StreamSets vs Zapier comparison

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StreamSets

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Executive SummaryUpdated on Mar 15, 2026

Zapier and StreamSets are both strong contenders in the automation landscape. Zapier holds an upper hand in ease of use, offering extensive integrations, while StreamSets is superior for enterprise-grade data processing.

Features: Zapier offers ease of use with a library of over 2,000 Zaps, enabling seamless connections between applications like Google Sheets and Salesforce. It's designed for non-technical users, allowing for easy automation without complex technical knowledge. However, its focus remains on straightforward integrations. StreamSets excels in handling complex data transformations and integrations with OLTP databases and Kafka, making it ideal for detailed pipeline control. Its data drift resilience and ETL capabilities cater to those managing complex enterprise systems.

Room for Improvement: Zapier needs enhancements in complex workflow automation, particularly in API support and dynamic decision-making, along with improved error reporting and team collaboration. Its Google Sheets integration also calls for refinement. StreamSets should improve its technical documentation and user interface. It requires ease of setup for SAP HANA multi-table reads and more flexible pricing for small businesses. Better memory handling under large data loads is also necessary.

Ease of Deployment and Customer Service: Zapier’s public cloud model allows straightforward deployment, though support experiences vary. StreamSets offers hybrid and on-premises options, which cater to diverse infrastructure needs and are often praised for support efficiency. While Zapier is noted for user-friendliness, StreamSets is lauded for enterprise customization and support.

Pricing and ROI: Zapier provides a range of pricing tiers, including a free plan for low-volume users, but costs can rise with more complex automations. StreamSets offers an open-source Data Collector, but its Control Hub and advanced features can be expensive. Zapier suits startups and medium businesses with flexible pricing, while StreamSets' comprehensive solutions may strain smaller businesses financially. Zapier's ROI is positive for frequent lightweight integrations, making processes cost-effective.

To learn more, read our detailed StreamSets vs. Zapier Report (Updated: August 2026).

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StreamSets vs. Zapier

August 2026

Helped 909,948 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:

ROI

Sentiment score

8.1

StreamSets speeds up data processing, boosts efficiency and revenue, simplifies tasks, enhances security, and reduces costs significantly.

Sentiment score

5.7

Zapier is valued for its integration and efficiency, offering perceived ROI and savings compared to hiring, despite some cost concerns.

No quotes available

For more quotes and insights, download the StreamSets report

In a scenario where employing three resources for three months might cost approximately $18,000 to $20,000, Zapier provides substantial cost savings.

Tarkeshwar Kumar

Chief Technology Advocate at PURESOFT GLOBAL LLC

For more quotes and insights, download the Zapier report

Customer Service

Sentiment score

6.7

StreamSets support is responsive and knowledgeable, offering effective solutions, though response times and technical handling could improve.

Sentiment score

7.1

Zapier support is praised for responsiveness and knowledge, but criticized for delays and lack of chat options.

IBM technical support sometimes transfers tickets between different teams due to shift changes, which can be frustrating.

For more quotes and insights, download the StreamSets report

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

Their technical support is good; they respond promptly and are very helpful.

MuhammadImran

Go High Level Manager at Virtual Worker Now

This can help if you need assistance, as you can communicate with the community and support system, and most issues are already resolved by AI.

Sachin Shrtivastava

Automation Engineer at Axe Automation

The experience was positive with prompt responses from their team.

Tarkeshwar Kumar

Chief Technology Advocate at PURESOFT GLOBAL LLC

For more quotes and insights, download the Zapier report

Scalability Issues

Sentiment score

7.6

StreamSets is scalable and flexible, favored for cloud use but could improve auto-scaling for large data migrations.

Sentiment score

7.4

Zapier is scalable and adaptable for businesses, though costs and complexities can increase with intricate automations.

No quotes available

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Zapier is suitable for small or simpler automation but not for complex ones.

Sachin Shrtivastava

Automation Engineer at Axe Automation

Scaling it gets quite expensive, and while I cannot evaluate it purely from a technology perspective, compared to Workato, I would give Zapier a seven for scalability.

For more quotes and insights, download the Zapier report

Product Owner | Integration

Stability Issues

Sentiment score

7.8

StreamSets is praised for stability and reliability, despite minor memory issues, with high user ratings and market competitiveness.

Sentiment score

6.8

Users find Zapier stable and reliable, though issues arise from external triggers; resolutions are quick, but improvements are suggested.

