--- title: Alteryx Reviews meta_title: 'Alteryx Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 877 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: 877 scale: '5' date_modified: '2026-07-19' 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:** 877 ## About Alteryx Alteryx, through it'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'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. Intuitive and Easy to Use—Training Is a Breeze - Students have no issues paying attention. **Rating:** 5.0/5.0 stars **Reviewed by:** Terry B. | Enterprise (> 1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** Intuitive, easy to use and train. I use Alteryx on a daily basis. **What do you dislike about Alteryx?** N/A - Please continue to improve it. It gets better with every release. **What problems is Alteryx solving and how is that benefiting you?** Multi-platform combining of data. ### 2. Effective Data Platform, Lacks Mobile Access **Rating:** 4.5/5.0 stars **Reviewed by:** Kassey rahul V. **Reviewed Date:** December 30, 2025 **What do you like best about Alteryx?** I appreciate that Alteryx is a comprehensive data science and analytics platform. It offers a free trial and helps with certification exams. I like that it provides platform apps and has specific features like the ETL tool, which I find valuable. The initial setup was very nice and good, and it also offers certain privileges that led my team to switch from Microsoft to Alteryx. **What do you dislike about Alteryx?** I don't like that it's only available on PC and not for mobile. **What problems is Alteryx solving and how is that benefiting you?** Alteryx provides a comprehensive data science and analytics platform that's effective for certification exams, offering a free trial and ETL tools. ### 3. Enables End-to-End Data Analysis Workflows **Rating:** 5.0/5.0 stars **Reviewed by:** Michelle S. | Enterprise (> 1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** It enables me to develop end-to-end processes for data analysis within people analytics. **What do you dislike about Alteryx?** I’m not able to use Alteryx One because of FedRAMP requirements. **What problems is Alteryx solving and how is that benefiting you?** Creating workflows that enable automation. ### 4. Alteryx is a very easy to use tool but too expensive to use for implementation purpose **Rating:** 3.0/5.0 stars **Reviewed by:** raoushan u. | Enterprise (> 1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** user interface and easy to learn. Implementation was smooth **What do you dislike about Alteryx?** too little features compared to competitive tools like Informatica **What problems is Alteryx solving and how is that benefiting you?** Alteryx solves process streamlining problem and its easy to get started ### 5. Workflow Automation That Saves Time **Rating:** 4.5/5.0 stars **Reviewed by:** Arturo G. | Enterprise (> 1000 emp.) **Reviewed Date:** May 19, 2026 **What do you like best about Alteryx?** Automating repeatable work saves people’s time by mapping processes into workflows. **What do you dislike about Alteryx?** My current setup requires me to run reports. **What problems is Alteryx solving and how is that benefiting you?** HR related processes including payroll calculations, auditing and data analysis ### 6. Low-Code/No-Code Simplicity That Makes Building Easy **Rating:** 4.5/5.0 stars **Reviewed by:** schal P. | Enterprise (> 1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** Low code no code software and any one can use **What do you dislike about Alteryx?** Too easy that anyone can learn and use or implement **What problems is Alteryx solving and how is that benefiting you?** The user doesn't need to learn new things ### 7. Intuitive, User-Friendly UI That Shines **Rating:** 5.0/5.0 stars **Reviewed by:** Morgan C. | Enterprise (> 1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** Intuitiveness of processing and analyzing data, user interface **What do you dislike about Alteryx?** Slowness, very behind in terms of offerings for public sector accounts **What problems is Alteryx solving and how is that benefiting you?** handling massive amounts of data with eases saves hours ### 8. Alteryx; The Productive Data Management System for Proper Analytics and Preparation **Rating:** 4.5/5.0 stars **Reviewed by:** Sunnysher H. | Digital Marketing Expert , Medical Practice, Small-Business (50 or fewer emp.) **Reviewed Date:** September 23, 2025 **What do you like best about Alteryx?** Alteryx offers a robust service for data collection, merging and cleaning with security clarity The app has prediction models that are articulate and deep, dealing with spatial analysis We schedule data related events or workflow using Alteryx, and this brings organization and operations acceleration The app is usable by people with low or no coding experience **What do you dislike about Alteryx?** Alteryx helps us handle or clean messy data to structured and reliable datasets, but licensing part is extremely high The app is so basic on visualization, which is vital in addressing data issues **What problems is Alteryx solving and how is that benefiting you?