Boomi iPaaS vs DataRobot comparison

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Boomi iPaaS

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Executive Summary

We performed a comparison between Boomi iPaaS and DataRobot based on real PeerSpot user reviews.

Find out in this report how the two AI Observability solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.

To learn more, read our detailed Boomi iPaaS vs. DataRobot Report (Updated: December 2025).

Boomi iPaaS vs. DataRobot

December 2025

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Helped 881,082 peers since 2012

Review summaries and opinions

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

ROI

Sentiment score

8.3

Boomi iPaaS streamlines integration, boosts ROI over 100%, and saves costs with efficient, rapid deployment and minimal development efforts.

Sentiment score

9.0

DataRobot enhanced prediction accuracy, reduced analysis time, simplified processes, and improved efficiency, leading to better decisions and cost savings.

We have automated complete order-to-cash processes for multiple customers, saving over 90 million dollars.

Integration and Solution Architect/AI Engineer (Boomi and Workday) at Tech Bridger

The return is faster since development efforts are minimized, allowing for quicker integration delivery.

For more quotes and insights, download the Boomi iPaaS report

CTO at a computer software company with 201-500 employees

On average, we're saving about 10 to 15 hours per project.

For more quotes and insights, download the DataRobot report

Senior Data Reporting Analyst at a educational organization with 1,001-5,000 employees

Customer Service

Sentiment score

7.5

Boomi iPaaS support is responsive and knowledgeable, with mixed reviews, valuable community resources, and improved service in high-end plans.

Sentiment score

7.5

DataRobot excels in customer service and scalability, but could improve response speed and documentation for large datasets.

The tech support is very good, offering immediate responses and chat options.

Integration and Solution Architect/AI Engineer (Boomi and Workday) at Tech Bridger

Seamlessly meeting SLAs and providing excellent responses to challenges and issues related to interface and data connectivity.

Rav Bangalore

GenAI Strategist at Wipro Limited

We receive service that is more than adequate, even exceptional.

For more quotes and insights, download the Boomi iPaaS report

CTO at a computer software company with 201-500 employees

They answer all my questions and share guidance on using DataRobot scripts if certain functionalities are not available in the UI.

SagarYadav

Staff Specialist Data Scientist at a tech vendor with 5,001-10,000 employees

Being cloud-hosted enables automatic resource scaling, which supports collaboration across teams.

For more quotes and insights, download the DataRobot report

Senior Data Reporting Analyst at a educational organization with 1,001-5,000 employees

Scalability Issues

Sentiment score

7.9

Boomi iPaaS is scalable and versatile but can become expensive with high integration counts and specific setup challenges.

Sentiment score

4.6

DataRobot is scalable, integrates easily, automates processes, supports multiple models, and handles large data volumes efficiently.

We have built approximately 1,100 interfaces for one customer, which is a significant achievement.

Integration and Solution Architect/AI Engineer (Boomi and Workday) at Tech Bridger

The reason we wanted to use our own Kubernetes cluster was to do automatic scaling for utilized resources, allowing us to save.

For more quotes and insights, download the Boomi iPaaS report

CTO at a computer software company with 201-500 employees

No quotes available

For more quotes and insights, download the DataRobot report

Stability Issues

Sentiment score

6.5

Boomi iPaaS is generally stable with 99.99% availability, though some users report occasional issues and a learning curve.

Sentiment score

7.7

DataRobot is praised for stability and reliability, with enhancements improving user satisfaction across diverse analytics scenarios.

No quotes available

For more quotes and insights, download the Boomi iPaaS report

No quotes available

For more quotes and insights, download the DataRobot report

Room For Improvement

Boomi iPaaS requires enhanced API management, improved documentation, simplified pricing, better integration, and advanced version control for users.

DataRobot faces customization, integration, and performance challenges; improved AI support, transparency, and community engagement are needed.

With proper version control, you could know which version to revert to and test other versions.

CTO at a computer software company with 201-500 employees

The integration landscape has become complex, and having a data strategy with unified data models would make integration easier for any platform, including Boomi.

Rav Bangalore

GenAI Strategist at Wipro Limited

The ETL aspect of Boomi iPaaS is not mature enough at the moment.

For more quotes and insights, download the Boomi iPaaS report

Integration and Solution Architect/AI Engineer (Boomi and Workday) at Tech Bridger

DataRobot is a UI-based tool, which means it cannot provide all the features I might manually implement through notebooks or Python.

SagarYadav

Staff Specialist Data Scientist at a tech vendor with 5,001-10,000 employees

There is a lack of transparency in the models; sometimes it feels like a black box.

For more quotes and insights, download the DataRobot report

Senior Data Reporting Analyst at a educational organization with 1,001-5,000 employees

Setup Cost

Boomi iPaaS offers a connection-based pay-per-use model, praised for its flexibility and competitive pricing despite potential cost increases.

<p>DataRobot provides scalable, cost-effective AI solutions with flexible pricing tailored to enterprise needs and usage volume.</p>

While pricing is relative, compared to others, it is favorable.

CTO at a computer software company with 201-500 employees

The pricing for Boomi iPaaS is reasonable, costing around $6,000 per year.

For more quotes and insights, download the Boomi iPaaS report

Integration and Solution Architect/AI Engineer (Boomi and Workday) at Tech Bridger

The setup cost was minimal because it's cloud-hosted, eliminating the need for heavy on-premises infrastructure, allowing us to start using it immediately after purchase.

For more quotes and insights, download the DataRobot report

Senior Data Reporting Analyst at a educational organization with 1,001-5,000 employees

Valuable Features

Boomi iPaaS offers flexible, scalable integration with low-code tools, enhancing speed and efficiency for medium-sized organizations.

DataRobot automates feature engineering and model testing, enhancing productivity and decision-making with user-friendly, scalable integration.

