# Alteryx vs SAS Viya Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Alteryx excels in **data preparation** , with users highlighting its ability to automate complex workflows and blend data from multiple sources effortlessly. Many appreciate the platform's user-friendly interface, which allows for quick data preparation without extensive coding knowledge.
- **Users say** SAS Viya stands out for its **powerful analytics and machine learning capabilities**. Reviewers commend its intuitive interface that simplifies the processing of large datasets and the building of predictive models, making it a strong choice for organizations looking to leverage advanced analytics.
- **According to verified reviews** , Alteryx has a significant advantage in **ease of use** , with many users noting that it saves time and enhances productivity. The platform's focus on innovation and community support is frequently mentioned as a key benefit for users seeking to streamline their data workflows.
- **Reviewers mention** that SAS Viya offers a well-structured **support system** , which is particularly beneficial for businesses needing reliable assistance. Users appreciate the ease of integration with existing systems, which helps in maintaining real-time visibility and informed decision-making.
- **G2 reviewers highlight** that while Alteryx is favored for its **data blending and cleansing capabilities** , some users feel it could improve in areas like advanced analytics compared to SAS Viya. This suggests that while Alteryx is great for data preparation, users looking for comprehensive analytics might find SAS Viya more suitable.
- **Users report** that both platforms have their strengths, but SAS Viya's **modern analytics approach** and integration of AI and machine learning techniques provide a competitive edge for organizations focused on advanced data analysis. This makes it a compelling option for those prioritizing cutting-edge analytics capabilities.



| | Alteryx | SAS Viya | 
|---|---|---|
| **Star Rating** | 4.6 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 867 | 801 | 
| **Largest Market Segment** | Enterprise (63.9% of reviews) | Small-Business (34.4% of reviews) | 
| **Entry Level Price** | $3,000.00 1 User Per Year | No pricing available | 

---
## Top Pros & Cons

### Alteryx

Pros:
- Ease of Use (333 reviews)
- Automation (148 reviews)

Cons:
- Expensive (88 reviews)
- Learning Curve (80 reviews)

### SAS Viya

Pros:
- Ease of Use (234 reviews)
- Features (218 reviews)

Cons:
- Learning Difficulty (151 reviews)
- Learning Curve (144 reviews)

---
## Ratings Comparison
| Rating | Alteryx | SAS Viya | 
|---|---|---|
  | **Meets Requirements** | 8.8 (384 reviews) | 8.5 (552 reviews) | 
  | **Ease of Use** | 8.6 (649 reviews) | 8.2 (640 reviews) | 
  | **Ease of Setup** | 8.4 (438 reviews) | 8.0 (490 reviews) | 
  | **Ease of Admin** | 8.3 (87 reviews) | 7.6 (157 reviews) | 
  | **Quality of Support** | 8.5 (359 reviews) | 8.3 (522 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.9 (91 reviews) | 8.2 (160 reviews) | 
  | **Product Direction (% positive)** | 9.1 (355 reviews) | 8.9 (547 reviews) | 

---
## Pricing

### Alteryx

#### Entry-Level Pricing

Plan: Starter Edition

Price: $3,000.00 1 User Per Year

Description: For Small Teams That Need to Perform Basic Business Analytics

Prepare and analyze data with code-free software on flat files.

Key Features:
- Essential drag-and-drop data preparation (Blend, Transform, Join, Aggregate, etc.)
- Create code-free data analytics workflows
- Share data analytics workflows

[Browse all 3 editions](https://www.g2.com/products/alteryx/pricing)

#### Free Trial

Yes

### SAS Viya

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 7.9/10 | 402 |
| **SAS Viya** | N/A | N/A |

#### Reports

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Reports Interface** | 8.0 (239 reviews) ✓ Verified | 8.4 (261 reviews) | 
| **Steps to Answer** | 8.5 (176 reviews) | 8.1 (238 reviews) | 
| **Graphs and Charts** | 7.0 (195 reviews) ✓ Verified | 8.5 (245 reviews) | 
| **Score Cards** | 7.8 (122 reviews) | 8.1 (235 reviews) | 
| **Dashboards** | 7.2 (169 reviews) ✓ Verified | 8.4 (239 reviews) | 