** We use Alteryx as a platform that helps in creating a reliable dataset that we can analyze and report The analytical cycle is professionally conducted by this app and the turnaround time is significantly reduced We work with non technical team to handle data tasks including blending, preparation and cleaning All predictions are fast tracked by Alteryx ### 9. Outdated, Heavy UI with Limited Automation Options **Rating:** 2.0/5.0 stars **Reviewed by:** Verified User in Computer & Network Security | Small-Business (50 or fewer emp.) **Reviewed Date:** June 18, 2026 **What do you like best about Alteryx?** It’s UI-based and supports drag-and-drop, but the options feel limited in terms of what you can do and how much you can automate the deployment process. **What do you dislike about Alteryx?** It looks outdated and bulky, and it’s difficult to automate anything with it. **What problems is Alteryx solving and how is that benefiting you?** It enables less technical people to handle data transformation tasks more easily. ### 10. Process optimization for accounting **Rating:** 4.0/5.0 stars **Reviewed by:** Kristina H. | Experienced Audit Manager, Enterprise (> 1000 emp.) **Reviewed Date:** May 19, 2026 **What do you like best about Alteryx?** It’s user friendly and easy to pick up with minimal training **What do you dislike about Alteryx?** The inability to use MacBooks on designers licenses and the transition process to aleryx one **What problems is Alteryx solving and how is that benefiting you?** Optimizing processes ### 11. Intuitive Low-Code Platform with Great Troubleshooting Resources **Rating:** 5.0/5.0 stars **Reviewed by:** Danielle S. | Enterprise (> 1000 emp.) **Reviewed Date:** May 19, 2026 **What do you like best about Alteryx?** It’s a very intuitive low code environment that also has many resources available to troubleshoot **What do you dislike about Alteryx?** The lack of accounting format for numerical monetary values **What problems is Alteryx solving and how is that benefiting you?** Overall efficiency of processes ### 12. Very Intuitive and Easy to Use **Rating:** 5.0/5.0 stars **Reviewed by:** Karen P. | Enterprise (> 1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** It is very intuitive and easy to use for all levels. **What do you dislike about Alteryx?** We are a federal agency and can't get the newest technologies. **What problems is Alteryx solving and how is that benefiting you?** Helps with data management . ### 13. Easy to Use, Makes It Simple to Tell a Story **Rating:** 4.5/5.0 stars **Reviewed by:** Lisa D. | Enterprise (> 1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** Ease of use and ability to "tell a story" **What do you dislike about Alteryx?** in-db functionality and database connectivity **What problems is Alteryx solving and how is that benefiting you?** Allows me to quickly analyze data to understand what to do next. ### 14. Quick, Easy to Learn, and a Pleasure to Use **Rating:** 5.0/5.0 stars **Reviewed by:** Claire J. | Small-Business (50 or fewer emp.) **Reviewed Date:** May 19, 2026 **What do you like best about Alteryx?** Its quick and easy to use and learn Alteryx **What do you dislike about Alteryx?** that I do not have all the licenses available! **What problems is Alteryx solving and how is that benefiting you?** Alteryx is doing complex calculations for me quickly. ### 15. Great for Data Transformation and Processing **Rating:** 4.0/5.0 stars **Reviewed by:** Danielle Z. | Enterprise (> 1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** it is great for data transformation and processing. **What do you dislike about Alteryx?** The reporting tools are extremely limited. Also there is a large learning curve. **What problems is Alteryx solving and how is that benefiting you?** automation of business logic ### 16. Easy to Use with Excellent Training Resources **Rating:** 5.0/5.0 stars **Reviewed by:** Melissa M. | Mid-Market (51-1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** The ease and training available.......... **What do you dislike about Alteryx?** I do not have any dislikes, thus far.... **What problems is Alteryx solving and how is that benefiting you?** It is helping with timsheet management as well as database creating. ### 17. Makes My Job More Accessible and Saves Me Time **Rating:** 5.0/5.0 stars **Reviewed by:** Kate F. | Enterprise (> 1000 emp.) **Reviewed Date:** May 19, 2026 **What do you like best about Alteryx?** How it makes my job more acceible and I save time **What do you dislike about Alteryx?** Sometimes it runs slow but maybe that's my computer **What problems is Alteryx solving and how is that benefiting you?** Data analytics and visibility ### 18. Automates Repetitive Processes Effortlessly **Rating:** 5.0/5.0 stars **Reviewed by:** Douglas H. | Enterprise (> 1000 emp.) **Reviewed Date:** May 19, 2026 **What do you like best about Alteryx?** Repetitive processes defined once and executed over and over again **What do you dislike about Alteryx?** Only concern is pricing could be prohibitive. **What problems is Alteryx solving and how is that benefiting you?** ETL processes without having to involve IT ### 19. Easy to Learn, Flexible, and Simple to Explain Across Teams **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Consulting | Mid-Market (51-1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** It is very easy to learn and apply across a broad range of areas. Easy to make updates when needed and explain logic to teams that are unfamiliar with the software **What do you dislike about Alteryx?** Large data files can be slow to input into the designer workspace **What problems is Alteryx solving and how is that benefiting you?