StreamSets vs Toad Data Point comparison

IBM and Quest Software are both solutions in the Data Integration category. IBM is ranked #25 with an average rating of 9.0, while Quest Software is ranked #21 with an average rating of 8.8. IBM holds a 1.2% mindshare in DI, compared to Quest Software’s 0.8% mindshare. Additionally, 100% of IBM users are willing to recommend the solution, compared to 100% of Quest Software users who would recommend it.

StreamSets

Read 21 StreamSets reviews

2,948 Views
2,152 Comparison Views

100% willing to recommend

Toad Data Point

Read 8 Toad Data Point reviews

1,484 Views
1,024 Comparison Views

100% willing to recommend

StreamSets

Toad Data Point

Comparison Buyer's Guide

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Executive SummaryUpdated on Dec 19, 2024

StreamSets and Toad Data Point compete in the data integration and analysis category, offering complementary solutions. StreamSets leads in data flow management, while Toad Data Point excels in data analysis functionality.

Features: StreamSets offers continuous data ingestion, real-time analytics, and seamless integration capabilities across multiple environments. Toad Data Point provides advanced analytical capabilities, cross-platform data connectivity, and intuitive data transformation features.

Ease of Deployment and Customer Service: StreamSets provides flexible deployment options for both on-premise and cloud implementations, backed by comprehensive support and detailed documentation. Toad Data Point offers straightforward desktop installation and emphasizes responsive technical support.

Pricing and ROI: StreamSets requires a higher initial investment with a subscription model, providing returns in scalable environments. Toad Data Point features a more accessible pricing structure, attracting businesses seeking quick ROI through analytics.

To learn more, read our detailed StreamSets vs. Toad Data Point Report (Updated: March 2026).

Buyer's Guide

StreamSets vs. Toad Data Point

March 2026

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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

StreamSets

Ranking in Data Integration

25th

Average Rating

8.4

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

No ranking in other categories

Toad Data Point

Ranking in Data Integration

21st

Average Rating

8.8

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Data Preparation Tools (3rd)

Mindshare comparison

As of March 2026, in the Data Integration category, the mindshare of StreamSets is 1.2%, down from 1.6% compared to the previous year. The mindshare of Toad Data Point is 0.8%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Integration Mindshare Distribution
Product	Mindshare (%)
Toad Data Point	0.8%
StreamSets	1.2%
Other	98.0%

Data Integration

Featured Reviews

SrinivasanSankar

Enterprise Solutions Architect at a energy/utilities company with 1,001-5,000 employees

Enables effective batch loading with visual interface and enterprise support

One issue I observed with StreamSets is that the memory runs out quickly when processing large volumes of data. Because of this memory issue, we have to upgrade our EC2 boxes in the Amazon AWS infrastructure. I had to switch to a new EC2 box, even though the processor was not fully utilized. It would be beneficial if StreamSets addressed any potential memory leak issues to prevent unnecessary upgrades. Additionally, it would be a great enhancement if StreamSets could produce a lineage graph to visualize how the data has passed through the system.

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Sudunagunta Bhavya Lekha

Junior Data Analyst at Lumendata

Drag-and-drop workflows have accelerated cross-database analysis and simplified daily reporting

I consider user interface modernization in Toad Data Point to be an area for improvement; it could be enhanced with a more modern, web-based look and smoother navigation, focusing on better UX and dashboard customization. Real-time collaboration could benefit from trying Git-style integration, which would strengthen team collaboration features. Performance with large data sets sometimes slows down our workflows, so implementing a better optimization engine specifically for big data workflows could enhance functionality, along with improvements in cloud-native deployment for better browser access. For the dashboarding feature, I believe Toad Data Point could improve by offering more interactive dashboards and advanced visualizations beyond the current basic charts and pivots. Implementing capabilities such as drill-down, interactive filters, and dynamic parameter selections would align more with BI-style interactivity. Visualizations compared to tools such as Microsoft Power BI or Tableau are quite limited, so enhancing this area with cloud-hosted interactive dashboards and seamless auto-refresh options would greatly improve user experience.

