Alteryx One vs Bright Data comparison

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Alteryx One

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Executive SummaryUpdated on Oct 16, 2026

Alteryx and Bright Data compete in the data analysis and management category. Alteryx has the upper hand in analytical capabilities and ease of use, while Bright Data offers superior external data acquisition features.

Features: Alteryx boasts powerful data blending capabilities, advanced analytics, and workflow automation. Bright Data offers a vast network of proxies, comprehensive data scraping capabilities, and reliable web data extraction services.

Room for Improvement: Alteryx could enhance its support for external data acquisition, better integrate with third-party data sources, and improve scalability for large datasets. Bright Data could simplify its API documentation, provide more intuitive user interfaces, and offer more robust support resources for complex data gathering setups.

Ease of Deployment and Customer Service: Alteryx facilitates quick integration with existing systems and provides extensive support resources. In contrast, Bright Data has a more involved deployment process due to its advanced customization options but offers strong support for technical requirements.

Pricing and ROI: Alteryx offers a flexible pricing model with strong ROI for data analytics. Bright Data's pricing might be higher due to its extensive infrastructure, yet delivers significant value for web-scale data collection needs.

To learn more, read our detailed Alteryx One vs. Bright Data Report (Updated: September 2026).

Alteryx One vs. Bright Data

September 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

Alteryx One

Ranking in Data Preparation Tools

1st

Average Rating

8.2

Reviews Sentiment

6.9

Number of Reviews

119

Ranking in other categories

Data Integration (11th), Predictive Analytics (2nd), Data Science Platforms (4th)

Bright Data

Ranking in Data Preparation Tools

5th

Average Rating

8.2

Reviews Sentiment

6.6

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of October 2026, in the Data Preparation Tools category, the mindshare of Alteryx One is 15.1%, down from 31.7% compared to the previous year. The mindshare of Bright Data is 4.4%, up from 2.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Preparation Tools Mindshare Distribution
Product	Mindshare (%)
Alteryx	15.1%
Bright Data	4.4%
Other	80.5%

Data Preparation Tools

Featured Reviews

ManojBehera

Senior Staff Cyber Security Cloud Data Architect at GE Healthcare

Automated complex ETL workflows have reduced coding effort and improved data integration

One area for improvement is in integrating mostly the data which comes from telemetry, where I can see some sort of improvisations can be made. It is a massive amount of unstructured data, and I believe Alteryx is able to handle it, but there can be some improvements. Suggestions for improvements in Alteryx include areas for increasing efficiency, particularly in processing telemetry data, which involves dealing with large volumes of unstructured data. Additionally, I believe when we use filter tools immediately after the input source, there can be slowdowns when handling massive data. The user experience of Alteryx is generally good, but there are areas for improvement from a user's perspective, particularly regarding user interface enhancements. I think there's always room for improvement, but otherwise, Alteryx has been a great tool for me. We haven't experienced significant disruptions while increasing data volumes, though I sense there could be performance issues as data grows exponentially. This is an area that could use improvement in Alteryx.

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Igor Berezhnoi

Software Engineer at SEON. Fraud Fighters

Reliable unblocking services have supported seamless access to protected web pages

The main use case for me is utilizing Bright Data's unblocking services that allow me to receive the whole protected web page via a simple API call. It is quite easy to use and reliable, which is important for large businesses. This is valuable to my organization as it is one of the main proxy providers I use in my projects and in client projects, wherever possible.

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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

"Although Alteryx is a paid software, it is equally able to provide better performance without writing a single line of code."

"The solution offers excellent predicting power. The accuracy and confidence have been great."

"Alteryx has a good UI. We use it frequently in our projects. The tool comes with drag-and-drop features and is easy to understand for business needs. One situation where Alteryx's advanced analytics capabilities were particularly beneficial for us was during a forecasting project. Unlike Python, which requires coding, Alteryx simplifies the process significantly. With Alteryx, users can adjust parameters within the user interface without writing any code."

"Geo features have made spatial mapping large retail universes possible."

"We use Alteryx Designer for analytics. It's quite helpful because once we set it up, we don't have to manually update or process data repeatedly. It saves time, especially for financial reporting, which is typically done monthly or quarterly. Once we set it up initially, we only need to make occasional updates if necessary."

"The most valuable feature is user-friendliness, as Alteryx can be used by those without any coding experience or experienced data scientists as it has the functionality to embed R and Python scripts."

"It allows for manipulation and automation, which has greatly reduced the amount of time required per project."

"Alteryx is the kind of software that a corporation would want to go with and to deploy for people who are not really data scientists and that have to use data, design dashboards, clean and prepare data and so on."

More Alteryx One pros

"The solution's most valuable feature is its mobile proxies."

"The configuration was very easy, and the documentation was generally clear and direct."

