AWS Auto Scaling vs Dynatrace comparison

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AWS Auto Scaling

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Executive SummaryUpdated on Jul 24, 2024

Dynatrace and AWS Auto Scaling compete in the performance monitoring and automatic scaling categories, respectively. Dynatrace offers more comprehensive monitoring features, while AWS Auto Scaling provides excellent flexibility and integration within the AWS ecosystem.

Features: Dynatrace is known for its AI-driven automation, extensive observability, and quick root-cause analysis. AWS Auto Scaling is valued for its seamless integration with AWS services, cost efficiency, and easy setup process.

Room for Improvement: Dynatrace users suggest enhancing dashboard customization, reducing licensing complexity, and improving user-friendly features. AWS Auto Scaling users recommend improved user experience documentation, better predictive scaling tools, and enhancements in complex scenario instructions.

Ease of Deployment and Customer Service: Dynatrace users find deployment straightforward but suggest improvements in initial setup guidance and customer support responsiveness. AWS Auto Scaling users enjoy easy integration but desire more detailed instructions for complex scenarios.

Pricing and ROI: Dynatrace users acknowledge higher setup costs but emphasize its value due to advanced capabilities and strong ROI. AWS Auto Scaling is seen as cost-effective with a clear ROI due to its pay-as-you-go model.

To learn more, read our detailed AWS Auto Scaling vs. Dynatrace Report (Updated: June 2025).

AWS Auto Scaling vs. Dynatrace

June 2025

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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

15th

Average Rating

8.8

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

No ranking in other categories

Dynatrace

Ranking in Application Performance Monitoring (APM) and Observability

2nd

Average Rating

8.8

Reviews Sentiment

7.4

Number of Reviews

347

Ranking in other categories

Log Management (7th), Mobile APM (2nd), Container Monitoring (1st), AIOps (3rd)

Mindshare comparison

As of June 2025, in the Application Performance Monitoring (APM) and Observability category, the mindshare of AWS Auto Scaling is 0.1%, up from 0.1% compared to the previous year. The mindshare of Dynatrace is 10.3%, down from 13.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Application Performance Monitoring (APM) and Observability

Featured Reviews

Mbula Mboma

AWS Cloud Re-Start Program Specialist at Orange RDC (Congo)

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…

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Anand_Kumar

Enterprise Architect at DXC Technology

Provides a comprehensive view by integrating with other monitoring systems

There may be an issue since there are many tools like Splunk involved in network monitoring. From an IP perspective, Dynatrace is performing well. If they want to develop in network monitoring, they can, as it's part of their product line. It's not rocketry, so they can accomplish it. If I, as an SI, look at it from an enterprise perspective, considering the cost from the client, I prefer not to go with multiple systems, as they don't provide a complete 360-degree view. They need to improve on claims about being an enterprise system. The definition of enterprise is loosely used, however, from a holistic security perspective, including infrastructure, network, ports, software, applications, transactions, and databases, there are areas lacking, especially in network monitoring tools.

Read full review

Quotes from Members

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

Pros

"When a lot of traffic comes into our organization, the product scales our instances based on our environment’s requirements."

"The setup is not very complex."

"The most valuable feature of the solution is that it scales automatically without manual intervention based on the metrics we provide."

"The tool gives you the flexibility to scale up and grow. The solution is also fast to deploy."

"The health check integration feature ensures that the instances are healthy and capable of absorbing traffic, thus serving their purpose effectively."

"It can scale."

"Auto Scaling is a cool feature that works well and its automatic scaling capabilities are very useful."

"AWS Auto Scaling is cost-effective and very useful for businesses."

More AWS Auto Scaling pros

"Logs files for JVM transactions help to debug most of the failures."

"Since things are getting more complicated, it is nice to have artificial intelligence to correlate issues and events to come up with root cause."

"Having a Dynatrace guardian onsite for our first two years helped with our user adoption."

"PurePath is one of the best features."

"We have identified some critical issues, which are not available or recreatable in the Dev or QA environment."

"The most valuable feature is the workflow, which helps you to easily have an overview of the infrastructure that you are analyzing, without having worked with it previously."

"Enables my performance engineer to recreate a problem and give the developers what's happening, where to go look, all the information they need to be able to find what the root cause is."

"Their support system is good. I would rate them at 9.5 out of ten."

More Dynatrace pros

Cons

"There hasn't been a need for improvements."

"It could be cheaper."

"Setting up the configuration involves too much work for the cloud engineer, like configuring the ALB, the target group, and all the steps."

"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."

"The tool's stability could be improved."

"The tool must include AI features."

"It requires a downtime before deploying the Auto Scaling group."

"The product could add more features for managing instances."

More AWS Auto Scaling cons

"Needs support for more technologies."

"The integration with PagerDuty is currently broken on mobile."

"The documentation of Dynatrace needs to be improved. There needs to be a more detailed description and additional examples for background understanding for beginners trying to use it."

"The AI is not that intelligent and there are different places where it could be even more automated."

"It often produces "false alarms" and cannot identify failure patterns over days/weeks that do not indicate concern."

"If we can gain more insight into older applications, using not-so-recent technologies, then it would be a plus."

"Sometimes it is hard to find the right setting for what you want to change."

"Perhaps there is a FAQ which explains the metrics and how to interpret them, and I just haven't seen it. This would be beneficial in providing context to allow sharing the daily metrics reported within the company."

More Dynatrace cons

Pricing and Cost Advice

"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."

"The product is expensive."

"The pricing is good. I have not had any customers that have complained about the price."

"AWS Auto Scaling's price is high."

"Its licensing is complicated or not transparent."

