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AWS Auto Scaling vs Mezmo 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:
 

Categories and Ranking

AWS Auto Scaling
Ranking in Application Performance Monitoring (APM) and Observability
14th
Average Rating
8.8
Reviews Sentiment
7.0
Number of Reviews
21
Ranking in other categories
No ranking in other categories
Mezmo
Ranking in Application Performance Monitoring (APM) and Observability
75th
Average Rating
9.0
Number of Reviews
2
Ranking in other categories
Log Management (50th), Observability Pipeline Software (7th)
 

Mindshare comparison

As of October 2025, in the Application Performance Monitoring (APM) and Observability category, the mindshare of AWS Auto Scaling is 0.3%, up from 0.1% compared to the previous year. The mindshare of Mezmo is 0.3%, up from 0.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Application Performance Monitoring (APM) and Observability Market Share Distribution
ProductMarket Share (%)
AWS Auto Scaling0.3%
Mezmo0.3%
Other99.4%
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

Mbula Mboma - PeerSpot reviewer
Boosts deployment efficiency with seamless automatic scaling capabilities
My primary use case for Auto Scaling is mainly to deploy applications at scale Auto Scaling has made the deployment of applications more efficient, allowing us to manage traffic and maintain performance as user counts increase. Auto Scaling is a cool feature that works well and its automatic…
TO
It consolidates all logs into one place and provides required features and functionalities
Every once in a while, our IBM cloud operational implementation gets behind. Sometimes, when we have a customer event, we do not get access to the latest logs for about 30 minutes, particularly for the sites that are heavily utilized. This is clearly not good. It is impossible to do RCA when you can't look at the logs that pertain to the time period in which the event occurred. It could be more of an operational problem than a feature problem. I don't have visibility about whether it is a LogDNA issue or just an operational issue.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"I would highly recommend Auto Scaling to others because it is a fantastic feature that simplifies scaling processes and makes deployment efficient."
"The good thing about Autoscaling is that it provides the capacity to minimize downtime. So, it gives you the assurance of stability and robustness within your system."
"The health check integration feature ensures that the instances are healthy and capable of absorbing traffic, thus serving their purpose effectively."
"The product provides self-healing features."
"The setup is not very complex."
"AWS Auto Scaling is very good for managing traffic and creating new instances when necessary."
"It helps us to reduce the cost."
"AWS Auto Scaling is very good for managing traffic and creating new instances when necessary."
"LogDNA consolidates all logs into one place, which is super valuable."
"The solution aggregates all event streams, so that if there are any issues, it's all in the same interface."
 

Cons

"The speed of the solution must be improved."
"It is sometimes very critical to deploy on AWS since some servers are already running in the background. There are challenges for employees on how to deploy at a given time."
"Setting up the configuration involves too much work for the cloud engineer, like configuring the ALB, the target group, and all the steps."
"It requires a downtime before deploying the Auto Scaling group."
"The tool's stability could be improved."
"It could be cheaper."
"Flexibility in configuring the workload is missing in AWS Auto Scaling."
"The product’s pricing needs improvement."
"No ability to encapsulate a query or a filter, and communicate or share that among the team."
"Every once in a while, our IBM cloud operational implementation gets behind. Sometimes, when we have a customer event, we do not get access to the latest logs for about 30 minutes, particularly for the sites that are heavily utilized. This is clearly not good. It is impossible to RCA when you can't look at the logs that pertain to the time period in which the event occurred. It could be more of an operational problem than a feature problem. I don't have visibility about whether it is a LogDNA issue or just an operational issue."
 

Pricing and Cost Advice

"The pricing is good. I have not had any customers that have complained about the price."
"The product is expensive."
"AWS Auto Scaling's price is high."
"AWS Auto Scaling is an expensive solution."
"The product has moderate pricing."
"AWS Auto Scaling is a pay-per-use and pay-as-you-use service."
"AWS Auto Scaling is a cheap solution."
Information not available
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Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business11
Midsize Enterprise2
Large Enterprise11
No data available
 

Questions from the Community

What do you like most about AWS Auto Scaling?
The tool's most valuable feature is vertical auto-scaling, which is easy to use. However, most companies now prefer horizontal scaling. I set up the health check integration to monitor CPU usage. W...
What is your experience regarding pricing and costs for AWS Auto Scaling?
The pricing of Auto Scaling is medium range, neither high nor low.
What needs improvement with AWS Auto Scaling?
It is sometimes very critical to deploy on AWS since some servers are already running in the background. There are challenges for employees on how to deploy at a given time. It requires a downtime ...
Ask a question
Earn 20 points
 

Also Known As

AWS Auto-Scaling
LogDNA
 

Overview

 

Sample Customers

Expedia, Intuit, Royal Dutch Shell, Brooks Brothers
Instacart, Asics, Lime, Salesforce
Find out what your peers are saying about AWS Auto Scaling vs. Mezmo and other solutions. Updated: September 2025.
869,566 professionals have used our research since 2012.