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Quotes from Members

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

Pros

"The ETL capabilities are very useful for us. We extract and transform data from multiple data sources, into a single, consistent data store, and then we put it in our systems. We typically use it to connect our Apache Kafka with data lakes. That process is smooth and saves us a lot of time in our production systems."

"In StreamSets, everything is in one place."

"The most valuable would be the GUI platform that I saw. I first saw it at a special session that StreamSets provided towards the end of the summer. I saw the way you set it up and how you have different processes going on with your data. The design experience seemed to be pretty straightforward to me in terms of how you drag and drop these nodes and connect them with arrows."

"The most valuable features are the option of integration with a variety of protocols, languages, and origins."

"I really appreciate the numerous ready connectors available on both the source and target sides, the support for various media file formats, and the ease of configuring and managing pipelines centrally."

"The best thing about StreamSets is its plugins, which are very useful and work well with almost every data source. It's also easy to use, especially if you're comfortable with SQL. You can customize it to do what you need. Many other tools have started to use features similar to those introduced by StreamSets, like automated workflows that are easy to set up."

"I have used Data Collector, Transformer, and Control Hub products from StreamSets. What I really like about these products is that they're very user-friendly. People who are not from a technological or core development background find it easy to get started and build data pipelines and connect to the databases. They would be comfortable like any technical person within a couple of weeks."

"StreamSets is the leader in the market."

More StreamSets pros

"The best thing about it is its automation features."

"It provides better SQL development tooling than SQL Developer, which is not a sufficient tool for all development use cases. It offers power developers the tools they need."

"The Connectivity and Connection Manager supports a broad number of connection types, and it is trivial for end-users to set up their own connections to sources."

"We love it."

"I have never experienced any issues with customer service."

"Toad Data Point plays a crucial role in data-driven decision-making processes by facilitating data access and retrieval operations, data analysis, validations, quality checks, and performance monitoring for scenarios such as slow running queries, high database loads, or system bottlenecks, which are valuable for troubleshooting and debugging."

"We had an unsupported version of Hyperion that needed to be replaced, and Toad Data Point allowed us to quickly transition to a similar solution and to easily convert all of our preexisting queries (more than 300) to the new solution with minimum effort."

"With Toad Data Point, I can automate most steps automatically."

More Toad Data Point pros

Cons

"We create pipelines or jobs in StreamSets Control Hub. It is a great feature, but if there is a way to have a folder structure or organize the pipelines and jobs in Control Hub, it would be great. I submitted a ticket for this some time back."

"The monitoring visualization is not that user-friendly. It should include other features to visualize things, like how many records were streamed from a source to a destination on a particular date."

"One area for improvement could be the cloud storage server speed, as we have faced some latency issues here and there."

"I would like to see it integrate with other kinds of platforms, other than Java. We're going to have a lot of applications using .NET and other languages or frameworks. StreamSets is very helpful for the old Java platform but it's hard to integrate with the other platforms and frameworks."

"The design experience is the bane of our existence because their documentation is not the best. Even when they update their software, they don't publish the best information on how to update and change your pipeline configuration to make it conform to current best practices. We don't pay for the added support. We use the "freeware version." The user community, as well as the documentation they provide for the standard user, are difficult, at best."

"Visualization and monitoring need to be improved and refined."

"If the data processing in StreamSets takes a long time as compared to the previous solution, then we will reconsider why we use StreamSets."

"Sometimes, it is not clear at first how to set up nodes. A site with an explanation of how each node works would be very helpful."

More StreamSets cons

"It's not user-friendly. Once you start using it, you eventually get to know the features."

"What could be improved is probably the user interface."

"Toad Data could improve by having additional features, such as query prediction. This could help someone who's not the strongest programmer. If the software could help them write queries correctly it would be very helpful, especially for small development teams or teams that lack the input skills necessary to write and program efficiently."

"Visualizations compared to tools such as Microsoft Power BI or Tableau are quite limited, so enhancing this area with cloud-hosted interactive dashboards and seamless auto-refresh options would greatly improve user experience."

"I used their report writing a little bit, however, it could improve since it's not a really good report writer and it's a little clunky."

