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Amazon CloudWatch vs DX SaaS 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

Amazon CloudWatch
Ranking in Application Performance Monitoring (APM) and Observability
14th
Average Rating
8.0
Reviews Sentiment
7.1
Number of Reviews
48
Ranking in other categories
Log Management (13th), Cloud Monitoring Software (13th)
DX SaaS
Ranking in Application Performance Monitoring (APM) and Observability
66th
Average Rating
6.6
Reviews Sentiment
6.7
Number of Reviews
3
Ranking in other categories
Digital Experience Monitoring (DEM) (17th)
 

Mindshare comparison

As of March 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Amazon CloudWatch is 1.2%, down from 1.6% compared to the previous year. The mindshare of DX SaaS is 0.6%, up from 0.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Application Performance Monitoring (APM) and Observability Mindshare Distribution
ProductMindshare (%)
Amazon CloudWatch1.2%
DX SaaS0.6%
Other98.2%
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

Azam S M - PeerSpot reviewer
Infrastructure Lead at Danat Fz LLC
Has provided reliable monitoring and alerting through extensive metric tracking and dashboard configuration
Amazon CloudWatch itself provides a lot of data. However, for visualization, we need to use third-party tools. We are in a process of integrating Grafana, Loki, and Prometheus to have better visualization on Amazon CloudWatch. We are also integrating Grafana with the application itself to get the application data and logs. Alternatively, there is AWS Kinesis and Glue where you can scrape the logs and have visualization, but a more easy option is Grafana. If you want to get a proper visual representation to see what is happening, then you need to integrate a third-party tool. Amazon CloudWatch has all the data, but to see what is happening, you need some third-party tool.
JM
Technical Manager at Tech Mahindra Limited
It's highly customizable but lacks many features of available in competing solutions
DX SaaS is a latecomer to the APM market. Some things that are straightforward in Dynatrace are complicated in DX. For example, upgrading the agents is a seamless process in Dynatrace, but it's a pain in DX SaaS. You should be able to upgrade in the Application Command Center. However, it is not working correctly. They upgrade the product every 15 to 30 days, and the process isn't seamless. It's like implementing the solution all over again. We monitor around 1,000-plus applications and have more than 100,000 agents, so we require a smooth upgrade process. It's nearly impossible to stay updated on the latest version. Upgrading the Dynatrace agent is smoother. You don't need to worry about it. If the agent is on the Dynatrace server, you only need to push it. After that, you will be notified to reboot the APM or CLM. That's it. It took us three years to deploy the agent on 1,000-plus applications across 40,000-plus servers. Now, they are saying they are ending support for 7.0.49, and we need to upgrade. The path to upgrading isn't straightforward. The first process is manual, and we can push it to different servers so it is visible. What's our configuration? Who is going to do the configuration? It's not typical or practical. I don't understand how product teams don't see that. That feature is not there. We hope they add this feature to the new product called DX Platform, which consists of net apps. All those network monitoring tools will be combined into DX Platform. All the monitoring functionality is moved to DX Platform. You can't see a trend of your metrics grouped according to the last month, six months, one year, etc. The resolution is not there. I want granular visibility into data captured in the last 15 seconds. Those are essential features. I am not saying that DX lacks solid features, but they need to consider it. Some core functionality of the product is missing. We have around 50-plus requests to add previously available features in the on-premise version. That is one reason application teams are reluctant to go to DX SaaS. We are struggling to make them understand and trying to find alternatives for the existing features. We've had many discussions with the product team, telling them we need this functionality. However, they tell us it's not on their product roadmap. They are gradually adding other features, but we need our requirements to be a priority. You cannot say you will try to add those requested features that aren't on your product roadmap. There is always a catch in the product. We use around 10 tenants in production and six in the test run. First of all, there is nothing in the pane. If we are trying to see the data from an application, how do we know which tenant and application are reporting? There was a feature called Enterprise Team Center, but that functionality has been removed. All the applications are connected to the manager, which is connected to ETC. If you go to ETC, you can find the server and see your data, but that functionality was not there. Every product should have a management feature, but that is missing, and they are saying that it is not there in the roadmap. It is a basic requirement. You need to understand that. That is not there, manager, and they are saying that is not there in the roadmap as well. They have created a new tenant page temporarily. It is not there currently. It is not a required thing. There is a feature called Domain, but that concept is gone. We've struggled a lot, and what they provided in the initial migration stage is no longer working. We were delayed for two months because we didn't give them the correct input. They don't know their product. We tell them there is a problem, and they say they're fixing it. Are we their Guinea pig? You cannot treat your customers like this.

Quotes from Members

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

Pros

"The solution offers very detailed metrics for their services."
"Amazon CloudWatch's best feature stems from its ability to monitor app performance."
"The portability that we have in Amazon is great."
"Amazon CloudWatch offers cost-saving advantages by being an inbuilt solution that requires no separate setup or maintenance for monitoring tasks."
"The technical support is fantastic; it's the best ever."
"The most valuable features of Amazon CloudWatch are metrics, dashboards, alarms, logs, events, logs insight, and application insights."
"There is a clear return on investment, as you can reduce a lot of manual staff and physical staff monitoring by getting CloudWatch to do that work for you and save a lot based on that."
"CloudWatch immediately hooks up and connects to the KPIs and all the metrics."
"DX allows you to customize and gives you a high degree of control."
"Actionable insight is the most valuable feature."
"Enterprise scalability is good and we use 3 data centers with each have its satellite or poller server to limit the network transaction as locally as possible"
"It supports numerous platforms."
"DX allows you to customize and gives you a high degree of control."
 

