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BMC Helix Operations Management with AIOps vs DataRobot comparison

 

Comparison Buyer's Guide

Executive Summary

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 Helix Operations Manage...
Ranking in AIOps
14th
Average Rating
9.6
Reviews Sentiment
9.7
Number of Reviews
2
Ranking in other categories
No ranking in other categories
DataRobot
Ranking in AIOps
15th
Average Rating
8.6
Reviews Sentiment
7.2
Number of Reviews
5
Ranking in other categories
Predictive Analytics (5th), AI Development Platforms (13th)
 

Mindshare comparison

As of June 2025, in the AIOps category, the mindshare of BMC Helix Operations Management with AIOps is 1.3%, up from 0.1% compared to the previous year. The mindshare of DataRobot is 0.6%, up from 0.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AIOps
 

Featured Reviews

Rafael  Pinto Ferreira - PeerSpot reviewer
Impressive automation capabilities, predicts problems, and even find unseen vulnerabilities across your infrastructure
The biggest challenge is ensuring the customer has sufficient ITSM maturity to get the most out of the solution. BMC Helix is very sophisticated, and some clients lack that internal process maturity. There's sometimes a gap between the solution's capabilities and the client's readiness. We have to bridge that gap, bringing the customer up to the level where they can fully use all the features and benefits. Otherwise, they're investing in a powerful tool they don't fully utilize. It's crucial for vendors like us to assess client maturity before the project starts. We need to do the consulting work to show them the solution's potential and help them evaluate if it truly makes sense. Sometimes, the client might not be ready for the way BMC does things, for that level of automation and AI. BMC's automation is like nothing I've seen. You can even deflect 30% of IT service desk tickets with an intelligent chatbot – that's a number from BMC. Imagine the reduction in human agents! It's a robot doing the work, but in a way that feels human... that's the impressive part. You can integrate with WhatsApp, Teams, etc. It's game-changing.
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

"BMC Helix Operations Management with AIOps deserves a ten out of ten."
"BMC Helix Operations Management with AIOps' predictive analytics positively impacted proactive problem-solving capabilities. It has been the most interesting part of the solution! It provides detailed analytics that gives you a deep understanding of your infrastructure and recurring issues/problems. It really predicts the problems."
"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."
"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."
"DataRobot is highly automated, allowing data scientists to build models easily."
 

Cons

"The biggest challenge is ensuring the customer has sufficient ITSM maturity to get the most out of the solution. BMC Helix is very sophisticated, and some clients lack that internal process maturity."
"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."
"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."
"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."
 

Pricing and Cost Advice

"BMC solution is cheaper than ServiceNow, its main competitor. So, I'd rate the pricing a seven out of ten, with ten being expensive."
"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."
"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."
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Top Industries

By visitors reading reviews
No data available
Financial Services Firm
14%
Educational Organization
13%
Manufacturing Company
9%
Computer Software Company
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
No data available
 

Questions from the Community

What do you like most about BMC Helix Operations Management with AIOps?
BMC Helix Operations Management with AIOps' predictive analytics positively impacted proactive problem-solving capabilities. It has been the most interesting part of the solution! It provides detai...
What is your experience regarding pricing and costs for BMC Helix Operations Management with AIOps?
The pricing is on the higher end due to the extensive features and delivery quality. However, it is worth the investment.
What needs improvement with BMC Helix Operations Management with AIOps?
From my perspective as a customer, especially from tool administration, what would be beneficial is having end-to-end visibility all on a single page. This is challenging to achieve with any tool, ...
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...
 

Overview

 

Sample Customers

Information Not Available
Harmoney, Zidisha, ONE Marketing, DonorBureau, Trupanion, Avant
Find out what your peers are saying about BMC Helix Operations Management with AIOps vs. DataRobot and other solutions. Updated: May 2025.
857,028 professionals have used our research since 2012.