#### Self Service 

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Calculated Fields** | 8.9 (208 reviews) ✓ Verified | 8.3 (233 reviews) | 
| **Data Column Filtering** | 9.1 (207 reviews) ✓ Verified | 8.4 (233 reviews) | 
| **Data Discovery** | 9.0 (202 reviews) ✓ Verified | 8.5 (235 reviews) | 
| **Search** | 8.4 (190 reviews) ✓ Verified | 8.1 (230 reviews) | 
| **Collaboration / Workflow** | 8.5 (211 reviews) ✓ Verified | 8.1 (232 reviews) | 
| **Automodeling** | 8.1 (154 reviews) ✓ Verified | 8.3 (227 reviews) | 

#### Advanced Analytics

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Predictive Analytics** | 8.2 (175 reviews) ✓ Verified | 8.5 (240 reviews) | 
| **Data Visualization** | 7.4 (189 reviews) ✓ Verified | 8.8 (239 reviews) | 
| **Big Data Services** | 8.4 (206 reviews) ✓ Verified | 8.6 (244 reviews) | 

#### Building Reports

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Data Transformation** | 9.2 (202 reviews) ✓ Verified | 8.5 (206 reviews) | 
| **Data Modeling** | 8.8 (145 reviews) ✓ Verified | 8.5 (200 reviews) | 
| **WYSIWYG Report Design** | 7.6 (112 reviews) ✓ Verified | 7.8 (196 reviews) | 
| **Integration APIs** | 7.9 (119 reviews) ✓ Verified | 8.0 (199 reviews) | 

#### Platform

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 8.4/10 | 433 |
| **SAS Viya** | 8.2/10 | 332 |

#### Reports

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Reports Interface** | 8.0 (239 reviews) ✓ Verified | 8.4 (261 reviews) | 
| **Steps to Answer** | 8.5 (176 reviews) | 8.1 (238 reviews) | 
| **Graphs and Charts** | 7.0 (195 reviews) ✓ Verified | 8.5 (245 reviews) | 
| **Score Cards** | 7.8 (122 reviews) | 8.1 (235 reviews) | 
| **Dashboards** | 7.2 (169 reviews) ✓ Verified | 8.4 (239 reviews) | 

#### Data Preparation

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Connectors** | 8.8 (142 reviews) ✓ Verified | 8.4 (213 reviews) | 
| **Data Governance** | 8.6 (105 reviews) ✓ Verified | 8.4 (214 reviews) | 

#### Data Modeling and Blending

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Data Querying** | 9.0 (121 reviews) ✓ Verified | 8.5 (211 reviews) | 
| **Data Filtering** | 9.2 (123 reviews) ✓ Verified | 8.7 (210 reviews) | 
| **Data Blending** | 9.3 (153 reviews) ✓ Verified | 8.5 (213 reviews) | 

#### Generative AI

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **AI Text Generation** | 7.6 (38 reviews) | Feature Not Available | 
| **AI Text Summarization** | 8.0 (39 reviews) | Feature Not Available | 

#### Agentic AI - Analytics Platforms

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Autonomous Task Execution** | 8.7 (22 reviews) | 7.9 (95 reviews) | 
| **Multi-step Planning** | 8.3 (15 reviews) | 7.9 (93 reviews) | 
| **Cross-system Integration** | 8.1 (22 reviews) | 8.1 (94 reviews) | 
| **Adaptive Learning** | 8.1 (15 reviews) | 8.1 (92 reviews) | 
| **Natural Language Interaction** | 8.3 (14 reviews) | 7.9 (92 reviews) | 
| **Proactive Assistance** | 8.0 (15 reviews) | 7.7 (92 reviews) | 
| **Decision Making** | 8.0 (14 reviews) | 8.1 (91 reviews) | 

#### Self Service 

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Calculated Fields** | 8.9 (208 reviews) ✓ Verified | 8.3 (233 reviews) | 
| **Data Column Filtering** | 9.1 (207 reviews) ✓ Verified | 8.4 (233 reviews) | 
| **Data Discovery** | 9.0 (202 reviews) ✓ Verified | 8.5 (235 reviews) | 
| **Search** | 8.4 (190 reviews) ✓ Verified | 8.1 (230 reviews) | 
| **Collaboration / Workflow** | 8.5 (211 reviews) ✓ Verified | 8.1 (232 reviews) | 
| **Automodeling** | 8.1 (154 reviews) ✓ Verified | 8.3 (227 reviews) | 

