Alteryx vs SAS Viya: A Comparative Analysis
Introduction
Comparing Alteryx and SAS Viya is essential for professionals seeking powerful data analytics solutions. These platforms offer robust tools for business intelligence, each with unique strengths and capabilities.
Alteryx is known for its user-friendly interface and strong data blending features, while SAS Viya provides advanced analytics with a focus on machine learning and scalability.
This comparison will highlight key differences and help users determine the best fit for their data analytics needs. Additionally, we'll explore how Sourcetable offers a simplified, spreadsheet-like experience that seamlessly integrates with your data, presenting a streamlined alternative for reporting and data analytics tasks.
What is Alteryx?
Alteryx is an analytics platform designed for analytic leaders to democratize analytics, providing self-service insights and enabling collaboration with business stakeholders. It aligns analytics with strategic goals, streamlines budgeting, enhances forecasting, and improves reporting processes.
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Alteryx is an analytics platform designed for analytic leaders to democratize analytics, providing self-service insights and enabling collaboration with business stakeholders. It aligns analytics with strategic goals, streamlines budgeting, enhances forecasting, and improves reporting processes.
By leveraging Alteryx, organizations can increase the accuracy and efficiency of financial processes, minimize risk, and support broader analytics initiatives. The platform plays a crucial role in improving data quality, ensuring data governance, and providing data security.
What is SAS Viya?
SAS Viya is an AI-driven, end-to-end platform designed to address complex data analysis challenges. It enables users to manage, cleanse, and transform data, as well as build and deploy machine learning models. SAS Viya is recognized for its performance, scalability, and the automation of key machine learning processes.
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SAS Viya is an AI-driven, end-to-end platform designed to address complex data analysis challenges. It enables users to manage, cleanse, and transform data, as well as build and deploy machine learning models. SAS Viya is recognized for its performance, scalability, and the automation of key machine learning processes.
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Core Capabilities
- Facilitates access to data of any size or complexity.
- Intuitive interfaces for data cleansing and transformation.
- Enables creation of robust data pipelines.
- Promotes data trust through lineage and transparency.
- Supports rapid construction of high-performance models.
- Deploys decision flows efficiently.
- Automates performance monitoring and model tuning.
- Performs automatic retraining of models.
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Benefits
- Accelerates the realization of value from data and AI investments.
- Offers scalability that keeps pace with AI advancements.
- Ensures verifiable and trustworthy results.
- Delivers processing speeds up to 30 times faster than other solutions.
- Provides exclusive automation for machine learning processes.
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Target Audience
SAS Viya serves data scientists and developers, providing a comprehensive and reliable platform for AI and machine learning tasks.
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Key Features of Alteryx
Search Platform |
Alteryx includes a search platform for quick data discovery. |
ETL/ELT Capabilities |
Alteryx supports extract, transform, load (ETL) and extract, load, transform (ELT) processes for data integration. |
Data Preparation |
Data prep capabilities in Alteryx enable efficient data cleaning and transformation. |
Data Enrichment |
Alteryx enhances datasets by appending additional data, providing richer analysis. |
Data Quality |
Alteryx ensures high data quality through cleaning and validation features. |
Data Analysis |
Robust analysis capabilities in Alteryx support comprehensive data examination. |
Geospatial Capabilities |
Alteryx includes geospatial functionality for location-based data analysis. |
AutoML Capabilities |
Automated machine learning (AutoML) in Alteryx accelerates predictive modeling. |
Reporting Capabilities |
Alteryx offers reporting tools for generating insightful data visualizations. |
Analytics App Capabilities |
Users can build and share analytics apps within Alteryx for collaborative data work. |
Data Storytelling |
Data storytelling tools in Alteryx help communicate data insights effectively. |
AI Generated Insights |
Alteryx employs artificial intelligence to uncover deep insights from data. |
Key Features of SAS Viya
Data Integration |
Import data from various sources including databases, Hadoop, Excel, social media, and others. |
Report and Dashboard Creation |
Quickly build reports and dashboards by dragging and dropping files such as Excel, CSV, or SAS data sets. |
Data Quality and Management |
Includes standard functions to manage and clean data such as case changing, conversion, renaming, removal, and column splitting. |
Custom Calculations and Transformations |
Create custom calculations and data transformations using code. |
Visualization |
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Collaboration and Sharing |
Enhance collaboration by adding comments, reusing report alterations, and sharing modifications. |
Templates and Alerts |
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Distribution and Export |
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Forecasting and Custom Visualizations |
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Advantages of Alteryx for Business Intelligence
Democratized Analytics
Alteryx's ability to democratize analytics allows users across an organization to engage with data, fostering a data-driven culture.