Cons

"For monitoring applications or for APM, CloudWatch has some limitations. You cannot monitor application performance from CloudWatch, and you have to go for a third-party tool."
"There is room for improvement in terms of stability."
"There is room for improvement in the pricing, because they have a premium version, but it's not really a premium version. It's just an enhanced monitoring version, and it can be a bit expensive depending on your usage."
"Incorporating a straightforward method or a plug-and-play solution for integrating these databases with our systems, facilitating smooth data transfer, and enabling the creation of dashboards for monitoring and analysis would be beneficial."
"I found several areas for improvement in Amazon CloudWatch. First is that it's tough to track issues and find out where it's going wrong. The process takes longer. For example, if I get an exception error, I read the logs, search, go to AWS Cloud, then to the groups to find the keyword to determine what's wrong. Another area for improvement in Amazon CloudWatch is that it's slow in terms of log streaming. It requires an entire twenty-four hours for scanning, rather than just one hour. This issue can be solved with Elasticsearch streaming with Kibana, but it requires a lot of development effort and integration with Kibana or Splunk, and this also means I need a separate developer and software technical stack to do the indexing and streaming to Kibana. It's a manual effort that you need to do properly, so log streaming should be improved in Amazon CloudWatch. The AWS support person should also have a better understanding of the logs in Amazon CloudWatch. What I'd like added to the solution is a more advanced search function, particularly one that can tell you more information or special information. Right now, the search function is difficult to use because it only gives you limited data. For example, I got an error message saying that the policy wasn't created. I only know the amount the customer paid for the policy, the mobile number, and the customer name, but if I use those details, the information won't show up on the logs. I need to enter more details, so that's the type of fuzzy matching Amazon CloudWatch won't provide. If this type of search functionality is provided, it will be very helpful for businesses and companies that provide professional services to customers, like ours."
"Maybe Amazon Web Services can improve by providing a library for CloudWatch with some useful features."
"Another area for improvement in Amazon CloudWatch is that it's slow in terms of log streaming; it requires an entire twenty-four hours for scanning, rather than just one hour."
"I think something that can be improved are the alerts and alerting mechanism based on no rejects. We want to have it more flexible and that is one of the key things that is required."
"Its good for a small or homogenous platform, but for a complex platform involving different application services, root cause identification and reading the instrument through the web can be cumbersome and not very user friendly."
"The ability to scale presents a challenge as the cost of handling vast amounts of data in the cloud must be taken into account."
"We tell them there is a problem, and they say they're fixing it. Are we their Guinea pig? You cannot treat your customers like this."
"DX SaaS is a latecomer to the APM market. Some things that are straightforward in Dynatrace are complicated in DX. For example, upgrading the agents is a seamless process in Dynatrace, but it's a pain in DX SaaS. You should be able to upgrade in the Application Command Center. However, it is not working correctly."
"Old user interface and dashboards could be improved."
 

Pricing and Cost Advice

"The solution is expensive."
"I consider it as a medium-priced solution."
"The price is okay for me."
"The price of Amazon CloudWatch is reasonable. When the rate of data collection is done the price will increase. The price is less than other solutions."
"The pricing model is pay-as-you-go so you have to be mindful of usage to manage costs."
"The pricing is average."
"Amazon CloudWatch has very cheap pricing, and it hardly costs my company $25-$30 a month for fifty systems, so it's pretty affordable."
"Its pricing is reasonable. It is sometimes tricky, but it is reasonable as compared to others."
"Our monthly cost for DX SaaS is approximately $5 per user, which I considered affordable."
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Top Industries

By visitors reading reviews
Financial Services Firm
14%
Manufacturing Company
9%
Computer Software Company
8%
Transportation Company
8%
Outsourcing Company
15%
Financial Services Firm
11%
Computer Software Company
11%
Construction Company
10%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business17
Midsize Enterprise9
Large Enterprise24
No data available
 

Questions from the Community

What needs improvement with Amazon CloudWatch?
Amazon CloudWatch itself provides a lot of data. However, for visualization, we need to use third-party tools. We are in a process of integrating Grafana, Loki, and Prometheus to have better visual...
What is your primary use case for Amazon CloudWatch?
Amazon CloudWatch is a very small service that AWS provides. It is a monitoring service for applications within the AWS cloud, and we can integrate external applications using the APIs or SDK. The ...
Ask a question
Earn 20 points
 

Comparisons

 

Also Known As

No data available
CA DXI, CA Digital Experience Insights
 

Overview

 

Sample Customers

AirAsia, Airbnb, Aircel, APUS, Avazu, Casa & Video, Futbol Club Barcelona (FCBarcelona), National Taiwan University, redBus
CNN
Find out what your peers are saying about Amazon CloudWatch vs. DX SaaS and other solutions. Updated: March 2026.
885,311 professionals have used our research since 2012.