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Comet vs LastPass Business 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
6.2
Comet increased productivity by automating tasks, saving time, improving efficiency, and reducing workload, enhancing workflow and collaboration.
Sentiment score
6.1
LastPass Business boosts security and efficiency, saves time, and reduces tech support needs, proving cost-effective for organizations.
The biggest return on investment of Comet comes from improved reproducibility.
ML Engineer at a energy/utilities company with 51-200 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 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
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 customer service is praised for responsiveness, technical support, and user-friendly guidance, ensuring a smooth user experience.
Sentiment score
7.7
LastPass Business support is 24/7 but faces challenges with phone access, transition delays, and inconsistent technical assistance.
For advanced configurations, our support interactions were very responsive and technically helpful.
ML Engineer at a energy/utilities company with 51-200 employees
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
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
5.9
Comet scales experiments efficiently, managing increased workloads and models with stable performance and reliable visibility across projects.
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 a consultancy with 1-10 employees
Comet is continuously able to organize runs efficiently and maintain visibility across projects, which becomes very important when we are scaling as an AI team.
ML Engineer at a energy/utilities company with 51-200 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
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 ensures stable, reliable performance for tracking experiments, managing workloads, and supporting multiple users without issues.
Sentiment score
7.8
LastPass Business is stable and reliable for password management, with improved LDAP sync and occasional browser-related glitches.
Comet has been very stable in our experience, and with experiment logging, dashboard visualization, and model tracking workflows, it performs reliably even during large training workloads.
ML Engineer at a energy/utilities company with 51-200 employees
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 seek enhanced speed, AI integration, customization, and stability, prioritizing security, scalability, interface intuitiveness, and pricing concerns.
LastPass Business users seek UI, app, and extension improvements, better integration, admin features, enhanced security, and customization options.
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
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 straightforward pricing with cost-effective cloud solutions, flexible licensing, and seamless integration via AWS Marketplace.
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 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
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 boosts productivity with centralized experiment tracking, AI assistance, and integrations, streamlining metrics, debugging, and model evaluation.
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 a consultancy with 1-10 employees
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
14th
Average Rating
8.4
Reviews Sentiment
5.9
Number of Reviews
8
Ranking in other categories
AI Observability (14th)
LastPass Business
Ranking in AIOps
7th
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 May 2026, in the AIOps category, the mindshare of Comet is 1.0%, up from 0.0% compared to the previous year. The mindshare of LastPass Business is 1.1%, up from 0.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AIOps Mindshare Distribution
ProductMindshare (%)
LastPass Business1.1%
Comet1.0%
Other97.9%
AIOps
 

Featured Reviews

reviewer2818368 - PeerSpot reviewer
ML Engineer at a energy/utilities company with 51-200 employees
Centralized experiment tracking has improved reproducibility and collaboration across teams
Comet is a very powerful tool for experiment tracking and MLOps workflows, but the platform is somewhat complex for teams that are not initially familiar with the structured practices that have to be followed in MLOps. Understanding experiment organization, integrations, and tracking workflows requires some onboarding. Pricing is one of the major challenges that Comet is facing. As our organization has increased and many users and experiment tracking requirements have increased, the platform cost can increase very quickly. The platform delivers very strong value when the users have increased or experiment tracking has increased extensively. However, as the ML workload increases, the cost also increases very quickly. Smaller teams running a limited number of ML experiments may not be able to fully utilize its capabilities as a whole. Comet has good integration capabilities with popular ML frameworks, and the integration is very strong. While using some customized pipelines, we need to have some manual configuration, and some effort is needed in that area. The slight learning curve for teams that are unfamiliar with structured MLOps practices could have some improvement in that area. Some integrations with customized pipelines still require a lot of manual effort, which is one area that Comet could improve in. Pricing initially seemed very high compared to other open-source experiment tracking tools. However, once we integrated the platform into our workflows, the productivity improvements justified the investment.
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
18%
Financial Services Firm
13%
Construction Company
11%
Comms Service Provider
8%
Financial Services Firm
11%
Manufacturing Company
10%
Comms Service Provider
8%
University
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business10
Midsize Enterprise3
Large Enterprise3
By reviewers
Company SizeCount
Small Business8
Large Enterprise17
 

Questions from the Community

What needs improvement with Comet for SageMaker Partner AI Apps?
The agent technology hallucinates frequently, so it can give me wrong summaries or decisions and misinterpret some information. I believe it is not fully developed; however, for small tasks such as...
What is your primary use case for Comet for SageMaker Partner AI Apps?
I use Comet for summarizing articles and videos and getting PDFs instantly to draft emails and plan trips. I extract insights, which is the primary function I use Comet for most of the time. My end...
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: April 2026.
896,298 professionals have used our research since 2012.