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Starburst Enterprise vs Yellowbrick Data Warehouse 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

Starburst Enterprise
Ranking in Streaming Analytics
17th
Average Rating
8.6
Reviews Sentiment
6.9
Number of Reviews
2
Ranking in other categories
Data Science Platforms (15th)
Yellowbrick Data Warehouse
Ranking in Streaming Analytics
40th
Average Rating
0.0
Number of Reviews
0
Ranking in other categories
Data Warehouse (23rd), Cloud Migration (34th), Cloud Data Warehouse (19th)
 

Mindshare comparison

As of April 2026, in the Streaming Analytics category, the mindshare of Starburst Enterprise is 3.0%, up from 3.0% compared to the previous year. The mindshare of Yellowbrick Data Warehouse is 0.5%. It is calculated based on PeerSpot user engagement data.
Streaming Analytics Mindshare Distribution
ProductMindshare (%)
Starburst Enterprise3.0%
Yellowbrick Data Warehouse0.5%
Other96.5%
Streaming Analytics
 

Featured Reviews

KamleshPant - PeerSpot reviewer
Senior Software Architect at USEReady
Connects to any data source from any region and offers unified access
There are no specific projects supported by Starburst regarding AI initiatives or machine learning projects. In the future, if we have all the data available, we can definitely capitalize on AI/ML and LLM capabilities to summarize data and gain insights. That's our future goal, but we haven't reached that point yet. There should be support for REST API data sources to access data from the web. We often have data coming in and communicate with data sources via REST API calls. I don't see that capability in Starburst currently; everything is through JDBC or ODBC. If Starburst could seamlessly access data using REST API capabilities, it would be a game-changer. The self-service data management features, like self-service materialized views, are great, but they can be a bit complex for basic users to understand.
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Top Industries

By visitors reading reviews
Financial Services Firm
35%
Computer Software Company
7%
Manufacturing Company
4%
Government
4%
Retailer
23%
Financial Services Firm
18%
Comms Service Provider
9%
Government
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for Starburst Enterprise?
I haven't personally dealt with the pricing aspects first-hand, but from what I understand, it largely depends on the specifics of your setup, especially the machines you use on AWS. The cost of us...
What needs improvement with Starburst Enterprise?
There are no specific projects supported by Starburst regarding AI initiatives or machine learning projects. In the future, if we have all the data available, we can definitely capitalize on AI/ML ...
What is your primary use case for Starburst Enterprise?
We use Starburst with one client who is exploring their ecosystem to remove data silos and enable data access across departments. It's a very big ecosystem, like a finance institute. They are curre...
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Overview

 

Sample Customers

Information Not Available
Neilsen, NC Solutions, TEOCO, Consubanco, Symphony Retail, ACI Worldwide, Bread Financial, Catalina Marketing
Find out what your peers are saying about Databricks, Amazon Web Services (AWS), Microsoft and others in Streaming Analytics. Updated: March 2026.
885,789 professionals have used our research since 2012.