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Comet vs Fortinet FortiSIEM 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
5.8
Comet's automation reduced manual tasks, improved productivity, enhanced tracking, and saved users 10-40% time on projects.
Sentiment score
5.1
Fortinet FortiSIEM delivers security improvements and customer satisfaction, leading to positive financial outcomes despite no explicit ROI measurement.
I estimate I spend around thirty to forty percent less time organizing and comparing experiment results compared to manual tracking.
student at a university with 5,001-10,000 employees
Comet's return on investment is evident through significant time reduction, which is the most crucial factor I have observed.
Senior Data Scientist at Evolvision Technologies
 

Customer Service

Sentiment score
6.1
Comet's customer service is highly rated for responsive support, clear guidance, and effective technical assistance with integration issues.
Sentiment score
7.7
Fortinet FortiSIEM's customer service is seen as professional but has mixed reviews on response times and support accessibility.
Comet's help center contributes significantly to building the AI-powered solution smoothly and rapidly.
Senior Data Scientist at Evolvision Technologies
I have reached out to the technical support of Comet via email only and it worked well.
Senior Data Scientist at Evolvision Technologies
I was able to troubleshoot all the issues with the online discussion forums.
student at a university with 5,001-10,000 employees
Local tech support is available, however, for more critical or technical issues, we depend on the OEM directly, especially when it comes to on-prem solutions.
IT Solutions Product Manager at a computer software company with 11-50 employees
There is a knowledgeable, though small, team of support engineers around the world.
Network Engineer at Laminar Communications Pty Ltd
They take some time to respond because they need logs and investigations, which delays the response time.
Network Engineer at Ogma Consulting
 

Scalability Issues

Sentiment score
5.9
Comet efficiently manages user growth and tasks, ensuring stability and organization, with minor slowdowns in high workload scenarios.
Sentiment score
7.6
Fortinet FortiSIEM scales well, accommodating different business sizes but faces challenges with licensing, architecture, and configuration complexities.
Comet's scalability is excellent, as it can generate customized user-to-user browsers.
Senior Data Scientist at Evolvision Technologies
Overall, I would say Comet scales very well for academic to mid-sized machine learning projects, and it remains usable.
student at a university with 5,001-10,000 employees
Comet's scalability is limited for me since I usually do only one task, and when I overload Perplexity, I hit the limit very quickly.
Automation Engineer at a tech services company with 501-1,000 employees
At any point in time, when network devices increase or there is a change in the infrastructure, we can add more workers and collectors to expand our infrastructure setup.
IT Solutions Product Manager at a computer software company with 11-50 employees
Fortinet FortiSIEM is highly scalable.
Network Engineer at Laminar Communications Pty Ltd
Fortinet FortiSIEM is easy to scale.
Network Engineer at Ogma Consulting
 

Stability Issues

Sentiment score
8.1
Comet offers stability and reliability for machine learning workflows, efficiently handling experiment tracking, collaboration, and scaling with minimal issues.
Sentiment score
6.2
Fortinet FortiSIEM is reliable and stable, handling updates well, with users rating its performance highly despite occasional bugs.
Many times we need to look out for different high parameterized fine-tuned models and we need to have high capabilities of browsing scenarios as well, and that is where it is lagging.
Senior Data Scientist at Evolvision Technologies
It stabilizes itself in an appropriate time, so its uptime is good.
IT Solutions Product Manager at a computer software company with 11-50 employees
These issues may cause unusual errors and user interface issues.
Network Engineer at Laminar Communications Pty Ltd
Some stability issues occur, but Fortinet's technical support team provides assistance.
Network Engineer at Ogma Consulting
 

Room For Improvement

Comet requires UI improvements, faster performance, stronger security, better integrations, enhanced learning resources, and more competitive pricing.
Fortinet FortiSIEM needs improvements in integration, user interface, support, cost, and features like AI and automated responses.
It needs to be smarter, utilizing better AI engines to combine data from various sources, and improve the intelligence of its answers, creativity, and document creation capabilities.
Manager & Co-Founder at Arido
Comet can be improved by being more stable and providing security features similar to Brave.
Cloud Operations Engineer at a tech vendor with 51-200 employees
Comet needs smarter algorithms to understand user inquiries and provide better reasoning steps.
Senior Data Scientist at Evolvision Technologies
Recently, they revised it to a subscription-based, all-inclusive license.
IT Solutions Product Manager at a computer software company with 11-50 employees
The built-in APIs in Fortinet FortiSIEM are somewhat lacking and could be improved for better integration with external ITSM products.
Network Engineer at Laminar Communications Pty Ltd
Fortinet FortiSIEM should broaden its remediation part to include more features for incident management.
Network Engineer at Ogma Consulting
 

Setup Cost

Comet provides affordable, scalable cloud-based pricing on AWS Marketplace, with unlimited team support and straightforward subscription plans.
Fortinet FortiSIEM provides flexible pricing that can be cost-effective, but costs may increase with additional modules and scalability.
I found it easy to understand the pricing and subscription models for faster integration.
Senior Data Scientist at Evolvision Technologies
My experience with pricing, setup cost, and licensing is that I am using Perplexity, the pro version, which is connected to Comet, and together they provide me with very good results at a cost of only twenty dollars, which is acceptable to me.
Automation Engineer at a tech services company with 501-1,000 employees
Setting it up for oneself as an enterprise-licensed product can be quite expensive.
Network Engineer at Laminar Communications Pty Ltd
Windows agent licenses cost around 3,000 Rupees per device per year.
Network Engineer at Ogma Consulting
The revised model is subscription-based and more flexible.
IT Solutions Product Manager at a computer software company with 11-50 employees
 

