---
title: Alteryx Reviews
meta_title: 'Alteryx Reviews 2026: Details, Pricing, & Features | G2'
meta_description: Filter 890 reviews by the users' company size, role or industry
  to find out how Alteryx works for a business like yours.
aggregate_rating:
  rating_value: 4.6
  review_count: 890
  scale: '5'
date_modified: '2026-08-04'
parent_category:
  name: Analytics Tools & Software
  url: https://www.g2.com/categories/analytics-tools-software
---

# Alteryx Reviews
**Vendor:** Alteryx  
**Category:** [Analytics Platforms](https://www.g2.com/categories/analytics-platforms)  
**Average Rating:** 4.6/5.0  
**Total Reviews:** 890
## About Alteryx
Alteryx, through it&#39;s Alteryx One platform, helps enterprises transform complex, disconnected data into a clean, AI-ready state. Whether you’re creating financial forecasts, analyzing supplier performance, segmenting customer data, analyzing employee retention, or building competitive AI applications from your proprietary data, Alteryx One makes it easy to cleanse, blend, and analyze data to unlock the unique insights that drive impactful decisions. AI-Guided Analytics Alteryx automates and simplifies every stage of data preparation and analysis, from validation and enrichment to predictive analytics and automated insights. Incorporate generative AI directly into your workflows to streamline complex data tasks and generate insights faster. Unmatched flexibility, whether you prefer code-free workflows, natural language commands, or low-code options, Alteryx adapts to your needs. Trusted. Secure. Enterprise-Ready. Alteryx is trusted by over half of the Global 2000 and 19 of the top 20 global banks. With built-in automation, governance, and security, your workflows can scale and maintain compliance while delivering consistent results. And it doesn’t matter if your systems are on-premises, hybrid, or in the cloud; Alteryx fits effortlessly into your infrastructure. Easy to Use. Deeply Connected. What truly sets Alteryx apart is our focus on efficiency and ease of use for analysts and our active community of 700,000 Alteryx users to support you at every step of your journey. With seamless integration to data everywhere including platforms like Databricks, Snowflake, AWS, Google, SAP, and Salesforce, our platform helps unify siloed data and accelerate getting to insights. Visit Alteryx.com for more information, and to start your free trial.



## Alteryx Pros & Cons
**What users like:**

- Users appreciate the **ease of use** of Alteryx, finding it user-friendly and efficient for non-technical users. (333 reviews)
- Users appreciate the **automation capabilities** of Alteryx, enhancing speed and efficiency in data preparation and analysis. (148 reviews)
- Users love the **intuitive design** of Alteryx, making data management and workflow creation effortless and efficient. (132 reviews)
- Users find Alteryx to be **very easy to learn and use** , enhancing their data workflow and automation experience. (102 reviews)
- Users appreciate the **efficiency** of Alteryx, enabling quick data processing and streamlined workflows without complex coding. (102 reviews)
- Users value the **ease of problem solving** with Alteryx, empowering non-coders to tackle data challenges effectively. (101 reviews)
- Users find the **ease of learning** in Alteryx beneficial, thanks to its intuitive interface and supportive community. (97 reviews)
- Time-saving (89 reviews)
- Features (87 reviews)
- Usability (86 reviews)

**What users dislike:**

- Users mention that Alteryx has a **high cost** which can be challenging for small teams and startups. (88 reviews)
- Users find a **steep learning curve** for advanced features, making it challenging for beginners to master Alteryx quickly. (80 reviews)
- Users point out the **missing features** in Alteryx, such as limited connectors and issues with output flexibility. (62 reviews)
- Users find **learning difficulty** in Alteryx due to confusing tools and troubleshooting errors, especially for beginners. (55 reviews)
- Users encounter **slow performance** when processing large datasets, impacting efficiency and usability in Alteryx. (41 reviews)
- Users find the **complexity of Alteryx&#39;s macros** challenging, making workflow handovers and updates difficult. (35 reviews)
- Steep Learning Curve (35 reviews)
- Users face **workflow issues** that hinder collaboration and cause crashes or slowdowns with large data sets. (33 reviews)
- Expensive Licensing (32 reviews)
- Limited Features (32 reviews)

## Alteryx Reviews
  ### 1. Handles Big Data Locally with Ease

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Banking | Enterprise (> 1000 emp.)

**Reviewed Date:** May 20, 2026

**What do you like best about Alteryx?**

The ability to handle big data on local machine.

**What do you dislike about Alteryx?**

The product does seem to be getting slower with newest version and AI.

**What problems is Alteryx solving and how is that benefiting you?**

We used to have to rely on DBA to stage data for use --- now I can get the data myself without waiting.  Also, no more Excel crashing!

