We performed a comparison between DataRobot and Zenoss Cloud based on real PeerSpot user reviews.
Find out what your peers are saying about Datadog, Dynatrace, New Relic and others in AIOps."We especially like the initial part of feature engineering, because feature engineering is included in most engines, but DataRobot has an excellent way of picking up the right features."
"DataRobot can be easy to use."
"What I like most about Zenoss Service Dynamics is that it monitors the devices and gives close to real-time alerts. For example, in case the device is not available, Zenoss Service Dynamics generates an alert so my team can resolve the issue."
"It's easy to use."
"The custom built integration is one of the most valuable features because you can see all the especially critical items."
"They have also accommodated many state-of-the-art technologies like Docker and ZooKeeper."
"The most valuable feature is the flexible discovery mechanism."
"The product offers good documentation that helps with initial training."
"Its Docker Container concept is mind blowing. It is the first monitoring tool which comes with Docker features."
"The business departments will love to work with DataRobot because they use the tool to investigate their data, such as targeting what they want to investigate. They don't need any data scientists near them. They can investigate at eye level and bring into the BI tool, or can bring it to the data scientist. Data scientists can use this tool to bring increase the solution to the maximum. All the others can use it, but not to the maximum."
"If we could include our existing Python or R code in DataRobot, we could make it even better. The DataRobot that we have is specific to an industry, but most of the time we would have our own algorithms, which are specific to our own use case. If we had a way by which we could integrate our proprietary things into DataRobot with a simple integration, it would help us a lot."
"The inclusion of a feature to show a graphical view of the network would be a helpful improvement."
"It would be ideal if the product offered sound alerts."
"There was a problem with Zenoss and storage monitoring."
"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."
"Now it is stable, but they should design threshold parameters in percentage instead of raw values."
"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"
"The AI aspect needs to improve."
Earn 20 points
DataRobot is ranked 20th in AIOps while Zenoss Cloud is ranked 16th in AIOps with 8 reviews. DataRobot is rated 8.0, while Zenoss Cloud is rated 8.4. The top reviewer of DataRobot writes "Easy to use, priced well, and can be customized". On the other hand, the top reviewer of Zenoss Cloud writes "Generates close to real-time alerts so users can resolve issues, but needs more integration and public cloud monitoring features". DataRobot is most compared with Amazon SageMaker, RapidMiner, Microsoft Azure Machine Learning Studio, Datadog and Alteryx, whereas Zenoss Cloud is most compared with Zabbix, Nagios XI, ServiceNow IT Operations Management, SCOM and ScienceLogic.
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