Valuable Features

Comet offers experiment tracking, AI task automation, and collaboration tools, enhancing productivity and reducing manual efforts in ML projects.
Fortinet FortiSIEM provides automation, analytics, and integration with a user-friendly interface for efficient threat detection and network monitoring.
The feature that keeps tabs open is great because they are updated and still on the same page where I left off, which is super helpful, allowing me to quickly return to what I was working on.
Manager & Co-Founder at Arido
It has transformed the workflow because fewer people are needed for some tasks, and the automation of tasks means that not much human effort is required.
Cloud Operations Engineer at a tech vendor with 51-200 employees
This setup significantly reduces task efficiency in high latency scenarios, providing dynamic websites, faster responses, quicker solutions, and smoother searches compared to typical browsing methods.
Senior Data Scientist at Evolvision Technologies
It provides extensive logging and record-keeping for internal networks, cloud applications, and services as well as perimeter physical network security.
Network Engineer at Laminar Communications Pty Ltd
I find the real-time monitoring and correlation capabilities effective for security alerts.
Network Engineer at Ogma Consulting
 

Categories and Ranking

Comet
Ranking in AI Observability
12th
Average Rating
8.6
Reviews Sentiment
5.9
Number of Reviews
9
Ranking in other categories
AIOps (10th)
Fortinet FortiSIEM
Ranking in AI Observability
15th
Average Rating
7.6
Reviews Sentiment
6.2
Number of Reviews
75
Ranking in other categories
Security Information and Event Management (SIEM) (13th)
 

Mindshare comparison

As of August 2026, in the AI Observability category, the mindshare of Comet is 0.8%, up from 0.1% compared to the previous year. The mindshare of Fortinet FortiSIEM is 1.2%, up from 0.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Observability Mindshare Distribution
ProductMindshare (%)
Comet0.8%
Fortinet FortiSIEM1.2%
Other98.0%
AI Observability
 

Featured Reviews

reviewer2827170 - PeerSpot reviewer
student at a university with 5,001-10,000 employees
Organizing research experiments has improved and supports faster model comparison and learning
My experience with Comet has been very positive, but there are a few areas where it could be improved. One area is the learning curve for new users. Some of the more advanced features can feel overwhelming at first, especially for students who are new to machine learning experiment tracking. More beginner-friendly tutorials and guided onboarding would help. I would also like to see more customization options for dashboards and visualizations, making it easier to create views tailored to specific projects. Another improvement would be deeper integration with commonly used collaboration tools, which would streamline project documentation and team workflows. There are a few additional areas where Comet could improve. From a performance perspective, I occasionally notice that dashboards with a large number of experiments can take longer to load or navigate. Regarding documentation, while the available resources are helpful, I would appreciate more beginner-focused examples, step-by-step tutorials, and real-world use cases. For support, my experience has generally been good, but having more community resources, discussion forums, webinars, or educational content specifically aimed at students and researchers would be valuable.
SY
Network Engineer at Ogma Consulting
Comprehensive monitoring boosts security, yet incident management features need expansion
Fortinet FortiSIEM should broaden its remediation part to include more features for incident management. Currently, to manage repetitive incidents or for remediation, I need to use a separate software called FortiSOAR. Additionally, the search functionality in FortiAI should be improved to provide more precise results, making it easier for me to understand what actions need to be taken.
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Top Industries

By visitors reading reviews
Energy/Utilities Company
14%
Manufacturing Company
13%
Construction Company
12%
Financial Services Firm
10%
Comms Service Provider
10%
Financial Services Firm
9%
Construction Company
9%
Manufacturing Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business12
Midsize Enterprise3
Large Enterprise4
By reviewers
Company SizeCount
Small Business34
Midsize Enterprise22
Large Enterprise24
 

Questions from the Community

What needs improvement with Comet for SageMaker Partner AI Apps?
I would not say there are downsides. Basically, I want to integrate multiple tools altogether within Comet into my services. However, MCPs was not being integrated currently inside Comet. If any MC...
What is your primary use case for Comet for SageMaker Partner AI Apps?
We potentially utilize Comet for web browsing and AI-based web browsing on Comet scenarios to handle all the kinds of activities that we usually do on web services. We have utilized this to make ea...
What is your experience regarding pricing and costs for Comet?
My experience with pricing, setup cost, and licensing is that I am using Perplexity, the pro version, which is connected to Comet, and together they provide me with very good results at a cost of o...
What is your experience regarding pricing and costs for Fortinet FortiSIEM?
My experience with pricing, setup cost, and licensing for Fortinet FortiSIEM is wonderful, as it offers an excellent license compared to other vendors.
What needs improvement with Fortinet FortiSIEM?
Fortinet FortiSIEM is great overall. Performance could be enhanced, but I do not wish to elaborate on needed improvements.
What is your primary use case for Fortinet FortiSIEM?
My main use case for Fortinet FortiSIEM is building a SOC and serving as an event management platform for correlating events in my work. I use Fortinet FortiSIEM for event correlation by building a...
 

Also Known As

Comet for SageMaker Partner AI Apps
FortiSIEM, AccelOps
 

Overview

 

Sample Customers

Information Not Available
FortiSIEM has hundreds of customers worldwide in markets including managed services, technology, financial services, healthcare, and government. Customers include Aruba Networks, Compushare, Port of San Diego, Cleveland Indians, Infoblox, Healthways, and Referentia.
Find out what your peers are saying about Comet vs. Fortinet FortiSIEM and other solutions. Updated: June 2026.
909,725 professionals have used our research since 2012.