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Anaplan vs DataRobot comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Apr 6, 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

Anaplan
Ranking in Predictive Analytics
4th
Average Rating
8.0
Reviews Sentiment
6.8
Number of Reviews
29
Ranking in other categories
Business Performance Management (2nd), Production Planning (4th)
DataRobot
Ranking in Predictive Analytics
5th
Average Rating
8.6
Reviews Sentiment
7.2
Number of Reviews
5
Ranking in other categories
AI Development Platforms (14th), AIOps (16th)
 

Mindshare comparison

As of October 2025, in the Predictive Analytics category, the mindshare of Anaplan is 13.8%, down from 16.5% compared to the previous year. The mindshare of DataRobot is 8.1%, up from 7.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Predictive Analytics Market Share Distribution
ProductMarket Share (%)
Anaplan13.8%
DataRobot8.1%
Other78.1%
Predictive Analytics
 

Featured Reviews

Antonio Flor - PeerSpot reviewer
Real-time data integration enhances operational efficiency and flexibility
As a client developer and solutions architect, I use Anaplan for building modules and deploying logic end-to-end. I work closely with the business in an agile manner to ensure the model aligns with business needs Anaplan offers flexibility in building different options within the platform. The…
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 am impressed with the tool’s real-time calculations and intuitive interface. The tool’s user interface is the best compared to other software that I have worked with. I also find the tool’s management reporting feature valuable."
"It's simple to use with a lot of functions."
"Anaplan's in-memory calculation engine is super-fast compared to the old tools we previously used. You enter the data and everything shows up in one go."
"Anaplan provides 130 GB of cloud storage for organizations to use as part of their license."
"Anaplan's scalability stands out compared to other platforms, especially for scenario planning and what-if analysis."
"Technical support has been good."
"This product has a very good modeling feature, and its graphical representation of visualizations has also been valuable."
"The features that I have found most valuable are that it is web-based and easy to use."
"DataRobot can be easy to use."
"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."
"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."
"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

"The negative is that the higher the flexibility, the higher is the complexity. That can act against you as a negative because it does require a model builder or a coder/developer."
"There are workspace issues, like the limitation on model sizes."
"It would be nice if the solution offered better extensions."
"The solution could improve by better dashboards and while entering the form loss and project implementation the ability to use graphical shapes more effectively."
"I would rate scalability between six and seven. Anaplan had issues before, but the new Polaris engine solves them, although its implementation is more challenging compared to the Classic engine."
"One key area of improvement is pricing."
"Anaplan could be improved with a stronger consolidation module."
"The solution can improve by providing an easier form of integration to different platforms, such as receiving data from different Salesforce. There is a process to do it through the use of some APIs but it could be made much easier. This would be a large help to us."
"Generative AI has taken pace, and I would like to see how DataRobot assists in doing generative AI and large language models."
"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."
"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

"Anaplan is a bit pricier compared to its competitors - the license costs about $4,000 per user annually."
"This is an expensive product and if the price were reduced then it would attract more customers."
"The price of the solution is expensive."
"A value-for-money product and a very reasonable price compared to competitors like SAP or IBM."
"The license is a yearly subscription. There are three licensing tiers: the model builder, planner, and the reporting."
"The entry-level is anywhere from about $30,000 to $50,000 a year, however, it does go up significantly after that depending on the complexity and how much space you're using."
"This is a yearly subscription. So a customer initially buys a workspace and specifies how much GB they want. The minimum starts at around 30 GB. You can buy multiple workspaces."
"We are currently using a free workspace license for 90 days. We are satisfied with the price of the solution. There are additional costs if you want more storage, the default limit is 250 GB."
"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
Computer Software Company
11%
Financial Services Firm
10%
Manufacturing Company
10%
Retailer
7%
Financial Services Firm
15%
Manufacturing Company
11%
Computer Software Company
10%
Retailer
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business9
Midsize Enterprise5
Large Enterprise12
No data available
 

Questions from the Community

What are your main use cases for Anaplan?
Anaplan is an industry-leading cloud-based corporate performance management (CPM) platform that combines business planning and analytics in a single solution. It is designed to assist organizations...
Is Board better than Anaplan as a Business Intelligence (BI) solution?
We've had several FP&A departments include Anaplan in their analytics discussions, and while BI information IS generated, the focus is generally on compiling input from various sources and simu...
Is Anaplan better than SAP ERP?
There are different aspects of both Anaplan and SAP ERP that I like and dislike. Anaplan improves forecast accuracy and drives up the quality of analytics. Rather than spending all of their time co...
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 Anaplan vs. DataRobot and other solutions. Updated: September 2025.
868,787 professionals have used our research since 2012.