Infinity's customer service is praised for responsiveness and knowledge, but some users experience delays and slow ticket processes.

Sentiment score

7.5

DataRobot excels in customer service and scalability, but could improve response speed and documentation for large datasets.

As soon as we raise a ticket, they engage promptly, indicating strong vendor support.

Muluken Mekonene

Network Engineer at Insa

The technical support is excellent with quick response times.

PM at SECURE SOFT

Check Point support is very responsive.

For more quotes and insights, download the Check Point Infinity report

Advisor at Rossell Techsys (Division of Rossell India Limited)

They answer all my questions and share guidance on using DataRobot scripts if certain functionalities are not available in the UI.

SagarYadav

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.

For more quotes and insights, download the DataRobot report

Senior Data Reporting Analyst at a educational organization with 1,001-5,000 employees

Scalability Issues

Sentiment score

7.6

Check Point Infinity offers scalable flexibility, efficiently managing growth and diverse requirements for businesses of all sizes and capacities.

Sentiment score

4.6

DataRobot is scalable, integrates easily, automates processes, supports multiple models, and handles large data volumes efficiently.

The Infinity Portal lets us manage on-premises, cloud and edge environments from a single elastic console.

Chetan Bhati

Network Security Engineer at Arrow PC Network Pvt Ltd

We have not faced any issues with scalability.

Raxit Manandhar

Team Lead, Network & Security at Max international

Check Point Infinity is scalable because Check Point has a deployment ecosystem with technical support and the quality of the final information from these tools.

For more quotes and insights, download the Check Point Infinity report

PM at SECURE SOFT

No quotes available

For more quotes and insights, download the DataRobot report

Stability Issues

Sentiment score

8.5

Check Point Infinity is highly rated for stability, with mature components and minimal issues, often scoring 8-10 out of 10.

Sentiment score

7.7

DataRobot is praised for stability and reliability, with enhancements improving user satisfaction across diverse analytics scenarios.

Check Point Infinity is a very stable solution; I don't remember experiencing any downtime.

reviewer2751120

Private User at a educational organization with 5,001-10,000 employees

Check Point Infinity is very stable for our company.

K.Q

IT Support at a security firm with 51-200 employees

Check Point Infinity has achieved a 99.9% block rate on zero-day malware in the 2025 Miercom test.

Chetan Bhati

Network Security Engineer at Arrow PC Network Pvt Ltd

For more quotes and insights, download the Check Point Infinity report

No quotes available

For more quotes and insights, download the DataRobot report

Room For Improvement

Check Point Infinity suffers from slow support, high costs, unclear documentation, confusing licensing, and a cumbersome user experience.

DataRobot faces customization, integration, and performance challenges; improved AI support, transparency, and community engagement are needed.

A more guided setup process or contextual help within the dashboard would make it easier for new team members to get up to speed.

TVargas

Cloud Support at a security firm with 51-200 employees

I would recommend having more comprehensive documentation, including a guide for installation and configuration of Check Point Infinity.

Muluken Mekonene

Network Engineer at Insa

I would improve Check Point Infinity by embedding some sort of analytics that indicates which attacks are coming from specific IP addresses very often so that we can block those IP addresses.

For more quotes and insights, download the Check Point Infinity report

Advisor at Rossell Techsys (Division of Rossell India Limited)

DataRobot is a UI-based tool, which means it cannot provide all the features I might manually implement through notebooks or Python.

SagarYadav

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.

For more quotes and insights, download the DataRobot report

Senior Data Reporting Analyst at a educational organization with 1,001-5,000 employees

Setup Cost

Enterprises have mixed views on Check Point Infinity's pricing, appreciating flexibility but finding costs high for certain features.

<p>DataRobot provides scalable, cost-effective AI solutions with flexible pricing tailored to enterprise needs and usage volume.</p>

In terms of pricing, I find Check Point Infinity to be an expensive product.

For more quotes and insights, download the Check Point Infinity report

Advisor at Rossell Techsys (Division of Rossell India Limited)

The setup cost or license is very high.

TVargas

Cloud Support at a security firm with 51-200 employees

We received a relative discount for this.

Raxit Manandhar

Team Lead, Network & Security at Max international

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.

