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BMC TrueSight vs DataRobot comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Sep 3, 2025

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

BMC TrueSight
Ranking in AIOps
5th
Average Rating
8.2
Reviews Sentiment
6.7
Number of Reviews
50
Ranking in other categories
Application Performance Monitoring (APM) and Observability (30th), Event Monitoring (7th), IT Infrastructure Monitoring (34th), Cloud Monitoring Software (26th)
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)
 

Mindshare comparison

As of October 2025, in the AIOps category, the mindshare of BMC TrueSight is 3.0%, down from 3.7% compared to the previous year. The mindshare of DataRobot is 0.5%, up from 0.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AIOps Market Share Distribution
ProductMarket Share (%)
BMC TrueSight3.0%
DataRobot0.5%
Other96.5%
AIOps
 

Featured Reviews

Ayobanji Iluyomade - PeerSpot reviewer
The solution is stable and can be used for monitoring and managing events, but it does not provide application or service monitoring features
We are moving from basic monitoring to AIOps, where we can do things like self-healing. We also want to create dashboards for IT and business users to show the status of their services. We have done a couple of demos. I recommend the solution to others. Overall, I rate the product a seven out of ten.
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.

Quotes from Members

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

Pros

"The most beneficial part of the product in terms of IT monitoring revolves around the areas involving automation, and it also serves as an end-to-end event management and incident management tool."
"The most valuable features of BMC TrueSight Operations Management are the blackouts and event management."
"I like everything about this tool. I recommend this solution to anyone looking for a standalone solution with high availability meaning that can be used depending on the customers requirements."
"Its event management capabilities are very open and flexible. I haven't seen a use case scenario with a customer that we couldn't actually solve the problem for, so it's really good. There are some interesting things that happen in an enterprise network (things that people don't normally expect), and the event management product is very flexible. You can solve problems as far as your imagination can go with it."
"I like the event management part."
"The solution's event management capabilities are fantastic. We do a best of breed. If, on the network side, they use a different tool, we pull all that data in so that we have a single console. It's kind of like the monitor of monitors. We're able to aggregate all the different types of data sets, whether it's log data, app data, OS data, infrastructure data, or network data. We're able to aggregate all those events and then correlate and be able to say we're having an event."
"It allows our operations team to have one single application to reference when investigating issues in our environment."
"The most valuable features of the solution are alert management, alert generation, and event management."
"DataRobot can be easy to use."
"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 is highly automated, allowing data scientists to build models easily."
"By automating highly technical aspects like model comparison, DataRobot enhances productivity and reduces project timelines from three months to less than one month."
"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."
 

Cons

"There are some small limitations with this tool in terms of reporting dashboards that fit all of the requirements of the individual customer."
"BMC's online documentation is often incorrect or incomplete."
"The solution is a little obsolete."
"I would like to see a little more out-of-the-box event correlation and expanded AIOps type capabilities. Where you can train your artificial intelligence operations to be able to memorize an issue once you encounter one scenario, so if you encounter that same problem, you can get to the root cause very quickly."
"One of the things that the TrueSight environment is missing is some of the HA abilities. The data collection server called the ISM doesn't really have the HA functionality or workload balancing. It was missing from the previous product as well. It's missing redundancy."
"BMC's solutions for cloud monitoring (monitoring of AWS and Azure resources) are very poor in stability and customization."
"In our company, we faced some issues with the solution’s application endpoint, IP, and the physical location of the transactions."
"The solution is overly complex."
"Generative AI has taken pace, and I would like to see how DataRobot assists in doing generative AI and large language models."
"There are some performance issues."
"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."
"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."
"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."
 

Pricing and Cost Advice

"BMC TrueSight Operations Management is not on the cheaper side, but its pricing is on a case by case basis. Its licensing model is simple and based on the number of devices."
"Though I have no clue about the tool's actual price, I know that it is astronomical."
"It is a large, complex product. So, there is a commitment of manpower to deploy it, as it is not a cheap product."
"We did a five-year, multimillion dollar deal."
"The tool is moderately expensive."
"The cost depends on the usage."
"Other products are more expensive than BMC TrueSight."
"The solution is based on endpoints and knowledge models which can be costly."
"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."
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Top Industries

By visitors reading reviews
Financial Services Firm
26%
Computer Software Company
11%
Retailer
6%
Government
5%
Financial Services Firm
15%
Manufacturing Company
11%
Computer Software Company
11%
Retailer
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business23
Midsize Enterprise6
Large Enterprise24
No data available
 

Questions from the Community

What do you like most about BMC TrueSight Operations Management?
The solution provides visibility to our infrastructure, how it is, the resources we are monitoring, and quick updates when it has any problems. We have integrated it with ServiceNow to open instances.
What is your experience regarding pricing and costs for BMC TrueSight Operations Management?
Though I have no clue about the tool's actual price, I know that it is astronomical.
What needs improvement with BMC TrueSight Operations Management?
Cost is an issue with BMC TrueSight Operations Management. Though I am not responsible for the budget, I know that it is an expensive tool set when used only for event management. The tool's issue ...
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...
 

Also Known As

ProactiveNet, TrueSight Operations Management
No data available
 

Overview

 

Sample Customers

Ensono, Transamerica, Boston Scientific, Park Place Technologies, inContact, TD Ameritrade, PNC Bank
Harmoney, Zidisha, ONE Marketing, DonorBureau, Trupanion, Avant
Find out what your peers are saying about BMC TrueSight vs. DataRobot and other solutions. Updated: September 2025.
869,202 professionals have used our research since 2012.