User-Friendly Interface
The platform's ease of use accelerates the adoption and learning curve, enhancing productivity in reporting and data tasks.
Collaborative Environment
Alteryx promotes collaboration, enabling teams to work together effectively on business intelligence projects.
Scalability
The scalability of Alteryx ensures it can grow with the enterprise, supporting expanding data analytics needs.
Automation
Automating every step of analytics, Alteryx streamlines workflows, saving time on manual tasks in the reporting process.
Community Support
An active community with over 500K members provides a rich resource for problem-solving and knowledge sharing.
Skills Enhancement
By helping to upskill employees, Alteryx contributes to a more capable workforce adept at handling complex business intelligence tasks.
Award-Winning Excellence
The recognition Alteryx has received through awards attests to its effectiveness in delivering robust business intelligence solutions.
Time Savings
Alteryx has a proven track record of saving customers thousands of hours, increasing efficiency in data analytics and reporting.
Disadvantages of Using Alteryx for Business Intelligence
Cost and Scalability Concerns
Alteryx's pricing is considered high, making it a significant investment for businesses.Difficulties with scaling Alteryx can limit its use in larger, growing enterprises.Automating workflows incurs additional costs, impacting return on investment.
Data Handling and Performance Issues
Data loading can be slow, affecting efficiency in data analytics tasks.Alteryx may not be the best choice for one-time or ad-hoc reporting due to its setup and operational demands.Challenges with chaining or scheduling workflows can complicate reporting processes.
Usability and Functionality Limitations
Users encounter vague error messages that can hinder troubleshooting.Some necessary tools and functionalities are absent, which can limit the scope of analysis.It is difficult to create new functionalities within Alteryx, potentially restricting customized analysis.The neural networking and forecasting tools are not intuitive, posing a learning curve for users.
Support and Training Deficits
Support for databases other than MS SQL Server is lacking, which can alienate a segment of users.There is a scarcity of training materials, such as videos, which can impede user onboarding and ongoing education.
Visualization and Cloud Deployment
Alteryx is not optimized for data visualization, a key component of business intelligence.Absence of native cloud deployment options limits accessibility and flexibility for users.
Frequently Asked Questions About Alteryx
What is the Alteryx Marketplace?
The Alteryx Marketplace is where you can find verified assets that have undergone rigorous validation.
What can I find in the Community Gallery?
The Community Gallery is for peer-to-peer interactions, examples, use cases, and more.
Who can download Add-Ons from the Alteryx Marketplace?
Users with an active Designer or Server license can download Add-Ons.
What versions of Alteryx do the current Add-Ons in the Marketplace support?
The Alteryx Marketplace currently supports Add-Ons for Alteryx Designer Desktop and Server versions 2021.4, 2022.1, 2022.3, and 2023.1.
Are there any costs associated with downloading Add-Ons from the Alteryx Marketplace?
Add-Ons on the Alteryx Marketplace are free to download.
Use Cases for Alteryx
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Generating personalized training recommendations for athletes using statistical metrics
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Enhancing corporate efficiency by streamlining data processes
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Aggregating data from various CRM platforms to inform dashboard and report creation
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Optimizing data science reports through A/B testing
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Predicting email open rates with machine learning algorithms
Advantages of SAS Viya for Business Intelligence and Data Analytics
Cloud-Based Analytics and Reporting
SAS Viya's cloud-based platform ensures that users have instant and flexible access to powerful statistical analysis and reporting applications. Its web-based environment simplifies programming, analysis, and reporting tasks, enhancing programmer productivity and facilitating easy deployment.
