Alteryx Reviews, Ratings & Features 2026 | Gartner Peer Insights

Data preparation is an iterative and agile process for finding, combining, cleaning, transforming and sharing curated datasets for various data and analytics use cases including analytics/business intelligence (BI), data science/machine learning (ML) and self-service data integration.

Data preparation tools promise faster time to delivery of integrated and curated data by allowing business users including analysts, citizen integrators, data engineers and citizen data scientists to integrate internal and external datasets for their use cases. Furthermore, they allow users to identify anomalies and patterns and improve and review the data quality of their findings in a repeatable fashion. Some tools embed ML algorithms that augment and, in some cases, completely automate certain repeatable and mundane data preparation tasks. Reduced time to delivery of data and insight is at the heart of this market.

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Find the top Data Preparation Tools with Gartner. Compare and filter by verified product reviews and choose the software that’s right for your organization.

Data Preparation Tools

Alteryx One Platform

ClearStory Data (Legacy)

Alteryx

Data Analyst

Alteryx Designer makes workflows easy to visualize, edit, and run. It is extremely versatile.

30B + USD

3B - 10B USD

1B - 3B USD

500M - 1B USD

10B - 30B USD

<50M USD

50M - 250M USD

250M - 500M USD

Gov't/PS/ED 5,000 - 50,000 Employees

Gov't/PS/ED <5,000 Employees

Gov't/PS/ED 50,000 + Employees

Head Of It

Alteryx changing their product line without prior notice has had negative impact on our business

Sr Developer

we have a overall positive exprience with this product. it is significantly improved how out team of 5 handles data preparation and multisource integration across at client side. this product makes easy to design, validate and maintain complex logic without custom coding.
at client we mainly handle ETL development cycle and empower other team doing analytics.

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Datameer

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Trifacta

Altair (Datawatch)

Lavastorm

DataRobot

TIBCO

Domo

Paxata

Alteryx (ClearStory Data)

Birst

Siemens (Altair)

Pentaho

Hitachi Vantara

Tamr

Zaloni

EasyMorph

Alteryx, Inc. is a software company that provides self-service data analytics software. The company was founded in 1997 and is headquartered in Irvine, California, and has more than 8,000 customers worldwide. 

Alteryx provides a platform that enables analysts to easily prepare, blend, and analyze data by creating repeatable workflows using a visual "drag and drop" interface. The platform also allows for the deployment and sharing of analytics at scale for obtaining deeper insights in hours, not weeks. Alteryx’s products are used for data science and analytics in a very broad range of use cases and industries. The company’s mission is to empower every person to transform data into actionable insights.

Alteryx software is offered through on-premises, hybrid cloud, private cloud and public cloud deployments. Its flagship products are Alteryx Designer, Alteryx Server, Alteryx Intelligence Suite, Alteryx Designer Cloud, Alteryx Machine Learning, and Alteryx Auto Insights.

Alteryx makes it easy for everyone to make sense out of every type of data, everywhere.

Alteryx powers analytics for all by providing the leading Analytics Automation Platform. Alteryx delivers easy end-to-end automation of data engineering, analytics, reporting, machine learning, and data science processes, enabling enterprises every-where to democratize data analytics across their organizations for a broad range of use cases. More than 8,000 customers globally rely on Alteryx to deliver high-impact business outcomes. 

More than 320,000 global Alteryx users gather every day on the Alteryx Community to solve together. Check it out at www.community.alteryx.com. 

Join our team of passionate and hard-working associates, and help make a difference in people√¢‚Ç¨‚Ñ¢s lives by creating software that enables business users to solve problems using data that were previously thought to be unsolvable, save them days, weeks and months of mundane data prep and blending, and help them truly love their jobs again.

Alteryx is headquartered in Irvine, Calif. and has 22 additional global offices: Redwood City, Calif.; Broomfield, Colo.; Ann Arbor, Mich.; Dallas; Chicago; New York; Boston; Toronto; London; S√É¬£o Paulo; Paris; Munich; Prague; Kyiv, Ukraine; Dubai; Tokyo; Singapore and Sydney.

Reviews

Ratings Overview

Overall experience with

Favorable Review

Improved Data Preparation and Multisource Integration With Enhanced Workflow Transparency

Critical Review

Alteryx’s Shift in Product Line Creates Challenges for Clients and Resellers

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