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AWS Auto Scaling vs Chronosphere 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
40th
Average Rating
8.8
Reviews Sentiment
6.6
Number of Reviews
22
Ranking in other categories
No ranking in other categories
Chronosphere
Ranking in Application Performance Monitoring (APM) and Observability
35th
Average Rating
8.6
Reviews Sentiment
6.6
Number of Reviews
2
Ranking in other categories
Log Management (35th), AIOps (20th)
 

Mindshare comparison

As of August 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of AWS Auto Scaling is 0.5%, up from 0.2% compared to the previous year. The mindshare of Chronosphere is 0.7%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Application Performance Monitoring (APM) and Observability Mindshare Distribution
ProductMindshare (%)
Chronosphere0.7%
AWS Auto Scaling0.5%
Other98.8%
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

Ishaka Michael Efe - PeerSpot reviewer
DevOps Engineer Intern at HNG Tech
Automation has simplified traffic management and improved workload efficiency
I'm not really sure what improvements I would want to see in AWS Auto Scaling because I haven't really used it extensively or explored most of it. To the extent that I've used it so far, I think it is very good. I can't really say for certain what should be improved because I haven't really explored it a lot. However, what I've been using it for has been very good. If there could be training for AWS Auto Scaling, that would be fine. If you could add more training on how to use it correctly and on the functions that I haven't used before or some people have not really used before, that would help. If there could be more documentation and training on it, that would be beneficial.
Karthik Doreswamy - PeerSpot reviewer
Dev Ops Engineer at a tech services company with 11-50 employees
Centralized monitoring has unified alerts and dashboards for critical cloud applications
We can improve a bit of UI aspects. The UI could be made more user friendly. Sometimes when identifying the specific logs patterns and identifying what metrics and what logs are coming in, going to a specific log explorer and finding it there is a little difficult. It would be very useful if we could group according to projects and have that UI a little more user friendly. The user interface part was a bit confusing in the beginning. To make it better, I believe we would need some more open sourced or freely available courses on Chronosphere which would help us understand the platform a bit more. The team provides detailed walkthroughs whenever you get into that. However, it would be better if we could have proper video sessions or documentation which would help us understand the tool a bit more.

Quotes from Members

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

Pros

"It is a stable platform."
"I would highly recommend Auto Scaling to others because it is a fantastic feature that simplifies scaling processes and makes deployment efficient."
"AWS Auto Scaling is very good for managing traffic and creating new instances when necessary."
"It efficiently handles traffic, ensuring we are not running expenses and the infrastructure is strong enough to handle the load."
"It helps us to reduce the cost."
"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. When it reaches seventy percent, it sends me an email notification."
"The most valuable feature of the solution is that it scales automatically without manual intervention based on the metrics we provide."
"AWS Auto Scaling is cost-effective and very useful for businesses."
"The alerting features are good"
"Integrating Chronosphere was pretty much easy coming from an open source tool and it helped us to streamline our monitoring and alerting setup across our organization, which directly impacted on the streamlining of the process as well as reducing errors and also keeping our environment uptime to a greater extent by those alerts and quick responses."
 

Cons

"The product could add more features for managing instances."
"The billing and cost optimization of the solution could be improved."
"The solution must improve automation."
"Setting up the configuration involves too much work for the cloud engineer, like configuring the ALB, the target group, and all the steps."
"The solution's infrastructure scalability and elasticity could be improved."
"The product’s security features need improvement."
"The setup can be a bit complex in some situations."
"It could be cheaper."
"Sometimes when identifying the specific logs patterns and identifying what metrics and what logs are coming in, going to a specific log explorer and finding it there is a little difficult."
"It's not easy for everyone."
 

Pricing and Cost Advice

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

By visitors reading reviews
Construction Company
17%
Educational Organization
13%
Outsourcing Company
11%
Financial Services Firm
9%
Transportation Company
13%
Construction Company
13%
Financial Services Firm
9%
Manufacturing Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise2
Large Enterprise12
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for AWS Auto Scaling?
I'm not sure about the pricing aspect of AWS Auto Scaling or the cost of it.
What needs improvement with AWS Auto Scaling?
AWS Auto Scaling can be improved in many ways, such as providing better visibility into scaling decisions and clarifying why exactly scaling happens. Sometimes, I am not sure why scaling occurs. Ea...
What is your primary use case for AWS Auto Scaling?
My main use case for AWS Auto Scaling is automatically scaling EC2 instances behind a load balancer based on traffic, CPU, and memory usage, as well as custom CloudWatch metrics. I also use it with...
What needs improvement with Chronosphere?
We can improve a bit of UI aspects. The UI could be made more user friendly. Sometimes when identifying the specific logs patterns and identifying what metrics and what logs are coming in, going to...
What is your primary use case for Chronosphere?
Our main use case was to monitor an entire infrastructure as well as the application tech stack which we were having in a cloud environment. We had application telemetry as well, like monitoring tr...
What advice do you have for others considering Chronosphere?
If you want to monitor pipelines and use something like Kafka or any streaming platform, Chronosphere is the best option for monitoring pipelines with real-time alerts. It is loosely coupled with y...
 

Also Known As

AWS Auto-Scaling
No data available
 

Overview

 

Sample Customers

Expedia, Intuit, Royal Dutch Shell, Brooks Brothers
Information Not Available
Find out what your peers are saying about AWS Auto Scaling vs. Chronosphere and other solutions. Updated: July 2026.
909,153 professionals have used our research since 2012.