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Comet vs LastPass Business comparison

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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
6.0
Comet improved productivity by reducing manual tasks, enhancing efficiency, and enabling faster project timelines through automation and collaboration.
Sentiment score
6.1
LastPass Business boosts security and efficiency, saves time, and reduces tech support needs, proving cost-effective for organizations.
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
I have seen a positive return on investment with Comet in my experiment management process, as it has definitely reduced the manual work and helped me iterate on models faster.
AI/ML Engineer at a educational organization with 501-1,000 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
It has positively impacted my company not only by saving my technical time and allowing my team to service more customers, but because of this, my company is able to save on the number of techs we need to employ.
Technical Service Specialist at PwC
I have seen a return on investment, as it has decreased the risk of lost digital assets, decreased IT management time by forty to fifty percent, and increased our security to forty-five to fifty percent.
Finance Manager at Saint-Gobain ADFORS CZ s.r.o.
It is a secured and automated way for logins and identity management, which leads to easier handling.
Senior Software Engineer at Procter & Gamble
 

Customer Service

Sentiment score
5.7
Comet's efficient customer service offers rapid responses, helpful documentation, and positive support, ensuring a seamless user experience.
Sentiment score
7.7
LastPass Business support is 24/7 but faces challenges with phone access, transition delays, and inconsistent technical assistance.
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
Customer support is very responsive, meaning they are available 24/7 and reachable through a variety of means.
Senior Software Engineer at GPA
The customer support for LastPass Business is very proactive and responsive.
Technical Service Specialist at PwC
I would recommend LastPass Business because it has improved security in my organization.
Human Resources Manager at Dow
 

Scalability Issues

Sentiment score
6.0
Comet efficiently handles scalability, accommodating increased workloads and team growth, ensuring stability and performance across varied project sizes.
Sentiment score
7.4
LastPass Business offers scalable password management with effective user permissions; however, global administration and integration need improvements.
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
I found Comet to be quite scalable for the projects I have worked on, including handling larger workloads without major issues.
AI/ML Engineer at a educational organization with 501-1,000 employees
I would say it is very scalable because it can handle my organization's growth.
Senior Software Engineer at Procter & Gamble
It can handle all the accounts and other applications of my organization.
Technical Support Engineer at Capgemini
It can be used by any size of organization, whether small, medium, or large.
Senior Software Engineer at EY
 

Stability Issues

Sentiment score
8.2
Comet is reliable and stable for ML operations, supporting multiple users with minimal issues, though limited in hyperparameter optimization.
Sentiment score
7.8
LastPass Business is stable and reliable for password management, with improved LDAP sync and occasional browser-related glitches.
Comet is stable and reliable during my usage, especially for logging metrics and tracking the experiments across different runs.
AI/ML Engineer at a educational organization with 501-1,000 employees
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
No downtime or lagging has been experienced.
Digital Marketing Manager at Nestle
I have not experienced any downtime or lagging.
Senior Software Engineer at EY
LastPass Business is very stable because I have not experienced any lagging or downtime.
Technical Support Engineer at Capgemini
 

Room For Improvement

Comet users want faster performance, better onboarding, improved customization, advanced features, tighter security, and pricing flexibility for non-technical users.
LastPass Business users seek UI, app, and extension improvements, better integration, admin features, enhanced security, and customization options.
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
The extension sometimes has a problem and gives errors when saving a new password, especially the Chrome extension.
Business Development Manager at ISC
Another great option for LastPass Business would be to periodically notify me of logins that I have saved that have not been used for 12 months and above.
Technical Service Specialist at PwC
The mobile app should be enhanced to make the app more stable for Android, especially.
Digital Marketing Manager at Nestle
 

Setup Cost

Comet offers cost-effective, flexible cloud-based pricing with seamless integration and transparent billing, eliminating hardware investment needs.
LastPass Business offers scalable and cost-effective licensing, though some users cite pricing increases and true-up process issues.
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
My experience with LastPass Business pricing, setup cost, and licensing is that it is a very cost-effective and affordable tool.
Technical Service Specialist at PwC
The experience with pricing, setup cost, and licensing has been that the price is very cost-effective.
Digital Marketing Manager at Nestle
My experience with pricing, setup cost, and licensing is that this is one of the cost-effective tools.
Senior Software Engineer at Procter & Gamble
 

