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DataRobot vs SAP Analytics Cloud 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:
 

Customer Service

No sentiment score available
DataRobot's customer service is praised for its responsiveness, knowledge, proactive communication, thorough documentation, and comprehensive assistance.
No sentiment score available
 

Room For Improvement

Sentiment score
5.1
DataRobot needs better customization, deployment flexibility, large dataset handling, performance, and more comprehensive documentation and support resources.
No sentiment score available
 

Scalability Issues

Sentiment score
6.3
DataRobot is scalable, integrates easily, automates processes, supports multiple models, and handles large data volumes efficiently.
No sentiment score available
 

Setup Cost

No sentiment score available
<p>DataRobot provides scalable, cost-effective AI solutions with flexible pricing tailored to enterprise needs and usage volume.</p>
No sentiment score available
 

Stability Issues

Sentiment score
8.4
DataRobot is praised for its stability, reliability, seamless integration, efficient error handling, and robust performance even with large datasets.
No sentiment score available
 

Valuable Features

Sentiment score
8.5
DataRobot simplifies feature engineering, automates model building, and offers comprehensive MLOps with job management, model drift inspection, and retraining.
No sentiment score available
 

Categories and Ranking

DataRobot
Ranking in Predictive Analytics
5th
Average Rating
8.6
Reviews Sentiment
7.6
Number of Reviews
4
Ranking in other categories
AI Development Platforms (12th), AIOps (17th)
SAP Analytics Cloud
Ranking in Predictive Analytics
2nd
Average Rating
8.0
Reviews Sentiment
7.4
Number of Reviews
69
Ranking in other categories
BI (Business Intelligence) Tools (4th)
 

Mindshare comparison

As of November 2024, in the Predictive Analytics category, the mindshare of DataRobot is 7.5%, down from 9.8% compared to the previous year. The mindshare of SAP Analytics Cloud is 15.2%, up from 9.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Predictive Analytics
 

Featured Reviews

Raviteja Guna - PeerSpot reviewer
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.
RamasamyTelungupalayam - PeerSpot reviewer
Seamless integration, collaborative features, and enhances data exploration
There are several areas for improvement in SAP Analytics Cloud. Firstly, features available in SAP Lumira are missing in SAP Analytics Cloud. Secondly, the predictive analytics functions, although promising, are currently only suitable for Proof of Concepts (POCs) and not for industrial-scale use. Lastly, the pricing model for the planning functionality is quite high and presents an entry barrier.
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Top Industries

By visitors reading reviews
Educational Organization
25%
Financial Services Firm
12%
Computer Software Company
9%
Manufacturing Company
7%
Educational Organization
24%
Manufacturing Company
13%
Computer Software Company
9%
Financial Services Firm
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

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...
Which would you choose - Tableau or SAP Analytics Cloud?
Tableau is easy to set up and maintain. In about a day it is possible for the entire platform to be deployed for use. This relatively short amount of time can make all the difference for companies ...
What do you like most about SAP Analytics Cloud?
In the data warehouse, you're free to make changes. You can make everything text, meaning it's always a string. Even numbers appear as text, giving you the flexibility to work with all columns.
What is your experience regarding pricing and costs for SAP Analytics Cloud?
The pricing model for SAP Analytics Cloud is quite competitive, but the cost for the planning functionality is high and can be a barrier to entry. The overall cost can be managed with better billin...
 

Also Known As

No data available
SAP BusinessObjects Cloud
 

Learn More

 

Overview

 

Sample Customers

Harmoney, Zidisha, ONE Marketing, DonorBureau, Trupanion, Avant
Live Oak Bank
Find out what your peers are saying about DataRobot vs. SAP Analytics Cloud and other solutions. Updated: October 2024.
816,406 professionals have used our research since 2012.