It automates the creation and population of a data warehouse, reducing the need to write SQL scripts and procedures.

reviewer2701689

Innovation & Data Management Enterprise Architect at a government with 1,001-5,000 employees

The integrations and API management are particularly beneficial.

Integration and Solution Architect/AI Engineer (Boomi and Workday) at Tech Bridger

When developers learn how to use it, they become productive sooner.

For more quotes and insights, download the Boomi iPaaS report

CTO at a computer software company with 201-500 employees

DataRobot has positively impacted our organization in many ways. First, it has improved efficiency; tasks such as model testing, feature engineering, and predictions that used to take us days or weeks can now be accomplished in hours.

For more quotes and insights, download the DataRobot report

Senior Data Reporting Analyst at a educational organization with 1,001-5,000 employees

By automating highly technical aspects like model comparison, DataRobot enhances productivity and reduces project timelines from three months to less than one month.

SagarYadav

Staff Specialist Data Scientist at a tech vendor with 5,001-10,000 employees

Categories and Ranking

Boomi iPaaS

Ranking in AI Observability

38th

Average Rating

8.0

Reviews Sentiment

7.3

Number of Reviews

Ranking in other categories

Integration Platform as a Service (iPaaS) (4th), Business Orchestration and Automation Technologies (17th)

DataRobot

Ranking in AI Observability

66th

Average Rating

8.2

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Predictive Analytics (5th), AI Development Platforms (15th), AIOps (15th), AI Finance & Accounting (4th)

Mindshare comparison

As of January 2026, in the AI Observability category, the mindshare of Boomi iPaaS is 0.1%. The mindshare of DataRobot is 0.6%, down from 1.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.

AI Observability Market Share Distribution
Product	Market Share (%)
Boomi iPaaS	0.1%
DataRobot	0.6%
Other	99.3%

AI Observability

Featured Reviews

Enables swift integration and automation for seamless order-to-cash processes

Integration and Solution Architect/AI Engineer (Boomi and Workday) at Tech Bridger

Boomi iPaaS offers different modules based on customer use cases, which I find valuable. The integrations and API management are particularly beneficial. The setup process is straightforward, and within three days, you can start working on Boomi iPaaS. It provides automation for everything from order to cash, which is thoroughly documented, tracked, and streamlined within Boomi iPaaS. Additionally, Boomi aids initiatives involving AI by allowing prompts to create integrations and automatically generating documentation.

Read full review

Automation has improved efficiency and decision-making while big data handling and transparency still need work

Senior Data Reporting Analyst at a educational organization with 1,001-5,000 employees

Aside from the many advantages of DataRobot, I believe there are areas that could be improved based on my experience. There is a lack of transparency in the models; sometimes it feels like a black box. For example, when I uploaded a large data set of about two gigabytes for processing, the time taken was slower than expected. Additionally, the handling of bigger data sets could be better, as it performs extremely well with smaller datasets but can lag with larger ones. The integration with some other tools used in our organization can also be challenging, and more flexibility for custom pre-processing and advanced model tuning would be beneficial. In terms of support and documentation, I believe improvements are needed. For instance, the response time from DataRobot could be quicker, which would be appreciated when we need assistance. The documentation is generally sufficient, but it can be lengthy and could use more real-world examples and step-by-step tutorials for better clarity. Lastly, creating a client community where users can share experiences and solutions might enhance the overall value and learning curve.

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Top Industries

By visitors reading reviews

Computer Software Company

12%

Manufacturing Company

10%

Financial Services Firm

Outsourcing Company

Financial Services Firm

14%

Manufacturing Company

12%

Computer Software Company

10%

Retailer

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	9
Midsize Enterprise	4
Large Enterprise	15

No data available

Questions from the Community

What do you like most about Boomi AtomSphere Integration?

The tool's most valuable features I've found are related to debugging and testing. It makes it easy to track execution, documents, and process history. This functionality is particularly useful for...

What is your experience regarding pricing and costs for Boomi AtomSphere Integration?

The pricing for Boomi iPaaS is reasonable, costing around $6,000 per year. It is affordable even for small customers, like a salon with a couple of branches.

What needs improvement with Boomi AtomSphere Integration?

Boomi iPaaS needs better source control. It is not as good as it could be in terms of managing versions and running what-if scenarios.

What is your experience regarding pricing and costs for DataRobot?

While pricing falls more under my IT colleagues, from my perspective, the overall experience feels justified. The premium pricing is reasonable for the value provided, and I'd say it's worth the in...

What needs improvement with DataRobot?

What is your primary use case for DataRobot?

My main use case for DataRobot is to perform predictive analysis and automation of machine learning workflows. I use it to quickly build, test, and deploy models without extensive coding. One of th...

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Product Reports

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Boomi iPaaS

January 2026

Download DataRobot product report

January 2026

Also Known As

Boomi

No data available

Overview

The Boomi AtomSphere integration platform as a service (iPaaS) supports all your application integration processes – between cloud platforms, software-as-a-service applications, and on-premises systems. Your entire team has online access to a powerful range of integration and data management capabilities, that can be realized in a fraction of the time of legacy middleware technologies.

Boomi

DataRobot captures the knowledge, experience and best practices of the world’s leading data scientists, delivering unmatched levels of automation and ease-of-use for machine learning initiatives. DataRobot enables users to build and deploy highly accurate machine learning models in a fraction of the time.

Sample Customers

DocuSign Inc., Innotas, Certent, Renesas Electronics America (REA), Kelly-Moore Paints, Mindjet, City of McKinney, Ritchie Bros. Auctioneers (RBA), Daylight Transport, A10 Networks

Harmoney, Zidisha, ONE Marketing, DonorBureau, Trupanion, Avant