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Comet vs PagerDuty Operations Cloud comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Apr 5, 2026

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
6.6
Comet boosts productivity by automating tasks, reducing manual labor, saving time, and enhancing focus on analysis and improvements.
Sentiment score
6.5
PagerDuty Operations Cloud boosts efficiency by reducing costs, MTTR, downtime, and stress while enhancing uptime, alert accuracy, and customer satisfaction.
Comet's return on investment is evident through significant time reduction, which is the most crucial factor I have observed.
Senior Data Scientist at a consultancy with 1-10 employees
While that is not a significant improvement, it has helped me with summarizing and drafting emails.
AI/ML Engineer
The escalation was not possible at all before, which led to the L1 team being under too much stress.
Software Developer at Webspruce
The alert reduction feature has greatly impacted our ability to prevent costly incidents, as we can accurately respond to alerts with the help of autonomous AI agents, which reduces erroneous notifications.
Senior Dev Ops Engineer at Scaler Academy
The automated system efficiently monitors the infrastructure and notifies us about problems, benefiting both our customers and the bank's reputation.
Senior Business Application Analyst (Product Team) at Kotak Mahindra Bank
 

Customer Service

Sentiment score
5.9
Comet's responsive support and resources ensure swift, effective assistance, even though infrequently needed due to platform quality.
Sentiment score
7.8
PagerDuty Operations Cloud is reliable and responsive, though some users note noise and complexity issues impacting usability.
Comet's help center contributes significantly to building the AI-powered solution smoothly and rapidly.
Senior Data Scientist at a consultancy with 1-10 employees
we have never had an issue when reaching out to someone in customer service
Senior Cloud Operations Engineer at IMO Health
They understand our concerns and are willing to implement solutions that integrate into PagerDuty Operations Cloud effectively.
Senior SRE at IBM
I received good responses from PagerDuty Operations Cloud, and they provide informative assistance when required.
Network Operations Center Engineer at HTC Global Inc
 

Scalability Issues

Sentiment score
6.1
Comet scales effectively, managing growth and workloads, supporting large datasets, numerous runs, and offering customized team solutions efficiently.
Sentiment score
7.3
PagerDuty Operations Cloud excels in scalability, easily adapting to team growth, workload management, and seamless integration across companies.
Comet's scalability is excellent, as it can generate customized user-to-user browsers.
Senior Data Scientist at a consultancy with 1-10 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 MyDubai.io
Scalability for PagerDuty Operations Cloud is excellent, and I rate it at 9.9.
Network Operations Center Engineer at HTC Global Inc
The product was highly scalable, with no limits on the number of applications or event routing rules.
Sr Director - Global Support APJ at HashiCorp
The scalability of PagerDuty Operations Cloud is very good, and it can handle increasing traffic as our organization expands without any issues.
Senior Business Application Analyst (Product Team) at Kotak Mahindra Bank
 

Stability Issues

Sentiment score
8.3
Comet is highly stable and reliable, with excellent performance and no significant issues, enhancing users' daily workflows efficiently.
Sentiment score
8.4
PagerDuty offers reliable operations management with minimal downtime, automated alerts, and adaptability across industries, ensuring seamless enterprise performance.
We have never experienced any downtime or latency issues from PagerDuty Operations Cloud.
Senior Consultant at a consultancy with 10,001+ employees
It never breaks down for us, and considering I have devoted 20 years of my career to IT infrastructure operations, where everything typically breaks down, including Jira and ServiceNow, it is impressive to say that PagerDuty Operations Cloud has not caused disruptions.
CSO C Apac at Autodesk, Inc.
PagerDuty Operations Cloud is definitely stable, providing faster incident management and making managing our on-call roster easy along with effective escalation and notification channels.
Senior SRE at IBM
 

