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DataRobot vs ScienceLogic comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Sep 16, 2024

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

DataRobot
Ranking in AIOps
16th
Average Rating
8.6
Reviews Sentiment
7.2
Number of Reviews
5
Ranking in other categories
Predictive Analytics (5th), AI Development Platforms (14th)
ScienceLogic
Ranking in AIOps
10th
Average Rating
8.6
Reviews Sentiment
7.0
Number of Reviews
46
Ranking in other categories
Event Monitoring (6th), Unified Communications Monitoring (1st), Network Monitoring Software (26th), Server Monitoring (12th), IT Infrastructure Monitoring (18th), IT Operations Analytics (7th), Cloud Monitoring Software (15th)
 

Mindshare comparison

As of October 2025, in the AIOps category, the mindshare of DataRobot is 0.5%, up from 0.5% compared to the previous year. The mindshare of ScienceLogic is 4.2%, down from 4.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AIOps Market Share Distribution
ProductMarket Share (%)
ScienceLogic4.2%
DataRobot0.5%
Other95.3%
AIOps
 

Featured Reviews

SagarYadav - PeerSpot reviewer
Automating model comparison speeds up development and reduces timelines
DataRobot is equipped with a GUI-based approach that simplifies the process of feature engineering and model training. It provides AutoML capabilities, which allow for comparing thousands of models and selecting the best-suited one based on business requirements. By automating highly technical aspects like model comparison, DataRobot enhances productivity and reduces project timelines from three months to less than one month.
Michael Wenn - PeerSpot reviewer
Offers comprehensive monitoring and tool consolidation but integration complexity needs improvement
There is room for improvement in the speed of setting up the service and integrating PowerPacks. Although these prebuilt features are great, there is considerable complexity in bringing them together to create a unified dashboard. Even with many good integrations and deep visibility, the implementation takes time, especially when it doesn't involve these integrations. While some other companies have easier APIs, using this solution demands significant expertise. It's challenging for new customers to implement independently. The implementation speed of non-PowerPack or non-out-of-the-box integrations should be improved. Additionally, the AI automation feature is not yet very rich due to resource constraints supporting a wide platform.

Quotes from Members

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

Pros

"By automating highly technical aspects like model comparison, DataRobot enhances productivity and reduces project timelines from three months to less than one month."
"It's easy to do MLOps operations. It's a lot easier to manage jobs and see the logs if there's any drift in a model."
"DataRobot can be easy to use."
"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 is highly automated, allowing data scientists to build models easily."
"Power packs."
"The best feature is the highly flexible graphs."
"Best feature of all is detailed monitoring of services, processes, ports and SSL certificates and or web content."
"ScienceLogic's custom enablement, which I can achieve as a Python developer, is unique."
"It is very easy to configure because we are using an agent-less version. You can very quickly implement a collector for monitoring device servers."
"It has good monitoring capabilities across cloud environments, data centers, and hybrid environments."
"One of the valuable features is rapid dashboards."
"The solution provides good infra-monitoring features."
 

Cons

"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."
"DataRobot is a UI-based tool, which means it cannot provide all the features I might manually implement through notebooks or Python. In this aspect, I see room for improvement in its functionality."
"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."
"There are some performance issues."
"Generative AI has taken pace, and I would like to see how DataRobot assists in doing generative AI and large language models."
"ScienceLogic is working towards a kind of AI, DKAIRA enablement, but I find one dependency is the frequent need to rely on professional services."
"It was challenging onboarding users."
"The product is not user-friendly."
"Integrating observability and APM monitoring into the overall portfolio would be beneficial."
"Addressing duplicate IPs: There is the ability to edit the DB and fix this, but adding some logic to understand them would be a plus."
"One important area we feel could be improved is the UI. It takes a lot of clicks to do very simple tasks."
"I would like to see out-of-the-box standard dashboards for common services."
"If I were a small to medium business, I probably wouldn't choose this provider. It is a heavily configurable, heavyweight, and scalable IT solution for IT infrastructure monitoring."
 

Pricing and Cost Advice

"We dropped the plan to use DataRobot, because we found the pricing to be on the higher sise. We liked DataRobot a lot, but due to the pricing, we dropped that idea."
"The price of DataRobot is good because if you take the price of the solution which is approximately $65,000, it is less than a data scientist. There are very few data scientists available."
"Its price could be lower, but for what you pay, you got a lot of value from its features and functionalities. Customers always want a discount or a cheaper solution."
"My company has an enterprise-level contract with ScienceLogic, so it is available to my organization at a good price."
"The pricing model for ScienceLogic could improve."
"The solution is license-based. It's between $8 and $15, depending on what you need from the product."
"Pricing between the two is quiet large therefore you can save some money if you don't require to collect all info on each device."
"The license of ScienceLogic is based on how many endpoints are used. The number of monitoring points you want to have."
"Decide what you want to monitor and only monitor those items. Absorb other elements as you grow."
"Plan for adding more to it. Once you see EM7 in action, you will want to keep adding systems to monitor."
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Top Industries

By visitors reading reviews
Financial Services Firm
15%
Manufacturing Company
11%
Computer Software Company
11%
Retailer
8%
Financial Services Firm
11%
Manufacturing Company
11%
Government
10%
Computer Software Company
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise11
Large Enterprise24
 

Questions from the Community

What needs improvement with DataRobot?
DataRobot is a UI-based tool, which means it cannot provide all the features I might manually implement through notebooks or Python. In this aspect, I see room for improvement in its functionality.
What is your primary use case for DataRobot?
In our day-to-day use, I utilize DataRobot to speed up our development process through its GUI capability. Once I set up our connection with a back-end data set, whatever the project I work on next...
What advice do you have for others considering DataRobot?
I would recommend DataRobot because if there is something not included in the UI, I have the freedom to use its Python API, which extends the capability for different use cases. Additionally, I wou...
What do you like most about ScienceLogic?
The tool is quite easy to deploy, and it offers very good support.
What is your experience regarding pricing and costs for ScienceLogic?
ScienceLogic is not that expensive and is cost-effective overall.
What needs improvement with ScienceLogic?
I am interested in improving the flexibility of ScienceLogic's user interface, configuration, and customization. I am particularly keen on learning about issues raised by the ScienceLogic support t...
 

Overview

 

Sample Customers

Harmoney, Zidisha, ONE Marketing, DonorBureau, Trupanion, Avant
Kellogg Company, Booz Allen, Cisco, Red Bull, Fidelus, Telstra, Comcast, CSC, Peak 10, HughesNet, Hosting, Datapipe, US Army, Equinix, Rite Aid, Carbonite, Sybase, Carpathia, AT&T, ePlus, Dimension Data, Virtustream, Boeing, Honeywell
Find out what your peers are saying about DataRobot vs. ScienceLogic and other solutions. Updated: September 2025.
869,202 professionals have used our research since 2012.