"The response time was fast, even when we had to run thousands of requests."

"It offers features tailored to various project sizes and requirements, making it suitable for both small—and large-scale data scraping needs."

"The platform is scalable and works well with large projects. I have not experienced any issues with scalability."

"The solution's most valuable feature is that it allows me to bypass proxy, IP, CAPTCHA, and everything else."

"The most valuable feature of Bright Data is its proxy server, which effectively mimics real human behavior, avoiding complex navigation in the browser and reducing server load during scraping. This makes it easier to scrape data sets."

"I think Bright Data is one of the best tools in the market. I've tested many, but Bright Data doesn't have much downtime. It's very fast compared to other proxy providers. Speed is their main USP, which is what they're selling it for. They're also good with security. The signal remains the same if something goes wrong with our internet connections or laptops. It doesn't affect the profiles or other things we're using. It just cuts off the internet connection directly. That's one of the best use cases."

More Bright Data pros

Cons

"Alteryx is a little bit expensive compared to competing solutions."

"I think sometimes the solution doesn't load properly or takes so much time for the workflows. Though the workflow runs and completes the file in Excel, if you use the same formula, it's a bit slow. Also, the image processing is not so good because I tried to do some image processing and they were like, sometimes they put two to eight. In the document, it was two, but the OCR predicted it as eight."

"Alteryx can improve the model management and deployment processing of large workloads."

"A colleague of mind mentioned that the solution should have more options for the visualization of data."

"The pricing seems high for my current needs. However, considering the benefits, it is easier to justify to management for broader company usage."

"Even when it already includes some AI models, this area could be improved."

"The screen when you are looking into your workflows and your ETL processes needs to be improved. You cannot manage it very well."

"Alteryx could be improved in the area of analytics and central governance."

More Alteryx One cons

"One area for product improvement might be the interface's complexity for students who need more coding experience."

"The solution's proxy selection process needs improvement. Incorporating country-specific proxies would be beneficial."

"The problem with the tool is that it is not big enough...It is not that user-friendly."

"As part of the Bright Initiative, since we’re a nonprofit, we are limited in the number of data points we can download."

"The Datasheet API has unclear documentation."

"The main reason we left the product was that it was very expensive. They need to adjust their packages according to who uses them. They're very expensive compared to the market, probably because they believe they're the best. But it's too costly for companies like ours to continue with it. Another issue is that their support team is a bit slow."

"I think Bright Data and the tools within its catalog are still unpopular. Earlier, I did not know that Bright Data had a web scraping browser."

"Bright Data could improve its user interface and dashboard to make it more user-friendly. I found it confusing and hard to navigate initially, and even after using it for three months, I still struggle sometimes to find what I need. It would be helpful if they could enhance the presentation and organization of their dashboard to make it easier for users like me to access and manage data effectively. Learning to use Bright Data may take a few days due to its current usability challenges, but it's manageable. However, realizing its full capabilities might take longer due to navigation difficulties and lack of clarity in data presentation."

More Bright Data cons

Pricing and Cost Advice

"There are some implementation services and internal effort costs at the beginning but there is nothing else."

"The license is really expensive, we cannot afford to have two or three. It takes away all the budget of my area."

"I rate the price of Alteryx Designer a ten on a scale of one to ten, where one is low price and ten is high price."

"I rate the price of Alteryx Designer as a five on a scale of one to ten, where one is extremely expensive, and ten is a highly cheap product."

"It's probably on the pricey side, but they provide some really useful ways to grow and test."

"There is a license required for this solution."

"Alteryx Designer is an expensive solution."

"Alteryx Designer is a very expensive solution."

More Alteryx One pricing and cost advice

"Regarding pricing, we paid about 1000 dollars monthly for Bright Data. We started with their pay-as-you-go plan, which was expensive as we were charged per GB. Then we moved to the 500 dollar package, then the 1000 dollar package. We considered the 2000 dollar package they introduced recently."

"The product pricing is reasonable for its features."

"I think the pricing is fair, if it is used in a business. The pricing model might need some adjustments if I am using it for a personal purpose, especially if I use it for a month or two."

"The product has average pricing."

"I don’t think the solution’s pricing is expensive."

"Compared to other proxy servers, Bright Data's pricing is quite reasonable. I"

"I got a type of free access, but it was through a referral from my friend. I got some credits free from the tool's end."

"Bright Data is not an expensive tool compared to its competitors."

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Top Industries

By visitors reading reviews

Financial Services Firm

20%

Manufacturing Company

10%

Construction Company

Outsourcing Company

Financial Services Firm

13%

Construction Company

12%

Transportation Company

10%

Manufacturing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	46
Midsize Enterprise	20
Large Enterprise	73

By reviewers
Company Size	Count
Small Business	11
Midsize Enterprise	6
Large Enterprise	1

Questions from the Community

What is the Biggest Difference Between Alteryx and IBM SPSS Modeler?

