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Aiven Platform vs Starburst Enterprise 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

Aiven Platform
Ranking in Streaming Analytics
16th
Average Rating
8.0
Reviews Sentiment
7.2
Number of Reviews
5
Ranking in other categories
No ranking in other categories
Starburst Enterprise
Ranking in Streaming Analytics
18th
Average Rating
8.6
Reviews Sentiment
6.9
Number of Reviews
2
Ranking in other categories
Data Science Platforms (16th)
 

Mindshare comparison

As of July 2026, in the Streaming Analytics category, the mindshare of Aiven Platform is 2.4%, up from 1.4% compared to the previous year. The mindshare of Starburst Enterprise is 2.4%, down from 3.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Streaming Analytics Mindshare Distribution
ProductMindshare (%)
Aiven Platform2.4%
Starburst Enterprise2.4%
Other95.2%
Streaming Analytics
 

Featured Reviews

Abdulmunafz Mct - PeerSpot reviewer
Full Stack Developer at Sri Krishna Arts and Science
Managed cloud databases have reduced operational effort and now support faster feature delivery
Aiven Platform could be improved by offering more detailed monitoring and analytics, additional customization plan options, enhanced cost operation insights, and more comprehensive data for advanced use cases. On a day-to-day basis, I highlight the need for improving dashboard navigation by providing clear cost visibility. There are navigational complexities that exist. If you can provide clear cost visibility, it will help reduce friction and improve the user experience. Regarding Aiven Platform's AI capabilities, I think it could improve by providing more granular role-based access control, enhancing audit logging, clearer compliance reporting, and more centralized policy management for governance and security.
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.

Quotes from Members

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

Pros

"Aiven Platform delivers highly accurate and reliable outputs with consistent performance, and its managed services, monitoring, and high availability features help to ensure data integrity and minimize downtime, highlighting the accuracy and reliability of the output."
"One of the most valuable features of Aiven Platform is that it handles the upgrades for us seamlessly, saving us time that would be spent on routine upgrades."
"The performance of Aiven Platform is quite good, as I have not seen any downtime, and it is very reliable, with backups in place, allowing me to fetch data without experiencing any high latency, even as a free tier user."
"Based on my experience with Aiven Platform, the best feature it offers is Apache Kafka, which is top-notch and one of the best services I have used."
"What I like best about the tool is that the process for the services is faster compared to other methods. It's easier to use because Aiven for Apache Kafka handles the maintenance, so we have less to manage. We only use Kafka to manage its connectivity."
"It's very scalable, fast performing, and supports many catalogs."
"We have noticed improvements in performance using Starburst Enterprise. It handles complex data, including reading and partitioning files. We can add a new catalog to Starburst Enterprise by providing connection details and service account information. This allows us to integrate with existing tools, such as the Snowflake database, which we use for data protection in our project."
 

Cons

"I would really like to see Aiven Platform add a user interface for database backups, as this would eliminate the need for a third-party solution."
"Regarding needed improvements, I find the support and documentation a bit lacking in detail, and sometimes it takes long to get replies when I need support, which can be a challenge."
"One challenge we face is when we want to update the version, for example, from 3.6 to 3.7. It will spawn new nodes, and then there's rebalancing and syncing from other brokers. There's high CPU usage during this process, so the solution can't be used for a while, causing some downtime in our services. To tackle this challenge, we schedule maintenance updates during low-traffic periods when there's less risk and fewer users use the services."
"Starburst Enterprise could improve by offering additional features similar to those provided by other SQL query tools. For example, incorporating functionalities like pivot tables would make it more feasible to use."
"There should be support for REST API data sources to access data from the web."
 

Pricing and Cost Advice

Information not available
"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 using Starburst Enterprise can vary based on the amount of data you're processing and the type of machines you opt for, whether on AWS or another cloud platform."
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Top Industries

By visitors reading reviews
Computer Software Company
13%
Educational Organization
12%
Financial Services Firm
11%
Outsourcing Company
9%
Financial Services Firm
35%
Computer Software Company
7%
Manufacturing Company
6%
Construction Company
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business6
Midsize Enterprise2
Large Enterprise3
No data available
 

Questions from the Community

What needs improvement with Aiven for Apache Kafka?
Aiven Platform could be improved by offering more detailed monitoring and analytics, additional customization plan options, enhanced cost operation insights, and more comprehensive data for advance...
What is your primary use case for Aiven for Apache Kafka?
My main use case for Aiven Platform is managing our databases and data services, which is reliable and has good performance for less operational overhead. When I say I use it for managing databases...
What advice do you have for others considering Aiven for Apache Kafka?
My advice for others looking into using Aiven Platform is that if they are managing a Postgres database, they need to switch to Aiven Platform. It is truly worth it for the automatic management, au...
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...
What advice do you have for others considering Starburst Enterprise?
Starburst requires a heavy investment in infrastructure; it needs heavy computing and storage. If your use case doesn't involve heavy processing or storage, then Starburst might not be the solution...
 

Overview

Find out what your peers are saying about Aiven Platform vs. Starburst Enterprise and other solutions. Updated: June 2026.
902,988 professionals have used our research since 2012.