Valuable Features

Comet enhances AI project management with experiment tracking, automation, dashboards, and seamless ML framework integration, boosting productivity.
LastPass Business enhances security and efficiency with password management, seamless integrations, and centralized management for streamlined user access.
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
LastPass Business has positively impacted my organization because it is very secure. It has improved our security because LastPass Business protects passwords using strong and unique passwords that are stored in an encrypted vault for maximum protection.
Technical Service Specialist at PwC
The ability to share passwords between staff when needed without them being sent by email or passed around on notes makes it much more secure.
Digital Marketing Manager at Nestle
LastPass Business has positively impacted my organization because my whole organization has been using this tool for business, and now all employees are able to monitor password strength, usage, and even access to different accounts.
Senior Software Engineer at Procter & Gamble
 

Categories and Ranking

Comet
Ranking in AIOps
10th
Average Rating
8.6
Reviews Sentiment
5.8
Number of Reviews
10
Ranking in other categories
AI Observability (12th)
LastPass Business
Ranking in AIOps
8th
Average Rating
8.0
Reviews Sentiment
6.7
Number of Reviews
22
Ranking in other categories
Single Sign-On (SSO) (7th), Enterprise Password Managers (7th)
 

Mindshare comparison

As of August 2026, in the AIOps category, the mindshare of Comet is 1.3%, up from 0.1% compared to the previous year. The mindshare of LastPass Business is 1.3%, up from 0.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AIOps Mindshare Distribution
ProductMindshare (%)
LastPass Business1.3%
Comet1.3%
Other97.4%
AIOps
 

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.
John Lewis - PeerSpot reviewer
Senior Software Engineer at EY
Centralized password vault has transformed access control and dramatically improved security
LastPass Business is a seamless password management tool. Now we use it across the company and it helps streamline the storage and retrieval of the myriad of passwords that we all encounter on the web these days, making it easy to share across accounts and help individuals get access to the passwords they need to do their jobs quickly and easily. It is a better alternative than having to remember passwords or write them down on Post-it notes, especially as most of our staff has transitioned to remote work. It solves most of our information technology and cybersecurity issues. LastPass Business does a good job of organizing passwords and making it easy to share some and not others. I have a personal and a company LastPass Business account, and it is seamless to shift between them. The website autofill integration is great and makes logging into sites a breeze. Autofill helps us log in seamlessly to various apps where we do not have to remember the password; it automatically autofills the password and we are able to log in, saving a lot of time. LastPass Business has a good structure to manage different departments' passwords and suggests strong passwords when setting up new accounts. It allows users to not have to remember the password since it is saved securely. It has a Vault that saves and stores organization-wide credentials. I love that because it is very secure and saves time from having to ask a coworker for their logging information. We are able to share that information and remotely collaborate easily. It has increased our security by 40 to 55 percent because LastPass Business has a Vault that saves and stores organization-wide credentials where it is very secure and easy to access. It saves time from having to ask a coworker for their logging information, takes the stress out of worrying about internet security and related threats, and helps make the onboarding and offboarding process easier for the HR and OPS teams with little concern for employees changing logins and little to no worry about data breaches and other security issues. Since we deployed it, we do not have to waste time logging into multiple apps in my organization. It makes it very easy for new hires to be able to log in to multiple apps within LastPass Business, saving a lot of time. LastPass Business is deployed in my organization as a Hybrid Cloud.
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Top Industries

By visitors reading reviews
Energy/Utilities Company
13%
Manufacturing Company
12%
Construction Company
11%
Financial Services Firm
10%
Manufacturing Company
12%
Financial Services Firm
12%
Outsourcing Company
7%
Comms Service Provider
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business12
Midsize Enterprise4
Large Enterprise4
By reviewers
Company SizeCount
Small Business8
Large Enterprise17
 

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 LastPass Enterprise?
My experience with pricing, setup cost, and licensing is that it is a very cost-effective and affordable tool.
What needs improvement with LastPass Enterprise?
LastPass Business can be improved by making the user log section much clearer and having more accurate options. An improvement needed is to add an option in the settings that automatically changes ...
What is your primary use case for LastPass Enterprise?
My main use case for LastPass Business is that it is being used across the whole organization, helping us by unifying and centralizing password management for all our users. With users having more ...
 

Also Known As

Comet for SageMaker Partner AI Apps
LastPass Enterprise, Lastpasss Teams
 

Overview

 

Sample Customers

Information Not Available
Deakin University, Duke University, Code.org, Influitive, PeopleKeys, SMA Technologies, Skynamo
Find out what your peers are saying about Comet vs. LastPass Business and other solutions. Updated: August 2026.
911,493 professionals have used our research since 2012.