One of the differences is that with Alteryx you can use it as an ETL and analytics tool. Please connect with me directly if you want to know more.

What is the Biggest Difference Between Alteryx and IBM SPSS Modeler?

Alteryx is an extremely easy and flexible data tool, flexible in terms of drag and drop toolset and also has python, R integrations if your team requires this. It can handle over 2 billion rows of...

What is the Biggest Difference Between Alteryx and IBM SPSS Modeler?

I am not familiar with IBM SPSS Modeler, therefore, I cannot compare these two products. Regarding Alteryx I can say the following: - An excellent desktop tool for Data Prep and analytics. - Featu...

What needs improvement with Bright Data?

Bright Data could significantly improve its support service. There are many tensions every time something occurs, although this doesn't happen frequently. A faster support team, ideally in real-tim...

What is your primary use case for Bright Data?

The main use case for me is utilizing Bright Data's unblocking services that allow me to receive the whole protected web page via a simple API call.

What advice do you have for others considering Bright Data?

I recommend using Bright Data. I rate it an eight because while I am satisfied with most aspects, some sides of client support need improvement. I would give the overall solution a rating ofeight o...

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Product Reports

Download Alteryx One product report

Alteryx One

October 2026

Download Bright Data product report

October 2026

Also Known As

Alteryx Designer Cloud, Alteryx Designer

No data available

Overview

Alteryx enhances efficiency by automating data preparation and transformation through a user-friendly drag-and-drop interface, catering to non-technical users and business professionals. It supports data blending, predictive analytics, and diverse data integration capabilities.

Alteryx streamlines data manipulation and complex transformations, benefiting industries such as finance and marketing with its ability to connect to multiple data sources and automate workflows. The platform supports analytics and machine learning model building, reducing manual efforts in ETL processes. Despite its capabilities, improvements are needed in database connectivity, pricing flexibility, and cloud service integration. Users desire enhancements in reporting features, visualization, and technical support to optimize its full potential. Machine learning and predictive analytics features require advancements to improve user experience and broaden accessibility through better connectors and reduced licensing costs.

What are Alteryx's key features?

Data Preparation: Simplifies the process with no coding required, easing data handling.
Data Blending: Integrates multiple data sources seamlessly for comprehensive insights.
Predictive Analytics: Provides tools for building predictive models without extensive programming.
Scalability: Handles large datasets efficiently, accommodating business growth.
Integration Capabilities: Connects to a wide range of data sources for flexible analysis.

What benefits and ROI should be looked for in reviews?

Efficiency: Reduces manual effort through automation, saving time and resources.
Flexibility: Adapts to different data sources, allowing comprehensive data analysis.
User-friendly: Enhances accessibility for non-technical users with its intuitive interface.
Performance: Offers stable and reliable performance, ensuring quick data processing.
Business Insights: Facilitates informed decision-making with advanced analytical capabilities.

In finance and marketing, organizations leverage Alteryx to automate data tasks, connect diverse sources, and generate analytics models and dashboards efficiently. Its no-code approach aids in rapid data preparation, cleansing, and analysis, empowering business users to engage in predictive and prescriptive analytics effectively.

Alteryx

Bright Data offers a comprehensive suite of services focusing on affordable and secure web scraping, with a vast pool of IP proxies aiding effective data collection globally.

Bright Data provides efficient web scraping solutions using predefined templates and data filters, supported by excellent security and a large pool of proxies. This robust system supports scraping from sites like Amazon, eBay, and LinkedIn, useful for research and data collection, while documentation aids businesses in data extraction, though improvements are needed in dashboard user-friendliness and support services speed.

What are Bright Data's most essential features?

Affordable Pricing: Offers competitive rates for users seeking reliable data.
Ease of Use: Features predefined templates that simplify scraping processes.
Comprehensive Security: Uses a large proxy pool ensuring secure data extraction.
Effective Support: Provides assistance for faster, minimal downtime data collection.
Advanced CAPTCHA Bypass: Sophisticated bypass techniques enhance data access.

What benefits should users look for in reviews?

Speed: Users find service fast, aiding timely data extraction.
Reliability: Notable for minimal downtime during operations.
Clarity of Documentation: Users appreciate clear, helpful guides for data scraping.

Bright Data serves industries like e-commerce and academia, facilitating scraping from platforms such as Ticketmaster for real-time data updates. Data center and mobile proxies support global data extraction, enhancing research, monitoring, and economic studies.

Sample Customers

AnalyticsIq Inc., belk, BloominBrands Inc., Cardinalhealth, Cineplex, Dairy Queen

Information Not Available