Extensive Data Analysis Tools
Users benefit from SAS Viya's advanced statistical analysis tools, wide range of statistical methods, and frequent updates to statistical procedures. The platform supports comprehensive data extraction, formatting, and analysis programming, allowing for the latest methodologies in analytics.
Collaboration and Integration
SAS Viya's collaboration capabilities and compatibility with Microsoft Office products streamline the integration of data science into business processes. The platform's ability to work with AWS and availability on the AWS Marketplace provides seamless scalability and integration options.
Visualization and Mapping
With SAS Viya, businesses can create a variety of business maps, charts, and plots, including 3-D relationship graphs. The platform's data visualization tools aid in the comprehension and presentation of complex data relationships.
Advanced Features for Modern Analytics
SAS Viya serves as a comprehensive solution for machine learning and AI analytics, supporting real-time decision-making processes. The inclusion of a workbench for AI model development and its low code/no code approach make it accessible to a broad range of users, from data scientists to business analysts.
Disadvantages of SAS Viya for Business Intelligence
Accessibility for Smaller Businesses
SAS Viya's complexity and cost structure may not align well with the needs and capabilities of small to medium-sized businesses. Its features and pricing are geared more towards larger enterprises.
Usability Concerns
The platform's steep learning curve and lack of beginner tutorials can hinder efficient adoption and proficiency, impacting productivity for businesses seeking to perform reporting and data analytics.
Integration and Compatibility Issues
SAS Viya does not integrate with popular open source tools such as Python, Julia, or R, which can limit flexibility and innovation in data analytics workflows.
Technical and Support Challenges
Users may experience difficulties with the installation process due to the large size of the software. Additionally, reports of poor customer support can further complicate resolution of technical issues.
Functional Limitations
The software's drill-down capabilities could see improvements to enhance the depth of analysis for business intelligence purposes.
Frequently Asked Questions About SAS Viya
How is SAS Viya priced?
SAS Viya may be priced by users, core capacity, total revenue, transactions, and more. It can also vary by SaaS, on-premises, cloud, and other factors.
What is the starting price for SAS Viya?
SAS Viya pricing starts at $1500 per user and $10,000 for core capacity for select offerings.
How much can a full implementation of SAS Viya cost?
SAS Viya pricing can go up to multiple millions for a full implementation.
Can I get any discounts on SAS Viya?
Students, educators, and researchers may get academic discounts for training and certification exams. SAS also offers a variety of discounts for training and certification exams.
Who can help me determine the best SAS licensing option for my needs?
A SAS account representative can help determine the best SAS licensing option for your situation.
Use Cases for SAS Viya
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Environments where SAS Viya and SAS Grid Manager provide complementary services in different steps of a project
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Environments where SAS Viya feeds into SAS Grid Manager for further analysis
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Environments where SAS Visual Analytics customers utilize SAS Grid Manager to enhance their business intelligence capabilities
Why Sourcetable is a Superior Choice for Business Intelligence
Sourcetable offers a streamlined alternative to complex platforms like Alteryx and SAS Viya, focusing on ease of use for business intelligence tasks. Its spreadsheet-like interface provides a familiar environment for data synchronization and analytics.
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Sourcetable offers a streamlined alternative to complex platforms like Alteryx and SAS Viya, focusing on ease of use for business intelligence tasks. Its spreadsheet-like interface provides a familiar environment for data synchronization and analytics.
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Simplified Reporting and Analytics
Sourcetable brings simplicity to reporting and analytics, reducing the learning curve associated with more complex systems. By centralizing data in a user-friendly interface, it enhances the accessibility of business intelligence.
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Data Synchronization
Effortless data synchronization across services is a hallmark of Sourcetable. It eliminates the need for intricate integration processes, offering a more efficient way to manage data within business ecosystems.