  ### 2. Amplifying and Improving Data Preparation Processes, with Focused Analytics

**Rating:** 4.5/5.0 stars

**Reviewed by:** sheetal m. | Systems Manager , Arts and Crafts, Mid-Market (51-1000 emp.)

**Reviewed Date:** September 25, 2025

**What do you like best about Alteryx?**

Alteryx is authentic and intelligent in data blending and preparation, and this ensure advanced analytics is done easily 
The program has enabled swift statistical, predictive snd spatial analysis under a single application 
Alteryx is time focused, where automation creates speed and efficiency 
Complex workflow gets the permanent parameters that guides on automation

**What do you dislike about Alteryx?**

Alteryx price is way high, discouraging many subscribers or investors 
The visualization capabilities from Alteryx are less assertive and versatile

**What problems is Alteryx solving and how is that benefiting you?**

All data relating errors like threats, vulnerabilities and an unauthorized access are fully covered 
The speed of data transmission, consolidation and compliance os fast, and the analytical reports are useful in matters decisions 
Alteryx is an east application that helps us allow analytics from separate and multiple sources 
We unlock all the insights and decisions using Alteryx

  ### 3. A Useful Tool for Transforming and Preparing Data

**Rating:** 5.0/5.0 stars

**Reviewed by:** Laura F. | Analista de datos, Enterprise (> 1000 emp.)

**Reviewed Date:** April 17, 2026

**What do you like best about Alteryx?**

It’s a useful tool to transform data and treat it in order to use it.

**What do you dislike about Alteryx?**

Sometimes when using a heavy workflow it’s slow.

**What problems is Alteryx solving and how is that benefiting you?**

The functionalities it allows.

  ### 4. Principal Investment Accounting

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.)

**Reviewed Date:** May 20, 2026

**What do you like best about Alteryx?**

Ease of use.  Flexibility, auditability, sharability

**What do you dislike about Alteryx?**

Some of the tools are cumbersome.  We use box and sharepointe and there is limited functionality around these tools to make them dynamic

**What problems is Alteryx solving and how is that benefiting you?**

The ability to explore data sets easily.  Compare two large datasets efficiently.  Automating processes from end to end

  ### 5. Powerful Data Cleansing and Consolidation Across Sources

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.)

**Reviewed Date:** May 20, 2026

**What do you like best about Alteryx?**

It can handle many different data cleansing steps and is great for consolidating data across different sources. It is also very powerful in calculating measures and enhancing data.

**What do you dislike about Alteryx?**

I dislike that the designer crashes frequently.

**What problems is Alteryx solving and how is that benefiting you?**

Data cleansing for different clients with varying levels of data quality.

  ### 6. Alteryx is Great!

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Logistics and Supply Chain | Enterprise (> 1000 emp.)

**Reviewed Date:** May 19, 2026

**What do you like best about Alteryx?**

Accessible, plug and play data engineering. Breadth of features.

**What do you dislike about Alteryx?**

Costs rise quickly as organizational adoption matures

**What problems is Alteryx solving and how is that benefiting you?**

Automation of ETL tasks at scale to manage databases and reporting tools. Automation of repeatable tasks that free team members to do what they do best.

  ### 7. Love the Connections—Smooth Collaboration

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Automotive | Enterprise (> 1000 emp.)

**Reviewed Date:** May 19, 2026

**What do you like best about Alteryx?**

Love the connections and speed it brings to workflows

**What do you dislike about Alteryx?**

Sometimes slow and laggy. That may be due to my own comouter

**What problems is Alteryx solving and how is that benefiting you?**

It’s like an all in one for data prep and building the data especially for validation purposes in my role

  ### 8. Highly Recommended Tool for Financial Analysis

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User | Enterprise (> 1000 emp.)

**Reviewed Date:** May 20, 2026

**What do you like best about Alteryx?**

I like everything about Alteryx. The community aspect is another highlight for me, and the initial setup was very easy.

**What do you dislike about Alteryx?**

Price

**What problems is Alteryx solving and how is that benefiting you?**

I use Alteryx for finance solutions. It works well in addressing the problems I face in the finance domain.

  ### 9. Fun With Data

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Entertainment | Enterprise (> 1000 emp.)

**Reviewed Date:** May 20, 2026

**What do you like best about Alteryx?**

The interface is intuitive, the company is not static and is generally introducing new tools and features, and it's fun to use.

**What do you dislike about Alteryx?**

Auto Insights requires a level of data prep that can be a struggle sometimes.

**What problems is Alteryx solving and how is that benefiting you?**

Attrition and predictive analytics.

  ### 10. Intuitive Large Dataset Manipulation Made Easy

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Telecommunications | Enterprise (> 1000 emp.)

**Reviewed Date:** May 20, 2026

**What do you like best about Alteryx?**

Being able to manipulate large datasets intuitively.

**What do you dislike about Alteryx?**

In terms of designer, I would say connection speed (i.e. Sharepoint). I just learned in the keynote that his has been imporoved.

**What problems is Alteryx solving and how is that benefiting you?**

helps us merge and understand data sourcing from many different platforms.

  ### 11. Alteryx Turned Me From Data Janitor to Data Strategist

**Rating:** 5.0/5.0 stars

**Reviewed by:** Dhenn Mark E. | Senior Consultant, Intelligent Automation, Mid-Market (51-1000 emp.)

**Reviewed Date:** July 24, 2025

**What do you like best about Alteryx?**

The drag-and-drop workflow is intuitive and powerful. I love how it bridges the gap between technical and non-technical users. I’ve trained non-coders in my team to automate complex ETL jobs within a few weeks. The ability to integrate with R and Python is a bonus when I need to go beyond built-in tool

**What do you dislike about Alteryx?**

1.	 Licensing Cost
Alteryx is powerful—but expensive. The Designer license alone is costly, and scaling to server or enterprise deployment can get prohibitive for smaller teams or startups. If your company isn’t all-in on automation, ROI might be hard to justify.

