Try our new research platform with insights from 80,000+ expert users

DataRobot vs Google Vertex AI 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:
 

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
 

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
 

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
 

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
 

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
 

Categories and Ranking

DataRobot
Ranking in AI Development Platforms
12th
Average Rating
8.6
Reviews Sentiment
7.6
Number of Reviews
4
Ranking in other categories
Predictive Analytics (5th), AIOps (17th)
Google Vertex AI
Ranking in AI Development Platforms
3rd
Average Rating
8.4
Number of Reviews
10
Ranking in other categories
AI Infrastructure (1st)
 

Mindshare comparison

As of November 2024, in the AI Development Platforms category, the mindshare of DataRobot is 1.6%, up from 0.9% compared to the previous year. The mindshare of Google Vertex AI is 23.8%, up from 15.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Development Platforms
 

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.
Serge Dahdouh - PeerSpot reviewer
A user-friendly platform that automatizes machine learning techniques with minimal effort
We work with clients who request the implementation of a certain document into a chatbot. Because of the limited knowledge of AI, our task is to link that file to the ML and provide a platform that can work as a customer service. We previously used LangChain Phython, but now it is done through Vertex AI.
report
Use our free recommendation engine to learn which AI Development Platforms solutions are best for your needs.
816,406 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Educational Organization
25%
Financial Services Firm
11%
Computer Software Company
9%
Manufacturing Company
7%
Financial Services Firm
13%
Computer Software Company
13%
Manufacturing Company
9%
Retailer
7%
 

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...
What do you like most about Google Vertex AI?
We extensively utilize Google Cloud's Vertex AI platform for our machine learning workflows. Specifically, we leverage the IO branch for EDA data in Suresh Live Virtual, employing Forte IT for trai...
What is your experience regarding pricing and costs for Google Vertex AI?
Google Vertex AI is relatively expensive, rating it six for pricing. The pricing model could be more flexible.
What needs improvement with Google Vertex AI?
Both major systems, Azure and Google, are not yet stabilized, especially their customer support. It is essential to have a robust customer support system to get quick resolutions as they're frequen...
 

Learn More

 

Overview

 

Sample Customers

Harmoney, Zidisha, ONE Marketing, DonorBureau, Trupanion, Avant
Information Not Available
Find out what your peers are saying about DataRobot vs. Google Vertex AI and other solutions. Updated: October 2024.
816,406 professionals have used our research since 2012.