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Datadog vs Zenoss Cloud comparison

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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 Network Monitoring Software
3rd
Ranking in IT Infrastructure Monitoring
1st
Ranking in Container Monitoring
3rd
Ranking in Cloud Monitoring Software
1st
Ranking in AIOps
1st
Average Rating
8.6
Reviews Sentiment
6.9
Number of Reviews
211
Ranking in other categories
Application Performance Monitoring (APM) and Observability (1st), Log Management (3rd), Cloud Security Posture Management (CSPM) (6th), AI Observability (1st)
Zenoss Cloud
Ranking in Network Monitoring Software
64th
Ranking in IT Infrastructure Monitoring
50th
Ranking in Container Monitoring
8th
Ranking in Cloud Monitoring Software
41st
Ranking in AIOps
28th
Average Rating
8.4
Reviews Sentiment
7.1
Number of Reviews
8
Ranking in other categories
Application Infrastructure (19th), Event Monitoring (14th), Server Monitoring (25th)
 

Mindshare comparison

As of September 2026, in the AIOps category, the mindshare of Datadog is 10.7%, down from 17.7% compared to the previous year. The mindshare of Zenoss Cloud is 2.3%, up from 0.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AIOps Mindshare Distribution
ProductMindshare (%)
Datadog10.7%
Zenoss Cloud2.3%
Other87.0%
AIOps
 

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.
ClaudiaChen - PeerSpot reviewer
Cloud Architect - Senior Technology Architect at Telstra
Generates close to real-time alerts so users can resolve issues, but needs more integration and public cloud monitoring features
As Zenoss Service Dynamics is more for network-centric devices and you want to monitor, for example, a server, its services, IP addresses, and interfaces, if it's a network and you're going to monitor multiple items, you'll be charged multiple times. This is what Zenoss Service Dynamics needs to improve to make sure that customers pay just one fee to monitor the entire server. What I'd like to see in Zenoss Service Dynamics in the future is a public cloud monitoring feature, particularly for the Azure public cloud. Another additional feature I'd like to see in the next release of the solution is integration with the Azure public cloud because I know that there are some services from Azure that Zenoss Service Dynamics is currently unable to monitor.

Quotes from Members

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

Pros

"The monitoring functionality, in general, and tagging infrastructure are great."
"The setup cost was minimal."
"Datadog helps us detect issues early on and helps in troubleshooting."
"We have been able to set very specific CPU and memory alerts, at the very base level, then we started to pull real business value, like 99th percentile response rates for our API calls."
"The product has offered increased visibility via logging APM, metrics, RUM, etc."
"Datadog is a complete solution with easy-to-use templates and excellent scalability."
"Datadog gave us the opportunity to have a single platform for observability."
"Having a wealth of information has helped us investigate outages, and having historical data helps us tune our system."
"They have also accommodated many state-of-the-art technologies like Docker and ZooKeeper."
"Zenoss is more complex than LogicMonitor, but scalable and hugely customizable."
"Its Docker Container concept is mind blowing. It is the first monitoring tool which comes with Docker features."
"The most valuable feature is the flexible discovery mechanism."
"It is very cost-effective compared to the tools I worked with in the past."
"It's easy to use."
"The product offers good documentation that helps with initial training."
"Overall, it's a great solution, and I consider it to be one of the best."
 

Cons

"Datadog is so feature-rich that it is often hard to onboard new folks and tough to decide where to invest time."
"The setup was a bit complex."
"In terms of application monitoring, Datadog is not up to the level that New Relic is."
"The installation is easy for me. However, if you are new to this solution it might not be so easy."
"I would like to see the integration between PagerDuty and Datadog improved. The tags in Datadog don't match those in PagerDuty, and we have to make it work."
"They can cut down the prices for Cloud SIEM. It seems very useful, however, the prices are high."
"I spent longer than I should have figuring out how to correlate logs to traces, mostly related to environmental variables."
"Since the Datadog platform has so many separate features, solving so many use cases, there are often inconsistencies in feature availability and interoperability between products."
"This solution is complex for beginners so it takes some time to learn."
"Technical support is 3/10, poor: Incomplete and poor documentation Undocumented processes Inconsistent solutions to problems depending on source"
"The AI aspect needs to improve."
"There was a problem with Zenoss and storage monitoring."
"Now it is stable, but they should design threshold parameters in percentage instead of raw values."
"It would be ideal if the product offered sound alerts."
"The inclusion of a feature to show a graphical view of the network would be a helpful improvement."
"There is room for improvement with the administrative part. They introduced Control Center to manage things in Zenoss 5. The services that Zenoss provides remained the same, but the administrative part, since they introduced Docker, etc., has become a little complex"
 

Pricing and Cost Advice

"Our licensing fees are paid on a monthly basis."
"They prefer monthly subscriptions."
"While it is an expensive product, I would rate the pricing level at four out of five."
"It has a module-based pricing model."
"The solution's pricing depends on project volume."
"Datadog does not provide any free plans to use the solution. When I start with a proof of concept it would be sensible to have a free plan to test the tool and check whether it fits the requirements of the project. Before the production stage, it is always good to have a free plan with some limited features, number of requests, or logs."
"It costs the same amount it would if we were hosting it ourselves, so we are incredibly happy with the cost."
"The pricing came up a bit compared to their competitors. It is not that the price has risen, but that the competitors have gone down. They keep adding more features that I would have expected to be baked in at a more nominal price. I have been increasingly dissatisfied with the pricing, but not enough to jump ship."
"It is very cost-effective compared to the tools I worked with in the past. The company is gaining a lot with respect to the cost factor. It provides agentless monitoring and in a very cheap way."
"The pricing depends on the environment, the number of services, and the size of the data center. It can go from $100,000 to a million dollars."
"There are additional costs you'll have to pay apart from the license fee for Zenoss Service Dynamics. I can't remember exactly how much my company is paying because I don't handle the finance part, but the cost is paid annually. On a scale of one to five, with one being the cheapest and five being the most expensive, I'm rating the solution three out of five."
"It depends on the customer, what he wants."
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Top Industries

By visitors reading reviews
Financial Services Firm
14%
Manufacturing Company
9%
Outsourcing Company
7%
Computer Software Company
7%
Comms Service Provider
14%
Construction Company
13%
Manufacturing Company
8%
Outsourcing Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business81
Midsize Enterprise50
Large Enterprise100
By reviewers
Company SizeCount
Small Business4
Large Enterprise5
 

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 ...
What is the best network monitoring software for large enterprises?
In my experience, I worked with many monitoring software, but the one that gave me the most functionalities of a large-scale company is Zenoss, due to its ability to monitor completely hybrid and a...
 

Comparisons

 

Also Known As

No data available
Cloud Monitoring, Zenoss Service Dynamics
 

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
2degrees, Rackspace, State of North Dakota, El Paso Independent School District, NWN Corporation
Find out what your peers are saying about Datadog vs. Zenoss Cloud and other solutions. Updated: August 2026.
913,683 professionals have used our research since 2012.