2. Performance Bottlenecks on Large Data Sets
While it’s great for mid-sized data, performance suffers when processing large datasets (especially joins and sorts). Unlike SQL engines or Spark-based tools, Alteryx loads most data into memory, so it can choke without enough RAM.

3. Clunky Version Control
No native Git integration or real versioning capabilities. Workflow collaboration feels old-school—like emailing .yxmd files back and forth. In an era of agile and CI/CD, this is a big gap.

4.Workflow Sprawl and Visual Clutter
Complex workflows can quickly become visually messy. Without discipline in using containers, color coding, and annotations, it’s easy to create a “spaghetti flow” that’s hard to debug or maintain.

5. Limited Data Visualization
Alteryx is not a visualization tool. Its built-in charting tools are minimal and not meant for dashboards. You still need to pass data to Tableau, Power BI, or similar platforms for rich visualization.

6.Steep Learning Curve for Advanced Features
The basics are easy, but building macros, using the SDK, or working with spatial and predictive tools has a significant learning curve. Documentation is decent, but sometimes not detailed enough for advanced use.

**What problems is Alteryx solving and how is that benefiting you?**

I used to spend hours cleaning, merging, and transforming raw data every week—usually in Excel or writing custom SQL scripts.

With Alteryx, I’ve automated these repetitive tasks using reusable workflows. What used to take hours now runs in minutes with one click or on a schedule

  ### 12. Turns Dense Information into Digestible Analytics Bricks

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Accounting | Enterprise (> 1000 emp.)

**Reviewed Date:** May 19, 2026

**What do you like best about Alteryx?**

The ability to process dense amounts of information to digest able data bricks for analytics

**What do you dislike about Alteryx?**

That it’s not able to necessarily interface with systems like a traditional RPA would

**What problems is Alteryx solving and how is that benefiting you?**

It’s solving problem of data analytics, makes it easier

  ### 13. Helps Wrangle Data Across a Disorganized Enterprise

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Retail | Enterprise (> 1000 emp.)

**Reviewed Date:** June 16, 2026

**What do you like best about Alteryx?**

Helps wrangle data in a disorganized data enterprise

**What do you dislike about Alteryx?**

Inherited workflows can be a nightmare for new owners

**What problems is Alteryx solving and how is that benefiting you?**

Everything, Alteryx can do it all

  ### 14. Alteryx Makes Data Work Easy—No Tech Background Needed

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Accounting | Enterprise (> 1000 emp.)

**Reviewed Date:** May 20, 2026

**What do you like best about Alteryx?**

I like how easy Alteryx is to use. No tech background needed!!

**What do you dislike about Alteryx?**

Sometimes it’s hard to debug errors, particularly in macros or embedded macros.

**What problems is Alteryx solving and how is that benefiting you?**

Alteryx is helping our tax users automate repetitive processes, particularly data entry.

  ### 15. Efficient and User-Friendly

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Airlines/Aviation | Enterprise (> 1000 emp.)

**Reviewed Date:** May 21, 2026

**What do you like best about Alteryx?**

Efficiency and time gains, user friendliness, and ability to assist in uncovering new insights

**What do you dislike about Alteryx?**

Connecting to databases could be easier and more intuitive

**What problems is Alteryx solving and how is that benefiting you?**

Automating financial models and allowing analyzation of large datasets

  ### 16. Creatively Solves Problems with Ease

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Banking | Enterprise (> 1000 emp.)

**Reviewed Date:** May 20, 2026

**What do you like best about Alteryx?**

able to creatively solve problems. simple to understand ease of use.

**What do you dislike about Alteryx?**

nothing specific at this time.  only the fact that i'm not on the latest version.

**What problems is Alteryx solving and how is that benefiting you?**

multiple data sources, low code interface

  ### 17. User-Friendly Experience That Makes Work Easier

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Accounting | Mid-Market (51-1000 emp.)

**Reviewed Date:** May 20, 2026

**What do you like best about Alteryx?**

I like how user friendly it is. The no code tools are amazing

**What do you dislike about Alteryx?**

The amount of Alteryx one updates - It is so hard to catch up with everything.

**What problems is Alteryx solving and how is that benefiting you?**

Revenue testing

  ### 18. Simplifies Complex Coding Logic Like Fuzzy Matching

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Higher Education | Enterprise (> 1000 emp.)

**Reviewed Date:** May 19, 2026

**What do you like best about Alteryx?**

Simplifies complicated coding logic, such as fuzzy matching

**What do you dislike about Alteryx?**

It has the concept of constants but not variables, which hampers me very often

**What problems is Alteryx solving and how is that benefiting you?**

Audit-related reviews over financial, operational, and IT areas

  ### 19. User-Friendly UI That Handles Complex Workflows and Datasets

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Accounting | Enterprise (> 1000 emp.)

**Reviewed Date:** May 20, 2026

**What do you like best about Alteryx?**

User friendly UI with the ability to ingest and digest the most complex workflows and datasets

**What do you dislike about Alteryx?**

Limitations on updates and releases. AI tools are hard to obtain

**What problems is Alteryx solving and how is that benefiting you?**

Tax technology

  ### 20. Easy to Learn and Teach for Smooth Project Continuity

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Hospital & Health Care | Enterprise (> 1000 emp.)