No quotes available

For more quotes and insights, download the StreamSets report

In my current company, we had significant challenges with Zapier regarding maintenance, as Zaps were often broken, not necessarily due to Zapier, but due to changes in the input variables.

For more quotes and insights, download the Zapier report

Product Owner | Integration

Room For Improvement

StreamSets struggles with integration, real-time processing, clarity in UI, memory issues, security, documentation, and cloud storage performance.

Zapier is seen as costly, with users seeking improved integrations, interface, support, documentation, and advanced workflow capabilities.

It would be beneficial if StreamSets addressed any potential memory leak issues to prevent unnecessary upgrades.

For more quotes and insights, download the StreamSets report

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

The error message options in the dashboard should be improved. It should be user-friendly so that beginners or non-technical users can figure out the problems and solutions on their own.

Awais Mehmood

Webflow Developer at Qureos

You can build similar or dependent automations in one Zap, which helps with understanding the process without switching between different records.

For more quotes and insights, download the Zapier report

Product Owner | Integration

Having flexibility in creating more complex automation would eliminate the need to transform data within the source or destination.

reviewer2716083

Business Intelligence Developer at a consultancy with 51-200 employees

Setup Cost

StreamSets provides flexible pricing models, with varied user satisfaction, favoring larger enterprises over smaller companies due to cost.

Zapier, though expensive compared to competitors, is valued for automating workflows without developers, with prices scaling by usage.

No quotes available

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The pricing is in accordance with market standards and even lower in some cases.

Tarkeshwar Kumar

Chief Technology Advocate at PURESOFT GLOBAL LLC

The pricing of Zapier is slightly higher compared to other market automation tools such as Pabbly, Make.com, and N8N, which have good features but are priced lower than Zapier.

MuhammadImran

Go High Level Manager at Virtual Worker Now

For more quotes and insights, download the Zapier report

Valuable Features

StreamSets offers intuitive interface, extensive connectors, and features accessible to non-technical users for seamless data integration and manipulation.

Zapier excels in seamless app integration and automation, allowing users to streamline tasks without coding effortlessly.

It allows a hybrid installation approach, rather than being completely cloud-based or on-premises.

For more quotes and insights, download the StreamSets report

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

A webhook is what helps solve most of it because we can create all the different modules as a separate workflow in Zapier with their own custom webhook URL and then call them or chain them together to create a complex workflow solving a bigger use case problem.

Amrit Dash

Automation Engineer at a educational organization with 11-50 employees

They have approximately 7,000 connections.

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Product Owner | Integration

The automation capabilities are impressive.

reviewer2716083

Business Intelligence Developer at a consultancy with 51-200 employees

Categories and Ranking

StreamSets

Ranking in Data Integration

24th

Average Rating

8.4

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

No ranking in other categories

Zapier

Ranking in Data Integration

23rd

Average Rating

8.4

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

Cloud Data Integration (14th), Business Orchestration and Automation Technologies (20th), AI Software Development (19th)

Mindshare comparison

As of August 2026, in the Data Integration category, the mindshare of StreamSets is 1.1%, down from 1.5% compared to the previous year. The mindshare of Zapier is 1.1%, up from 0.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Integration Mindshare Distribution
Product	Mindshare (%)
Zapier	1.1%
StreamSets	1.1%
Other	97.8%

Data Integration

Featured Reviews

Enables effective batch loading with visual interface and enterprise support

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

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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Amrit Dash

Automation Engineer at a educational organization with 11-50 employees

Modular automations have streamlined onboarding and now orchestrate delayed multi-day workflows

Zapier offers the best features through the capability to make our own webhooks and the delay functionalities, which stand out in Zapier.The delay functionality and custom webhooks are valuable for our organization because of how we deal with things at our organization by creating things in a very modular way. We will have different modules talking to each other for a specific complex workflow. A webhook is what helps solve most of it because we can create all the different modules as a separate workflow in Zapier with their own custom webhook URL and then call them or chain them together to create a complex workflow solving a bigger use case problem. Secondly, the delays, with having a bigger delay in number of days, gives the automation a bigger window to run in, which is not the case with make.com or any other platform that we use for automation. The delays on other platforms are mostly within the range of one to five minutes because the scenario needs to run on that particular go. With Zapier, the scenario can span over multiple days and it does not take up running memory. Rather than that, it goes to sleep and runs back again after the designated time. With Zapier, I am able to handle workflows much faster. I have been able to reduce the effort the manual onboarding team and the operations team had to do in terms of employee onboarding. We have reduced the workflow time and made things more efficient and smoother and avoided any repetitive tasks in the day-to-day workflow of a team member. There is a significant reduction in manual work and team members save time by eliminating multiple workflows which are repetitive in nature that the automation team builds for them using Zapier.

