Amazon MSK vs Upsolver comparison

Amazon Web Services (AWS) and Upsolver are both solutions in the Streaming Analytics category. Amazon Web Services (AWS) is ranked #5 with an average rating of 7.4, while Upsolver is ranked #17 with an average rating of 8.5. Amazon Web Services (AWS) holds a 7.3% mindshare in SA, compared to Upsolver’s 0.3% mindshare. Additionally, 90% of Amazon Web Services (AWS) users are willing to recommend the solution, compared to 100% of Upsolver users who would recommend it.

Amazon MSK

Read 11 Amazon MSK reviews

4,132 Views
3,122 Comparison Views

90% willing to recommend

Upsolver

Read 2 Upsolver reviews

101 Views
70 Comparison Views

100% willing to recommend

Amazon MSK

Upsolver

Comparison Buyer's Guide

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Executive Summary

We performed a comparison between Amazon MSK and Upsolver based on real PeerSpot user reviews.

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

To learn more, read our detailed Amazon MSK vs. Upsolver Report (Updated: April 2025).

Buyer's Guide

Amazon MSK vs. Upsolver

April 2025

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Helped 850,028 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:

Categories and Ranking

Amazon MSK

Ranking in Streaming Analytics

5th

Average Rating

7.4

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

No ranking in other categories

Upsolver

Ranking in Streaming Analytics

17th

Average Rating

8.6

Reviews Sentiment

7.6

Number of Reviews

Ranking in other categories

Data Integration (37th)

Mindshare comparison

As of May 2025, in the Streaming Analytics category, the mindshare of Amazon MSK is 7.3%, down from 9.6% compared to the previous year. The mindshare of Upsolver is 0.3%, up from 0.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Streaming Analytics

Featured Reviews

FNU AKSHANSH

Senior Data Engineer at a computer software company with 201-500 employees

Streamlines our processes, and we don't need to configure any VPCs; it's automatic

We don't have many use cases involving ingesting large amounts of data and scaling up and down. We have a clear understanding of our data volume, which remains relatively constant throughout the week. While we're aware of other features Amazon MSK offers, we feel confident in our current setup. If our requirements change significantly in the future, we'll reassess our needs and consider adopting Amazon MSK.

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Snehasish Das

Technology Leader at eTCaaS

Allows for data to be moved across platforms and different data technologies

The most prominent feature of Upsolver is its function as an ETL tool, allowing data to be moved across platforms and different data technologies. Upsolver does this in a quick time, unlike traditional processes which are time-consuming. Additionally, it offers scalability for large volumes of data, with performance and ease of cloud-native integration.

Read full review

Quotes from Members

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

Pros

"The scalability and usability are quite remarkable."

"Amazon MSK's separation of concerns and ease of creating and deploying new features are highly valuable. It just requires to assign them to the topic, and then anyone who needs to consume these messages can do so directly from Amazon MSK. This separation of concerns makes it very convenient, especially for new feature development, as developers can easily access the messages they need without having to deal with complex server communications or protocol setups."

"Amazon MSK's scalability is very good."

"Amazon MSK has significantly improved our organization by building seamless integration between systems."

"Amazon MSK has good integration because our team has been undergoing significant changes. Coupling it with MSK within AWS is helpful. We don't have to set up additionals or monitor external environments. This"

"MSK has a private network that's an out-of-box feature."

"It offers good stability."

"The most valuable feature of Amazon MSK is the integration."

More Amazon MSK pros

"The most prominent feature of Upsolver is its function as an ETL tool, allowing data to be moved across platforms and different data technologies."

"It was easy to use and set up, with a nearly no-code interface that relied mostly on drag-and-drop functionality."

"Customer service is excellent, and I would rate it between eight point five to nine out of ten."

Cons

"The configuration seems a little complex and the documentation on the product is not available."

"Horizontal scale-out is actually not easy, making it an area where improvements are required."

"The cost of using Amazon MSK is high, which is a significant disadvantage, as the increase in cloud costs by 50% to 60% does not justify the savings."

"One of the reasons why we prefer Kafka is because the support is a little bit difficult to manage with Amazon MSK."

"Amazon MSK could improve on the features they offer. They are still lagging behind Confluence."

