We performed a comparison between DataRobot and LogicMonitor 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."
"LogicMonitor added AI technology to help understand what's normal and that has helped quite a bit, so that's the feature I found most valuable in the product. The product is also doing quite well with identifying devices and customizing a particular Cisco version or model number. LogicMonitor continues to be active in updating what is available to be monitored, and it's been very good with keeping those things current, so that's another valuable feature of the product."
"The breadth of its ability to monitor all our environments, putting it in one place, has been helpful. This way, we don't have to manage multiple tools and try to juggle multiple balls to keep our environment monitored. It presents a clear picture to us of what is going on."
"We get full visibility into whatever the customer wants us to monitor and we get it pretty rapidly. That is very important. Only having certain metrics that other platforms will give you out-of-the-box means you only get a small picture, a thumbnail picture. Whereas with LogicMonitor, you get the entire "eight by 10 picture", out-of-the-box. Rather than some availability metrics, you get everything. You get metrics on temperature, anything related to hardware failure, or up and down status."
"One thing that's very valuable for us is the technical knowledge of the people who work with LogicMonitor. We looked at several products before we decided to use LogicMonitor, and one of the key decision-making points was the knowledge of the things that they put in the product. It provides real intelligence regarding the numbers that you see on the product, which makes it easy for us technical people to troubleshoot. Other products don't provide you with such information. You see a value going up, but you don't know what it means. LogicMonitor provides such information. For instance, if a value goes up, it says that it is probably because your disk area was too low."
"The solution’s overall reporting capabilities are pretty powerful compared to ones that I have used previously. It seems like it has a lot of customizations that you can put in, but some of the out-of-the-box reports are useful too, like user logon duration and website latency. Those type of things have been helpful and don't require a lot of, if any, changes to get useful content out of them. They have also been pretty easy to implement and use."
"It's the depth of data that it gathers that I find really useful because there's nothing worse, when you're trying to find information about something or dig deeper into something, than hitting the bottom of the information really quickly and not having enough information to work with. With LogicMonitor, there is a load of information to dig through. It's a really good solution for that."
"Whenever we reach out to our customers, we give LogicMonitor as a dashboard to them so they don't need to monitor the hardware side separately. For example, if my service is running on their hardware X, that means they don't need to monitor hardware X and our services too. LogicMonitor has the capability of monitoring their hardware as well as our services. This is how LogicMonitor helps us."
"The most valuable feature is the visualization of the data that it is collecting. I have used many products in the past and they tend to roll up the data. So, if you're looking at data over long periods of time, they start averaging the data, which can skew the figures that you're looking at. With LogicMonitor, they have the raw data there for two years, if you are an enterprise customer. If you are looking at that long duration of data, you're seeing exactly what happened during that time."
"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 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."
"There is a lack of automation, especially in terms of remediating problems. The problem is seen and identified, but there is a need and a gap where LogicMonitor can help us automate the remediation of the problem."
"The process of upgrading some of the collectors has been a little bit confusing. I need to understand that better."
"LogicMonitor should improve its logging features. It can become expensive and should be cost-effective. It would be great to see prebuilt templates for alerting methods in LogicMonitor that are similar to the prebuilt dashboards. Currently, users have to build their alerting configurations."
"It needs better access for customizing and adding monitoring from the repository. That would be helpful. It seems like you have to search through the forums to figure out what specific pieces you need to get in for specific monitoring, if it's a nonstandard piece of equipment or process. You have to hunt and find certain elements to get them in place. If they could make it a bit easier rather having to find the right six-digit code to put in so it implements, that would be helpful."
"The dashboards can be improved. They are good, but there is a pain point. To show things to management, to explain pain points to other customers, to show them exactly where we can do better, the dashboarding could be better. Dashboards need to show the key things. Nobody is going to go into the ample details of Excel sheets or HTML."
"The only functional area I can think of that has room for improvement would be the dashboards. They could use a refresh. It would be nice if there were more widgets and more types of widgets."
"One thing I would like to see is parent/child relationships and the ability to build a "suppression parent/child." For example, If I know that a top gateway is offline and I can't talk to it anymore, and anything that's connected below it or to it is also going to be offline, there is no need to alarm on those. In that situation it should create one ticket or one alarm for the parent. I know they're working towards that with their mapping technology, but it's not quite to that level where you can build out alarm logic or a correlation logic like that."
"Role-based permissions could be better and updating modules could be smoother."
Earn 20 points
DataRobot is ranked 20th in AIOps while LogicMonitor is ranked 7th in AIOps with 25 reviews. DataRobot is rated 8.0, while LogicMonitor is rated 9.0. The top reviewer of DataRobot writes "Easy to use, priced well, and can be customized". On the other hand, the top reviewer of LogicMonitor writes "We went from nothing to full visibility across our internal and external estates of equipment". DataRobot is most compared with Amazon SageMaker, RapidMiner, Microsoft Azure Machine Learning Studio, Datadog and Alteryx, whereas LogicMonitor is most compared with ScienceLogic, SolarWinds NPM, Zabbix, OpsRamp and SCOM.
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