** Cyclical functions are automated to transform data into multiple reporting formats and merge multiple reports into on location ### 20. Simplifies Complex Data Transformation at Scale **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?** Simplifies complex data transformation and can do it with large amounts of data **What do you dislike about Alteryx?** While the sheer number of tools does cover almost all grounds that you can cover for transforming data, it is easy to never even realize there's a tool that you could be using. **What problems is Alteryx solving and how is that benefiting you?** Transforming large amounts of data and making numerous calculations in a repeatable and convenient way. ### 21. Simple, Clean, and Easy to Use—But Version Connectors Can Be Unreliable **Rating:** 3.5/5.0 stars **Reviewed by:** Ryan S. | Senior Metrics & Data Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** The simplicity and ease of use. Clean interface and bulletproof controls **What do you dislike about Alteryx?** Occasional crashes and connector issues between versions **What problems is Alteryx solving and how is that benefiting you?** Bringing disparate data sources together ### 22. Director Data Analytics **Rating:** 5.0/5.0 stars **Reviewed by:** Deatra S. | Enterprise (> 1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** Ease of learning and translating the work of other devs **What do you dislike about Alteryx?** Nothing, it's one of my favorite products **What problems is Alteryx solving and how is that benefiting you?** How our data can tie together ### 23. Robust Data Science Platform with Easy-to-Use Features **Rating:** 5.0/5.0 stars **Reviewed by:** Dineshreddy 0. | Information Technology and Services **Reviewed Date:** January 06, 2026 **What do you like best about Alteryx?** I appreciate that Alteryx is a comprehensive data science and analytics platform with a free trial and features like the ETL tool. I like its platform apps and the initial setup was good and easy. I find its ease of use, drag and drop workflow automation, and its ability to automate repetitive tasks valuable, which led my team to switch to Alteryx. **What do you dislike about Alteryx?** Limited computer memory **What problems is Alteryx solving and how is that benefiting you?** I use Alteryx for its comprehensive data science and analytics platform, ease of use, drag-and-drop workflow automation, and its ability to automate repetitive tasks. ### 24. Reliable Workflows You Can Count On **Rating:** 5.0/5.0 stars **Reviewed by:** Katya P. | Enterprise (> 1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** Reliable workflows, easy to implement, output to excel **What do you dislike about Alteryx?** no direct integration to Power BI environment **What problems is Alteryx solving and how is that benefiting you?** reconciliation is number one, then repeatable processes ### 25. Scalable, Accurate, and Fast Performance **Rating:** 5.0/5.0 stars **Reviewed by:** Tazeen H. | Enterprise (> 1000 emp.) **Reviewed Date:** May 19, 2026 **What do you like best about Alteryx?** scalability, accuracy and speed. Problem Solving **What do you dislike about Alteryx?** connecting to the Database. Nothing else in particular **What problems is Alteryx solving and how is that benefiting you?** efficiency gain and keep up with the growth ### 26. Excellent Data Processing Capability **Rating:** 5.0/5.0 stars **Reviewed by:** Andy Z. | Enterprise (> 1000 emp.) **Reviewed Date:** May 19, 2026 **What do you like best about Alteryx?** Capability to process data. It provides good analysis **What do you dislike about Alteryx?** There is not much to dislike. The community forum is helpful. **What problems is Alteryx solving and how is that benefiting you?** Automating manual processes. ### 27. AI-Powered Analytics, But Workflow Automation Still Needs Oversight **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Accounting | Enterprise (> 1000 emp.) **Reviewed Date:** June 25, 2026 **What do you like best about Alteryx?** Alteryx is leading the way with AI in being a data analytics platform. **What do you dislike about Alteryx?** As it's AI powered, it doesn't mean the automatic data workflow is correct. **What problems is Alteryx solving and how is that benefiting you?** It provides powerful insights thst enables us to make smart decisions and refine our strategy. ### 28. Easy to Use for Testing and Development, with a Great Browse Tool **Rating:** 5.0/5.0 stars **Reviewed by:** Sadat S. | Mid-Market (51-1000 emp.) **Reviewed Date:** May 19, 2026 **What do you like best about Alteryx?** easy to use and test and develop,Browse tool is great **What do you dislike about Alteryx?** Testing is a little trickey some times as well **What problems is Alteryx solving and how is that benefiting you?** Reporting requirements ### 29. Easy-to-Learn No-Code Tool That Delivers Python-Like Value **Rating:** 5.0/5.0 stars **Reviewed by:** Eyal G. | Mid-Market (51-1000 emp.) **Reviewed Date:** May 19, 2026 **What do you like best about Alteryx?** Easy to learn, non code solution that is giving the same value as Python **What do you dislike about Alteryx?** too expensive for the designer version.. **What problems is Alteryx solving and how is that benefiting you?** FP&A ### 30. New Capabilities and Networking **Rating:** 5.0/5.0 stars **Reviewed by:** SERGIO M. | Enterprise (> 1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** The new things and capabilities of the tool, plus networking **What do you dislike about Alteryx?