"The cost of using Amazon MSK is high, which is a significant disadvantage, as the increase in cloud costs by 50% to 60% does not justify the savings."

"In my opinion, there are areas in Amazon MSK that could be improved, particularly in terms of configuration. Initially setting it up and getting it connected was quite challenging. The naming conventions for policies were updated by AWS, and some were undocumented, leading to confusion with outdated materials. It took us weeks of trial and error before discovering new methods through hidden tutorials and official documentation."

"It would be really helpful if Amazon MSK could provide a single installation that covers all the servers."

More Amazon MSK cons

"There is room for improvement in query tuning."

"Upsolver excels in ETL and data aggregation, while ThoughtSpot is strong in natural language processing for querying datasets. Combining these tools can be very effective: Upsolver handles aggregation and ETL, and ThoughtSpot allows for natural language queries. There’s potential for highlighting these integrations in the future."

"On the stability side, I would rate it seven out of ten. Using multiple cloud providers and data engineering technologies creates complexity, and managing different plugins is not always easy, but they are working on it."

Pricing and Cost Advice

"When you create a complete enterprise-driven architecture that is deployable on an enterprise scale, I would say that the prices of Amazon MSK and Confluent Platform become comparable."

"The price of Amazon MSK is less than some competitor solutions, such as Confluence."

"The platform has better pricing than one of its competitors."

"Upsolver is affordable at approximately $225 per terabyte per year."

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Top Industries

By visitors reading reviews

Financial Services Firm

23%

Computer Software Company

18%

Manufacturing Company

Retailer

No data available

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

Questions from the Community

What do you like most about Amazon MSK?

Amazon MSK has significantly improved our organization by building seamless integration between systems.

See all answers

What needs improvement with Amazon MSK?

The cost of using Amazon MSK is high, which is a significant disadvantage, as the increase in cloud costs by 50% to 60% does not justify the savings. There were no other notable issues.

See all answers

What is your primary use case for Amazon MSK?

We used Amazon MSK to manage high-volume third-party data entering our system. It served as a buffer when our system was unable to consume data at high speeds in real-time. The data initially went ...

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What is your experience regarding pricing and costs for Upsolver?

Upsolver is affordable at approximately $225 per terabyte per year. Compared to what I know from others, it's cheaper than many other products.

See all answers

What needs improvement with Upsolver?

There is room for improvement in query tuning. Upsolver could do a more in-depth analysis in employing machine power, such as CPU and memory, to enhance query performance. Furthermore, allocating C...

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What is your primary use case for Upsolver?

I am working as a consultant and currently have my own consultancy services. I provide services to companies that are data-heavy and looking for data engineering solutions for their business needs....

See all answers

Comparisons

Azure Stream Analytics vs Amazon MSK

Compared 35% of the time

Confluent vs Amazon MSK

Compared 19% of the time

Apache Flink vs Amazon MSK

Compared 11% of the time

Google Cloud Dataflow vs Amazon MSK

Compared 10% of the time

Amazon Kinesis vs Amazon MSK

Compared 10% of the time

More Amazon MSK Competitors

Databricks vs Upsolver

Compared 100% of the time

More Upsolver Competitors

Product Reports

Buyer's Guide

Amazon MSK

April 2025

Download Amazon MSK product report

Buyer's Guide

Data Integration

March 2025

Download Upsolver product report

Also Known As

Amazon Managed Streaming for Apache Kafka

No data available

Overview

Amazon Managed Streaming for Apache Kafka (Amazon MSK) is a fully managed service that enables you to build and run applications that use Apache Kafka to process streaming data. Amazon MSK provides the control-plane operations, such as those for creating, updating, and deleting clusters.

Amazon Web Services (AWS)

Upsolver's mission is to turn engineering-intensive data lakes into easy-to-use repositories that serve 50X more data professionals compared to the status-quo today. Upsolver cuts 95% from the tedious process of preparing event data for analytics and machine learning, using a visual SQL-based interface, a cloud-native data platform and deep technology for stream-processing, indexing and eventually-consistent file systems.

Upsolver

Sample Customers

Expedia, Intuit, Royal Dutch Shell, Brooks Brothers

Information Not Available

Buyer's Guide

Amazon MSK vs. Upsolver

April 2025

Free Report: Amazon MSK vs. Upsolver

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