"Toad Data could improve by having additional features, such as query prediction."

"On the scheduling server, some scheduled reports just sit there and never execute for the first time."

More Toad Data Point cons

Pricing and Cost Advice

"We are running the community version right now, which can be used free of charge."

"StreamSets Data Collector is open source. One can utilize the StreamSets Data Collector, but the Control Hub is the main repository where all the jobs are present. Everything happens in Control Hub."

"The overall cost is very flexible so it is not a burden for our organization... However, the cost should be improved. For small and mid-size organizations it might be a challenge."

"The pricing is too fixed. It should be based on how much data you need to process. Some businesses are not so big that they process a lot of data."

"There are different versions of the product. One is the corporate license version, and the other one is the open-source or free version. I have been using the corporate license version, but they have recently launched a new open-source version so that anybody can create an account and use it. The licensing cost varies from customer to customer. I don't have a lot of input on that. It is taken care of by PMO, and they seem fine with its pricing model. It is being used enterprise-wide. They seem to have got a good deal for StreamSets."

"The pricing is affordable for any business."

"Its pricing is pretty much up to the mark. For smaller enterprises, it could be a big price to pay at the initial stage of operations, but the moment you have the Seed B or Seed C funding and you want to scale up your operations and aren't much worried about the funds, at that point in time, you would need a solution that could be scaled."

"The licensing is expensive, and there are other costs involved too. I know from using the software that you have to buy new features whenever there are new updates, which I don't really like. But initially, it was very good."

More StreamSets pricing and cost advice

"The Mac licenses are expensive, costing 1,600 dollars each. This is much higher than for the Windows version. I maintain a very limited number of licenses due to this cost."

"The price of Toad Data Point was approximately $500 annually."

"The cost of this product is reasonable."

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Top Industries

By visitors reading reviews

Financial Services Firm

Manufacturing Company

Insurance Company

Real Estate/Law Firm

Financial Services Firm

22%

Healthcare Company

10%

Manufacturing Company

Retailer

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	9
Midsize Enterprise	2
Large Enterprise	11

No data available

Questions from the Community

What do you like most about StreamSets?

The best thing about StreamSets is its plugins, which are very useful and work well with almost every data source. It's also easy to use, especially if you're comfortable with SQL. You can customiz...

See all answers

What needs improvement with StreamSets?

See all answers

What is your primary use case for StreamSets?

We are using StreamSets for batch loading.

See all answers

What is your experience regarding pricing and costs for Toad Data Point?

The pricing for Toad Data Point is where it gets into trouble. Microsoft is free, so if you get SQL Server, you get all the other stuff with it. You have to use several Microsoft tools that don't a...

See all answers

What needs improvement with Toad Data Point?

See all answers

What is your primary use case for Toad Data Point?

We are working for US banking, and for that, we have a project where we are using PowerCenter along with ETL; in that, we are using Toad Data Point for the SQL queries. Drag-and-drop functionality ...

See all answers

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Compared 8% of the time

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Compared 8% of the time

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Product Reports

Buyer's Guide

StreamSets

March 2026

Download StreamSets product report

Buyer's Guide

Toad Data Point

March 2026

Download Toad Data Point product report

Overview

StreamSets is a data integration platform that enables organizations to efficiently move and process data across various systems. It offers a user-friendly interface for designing, deploying, and managing data pipelines, allowing users to easily connect to various data sources and destinations. StreamSets also provides real-time monitoring and alerting capabilities, ensuring that data is flowing smoothly and any issues are quickly addressed.

IBM

Toad Data Point is a cross-platform, self-service, data-integration tool that simplifies data access, preparation and provisioning. It provides nearly limitless data connectivity, desktop data integration, visual query building and workflow automation.

Quest Software

Sample Customers

Availity, BT Group, Humana, Deluxe, GSK, RingCentral, IBM, Shell, SamTrans, State of Ohio, TalentFulfilled, TechBridge

Concordia University

Buyer's Guide

StreamSets vs. Toad Data Point

March 2026

Free Report: StreamSets vs. Toad Data Point

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