**Reviewed Date:** May 20, 2026

**What do you like best about Alteryx?**

Easy to understand and teach to new team members to ensure project continuity

**What do you dislike about Alteryx?**

The new pricing model of cost per run and outdated UI

**What problems is Alteryx solving and how is that benefiting you?**

File automation and TDE generation

  ### 21. Excellent Application for ETL operation

**Rating:** 5.0/5.0 stars

**Reviewed by:** Devaraj  M. | Senior Software Engineer, Small-Business (50 or fewer emp.)

**Reviewed Date:** October 08, 2025

**What do you like best about Alteryx?**

We used Alteryx to handle both ETL and ELT data operations during our migration from Oracle to Snowflake. Additionally, we set up Control M jobs to trigger the workflows and manage scheduled tasks.

And we able integrate with other platforms and application to merge multiple data.

**What do you dislike about Alteryx?**

I couldn't think of any major struggle, except we need some time to learn all the tools.

**What problems is Alteryx solving and how is that benefiting you?**

In Genpact, we used Alteryx to migrate the data from legacy platforms to snowflake database.
We had a lot data that need to cleaned and organized before we load into new target systems, Alteryx workflows made our life easy.

  ### 22. Powerful Functionality and Capabilities on a Great Platform

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Telecommunications | Enterprise (> 1000 emp.)

**Reviewed Date:** May 19, 2026

**What do you like best about Alteryx?**

The functionality, the platform and the capabilities

**What do you dislike about Alteryx?**

I haven't been using it enough to determine what I do not like

**What problems is Alteryx solving and how is that benefiting you?**

Analyzing and merging data from different platforms, delivering data

  ### 23. Makes Data Cleaner and Easier to Understand

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Accounting | Enterprise (> 1000 emp.)

**Reviewed Date:** May 20, 2026

**What do you like best about Alteryx?**

Ability to make data more clean and understandable while identifying data gaps

**What do you dislike about Alteryx?**

Control outputs crashing and not allowing for multiple outputs

**What problems is Alteryx solving and how is that benefiting you?**

Automating repetitive processes and reducing manual errors.

  ### 24. Intuitive for Non-Technical Users, But Feels Overpriced

**Rating:** 3.0/5.0 stars

**Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.)

**Reviewed Date:** April 13, 2026

**What do you like best about Alteryx?**

It’s great for people who are less technical, and it feels pretty intuitive to use.

**What do you dislike about Alteryx?**

It’s far too expensive for the software solution it provides.

**What problems is Alteryx solving and how is that benefiting you?**

Alteryx lets me build data workflows and makes it easier to handle data transformation and analytics.

  ### 25. Low-Code Simplicity with Great Outcomes

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Automotive | Enterprise (> 1000 emp.)

**Reviewed Date:** May 19, 2026

**What do you like best about Alteryx?**

Low code, simple interface, great outcomes

**What do you dislike about Alteryx?**

Crashes often and sometimes slow. Otherwise great

**What problems is Alteryx solving and how is that benefiting you?**

Ability to provide transformed and ready for analytics data. Saves me tons of time too

  ### 26. Feature-Rich and Packed with Value

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Accounting | Enterprise (> 1000 emp.)

**Reviewed Date:** May 19, 2026

**What do you like best about Alteryx?**

number of features, ease of use and integration

**What do you dislike about Alteryx?**

I've been using Alteryx for years, and it always has the tools that I need to solve any problem.

**What problems is Alteryx solving and how is that benefiting you?**

everything

  ### 27. Makes Excel Sales Reporting Faster and More Accurate

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Retail | Mid-Market (51-1000 emp.)

**Reviewed Date:** May 20, 2026

**What do you like best about Alteryx?**

Making excel work easier and faster. Processing out sales data every month with accuracy

**What do you dislike about Alteryx?**

Inputs take a long time to load and complex flows

**What problems is Alteryx solving and how is that benefiting you?**

Automatally manual tasks

  ### 28. Love the Interface

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Consulting | Enterprise (> 1000 emp.)

**Reviewed Date:** May 20, 2026

**What do you like best about Alteryx?**

The interface is very easy to use and share

**What do you dislike about Alteryx?**

Compatibility with other softwares I think is clunky

**What problems is Alteryx solving and how is that benefiting you?**

Allowing people who do not have technical experience to use

  ### 29. Streamlines Data and Makes Audits Effortless

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.)

**Reviewed Date:** May 19, 2026

**What do you like best about Alteryx?**

streamline data and create audits accurately

**What do you dislike about Alteryx?**

I don't like that it has some limitations for data variation

**What problems is Alteryx solving and how is that benefiting you?**

it is helping me read and handle big data files

  ### 30. Powerful Analytics Tool with a User-Friendly Interface

**Rating:** 4.0/5.0 stars

**Reviewed by:** Kamaljeet K. | Marketing Manager, Small-Business (50 or fewer emp.)

**Reviewed Date:** July 31, 2025

**What do you like best about Alteryx?**

Alteryx simplifies complex data tasks with a drag-and-drop interface that allows users to prepare, blend, and analyze data without writing code. Its wide range of connectors and pre-built tools saves time and makes it easy to handle everything from basic data cleaning to advanced analytics. The visual workflow design helps with transparency and collaboration across teams.

**What do you dislike about Alteryx?**

Alteryx can be expensive, especially for smaller organizations or individual users. Some advanced features have a steep learning curve, and the documentation could be more beginner-friendly. Also, when working with very large datasets, performance can lag unless optimized carefully.