For more quotes and insights, download the DataRobot report

Senior Data Reporting Analyst at a educational organization with 1,001-5,000 employees

Valuable Features

Check Point Infinity provides centralized security management with AI-driven threat prevention, enhancing efficiency and reducing complexity across platforms.

DataRobot automates feature engineering and model testing, enhancing productivity and decision-making with user-friendly, scalable integration.

Check Point uses robust AI software to detect and recognize all cyber-attacks, giving me the ability to prevent these attacks.

For more quotes and insights, download the Check Point Infinity report

PM at SECURE SOFT

Check Point Infinity has positively impacted my organization by making everything better, including the speed of the network and the security.

reviewer2751120

Private User at a educational organization with 5,001-10,000 employees

We have seen a faster response time and reduced effort from the network and security engineers while going through logs.

Raxit Manandhar

Team Lead, Network & Security at Max international

By automating highly technical aspects like model comparison, DataRobot enhances productivity and reduces project timelines from three months to less than one month.

SagarYadav

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.

For more quotes and insights, download the DataRobot report

Senior Data Reporting Analyst at a educational organization with 1,001-5,000 employees

Categories and Ranking

Check Point Infinity

Ranking in AI Observability

11th

Average Rating

8.8

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

Advanced Threat Protection (ATP) (9th), AI-Powered Cybersecurity Platforms (7th), AI Security (4th)

DataRobot

Ranking in AI Observability

66th

Average Rating

8.2

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Predictive Analytics (5th), AI Development Platforms (15th), AIOps (15th), AI Finance & Accounting (4th)

Mindshare comparison

As of January 2026, in the AI Observability category, the mindshare of Check Point Infinity is 0.2%. The mindshare of DataRobot is 0.6%, down from 1.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.

AI Observability Market Share Distribution
Product	Market Share (%)
Check Point Infinity	0.2%
DataRobot	0.6%
Other	99.2%

AI Observability

Featured Reviews

Chetan Bhati

Network Security Engineer at Arrow PC Network Pvt Ltd

Improves daily threat prevention with real-time detection and requires better alert tuning for faster prioritization

Check Point Infinity is powerful, but there are a few areas that could improve. The learning curve for new users can be steep, especially when managing multiple modules like CloudGuard, Quantum, and Harmony together. Some alerts can be overwhelming, making it harder to prioritize without fine-tuning. While automation helps, occasional manual adjustments are still needed. Overall, it is strong, but simplifying onboarding and alert management would make it even better. Integration with third-party tools could be smoother. The reporting dashboard could be more customizable for quick insights. Performance on very large networks can sometimes slow during updates. Overall, while the platform is strong, improving user experience, alert management, and integration would make it even more efficient for daily operations.

Read full review

Automation has improved efficiency and decision-making while big data handling and transparency still need work

Senior Data Reporting Analyst at a educational organization with 1,001-5,000 employees

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.

Read full review

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Top Industries

By visitors reading reviews

Security Firm

21%

Educational Organization

10%

Computer Software Company

10%

Manufacturing Company

10%

Financial Services Firm

14%

Manufacturing Company

12%

Computer Software Company

10%

Retailer

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	40
Midsize Enterprise	9
Large Enterprise	10

No data available

Questions from the Community

What do you like most about Check Point Infinity?

Check Point Infinity's threat prevention capabilities benefitted our organization.

What needs improvement with Check Point Infinity?

Check Point Infinity could be improved with more intuitive documentation.

What is your primary use case for Check Point Infinity?

Check Point Infinity is used primarily for consolidating security across networks, including cloud and on-premise, and endpoints under one architecture. It is relied upon most for unified threat pr...

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?

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...

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Product Reports

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Check Point Infinity

January 2026

Download DataRobot product report

January 2026

Also Known As

R80, Infinity

No data available

Overview

Check Point Infinity is the only fully consolidated cyber security architecture that provides unprecedented protection against Gen V mega-cyber attacks as well as future cyber threats across all networks, endpoint, cloud and mobile. The architecture is designed to resolve the complexities of growing connectivity and inefficient security. Learn more about Check Point Infinity

Check Point Software Technologies

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.

Sample Customers

Edel AG

Harmoney, Zidisha, ONE Marketing, DonorBureau, Trupanion, Avant