Room For Improvement

Comet needs better integration, smarter algorithms, improved UI, enhanced security, and simplified onboarding to increase user productivity.
PagerDuty Operations Cloud struggles with costs, integration, user interface, security, alert noise, scheduling, and pricing challenges.
There are vulnerabilities to prompt injection attacks, and the AI can be tricked into leaking data or acting harmfully.
AI/ML Engineer
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
It would be useful to have a way to define all configurations in code that is similar to how Terraform operates.
Sr Director - Global Support APJ at HashiCorp
With many new members, they need training to set up runbook workflows, event orchestration, and manage complex on-call schedules across 23 services, making it a challenge for new users.
Senior SRE at IBM
Additionally, I think a sandbox mode would be helpful for new team members, allowing us to guide them in simulating alerts, performing escalation policies, and creating PagerDuty Operations Cloud channels.
Dev Ops Engineer | Cloud Cost Optimization at HCLSoftware
 

Setup Cost

Comet offers straightforward, cost-effective pricing with flexible licensing and seamless AWS Marketplace integration, supporting unlimited team members.
PagerDuty Operations Cloud can be costly as user numbers grow, but offers valuable features and support justifying its price.
I found it easy to understand the pricing and subscription models for faster integration.
Senior Data Scientist at a consultancy with 1-10 employees
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 MyDubai.io
My experience with pricing, setup cost, and licensing is that it was all free.
AI/ML Engineer
I had around seven users part of it for a base pricing of around $450 per user, primarily for custom workflows and the ITSM part.
Senior SRE at IBM
We have been using PagerDuty Operations Cloud for several years, so our pricing and cost have definitely increased over time, especially as we have hired additional engineers.
Senior Cloud Operations Engineer at IMO Health
I hear from my manager that the pricing is very high for PagerDuty Operations Cloud, and only a few of us have the main business tier accounts.
Dev Ops Engineer | Cloud Cost Optimization at HCLSoftware
 

Valuable Features

Comet enhances experiment tracking and automation, providing integration, collaboration, and efficient data analysis with visual tools and metrics.
PagerDuty Operations Cloud streamlines incident management with AI, automation, integrations, and user-friendly features, enhancing efficiency and responsiveness.
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 a consultancy with 1-10 employees
It integrates with multiple applications and is highly customizable, with policies, escalation procedures, and an event routing tool that ensures contacting the right person.
Sr Director - Global Support APJ at HashiCorp
In addition to those features, I also find the integration and reporting aspects of PagerDuty Operations Cloud valuable, as it records all triggered calls and incidents, enabling us to analyze patterns and identify the times when systems go down, thus assisting us in understanding and addressing the underlying causes.
Senior Business Application Analyst (Product Team) at Kotak Mahindra Bank
Before, setting up everything was very difficult. Now, we don't have to think about it. We can simply set it up in PagerDuty and it works.
Software Developer at Webspruce
 

Categories and Ranking

Comet
Ranking in AIOps
16th
Average Rating
8.4
Reviews Sentiment
6.0
Number of Reviews
6
Ranking in other categories
AI Observability (22nd)
PagerDuty Operations Cloud
Ranking in AIOps
6th
Average Rating
8.8
Reviews Sentiment
7.0
Number of Reviews
55
Ranking in other categories
Process Automation (5th), IT Alerting and Incident Management (1st), Critical Event Management (CEM) (1st), Autonomous Operational Resilience (4th)
 

Mindshare comparison

As of April 2026, in the AIOps category, the mindshare of Comet is 0.8%, up from 0.0% compared to the previous year. The mindshare of PagerDuty Operations Cloud is 2.3%, up from 0.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AIOps Mindshare Distribution
ProductMindshare (%)
PagerDuty Operations Cloud2.3%
Comet0.8%
Other96.9%
AIOps
 

