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DX SaaS vs Datadog comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jan 25, 2026

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

Datadog
Ranking in Application Performance Monitoring (APM) and Observability
1st
Average Rating
8.6
Reviews Sentiment
6.9
Number of Reviews
211
Ranking in other categories
Network Monitoring Software (3rd), IT Infrastructure Monitoring (2nd), Log Management (4th), Container Monitoring (3rd), Cloud Monitoring Software (1st), AIOps (1st), Cloud Security Posture Management (CSPM) (5th), AI Observability (1st)
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)
 

Mindshare comparison

As of August 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Datadog is 4.4%, down from 9.0% compared to the previous year. The mindshare of DX SaaS is 0.8%, 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 (%)
Datadog4.4%
DX SaaS0.8%
Other94.8%
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

Dhroov Patel - PeerSpot reviewer
Site Reliability Engineer at Grainger
Has improved incident response with better root cause visibility and supports flexible on-call scheduling
Datadog needs to introduce more hard limits to cost. If we see a huge log spike, administrators should have more control over what happens to save costs. If a service starts logging extensively, I want the ability to automatically direct that log into the cheapest log bucket. This should be the case with many offerings. If we're seeing too much APM, we need to be aware of it and able to stop it rather than having administrators reach out to specific teams. Datadog has become significantly slower over the last year. They could improve performance at the risk of slowing down feature work. More resources need to go into Fleet Automation because we face many problems with things such as the Ansible role to install Datadog in non-containerized hosts. We mainly want to see performance improvements, less time spent looking at costs, the ability to trust that costs will stay reasonable, and an easier way to manage our agents. It is such a powerful tool with much potential on the horizon, but cost control, performance, and agent management need improvement. The main issues are with the administrative side rather than the actual application.
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 service catalog is very useful; we use this type of offering for our microservices applications, and it gives a good view of flow, which is a must when we have different developers working on different services, and having the trace and log features has been useful in order to locate the microservice for the on-call person."
"The solution allows flexibility and heightened observability for presenting data, creating indicators, and setting service-level objectives."
"Datadog has positively impacted my organization by making finding and resolving issues a lot easier and efficient."
"The CCM, Workflows, Logs, APM, and RUM are all useful aspects of the solution."
"The visibility into our network has allowed for quick diagnosis of failures, identification of underutilized or over-utilized resources, and allowed for cloud cost optimization opportunities."
"The greatest impact it has had is on the ability to democratize observability and put monitoring into the hands of the people."
"Check out Datadog. It is awesome."
"The product has offered increased visibility via logging APM, metrics, RUM, etc."
"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."
 

Cons

"In my experience, Datadog is stable, though there's typically at least one or two incidents per week."
"At the beginning, when we started throwing logs at it, there was a bit of hiccup. However, this was during their beta period, so hiccups were expected."
"The FinOps needs improvement."
"The monitors can be improved."
"It would be ideal if the product offered a bit more monitoring from our dashboard."
"The incident management beta looks promising, but it is still missing the ability to automatically create incidents based on certain alerts."
"The query performance could be improved, particularly when handling large datasets, as slower response times can hinder efficiency."
"The performance, especially when were drilling into metrics we've been running for a year and a half. When you're launching old data it can get slow."
"Old user interface and dashboards could be improved."
"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."
"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."
"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."
 

Pricing and Cost Advice

"Our licensing fees are paid on a monthly basis."
"If you do your homework, you'll find that if you're really concerned with cost, it's good."
"The price is better than some competing products."
"Sometimes it's very hard to project how much it will cost for the monthly subscription for the next month when you add certain features. Having better visibility of the cost would give a better experience."
"The pricing and licensing through AWS Marketplace has been good. It would be nice if it was cheaper, but their pricing is reasonable for what it is. Sometimes, for their newer features, they charge as if it's fully fleshed out, even though it is a newer feature and it may have less stuff than their other items."
"They prefer monthly subscriptions."
"Pricing seemed easy until the bill came in and some things were not accounted for."
"It has a module-based pricing model."
"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%
Outsourcing Company
6%
Outsourcing Company
12%
Financial Services Firm
11%
Construction Company
10%
Computer Software Company
10%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business82
Midsize Enterprise49
Large Enterprise100
No data available
 

Questions from the Community

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...
Datadog vs ELK: which one is good in terms of performance, cost and efficiency?
With Datadog, we have near-live visibility across our entire platform. We have seen APM metrics impacted several times lately using the dashboards we have created with Datadog; they are very good c...
Which would you choose - Datadog or Dynatrace?
Our organization ran comparison tests to determine whether the Datadog or Dynatrace network monitoring software was the better fit for us. We decided to go with Dynatrace. Dynatrace offers network ...
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Comparisons

 

Also Known As

No data available
CA DXI, CA Digital Experience Insights
 

Overview

 

Sample Customers

Adobe, Samsung, facebook, HP Cloud Services, Electronic Arts, salesforce, Stanford University, CiTRIX, Chef, zendesk, Hearst Magazines, Spotify, mercardo libre, Slashdot, Ziff Davis, PBS, MLS, The Motley Fool, Politico, Barneby's
CNN
Find out what your peers are saying about DX SaaS vs. Datadog and other solutions. Updated: August 2026.
908,800 professionals have used our research since 2012.