**What problems is Alteryx solving and how is that benefiting you?**

vs

  ### 31. Effortless, Visual Data Prep That Saves Hours Every Week

**Rating:** 4.0/5.0 stars

**Reviewed by:** Mohan R. | Developer, Small-Business (50 or fewer emp.)

**Reviewed Date:** October 06, 2025

**What do you like best about Alteryx?**

Alteryx is amazing because it brings together data preparation, automation, and analytics all in one easy-to-use platform. You can connect to different data sources and visually clean, transform, and blend data without needing heavy coding. This makes your work faster and lets you focus more on insights rather than technical hurdles.

**What do you dislike about Alteryx?**

Sometimes Alteryx can feel a bit resource-heavy, especially with large datasets.
I also wish it had smoother integration with some modern cloud platforms for real-time workflows.

**What problems is Alteryx solving and how is that benefiting you?**

Alteryx helps solve challenges related to data preparation, blending, and analytics. Traditionally, handling large datasets from multiple sources—like databases, spreadsheets, or cloud applications

  ### 32. Flexible Platform, but Onboarding the Skill Set Takes Work

**Rating:** 3.0/5.0 stars

**Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.)

**Reviewed Date:** May 20, 2026

**What do you like best about Alteryx?**

flexibility of the platform for different use cases

**What do you dislike about Alteryx?**

The platform and skillset to develop workflows takes some time to onboard

**What problems is Alteryx solving and how is that benefiting you?**

Helping us automate Excel based UDTs

  ### 33. Drag-and-Drop Simplicity That’s Easy to Use

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Accounting | Enterprise (> 1000 emp.)

**Reviewed Date:** May 20, 2026

**What do you like best about Alteryx?**

The drag and drop/ease of use of the platform

**What do you dislike about Alteryx?**

the licence coat plus usage based model is cost prohibitive

**What problems is Alteryx solving and how is that benefiting you?**

data analytics, process automation, quick workflows

  ### 34. Reviews Large Excel Files in Seconds and Saves Time

**Rating:** 4.0/5.0 stars

**Reviewed by:** Joseph G. | Sr Auditor, Small-Business (50 or fewer emp.)

**Reviewed Date:** February 03, 2026

**What do you like best about Alteryx?**

it can review large excels in sec's, and it takes less time

**What do you dislike about Alteryx?**

if you do a formula wrong the whole thing won't work

**What problems is Alteryx solving and how is that benefiting you?**

it copilt can help you see what you are doing wrong in the formula

  ### 35. Automation That Just Works

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Oil & Energy | Mid-Market (51-1000 emp.)

**Reviewed Date:** May 19, 2026

**What do you like best about Alteryx?**

Automation makes it easier to do my job.

**What do you dislike about Alteryx?**

It freezes easily if WiFi is bad (like at the conference).

**What problems is Alteryx solving and how is that benefiting you?**

Making processes quicker.

  ### 36. All-in-One Data Platform with Awesome Visualization and Easy Drag-and-Drop

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Consulting | Mid-Market (51-1000 emp.)

**Reviewed Date:** December 24, 2025

**What do you like best about Alteryx?**

Alteryx is an all in one platform which lets you prepare, clean, manipulate and analyse your data. The data visualisation in alteryx is kind of awesome. The drag and drop feature makes it easier to play with data. It also provides advanced analytics options and come with a ton of integrations.

**What do you dislike about Alteryx?**

Though the data visualisation in the platform is good, it is still basic when compared to tools like Power BI and Tableau.

**What problems is Alteryx solving and how is that benefiting you?**

It is used for sending automated weekly reports to my sales teams. It is also used for basic reporting and dashboarding.

  ### 37. Love the New Designer and Alteryx One Tools

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.)

**Reviewed Date:** May 19, 2026

**What do you like best about Alteryx?**

The new designer and Alteryx one toolkits.

**What do you dislike about Alteryx?**

Some of limitations in data formatting such as no accounting format.

**What problems is Alteryx solving and how is that benefiting you?**

Inefficient process automation.

  ### 38. Love the Designer Experience

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Accounting | Mid-Market (51-1000 emp.)

**Reviewed Date:** May 20, 2026

**What do you like best about Alteryx?**

Designer automations are very helpful for business

**What do you dislike about Alteryx?**

Scroll function doesn't work horizontally everywhere

**What problems is Alteryx solving and how is that benefiting you?**

Turning messy data into usable data

  ### 39. Standardizes Workflows and Saves Time, with Room to Grow

**Rating:** 3.0/5.0 stars

**Reviewed by:** Verified User in Accounting | Small-Business (50 or fewer emp.)

**Reviewed Date:** May 20, 2026

**What do you like best about Alteryx?**

Standardization, time saving and optimization

**What do you dislike about Alteryx?**

Iterative marco troubleshooting process is bad

**What problems is Alteryx solving and how is that benefiting you?**

Tac compliance process. Help to standardize it.

  ### 40. Great for Data Prep & Visualization, Though It Takes Time to Learn

**Rating:** 3.5/5.0 stars

**Reviewed by:** Verified User in Management Consulting | Enterprise (> 1000 emp.)

**Reviewed Date:** April 09, 2026

**What do you like best about Alteryx?**

Helpful for data prep and visualization!