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User-Friendly Interface
The intuitive, spreadsheet-like interface of Sourcetable caters to a wide range of users, from data analysts to business stakeholders. This approach demystifies data manipulation, making it accessible to non-technical users.
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Optimized for Efficiency
Sourcetable's focus on efficiency streamlines processes such as budgeting, forecasting, and reporting. It not only improves accuracy but also minimizes the risk associated with data handling.
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Enhanced Data Management
With Sourcetable, data quality, governance, and security are easily managed. The platform's straightforward approach to data management supports IT leaders in their analytics initiatives.
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Marketing Insights
Marketing leaders benefit from Sourcetable's ability to unify customer data and optimize campaigns. It provides actionable insights that are crucial for data-driven decision making in marketing strategies.
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Alteryx vs. SAS Viya Similarities
Analytics Platforms
Both Alteryx and SAS Viya are analytics platforms. They provide tools and capabilities for organizations to analyze and interpret data for business insights.
AI-Enhanced Analytics
Alteryx and SAS Viya use artificial intelligence to drive smarter, data-driven decision-making. AI features enhance the analytics process, making it more efficient and effective.
Democratization of Analytics
Alteryx and SAS Viya aim to democratize analytics by making it accessible to a broader range of users within an organization, not just data specialists.
Self-Service Insights
Both platforms enable self-service insights, allowing users to generate and access insights independently, without requiring extensive technical expertise.
Support for Collaboration
Alteryx and SAS Viya facilitate collaboration between data scientists and business stakeholders, ensuring that analytics align with strategic goals.
Finance and Reporting
Both platforms provide tools to help finance leaders streamline budgeting, forecasting, and reporting, improving accuracy, efficiency, and minimizing risk.
Data Governance and Security
Alteryx and SAS Viya address the need for data quality, governance, and security, ensuring that data management practices meet organizational standards.
Marketing Optimization
Marketing leaders leverage both Alteryx and SAS Viya to unify customer data, improve campaigns, and optimize spend, leading to more effective marketing strategies.
Alteryx vs SAS Viya
Analytics Platform Nature
Alteryx is characterized as an AI and enterprise analytics platform that emphasizes self-service insights and democratizing analytics. It employs AI for smarter, data-driven decision-making across various roles such as data scientists, IT, finance, and marketing leaders.
User Accessibility
SAS Viya is known for its advanced analytics and is often associated with deep statistical analysis, catering to professional statisticians and data scientists. In contrast, Alteryx is more accessible to a broader range of business users, promoting self-service analytics capabilities.
Collaboration and Governance
While both platforms provide collaboration tools, Alteryx specifically aids in the collaboration between data scientists and business stakeholders. Alteryx also places a strong emphasis on ensuring data quality, governance, and security, which are key concerns for IT leaders.
Finance and Marketing Optimization
Alteryx is tailored to help finance leaders enhance budgeting, forecasting, and reporting processes and to assist marketing leaders in unifying customer data and optimizing campaigns. SAS Viya also provides capabilities in these areas but with a focus on advanced analytics.
AI and Decision Making
Alteryx incorporates AI to enable smarter, data-driven decisions across the organization, while SAS Viya leverages its analytics to provide powerful statistical insights, often requiring more specialized knowledge to operate effectively.
Comparison of Alteryx, SAS Viya, and Sourcetable
Alteryx Overview
Alteryx is an analytics and AI platform designed for enterprise analytics. It uses AI to facilitate smarter, data-driven decision making, democratizes analytics, and enables self-service insights. Alteryx supports collaboration between data scientists and business stakeholders and is used across various domains including finance, IT, and marketing to streamline processes and improve accuracy and efficiency.
SAS Viya Overview
SAS Viya is a cloud-enabled, in-memory analytics engine that provides a variety of advanced analytics capabilities, including machine learning and AI. It is designed to handle complex analytical challenges and deploy insights at scale across an organization. SAS Viya also supports coding in multiple languages and offers a visual interface for non-technical users.
Sourcetable Overview
Sourcetable is a spreadsheet-like tool designed for synchronizing data from various sources. It enables users to create live data tables and dashboards without the need for coding, making it accessible for users with limited technical expertise. Sourcetable focuses on combining ease of use with the capability to handle data from different platforms.