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Top Industries

By visitors reading reviews

Financial Services Firm

12%

Comms Service Provider

Manufacturing Company

Outsourcing Company

Construction Company

17%

Manufacturing Company

10%

Financial Services Firm

Outsourcing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

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

By reviewers
Company Size	Count
Small Business	32
Midsize Enterprise	10
Large Enterprise	7

Questions from the Community

What needs improvement with StreamSets?

What is your primary use case for StreamSets?

We are using StreamSets for batch loading.

What advice do you have for others considering StreamSets?

If asked, I definitely recommend StreamSets to other users. My overall rating for the solution is nine.

What is your experience regarding pricing and costs for Zapier?

The pricing is in accordance with market standards and even lower in some cases. The license setup cost is reasonable.

What needs improvement with Zapier?

Zapier can be improved by having more complex running scenarios, such as running code and more custom modules, and maybe multi-router cases which will make the workflows even tighter and more compl...

What is your primary use case for Zapier?

My main use case for Zapier is that it acts as a no-code automation platform which helps us in automating business platforms and business process automation. It is a tool that we were using prior t...

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Product Reports

Download StreamSets product report

StreamSets

July 2026

Download Zapier product report

July 2026

Overview

StreamSets streamlines data pipeline creation, connecting data from multiple sources to destinations like cloud platforms with minimal coding. Its centralized platform and intuitive design enhance ETL and data migration processes.

StreamSets integrates seamlessly with analytics platforms, offering tools such as Data Collector and Control Hub to facilitate data ingestion, transformation, and machine learning integrations. Its user-friendly interface and ready connectors aid in configuring complex data pipelines. With built-in data drift resilience and scheduling options, users experience efficient, scalable data management, despite challenges like latency in cloud storage and interface enhancement needs. Users often employ StreamSets for batch loading, real-time data processing, and smart data pipeline management, offering comprehensive data integration solutions.

What are the key features of StreamSets?

Data Collector: Enables streamlined data collection and processing.
Control Hub: Centralizes management of data pipelines.
Minimal Coding: Simplifies pipeline configuration with limited code requirement.
Data Drift Resilience: Adapts to changes in data patterns effectively.

What benefits should users look for?

Time-Saving: Efficient processes reduce manual effort.
Scalability: Easily manages large datasets.
Integration: Connects with leading analytics and cloud platforms.
Real-Time Processing: Supports continuous data delivery for timely insights.

In industries like finance and technology, StreamSets supports data migration, machine learning integrations, and analytics by simplifying data transformation and enhancing decision-making capabilities through its robust pipeline management.

IBM

Zapier connects thousands of apps, enabling seamless automation without coding. It supports webhooks, multi-step tasks, and a wide array of integrations. Despite needing enhancements in Google Sheets capabilities, API limits, and UI, it remains a tool for boosting productivity across many sectors.

By linking tools such as Google Sheets, HubSpot, Slack, and Salesforce, Zapier allows users to automate workflows without coding expertise. Its integrations serve logistics operations, CRM, and social media management. Users can process tracking exceptions and streamline operations with third-party software like QuickBooks, Zoho, and Power BI. Although users suggest features like better Google Sheets handling and improved collaboration tools, Zapier continues to provide expansive automation, enhancing efficiency and facilitating new opportunities through integrations.

What Features Stand Out in Zapier?

App Connectivity: Integrates thousands of tools, simplifying task automation.
Ease of Use: No coding needed to set up integrations.
Webhooks: Offers real-time data transfer between applications.
Multi-step Zaps: Allows complex workflows across various apps.
Comprehensive Library: Extensive list of app integrations for users.

What Benefits Should You Expect?

Increased Productivity: Facilitates seamless automation of tasks.
Efficiency Improvement: Streamlines processes across multiple tools.
Business Agility: Supports varied workflows to meet specific needs.
Integration Flexibility: Connects a wide range of popular applications.
Simple Automation: Users automate processes without technical skills.

In logistics, Zapier enhances operations by automating exception tracking and third-party software integration. Its use in CRM and social media streamlines lead creation and workflow automation. Users from diverse industries leverage its extensive connectivity to support intelligence management, generate analytical insights, and execute cross-functional tasks efficiently.

Sample Customers

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

BuzzFeed, Groupon, Spotify, Columbia University, FOX