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BigPanda vs DataRobot 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

BigPanda
Ranking in AIOps
7th
Average Rating
7.6
Reviews Sentiment
6.3
Number of Reviews
19
Ranking in other categories
IT Infrastructure Monitoring (27th), IT Alerting and Incident Management (9th)
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 (14th)
 

Mindshare comparison

As of August 2025, in the AIOps category, the mindshare of BigPanda is 3.6%, up from 2.4% compared to the previous year. The mindshare of DataRobot is 0.5%, up from 0.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AIOps
 

Featured Reviews

Michael Wenn - PeerSpot reviewer
Experience boosts operational efficiency while requiring smoother setup and cost adjustments
I am a customer and end user of the BigPanda solution. My role is CEO/co-founder at AI Ops Limited, and I can be reached at mike.van@aiops.co.uk. I have opted to receive email notifications relevant to my review, which I can opt out of at any time. If I don't already have an account on peerspot.com, PeerSpot will create an account and email me login credentials.
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

"I rate BigPanda nine out of ten."
"The main thing that we like about BigPanda is the user interface."
"The most useful feature has been the AI/ML. The way BigPanda uses the AI/ML is good compared to other SRE tools."
"Easy integration - We've had challenges in the past integrating all of our various monitoring sources and tools into one central system. BigPanda, with the integrations that it already has, as well as offering webhook/REST API, has made it very easy for us to plug everything in."
"BigPanda simplifies the process by consolidating multiple monitoring platforms into a single console where I can view all issues."
"The event correlation is really good and it is able to reduce the noise. It is a good tool for anomaly detection."
"A user-friendly solution."
"We have also made extensive use of the outbound integrations to ticketing systems (JIRA) and collaboration tools (Slack). The main driver for us has been getting all alerting into a single UI and enabling us to streamline our incident management process."
"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."
"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."
"By automating highly technical aspects like model comparison, DataRobot enhances productivity and reduces project timelines from three months to less than one month."
"DataRobot can be easy to use."
"DataRobot is highly automated, allowing data scientists to build models easily."
 

Cons

"Our infrastructure is quite large - tens of thousands of servers, often with 30-plus checks running on each host with one minute intervals. This generates a lot of data often in bursts (when we have a large scale failure). This has caused some delay in the ingestion pipeline."
"The cost of this product is too high compared to New Relic."
"The observability can be enriched with regards to infrastructure and the application-integrated environment. The dashboard and reports could be improved."
"BigPanda could improve by syncing its threshold settings with Dynatrace to align with users' familiarity."
"The UI for this solution could be improved. It is very hard to find what you are looking for."
"The usability needs to improve, because it is a pure code environment."
"Lacks sufficient dashboard features."
"When handling critical traffic, the BigPanda site can slow down, which we manage with a load balancer."
"Generative AI has taken pace, and I would like to see how DataRobot assists in doing generative AI and large language models."
"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 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."
 

Pricing and Cost Advice

"BigPanda is cheaper than the competitors."
"They were great to work with on pricing/licensing. Given we are a high-growth company, we needed a flexible site license."
"We pay $200,000 USD per year."
"The price of BigPanda is in the middle compared to other solutions."
"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
24%
Computer Software Company
16%
Manufacturing Company
10%
Insurance Company
6%
Financial Services Firm
15%
Manufacturing Company
11%
Computer Software Company
9%
Retailer
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

Any advice about APM solutions?
There are many factors and we know little about your requirements (size of org, technology stack, management systems, the scope of implementation). Our goal was to consolidate APM and infra monitor...
What do you like most about BigPanda?
One of the most valuable features of BigPanda is its user-friendly interface.
What is your experience regarding pricing and costs for BigPanda?
The pricing for BigPanda is reasonable compared to other event management tools, given its advantages.
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...
 

Comparisons

 

Overview

 

Sample Customers

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Find out what your peers are saying about BigPanda vs. DataRobot and other solutions. Updated: July 2025.
865,384 professionals have used our research since 2012.