**What do you dislike about Alteryx?**

Can require some learning initially, may not be the most intuitive

**What problems is Alteryx solving and how is that benefiting you?**

Helping serve as an option for data prep and visualization for large datasets beyond excel

  ### 41. Excellent Training Materials, People, and Venue

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Construction | Enterprise (> 1000 emp.)

**Reviewed Date:** May 19, 2026

**What do you like best about Alteryx?**

Training materials, people and venue!!!!

**What do you dislike about Alteryx?**

Some training a little long!……………………..,,

**What problems is Alteryx solving and how is that benefiting you?**

Data Analytics

  ### 42. Effortless Workflow Creation for Beginners

**Rating:** 4.5/5.0 stars

**Reviewed by:** Sanyam A. | Lead Specialist, Mid-Market (51-1000 emp.)

**Reviewed Date:** December 18, 2025

**What do you like best about Alteryx?**

It helps in creating workflows in an easy way with someone with very less knowledge

**What do you dislike about Alteryx?**

Nothing as such but certain functionalities are too complicated

**What problems is Alteryx solving and how is that benefiting you?**

Creating workflows for repetitive formatting and making excels cleans

  ### 43. Best ETL tool

**Rating:** 5.0/5.0 stars

**Reviewed by:** Ankit M. | Data Analyst Intern, Small-Business (50 or fewer emp.)

**Reviewed Date:** October 08, 2025

**What do you like best about Alteryx?**

This software is easy to use and very user-friendly. It is also capable of handling large databases efficiently.

**What do you dislike about Alteryx?**

There is nothing to dislike about Alteryx; it is a good software.

**What problems is Alteryx solving and how is that benefiting you?**

This tool is a good choice for beginners who want to learn and use ETL processes. It can manage large databases effectively and is compatible with most types of databases, including Google BigQuery.

  ### 44. Alteryx fantastic tool

**Rating:** 4.5/5.0 stars

**Reviewed by:** ALPER K. | Software Engineer, Enterprise (> 1000 emp.)

**Reviewed Date:** July 30, 2025

**What do you like best about Alteryx?**

Intuitive drag‑and‑drop interface makes it accessible to both technical and non‑technical users

Strong automation capabilities, enabling repetitive workflows to run automatically and save time

Wide connectivity, supports 80+ native data sources including SQL, cloud, Excel, Salesforce, Hadoop, etc.

**What do you dislike about Alteryx?**

High licensing cost, which can be prohibitive especially for small teams or individual users 


Steep learning curve for users transitioning from Excel or without analytic background; tool names and dependencies may confuse beginners 

Performance slowdown with large datasets or complex workflows; can require hardware optimization

**What problems is Alteryx solving and how is that benefiting you?**

quick data insights… intuitive and user‑friendly

  ### 45. New age automation made easy

**Rating:** 4.0/5.0 stars

**Reviewed by:** Mohit K. | Associate, Enterprise (> 1000 emp.)

**Reviewed Date:** July 15, 2025

**What do you like best about Alteryx?**

The tools on alteryx are very simple and straightforward. The names and the designs are very user friendly. The UI can be navigated very easily.

**What do you dislike about Alteryx?**

Workflows can take longer time to run in case of larger files. Alteryx does not support notepad and word files as input files so you'll have to change the file format.

**What problems is Alteryx solving and how is that benefiting you?**

Alteryx has helped me automate all my morning and EOD reports. The huge data can be consolidated and used to represent analytical information. Moreover, alteryx has been helpful in replacing Excel macros in a very efficient way.

  ### 46. Easy, Powerful, and Efficient Low-Code Tool

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.)

**Reviewed Date:** December 17, 2025

**What do you like best about Alteryx?**

This tool is easy to use, offers a low-code approach, and is quite powerful. It also allows you to load and work with large files efficiently.

**What do you dislike about Alteryx?**

The cost of licenses is somewhat high, and it lacks certain connectors.

**What problems is Alteryx solving and how is that benefiting you?**

I use this tool to handle large Excel files, perform ETL processes, and ensure data quality.

  ### 47. Customize your automation

**Rating:** 4.5/5.0 stars

**Reviewed by:** Dhaval S. | Analyst, Enterprise (> 1000 emp.)

**Reviewed Date:** July 30, 2025

**What do you like best about Alteryx?**

The drag & drop feature are very good and the community of Alteryx is also great

**What do you dislike about Alteryx?**

Too many features with less knowledge sometimes become overwhelming

**What problems is Alteryx solving and how is that benefiting you?**

I perform survey data to Alteryx for data preparation to create hyper files for my Tableau analysis

  ### 48. Good Integration tool

**Rating:** 4.0/5.0 stars

**Reviewed by:** SAURABH B. | Software Engineer, Small-Business (50 or fewer emp.)

**Reviewed Date:** July 28, 2025

**What do you like best about Alteryx?**

This was best suitable for as our data in GB's  and easily connect to various databases , so we use this tool for our daily jobs .

**What do you dislike about Alteryx?**

I faced issue while trying to connect it with Cloud but now i read ne version came with cloud native support

**What problems is Alteryx solving and how is that benefiting you?**

Transformation of data like cleaning , joining and data preparation i am able to dow ith this tool and it is helping me for my daily job to medium transfromations .

  ### 49. Data manipulation tool

**Rating:** 4.0/5.0 stars

**Reviewed by:** Saransh G. | Programmer Analyst, Mid-Market (51-1000 emp.)

**Reviewed Date:** October 05, 2025

**What do you like best about Alteryx?**

Alteryx stands out as an excellent tool for data manipulation, making it simple to filter large volumes of data with ease.