"Dynatrace is still kind of an expensive solution compared to others. But I recognize that they are ahead of the competition when we do a feature by feature comparison."

"It's more expensive than other solutions, but worth it. We use full APM monitoring on our primary systems, but only resource monitoring on lesser systems. We shift licenses around our environment when a deeper dive into lesser systems is required."

"The pricing is not bad, but it could be better."

"Dynatrace is bit costly and not easily affordable."

"Everything is great, but the licensing could always be cheaper. With the every growing tool set of Ops teams, we find it harder to budget for tooling while ensuring we still have the proper insight into our applications."

"There was also some complexity in the adoption rate of it because of how costly the licensing is."

"While it is quite good in respect to its functionality, there are few area in regards to pricing that they can look at how to possibly change. I have heard it's costly."

More Dynatrace pricing and cost advice

See which vendors are best for you

Use our free recommendation engine to learn which Application Performance Monitoring (APM) and Observability solutions are best for your needs.

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Top Industries

By visitors reading reviews

No data available

Educational Organization

33%

Financial Services Firm

17%

Computer Software Company

Manufacturing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

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 ...

Any advice about APM solutions?

The key is to have a holistic view over the complete infrastructure, the ones you have listed are great for APM if you need to monitor applications end to end. I have tested them all and have not f...

What cloud monitoring software did you choose and why?

While the environment does matter in the selection of an APM tool, I prefer to use Dynatrace to manage the entire stack. Both production and Dev/Test. I find it to be quite superior to anything els...

Any advice about APM solutions?

There are many factors and we know little about your requirements (size of org, technology stack, management systems, the scope of implementation). Our goal was to consolidate APM and infra monitor...

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New Relic vs Dynatrace

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Splunk AppDynamics vs Dynatrace

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Product Reports

Application Performance Monitoring (APM) and Observability

May 2025

Download AWS Auto Scaling product report

Download Dynatrace product report

April 2025

Also Known As

AWS Auto-Scaling

No data available

Overview

AWS Auto Scaling monitors your applications and automatically adjusts capacity to maintain steady, predictable performance at the lowest possible cost. Using AWS Auto Scaling, it’s easy to setup application scaling for multiple resources across multiple services in minutes. The service provides a simple, powerful user interface that lets you build scaling plans for resources including Amazon EC2 instances and Spot Fleets, Amazon ECS tasks, Amazon DynamoDB tables and indexes, and Amazon Aurora Replicas. AWS Auto Scaling makes scaling simple with recommendations that allow you to optimize performance, costs, or balance between them. If you’re already using Amazon EC2 Auto Scaling to dynamically scale your Amazon EC2 instances, you can now combine it with AWS Auto Scaling to scale additional resources for other AWS services. With AWS Auto Scaling, your applications always have the right resources at the right time.

Amazon Web Services (AWS)

Dynatrace is an AI-powered software intelligence monitoring platform that accelerates digital transformation and simplifies cloud complexities. Dynatrace is an entirely automated full-stack solution that provides data and answers about the performance of your applications and deep insight into every transaction throughout every application, including the end-user experience. By modernizing and automating enterprise cloud operations, users can deliver an optimal digital experience with higher quality software to customers faster.

Dynatrace offers an all-in-one automated artificial intelligence solution that brings together application performance, cloud and infrastructure, and digital experience monitoring. Dynatrace accelerates performance-driven results through operations, development, and business teams with a shared metrics platform. In addition, users are provided a full-stack monitoring experience with three patented technologies:

Smartscape - visualization mechanism that maps the totality of everything working in your environment and detects any casual dependencies between your applications, processes, websites, services, hosts, cloud infrastructure, and networks.
OneAgent - a technology that analyzes, gathers ,and unifies all business performance metrics throughout every layer of your technology stack.
PurePath Technology - code-level context and timings are captured from the mainframe to the cloud for all end-to-end transactions.

What does Dynatrace offer?

Dynatrace redefines how organizations monitor their digital ecosystems. The solution offers:

Cloud Automation: With AI engine Davis®, users can see the exact reason for problems and facilitate quick auto-remediation and intelligent cloud orchestration.
Application Security: With automated application vulnerability management, users can deliver applications faster and more securely.
Infrastructure Monitoring: Convenient broad visibility across your environments is provided with streamlined, automated infrastructure monitoring.
Digital Experience Monitoring (DEM): Optimize your applications, provide better support, and improve user experience with a combination of Real User Monitoring (RUM), Session Replay, and synthetic monitoring throughout your environment.
Applications and Microservices: For complex cloud environments, Dynatrace can automatically provide visibility and root-cause answers. It can also monitor microservices.
Digital Business Analytics: Get AI-powered, real-time answers to analytical business queries with KPIs and metrics that are already flowing through applications.

Reviews from Real Users

Dynatrace is the only solution that provides answers to organizations based on deep insight into each user, transaction, and organization's environment.

Barry P., a managing performance engineer at Medica Health Plans, writes, "With Dynatrace, we have synthetic checks and real-user monitoring of all of our websites, places where members and providers can interact with us over the web. We monitor the response times of those with Dynatrace, and it's all integrated into one place."

A consultant at a tech service company notes, "A feature that's one of the highlights of Dynatrace is the AI. The second most valuable feature is OneAgent. Between infrastructures, applications, operating systems, you can deploy with just a single agent and can practically install and forget about it."

Sample Customers

Expedia, Intuit, Royal Dutch Shell, Brooks Brothers

Audi, Best Buy, LinkedIn, CISCO, Intuit, KRONOS, Scottrade, Wells Fargo, ULTA Beauty, Lenovo, Swarovsk, Nike, Whirlpool, American Express