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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
37th
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
30th
Average Rating
8.6
Reviews Sentiment
6.6
Number of Reviews
2
Ranking in other categories
Log Management (30th), AIOps (20th)
 

Mindshare comparison

As of June 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of AWS Auto Scaling is 0.5%, up from 0.1% compared to the previous year. The mindshare of Chronosphere is 0.7%, up from 0.3% 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

"Once we moved them to AWS and created the appropriate architecture, it solved the problem."
"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."
"AWS Auto Scaling is very good for managing traffic and creating new instances when necessary."
"The various scaling options available, such as step scaling, are particularly useful."
"The tool gives you the flexibility to scale up and grow. The solution is also fast to deploy."
"Auto Scaling is a cool feature that works well and its automatic scaling capabilities are very useful."
"When a lot of traffic comes into our organization, the product scales our instances based on our environment’s requirements."
"I would highly recommend Auto Scaling to others because it is a fantastic feature that simplifies scaling processes and makes deployment efficient."
"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."
"The alerting features are good"
 

Cons

"It has latency issues. It depends on the distribution used, whether it's Amazon Linux, Windows Linux, etc. Occasionally, there are latency issues, which might lead to slower performance."
"The product’s security features need improvement."
"Setting up the configuration involves too much work for the cloud engineer, like configuring the ALB, the target group, and all the steps."
"The tool must include AI features."
"The product could add more features for managing instances."
"It requires a downtime before deploying the Auto Scaling group."
"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."
"In comparison to other public clouds, the product is costly."
"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."
"AWS Auto Scaling's price is high."
"The product is expensive."
"The pricing is good. I have not had any customers that have complained about the price."
"AWS Auto Scaling is a pay-per-use and pay-as-you-use service."
"The product has moderate pricing."
"AWS Auto Scaling is a cheap solution."
Information not available
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Top Industries

By visitors reading reviews
Construction Company
17%
Financial Services Firm
11%
Educational Organization
8%
Comms Service Provider
8%
Construction Company
13%
Transportation Company
13%
Financial Services Firm
10%
Manufacturing Company
8%
 

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?
It isn't very easy. It's not easy for everyone. It would be much easier if there could be a simpler version, like a data number version or an SQL version. It's hard to debug if you don't know the s...
What is your primary use case for Chronosphere?
I work as a data engineer, and we have many streaming pipelines. We use Chronosphere to monitor various metrics, such as how much data our pipeline is processing in each batch, the volume of incomi...
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 Datadog, Dynatrace, Splunk and others in Application Performance Monitoring (APM) and Observability. Updated: May 2026.
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