**What do you dislike about Alteryx?**

Because of its limited functionality, we are unable to use it for the data upload process.

**What problems is Alteryx solving and how is that benefiting you?**

Data filtering

  ### 50. Efficient Data Workflow Automation Using Alteryx

**Rating:** 5.0/5.0 stars

**Reviewed by:** Prajwal S. | Associate Consultant, Enterprise (> 1000 emp.)

**Reviewed Date:** May 28, 2025

**What do you like best about Alteryx?**

What I appreciate most about Alteryx is its ability to simplify complex data processes through a no-code, drag-and-drop interface. It allows me to quickly blend, clean, and analyse data from multiple sources without relying heavily on scripting.

**What do you dislike about Alteryx?**

While Alteryx is powerful and user-friendly, one drawback is its high licensing cost, which can be a barrier for smaller teams or organizations. Additionally, as workflows grow in complexity, performance can sometimes lag—especially with large datasets.

**What problems is Alteryx solving and how is that benefiting you?**

Alteryx is solving the problem of time-consuming and manual data preparation by enabling fast, automated workflows. It eliminates the need for complex coding when performing data cleansing, blending, and transformation tasks.


## Alteryx Discussions
  - [Is there a free trial of Alteryx One to test its core capabilities before committing?](https://www.g2.com/discussions/is-there-a-free-trial-of-alteryx-one-to-test-its-core-capabilities-before-committing) - 2 comments, 1 upvote
  - [Does Alteryx One meet major enterprise security, governance, and data-privacy standards such as GDPR, SOC 2, or HIPAA, depending on deployment?](https://www.g2.com/discussions/does-alteryx-one-meet-major-enterprise-security-governance-and-data-privacy-standards-such-as-gdpr-soc-2-or-hipaa-depending-on-deployment) - 2 comments, 1 upvote
  - [How regularly does Alteryx deliver new features and platform updates that support enterprise-scale analytics?](https://www.g2.com/discussions/how-regularly-does-alteryx-deliver-new-features-and-platform-updates-that-support-enterprise-scale-analytics) - 1 comment, 1 upvote
  - [How well does Alteryx support global teams that need collaborative workflows, shared assets, and consistent access across regions?](https://www.g2.com/discussions/how-well-does-alteryx-support-global-teams-that-need-collaborative-workflows-shared-assets-and-consistent-access-across-regions) - 1 comment, 1 upvote
  - [How can teams share dashboards and insights from Alteryx with stakeholders who don’t have a platform license?](https://www.g2.com/discussions/how-can-teams-share-dashboards-and-insights-from-alteryx-with-stakeholders-who-don-t-have-a-platform-license) - 1 comment, 1 upvote

- [View Alteryx pricing details and edition comparison](https://www.g2.com/products/alteryx/reviews?page=5&section=pricing&secure%5Bexpires_at%5D=2026-08-05+01%3A13%3A45+-0500&secure%5Bsession_id%5D=19d3033d-a0ef-4d03-8856-f1e0ad038226&secure%5Btoken%5D=6a0a564eb5841e2db8b299454c347fad15dffd54009c0ed510e00d926a9336da&format=llm_user)
## Alteryx Integrations
  - [Agentforce Sales (formerly Salesforce Sales Cloud)](https://www.g2.com/products/agentforce-sales-formerly-salesforce-sales-cloud/reviews)
  - [Azure Blob Storage](https://www.g2.com/products/azure-blob-storage/reviews)
  - [Cloud DataGenius](https://www.g2.com/products/cloud-datagenius/reviews)
  - [Collibra](https://www.g2.com/products/collibra/reviews)
  - [Databricks](https://www.g2.com/products/databricks/reviews)
  - [Dynamics 365 Sales](https://www.g2.com/products/dynamics-365-sales/reviews)
  - [Google Backup and DR service](https://www.g2.com/products/google-backup-and-dr-service/reviews)
  - [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews)
  - [HubSpot Marketing Hub](https://www.g2.com/products/hubspot-marketing-hub/reviews)
  - [Ideals Virtual Data Room](https://www.g2.com/products/ideals-virtual-data-room/reviews)
  - [machine-learning in Python](https://www.g2.com/products/machine-learning-in-python/reviews)
  - [Master-O](https://www.g2.com/products/master-o/reviews)
  - [Microsoft Excel](https://www.g2.com/products/microsoft-excel/reviews)
  - [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews)
  - [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews)
  - [MongoDB Atlas](https://www.g2.com/products/mongodb-atlas/reviews)
  - [Nexthink](https://www.g2.com/products/nexthink/reviews)
  - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews)
  - [Snowflake](https://www.g2.com/products/snowflake/reviews)
  - [Tableau](https://www.g2.com/products/tableau/reviews)

## Alteryx Features
**Reports**
- Reports Interface
- Steps to Answer
- Graphs and Charts
- Score Cards
- Dashboards

**Cartography**
- Map Design
- Vector Mapping 
- Data Visualization
- Overlaying

**Data Source Access**
- Breadth of Data Sources
- Ease of Data Connectivity
- API Connectivity

**Management**
- Reporting
- Auditing

**System**
- Data Ingestion & Wrangling

**Data Ingestion**
- Big Data Processing
- Unstructed Data Processing
- Processing of Various File Types

**Data Preparation**
- Connectors
- Data Governance

**Integration - Machine Learning**
- Integration

**Data Ingestion & Preparation - Low-Code Machine Learning Platforms**
- Automatic Data Profiling & Quality Assessment
- Multi‑Source Connector Support
- Schema Drift / Change Detection