Comparative Analysis
Alteryx offers AI-powered analytics, while SAS Viya provides advanced analytics with AI and machine learning. Sourcetable, although not primarily an AI platform, allows for easy data manipulation and visualization.
Alteryx democratizes analytics and enables self-service insights for technical users. SAS Viya caters to both technical and non-technical users with its coding and visual interfaces. Sourcetable appeals to non-technical users with a simple, spreadsheet-like interface.
Both Alteryx and SAS Viya are enterprise-focused, offering solutions for large-scale analytics initiatives and robust data governance. Sourcetable is more suited for smaller teams or businesses that need a more straightforward data integration and visualization tool.
Alteryx and SAS Viya emphasize data governance and security, with features designed to support IT leaders in these areas. Sourcetable focuses less on governance and more on the integration and visualization of data.
Alteryx facilitates collaboration between data scientists and business stakeholders, while SAS Viya provides collaborative features through its cloud-enabled platform. Sourcetable offers collaborative features similar to other spreadsheet programs.
Alteryx provides tailored solutions for different leaders like finance, marketing, and IT, similar to SAS Viya. Sourcetable, on the other hand, offers a more general approach suitable for various business functions without specialized tools.
SAS Viya is built for scalability across large organizations, whereas Alteryx also caters to enterprise-scale analytics but with a strong emphasis on AI. Sourcetable is more suitable for smaller scale operations.
Conclusion
Alteryx and SAS Viya are robust enterprise analytics platforms with AI capabilities and strong data governance features, catering to both technical and non-technical users. Sourcetable serves as a user-friendly tool for data synchronization and visualization, ideal for users seeking simplicity over comprehensive analytics.
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Frequently Asked Questions About Sourcetable
What is Sourcetable and who typically uses it?
Sourcetable is a spreadsheet application that allows users to access data from most 3rd party applications, query data, and build live models that automatically update. It is used by growth teams and business operations teams, and is designed for anyone who needs to centralize, analyze, and model data that updates over time.
How does Sourcetable replace traditional tools like Excel and Google Sheets?
Sourcetable replaces workflows that are typically done in Excel, Google Sheets, and Business Intelligence tools by providing a centralized platform for accessing and modeling data without the need for coding, and with automatic updates to data and models.
How much does Sourcetable cost and is there a trial available?
Sourcetable costs $50 per month for the starter plan and $250 per month for the pro plan. All plans come with a 14-day free trial period.
How often does Sourcetable update data from integrations?
Data integrations update every 15 minutes on the regular plan and every 5 minutes on the pro plan.
Do users need to know how to code to use Sourcetable?
No, Sourcetable does not require coding, allowing users to easily access, query, and model data.
Alteryx Pricing Overview
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Alteryx Designer Cloud Cost
The Alteryx Designer Cloud Professional Edition starts at $4,950 USD.
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Alteryx Designer Desktop Pricing
Alteryx Designer Desktop is available at a price of $5,195 USD.
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Additional Fees for New Customers
New customers are subject to a separate platform fee. Moreover, new customers are required to purchase a minimum of three users.
SAS Viya Cost
SAS Viya is available for purchase on the Azure Marketplace. This allows for seamless integration with Azure's cloud services.
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SAS Viya is available for purchase on the Azure Marketplace. This allows for seamless integration with Azure's cloud services.
The software offers a pay-as-you-go pricing model, providing flexibility in cost management and scalability for users.
Conclusion
In comparing Alteryx and SAS Viya, it's evident that both platforms offer robust business intelligence capabilities tailored to diverse analytics needs.
Alteryx provides an intuitive workflow for data blending and advanced analytics, while SAS Viya offers a comprehensive suite of tools for complex data analysis in a cloud-ready environment.
Sourcetable, on the other hand, streamlines business intelligence by offering real-time data syncing across services in a user-friendly spreadsheet interface, positioning itself as a simplified alternative for data integration and analysis.
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