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Anaplan vs DataRobot comparison

 

Comparison Buyer's Guide

Executive Summary
 

Categories and Ranking

Anaplan
Ranking in Predictive Analytics
4th
Average Rating
8.0
Number of Reviews
26
Ranking in other categories
Business Performance Management (1st), Production Planning (5th)
DataRobot
Ranking in Predictive Analytics
5th
Average Rating
8.6
Number of Reviews
4
Ranking in other categories
AI Development Platforms (12th), AIOps (17th)
 

Mindshare comparison

As of November 2024, in the Predictive Analytics category, the mindshare of Anaplan is 18.4%, up from 7.5% compared to the previous year. The mindshare of DataRobot is 7.5%, down from 9.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Predictive Analytics
 

Featured Reviews

Kumaran Singaram - PeerSpot reviewer
May 23, 2023
Effective machine learning, constantly evolving, but price could improve
Anaplan is used for various financial planning, such as supply chain, and consolidation My clients exhibit enhanced efficiency in financial planning, supply chain management, demand planning, and financial consolidation. They possess superior visibility, enabling swift action-taking. The most…
Raviteja Guna - PeerSpot reviewer
Jul 30, 2024
Highly automated solution allowing data scientists to build models easily
Based on your similar requirements, V10.0 has very cool features related to AI Generation. I would suggest the team, too. This is very good for data scientists or people who don't want to code. Even the documentation is well-maintained in terms of its capabilities. It's easy to navigate. The support documents are good. Even someone with basic IT knowledge can easily navigate. If you're an IT engineer, you can efficiently perform operations using it. We have deployed eight to nine use cases on DataRobot and have seen a tremendous response in accuracy and performance. We are pleased because we conducted a comparison. We took a model we built using a sample Python on a local machine and applied the same data and process using DataRobot Autopilot. The results were pretty amazing, with promising accuracy and recall. The accessibility is so easy. Even a college graduate with essential experience can use it. Suppose I do the same model in Databricks and want to monitor my MLOps pipeline. So, I need to use a third-party framework again, like MLflow, Kubeflow, Airflow, or whatever. I need to build my dashboards and everything, customization dashboards. However, everything is available in DataRobot. I can use it directly. They have a new option called DataRobot apps. So, on the predictions, we can even create customized apps. I can build my dashboard, and I can develop my applications. Overall, I rate the solution an eight out of ten.

Quotes from Members

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

Pros

"You don't need to have a programming language to use Anaplan."
"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."
"Where we're seeing the opportunity in the market is at the Fortune 100 companies that have far more complex modeling type scenarios where you need to be able to have a lot of people collaborating together, and you need a lot of information all at everyone's fingertips. This is where you see the big advantage of a solution like Anaplan."
"Technical support has been good."
"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."
"The features that I have found most valuable are that it is web-based and easy to use."
"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."
"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

"Anaplan could be improved with a stronger consolidation module."
"When there is a lot of data, it sometimes takes long to load."
"Anaplan's workflow component is probably the biggest area for improvement. I'd also like to see Anaplan add an ad hoc reporting tool that allows users to query things. It's going to factor into how you design your data set and your models, but I'd like the ability to create ad hoc queries against the data that's in there."
"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."
"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."
"One area of improvement is conditional formatting. It's not very practical, and you need to specify additional formatting."
"Space and integration are a problem."
"The solution could improve by better dashboards and while entering the form loss and project implementation the ability to use graphical shapes more effectively."
"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."
"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

"A value-for-money product and a very reasonable price compared to competitors like SAP or IBM."
"The price of the solution is expensive."
"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."
"The tool’s pricing is reasonable and competitive with other solutions."
"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."
"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 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
Educational Organization
29%
Computer Software Company
10%
Manufacturing Company
8%
Financial Services Firm
8%
Educational Organization
26%
Financial Services Firm
11%
Computer Software Company
9%
Manufacturing Company
7%
 

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?
There are some performance issues when it comes to improvements. They also offer storage-related services compared to other tools like Admin, Azure, or AWS. It is easy to plug and play. Third-party...
What is your primary use case for DataRobot?
We work on AI and ML use cases related to technology and IT.
What advice do you have for others considering DataRobot?
Based on your similar requirements, V10.0 has very cool features related to AI Generation. I would suggest the team, too. This is very good for data scientists or people who don't want to code. Eve...
 

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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: October 2024.
814,649 professionals have used our research since 2012.