**Data Connectivity and Prep - Agentic Analytics**
- Data Source Connectivity
- Automated Data Preparation

**Statistical Tool**
- Scripting
- Data Mining
- Algorithms

**Model Development**
- Language Support
- Drag and Drop
- Pre-Built Algorithms
- Model Training

**Data Transformation**
- Real-Time Analytics
- Data Querying

**Analysis**
- Predictive Analysis
- Distance Analysis 
- Spatial Analysis
- Data Stream

**Data Interaction**
- Profiling and Classification
- Metadata Management
- Data Modeling
- Data Joining
- Data Blending
- Data Quality and Cleansing
- Data Sharing
- Data Governance

**Functionality**
- Extraction
- Transformation
- Loading
- Automation
- Scalability

**Model Development**
- Feature Engineering

**Presentation**
- Report Creation
- Charts and Graphs
- Tailored Content

**Data Modeling and Blending**
- Data Querying
- Data Filtering
- Data Blending

**Learning - Machine Learning**
- Training Data
- Actionable Insights
- Algorithm

**Model Construction & Automation - Low-Code Machine Learning Platforms**
- Guided Algorithm & Hyperparameter Recommendation
- Code Extensibility
- Automated Feature Engineering

**Autonomous Insight Generation - Agentic Analytics**
- Continuous Pattern Detection
- Multi‑Step Reasoning
- Predictive & Prescriptive Analytics

**Data Analysis**
- Analysis
- Data Interaction

**Machine/Deep Learning Services**
- Computer Vision
- Natural Language Processing
- Natural Language Generation
- Artificial Neural Networks

**Reporting**
- Data Transformation
- WYSIWYG Design
- API Integrations

**Data Exporting**
- Breadth of Integrations
- Ease of Integrations
- Data Workflows

**Machine/Deep Learning Services**
- Natural Language Understanding
- Deep Learning

**System**
- Programming Language Support
- Drag and Drop
- Pre-Built Algorithms
- Customizable Models

**Generative AI**
- AI Text Generation
- AI Text Summarization

**Interaction and Workflow - Agentic Analytics**
- Natural Language Query and Conversational Analytics
- Action Triggering & Workflow Orchestration
- Explainability & Audit Trails

**Decision Making**
- Modeling
- Data Visualizations
- Report Generation
- Data Unification

**Deployment**
- Application
- Scalability

**Connectivity**
- Hadoop Integration
- Spark Integration
- Multi-Source Analysis

**Generative AI**
- AI Text Generation

**Generative AI**
- AI Text Generation

**Agentic AI - Analytics Platforms**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration
- Adaptive Learning
- Natural Language Interaction
- Proactive Assistance
- Decision Making

**AI Agent Management - Agentic Analytics**
- Agent Configuration & Goals
- Continuous Learning & Feedback

**Self Service **
- Calculated Fields
- Data Column Filtering
- Data Discovery
- Search
- Collaboration / Workflow
- Automodeling

**Operations**
- Data Visualization
- Data Workflow
- Governed Discovery
- Embedded Analytics
- Notebooks

**Generative AI**
- AI Text Generation
- AI Text Summarization

**Generative AI**
- AI Text Generation
- AI Text Summarization
- AI Text-to-Image

**Deployment & Integration - Analytics Platforms**
- No-code Dashboard Builder
- Report Scheduling and Automation
- Embedded Analytics and White-labeling
- Data Source Connectivity

**Advanced Analytics**
- Predictive Analytics
- Data Visualization
- Big Data Services

**Agentic AI - Data Science and Machine Learning Platforms**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration
- Adaptive Learning
- Natural Language Interaction
- Proactive Assistance
- Decision Making

**Performance & Scalability - Analytics Platforms**
- Large data handling and Query Speed
- Concurrent User Support

**Advanced Analytics & Modeling - Analytics Platforms**
- Data Modeling and Governance
- Notebook and Script Integration
- Built-in Predictive and Statistical Models

**Agentic AI Capabilities - Analytics Platforms**
- Auto-generated Insights and Narratives
- Natural Language Queries
- Proactive KPI Monitoring and Alerts
- AI Agents for Analytical Follow-ups

**Personalized Intelligence - Analytics Platforms**
- Behavioral Learning for Contextual Query Refinement
- Role-based Insight Personalization
- Conversational and Prompt-based Analytics

**Building Reports**
- Data Transformation
- Data Modeling
- WYSIWYG Report Design
- Integration APIs

**Platform**
- Customization 
- User, Role, and Access Management
- Internationalization
- Sandbox / Test Environments
- Performance and Reliability
- Breadth of Partner Applications

## Top Alteryx Alternatives
  - [Domo](https://www.g2.com/products/domo/reviews) - 4.3/5.0 (1,039 reviews)
  - [Tableau](https://www.g2.com/products/tableau/reviews) - 4.4/5.0 (3,679 reviews)
  - [Dataiku](https://www.g2.com/products/dataiku/reviews) - 4.4/5.0 (213 reviews)

