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Anaplan 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

Anaplan
Ranking in Predictive Analytics
4th
Average Rating
8.0
Reviews Sentiment
7.1
Number of Reviews
27
Ranking in other categories
Business Performance Management (1st), Production Planning (5th)
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 (12th), AIOps (16th)
 

Mindshare comparison

As of April 2025, in the Predictive Analytics category, the mindshare of Anaplan is 18.8%, up from 12.5% compared to the previous year. The mindshare of DataRobot is 9.2%, up from 8.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.
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

"Technical support has been good."
"The best thing is that it's very intuitive and user-friendly. You don't need coding skills to manipulate the platform."
"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."
"The most valuable feature of Anaplan is machine learning. The solution is constantly evolving from feedback. Additionally, there is a wide range of training material online."
"Anaplan is a three-dimensional cloud platform that is good for analyzing data, visualization, integration, terrific for visibility."
"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's most valuable features are that it's a no-coding platform, everything can be scaled to your other functions, and it's easy to learn and use (especially because Anaplan provides excellent interactive training)."
"Anaplan integrates well into my clients' core systems. The ability to aggregate the forms within the dashboarding is also useful. Only one of my clients has implemented workflow. Their usage has been very light. Dashboarding capability is probably the biggest one. My clients like having the ability to aggregate, slice and dice, and dynamically adjust things in the dashboards."
"DataRobot can be easy to use."
"DataRobot is highly automated, allowing data scientists to build models easily."
"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."
"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 so many business rules to set up in the system that as a business user it's hard to gauge what they're doing and it's possible to get lost."
"It would be nice if the solution offered better extensions."
"The integration technique should be a little bit easier."
"Anaplan could be improved with a stronger consolidation module."
"The cloud engine slows down when working with a large dataset. It still lacks a powerful engine."
"The tool needs to work on its integration with MS Excel and MS Word. The tool does not allow data analysis in spreadsheets which is possible on other platforms. I want the solution to be more collaborative to facilitate decision-making in organizations."
"The visualization tools in the product are limited in comparison to other reporting tools."
"There are workspace issues, like the limitation on model sizes."
"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."
"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."
 

Pricing and Cost Advice

"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."
"The license is a yearly subscription. There are three licensing tiers: the model builder, planner, and the reporting."
"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."
"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."
"This is an expensive product and if the price were reduced then it would attract more customers."
"The tool’s pricing is reasonable and competitive with other solutions."
"A value-for-money product and a very reasonable price compared to competitors like SAP or IBM."
"The cost of Anaplan is a challenge for clients, especially if they don't have an ongoing long-term use case for it. It's a $50,000 licensing fee just to get started. Clients need a strong business case to switch from Excel to Anaplan. But if clients have used something similar in the past, such as Hyperion or other solutions, that's not a factor because they know what to expect."
"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
Educational Organization
30%
Computer Software Company
11%
Financial Services Firm
8%
Manufacturing Company
8%
Educational Organization
21%
Financial Services Firm
13%
Computer Software Company
8%
Manufacturing Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
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

HP, ForeScout, DocuSign, EAT, Pandora, Aviva, Intel Security, Zalora
Harmoney, Zidisha, ONE Marketing, DonorBureau, Trupanion, Avant
Find out what your peers are saying about Anaplan vs. DataRobot and other solutions. Updated: March 2025.
844,944 professionals have used our research since 2012.