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DX SaaS vs Gremlin Reliability Management Platform 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

DX SaaS
Ranking in Application Performance Monitoring (APM) and Observability
61st
Average Rating
6.6
Reviews Sentiment
6.7
Number of Reviews
3
Ranking in other categories
Digital Experience Monitoring (DEM) (18th)
Gremlin Reliability Managem...
Ranking in Application Performance Monitoring (APM) and Observability
27th
Average Rating
8.6
Reviews Sentiment
7.0
Number of Reviews
8
Ranking in other categories
IT Infrastructure Monitoring (23rd), DevSecOps (10th)
 

Mindshare comparison

As of August 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of DX SaaS is 0.8%, up from 0.1% compared to the previous year. The mindshare of Gremlin Reliability Management Platform is 0.2%. It is calculated based on PeerSpot user engagement data.
Application Performance Monitoring (APM) and Observability Mindshare Distribution
ProductMindshare (%)
Gremlin Reliability Management Platform0.2%
DX SaaS0.8%
Other99.0%
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

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.
Ravi Konduru - PeerSpot reviewer
VP Global at a tech vendor with 10,001+ employees
Proactive failure testing has increased confidence and reliability across complex microservices
There are certain areas where I think Gremlin Reliability Management Platform can improve. I would certainly add features related to AI and GenAI for recommendations. While dependency identification works well seamlessly, deeper dependency intelligence is lacking. When you have deeper dependencies, reliability management can struggle with identifying those deeper dependency intelligences. Having the intelligence to deeply analyze dependencies will be very helpful. Regarding reliability scores, while those scores are good, having more actionable reliability scores is something I would recommend adding to the existing system. Initially, when I started with Gremlin Reliability Management Platform certification programs, I completed two certifications with Gremlin—one professional and another practitioner. While that certification has helped me, an easier onboarding and learning curve for bringing people into this program can be adjusted. That is one current gap I see. If you really look at the cost-benefit visibility, it is not very evident by using Gremlin Reliability Management Platform. If Gremlin Reliability Management Platform could help realize that and bring in visibility regarding the cost versus the benefit, that is the reason I provide a score less than ten. From a standpoint of simulating complex real-world failures, I believe there is still a gap concerning gap identification. Currently, Gremlin Reliability Management Platform mainly focuses on infrastructure-level failures and does not really simulate business logic failures, data corruption scenarios, or potential failures across regions. One of the key elements needing improvement with Gremlin Reliability Management Platform is the limited team workflow integration I see in my organization. Collaboration and limited team workflow integration are areas I would highlight as needing improvement.

Quotes from Members

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

Pros

"DX allows you to customize and gives you a high degree of control."
"It supports numerous platforms."
"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"
"Since using Gremlin Reliability Management Platform, we were able to reduce the incidents by six percent after conducting our limited experiments, and we were also able to increase the uptime from ninety-eight to ninety-nine, which represents a one percent increase in uptime."
"The Enterprise Reliability Platform has positively impacted my organization as it has significantly increased the efficiency and reliability of our systems."
"Gremlin Reliability Management Platform has impacted my organization positively as it helped a lot and reduced our failures, allowing us to find critical pinpoints in our application that had existed for three to ten months and led to too many improvements, reduced downtime, and a smoother experience for our application on AWS."
"More than anything, we fix failures even before they occur, which is basically proactive risk detection and risk mitigation."
"Gremlin Reliability Management Platform has positively impacted our organization by making outages less frequent and improving recovery time significantly, resulting in fewer complaints on the customer success side and overall optimization of our DevOps process."
"We are seeing a return on investment from using Gremlin Reliability Management Platform because we are getting less production issues by thirty percent, as I mentioned earlier, making it a great investment."
"Using Gremlin Reliability Management Platform has raised more than fifty percent of the reliability of the infrastructure."
"Gremlin Reliability Management Platform is amazing with the reliability score, providing built-in Chaos Engineering experiments that you run on your service to receive a reliability score along with insights on the issues and risks present in your service that you can examine and work on."
 

Cons

"The ability to scale presents a challenge as the cost of handling vast amounts of data in the cloud must be taken into account."
"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."
"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."
"I rate it an eight because we are still using it on a trial and error basis, and the pricing could be optimized for better cost visibility and ROI tracking."
"Gremlin Reliability Management Platform can be improved as the pricing is a bit expensive and the learning curve for beginners is a bit difficult."
"I think Gremlin Reliability Management Platform can be improved by integrating with more AWS services or GCP services."
"If you really look at the cost-benefit visibility, it is not very evident by using Gremlin Reliability Management Platform."
"I think that it will be important to have resources to perform self-directed studies on Gremlin Reliability Management Platform as an improvement."
 

Pricing and Cost Advice

"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
Outsourcing Company
12%
Financial Services Firm
11%
Construction Company
10%
Computer Software Company
10%
Construction Company
12%
Printing Company
9%
Comms Service Provider
8%
Sports Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business3
Large Enterprise7
 

Questions from the Community

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What needs improvement with Gremlin Reliability Management Platform?
While I have no complaints about Gremlin Reliability Management Platform, I believe the UI can be improved to enhance the developer experience for security engineers and DevOps engineers. Additiona...
What is your primary use case for Gremlin Reliability Management Platform?
My main use case for Gremlin Reliability Management Platform is to see how our applications behave under extreme stress and how resilient our application is when a simulation of server crash alongs...
What advice do you have for others considering Gremlin Reliability Management Platform?
For others considering Gremlin Reliability Management Platform, it is an excellent tool for organizations facing downtime issues, as it allows for chaos testing without needing to check logs and me...
 

Comparisons

No data available
 

Also Known As

CA DXI, CA Digital Experience Insights
No data available
 

Overview

 

Sample Customers

CNN
Information Not Available
Find out what your peers are saying about DX SaaS vs. Gremlin Reliability Management Platform and other solutions. Updated: August 2026.
909,725 professionals have used our research since 2012.