Featured Reviews

Kevin Shah - PeerSpot reviewer
Senior Data Scientist at a consultancy with 1-10 employees
AI browser automation has transformed my research, shopping, and ticket booking workflows
Comet's best features include its smart response system that acts intelligently on whatever questions are asked and conducts global research on the browser. It serves as a personal assistant for users, focusing on how searches, specific data targets, calendar functionalities, Gmail activities, preferred languages, and relevant searches function within Comet. 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. It serves as an AI assistant or personal assistant for the browser, understanding context on web pages and delivering correct solutions, summaries, and explanations. Additionally, I can effectively engage in shopping by identifying booking options, comparing multiple platforms for cheaper prices, and obtaining ticket bookings and train bookings, all through the browser instead of searching through numerous platforms. Comet's smart researching and the ability to find cheaper prices in shopping and ticket booking are the features I personally find most useful in my day-to-day work, making my tasks easier and more efficient. Comet excels in web browser functionalities, particularly as an AI web browser. As an AI tech lead, I have experienced positive impacts from Comet in my organization by facilitating many client researches related to LLM, AI, and agentic automations. Comet behaves effectively in researching different platforms such as LinkedIn, Kaggle, Indeed, Naukri.com, and even other tools such as Malt for identifying potential clients suitable for our projects and tasks.
NS
Senior SRE at IBM
Automated incident workflows have transformed on-call operations and improved response times
Since I host our internal services, I want more customization relating to our specific use case. The needed improvements include the configuration process, as new team members face a steep learning curve to understand the platform. With many new members, they need training to set up runbook workflows, event orchestration, and manage complex on-call schedules across 23 services, making it a challenge for new users. Additionally, I feel the web interface requires improvements. I would rate PagerDuty Operations Cloud as eight out of ten because the cons include a complex configuration process and high costs for each add-on that I try to obtain, making subscriptions costly, along with limited customization in certain incident workflows. The primary reasons for rating it an eight include the complex configuration which makes it challenging for new users, as well as their difficulty in setting up advanced runbook workflows and managing complex on-call setups. The web user interface also requires improvement. Although I receive alerts via the mobile app, which is beneficial for handling schedule maintenance, the same features should be added to the web interface. Customization issues persist, such as the inability to clone entire schedules as part of the workflows, and I want to keep incidents open for a specified duration, neither of which I can currently customize. Thus, I raised a ticket with PagerDuty Operations Cloud to address these concerns. Furthermore, the cost is high, making it one of the more expensive incident management solutions.
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Top Industries

By visitors reading reviews
No data available
Performing Arts
15%
Financial Services Firm
14%
Educational Organization
8%
Manufacturing Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business6
Midsize Enterprise2
Large Enterprise2
By reviewers
Company SizeCount
Small Business16
Midsize Enterprise16
Large Enterprise37
 

Questions from the Community

What needs improvement with Comet for SageMaker Partner AI Apps?
It is all about productivity; I wish Comet could be even more productive, becoming a personal agent for me, something personalized that understands my computer files. Of course, it needs to be stro...
What is your primary use case for Comet for SageMaker Partner AI Apps?
I use Comet for everything, and while I also use another browser focused on privacy, I prefer Comet because it has an assistant that is very interesting. When I open a new tab, instead of typing Go...
What is your experience regarding pricing and costs for Comet?
My experience with pricing and licensing for Comet was very straightforward. Since we purchased it through the AWS Marketplace, the subscription and billing are clear and easy to manage. Additional...
What is your experience regarding pricing and costs for PagerDuty?
My experience with pricing, setup cost, and licensing for PagerDuty Operations Cloud is good and easy to understand.
What needs improvement with PagerDuty?
Using GenAI, PagerDuty Operations Cloud can be very much helpful. If the noise of alerting can be reduced, that is something which I believe was impacting so much. That is one of the things I reall...
What is your primary use case for PagerDuty?
My main use case of PagerDuty Operations Cloud is in incident management . If there was any issue that occurred, I used to be the point of contact to resolve that particular issue, and in some case...
 

Also Known As

Comet for SageMaker Partner AI Apps
No data available
 

Overview

 

Sample Customers

Information Not Available
40% of the Fortune 100 TrustPagerDuty. Customers include: Slack, Intuit, Zendesk, Panasonic, Pinterest, Airbnb, eHarmony, McKesson, Comcast
Find out what your peers are saying about Comet vs. PagerDuty Operations Cloud and other solutions. Updated: March 2026.
886,719 professionals have used our research since 2012.