** Nothing everything is okay with Alteryx conferenxe **What problems is Alteryx solving and how is that benefiting you?** Automatización and speed ### 31. Great Energy and Networking Opportunities **Rating:** 4.0/5.0 stars **Reviewed by:** Carlos Eduardo d. | Information Technology and Communication Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** May 19, 2026 **What do you like best about Alteryx?** The energy and the networking were awesome. **What do you dislike about Alteryx?** Nothing so far. Everything is perfect. Best event. **What problems is Alteryx solving and how is that benefiting you?** Connect all types of databases. ### 32. Drag-and-Drop Powerhouse That Solves Most Data Problems **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Financial Services | Small-Business (50 or fewer emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** I like the drag and drop interface and the different capabilities, it can solve most data problems I come across. I also like that designer is local for security purposes. **What do you dislike about Alteryx?** I don't like some of the pay walls for certain features and the move away from license keys **What problems is Alteryx solving and how is that benefiting you?** It is creating data pipelines for our tableau dashboards ### 33. Seamless Data Source Connections and Workflow Automation **Rating:** 5.0/5.0 stars **Reviewed by:** Renuka T. | Enterprise (> 1000 emp.) **Reviewed Date:** May 19, 2026 **What do you like best about Alteryx?** Connecting to various data sources and automating workflows. **What do you dislike about Alteryx?** Not really anything that is specific to dislike the tool **What problems is Alteryx solving and how is that benefiting you?** Automation ### 34. User-Friendly and Easy to Love **Rating:** 5.0/5.0 stars **Reviewed by:** Brian m. | Enterprise (> 1000 emp.) **Reviewed Date:** May 19, 2026 **What do you like best about Alteryx?** User friendly. Easy to use and extremely powerful **What do you dislike about Alteryx?** There is absolutely nothing that comes to mind **What problems is Alteryx solving and how is that benefiting you?** Automation and efficiency ### 35. Alteryx Makes Streamlining Work and Boosting Efficiency Easy **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?** Alteryx and its products makes it easy for users to streamline work activities and drives improved efficiency. **What do you dislike about Alteryx?** Only complaint is that our team has yet to adopt its full capabilities **What problems is Alteryx solving and how is that benefiting you?** Alteryx is allowing us to gain confidence in our data by enabling us to do a full sales tax recalculation that gets us audit ready. ### 36. Easy Drag-and-Drop Workflows, But the Python Tool Needs Work **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Logistics and Supply Chain | Enterprise (> 1000 emp.) **Reviewed Date:** May 20, 2026 **What do you like best about Alteryx?** Easy drag and drop to build quick workflows **What do you dislike about Alteryx?** Python tool isn’t that great, and there are a few things that would be done much better through coding instead of using this drag-and-drop approach. **What problems is Alteryx solving and how is that benefiting you?** It helps me integrate different data sources and transform the data based on user needs, including preparing it to feed dashboards. ### 37. Admin-Friendly Management with Great Resources and Documentation **Rating:** 5.0/5.0 stars **Reviewed by:** Liyu T. | Peer Tutor, Enterprise (> 1000 emp.) **Reviewed Date:** May 19, 2026 **What do you like best about Alteryx?** managing it as admin (coming from server admin) **What do you dislike about Alteryx?** nothing. good resources n documentation. **What problems is Alteryx solving and how is that benefiting you?** finance reports ### 38. 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! ### 39. 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 ### 40. 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. ### 41. 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 ### 42. 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. ### 43. 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. ### 44. 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 ### 45. 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. ### 46. 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. ### 47. 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. ### 48. 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 ### 49. 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 ### 50. 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 ## 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=4§ion=pricing&secure%5Bexpires_at%5D=2026-07-19+02%3A53%3A46+-0500&secure%5Bsession_id%5D=393768c8-abee-4f7d-a261-30b8f9b483b1&secure%5Btoken%5D=2bfb75b8eadd17f134c07f934f78138bfba855ab269838c1f18b52c1db2b72b7&format=llm_user) ## Alteryx Integrations - 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[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) - [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 - [Tableau](https://www.g2.com/products/tableau/reviews) - 4.4/5.0 (3,666 reviews) - [Domo](https://www.g2.com/products/domo/reviews) - 4.3/5.0 (1,022 reviews) - [Dataiku](https://www.g2.com/products/dataiku/reviews) - 4.4/5.0 (213 reviews)