#### Deployment & Integration - Analytics Platforms

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **No-code Dashboard Builder** | 9.1 (44 reviews) | 8.4 (96 reviews) | 
| **Report Scheduling and Automation** | 9.1 (43 reviews) | 8.3 (94 reviews) | 
| **Embedded Analytics and White-labeling** | 8.2 (12 reviews) | 8.1 (90 reviews) | 
| **Data Source Connectivity** | 8.7 (42 reviews) | 8.4 (94 reviews) | 

#### Advanced Analytics

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Predictive Analytics** | 8.2 (175 reviews) ✓ Verified | 8.5 (240 reviews) | 
| **Data Visualization** | 7.4 (189 reviews) ✓ Verified | 8.8 (239 reviews) | 
| **Big Data Services** | 8.4 (206 reviews) ✓ Verified | 8.6 (244 reviews) | 

#### Performance & Scalability - Analytics Platforms

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Large data handling and Query Speed** | 7.3 (67 reviews) | 8.5 (117 reviews) | 
| **Concurrent User Support** | 8.7 (13 reviews) | 8.4 (95 reviews) | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Data Modeling and Governance** | 8.5 (13 reviews) | 8.5 (99 reviews) | 
| **Notebook and Script Integration** | 8.1 (19 reviews) | 8.4 (102 reviews) | 
| **Built-in Predictive and Statistical Models** | 8.5 (17 reviews) | 8.6 (100 reviews) | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Auto-generated Insights and Narratives** | 8.5 (14 reviews) | 7.9 (92 reviews) | 
| **Natural Language Queries** | 7.7 (14 reviews) | 7.9 (90 reviews) | 
| **Proactive KPI Monitoring and Alerts** | 8.7 (13 reviews) | 8.1 (89 reviews) | 
| **AI Agents for Analytical Follow-ups** | 8.0 (11 reviews) | 7.8 (89 reviews) | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | 8.6 (12 reviews) | 8.1 (90 reviews) | 
| **Role-based Insight Personalization** | 8.6 (11 reviews) | 7.9 (89 reviews) | 
| **Conversational and Prompt-based Analytics** | 8.3 (13 reviews) | 7.8 (91 reviews) | 

#### Building Reports

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Data Transformation** | 9.2 (202 reviews) ✓ Verified | 8.5 (206 reviews) | 
| **Data Modeling** | 8.8 (145 reviews) ✓ Verified | 8.5 (200 reviews) | 
| **WYSIWYG Report Design** | 7.6 (112 reviews) ✓ Verified | 7.8 (196 reviews) | 
| **Integration APIs** | 7.9 (119 reviews) ✓ Verified | 8.0 (199 reviews) | 

### Location Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 8.6/10 | 35 |
| **SAS Viya** | N/A | N/A |

#### Cartography

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Map Design** | 8.1 (26 reviews) | Not enough data | 
| **Vector Mapping ** | 7.9 (22 reviews) | Not enough data | 
| **Data Visualization** | 7.6 (26 reviews) | Not enough data | 
| **Overlaying** | 7.8 (24 reviews) | Not enough data | 

#### Analysis

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Predictive Analysis** | 8.8 (24 reviews) | Not enough data | 
| **Distance Analysis ** | 9.3 (25 reviews) | Not enough data | 
| **Spatial Analysis** | 9.3 (26 reviews) | Not enough data | 
| **Data Stream** | 9.2 (25 reviews) | Not enough data | 

#### Reporting

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Data Transformation** | 9.3 (26 reviews) | Not enough data | 
| **WYSIWYG Design** | 8.2 (19 reviews) | Not enough data | 
| **API Integrations** | 9.1 (23 reviews) | Not enough data | 

### Data Preparation

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 8.7/10 | 247 |
| **SAS Viya** | 8.5/10 | 129 |

#### Data Source Access

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Breadth of Data Sources** | 8.9 (167 reviews) | 8.5 (116 reviews) | 
| **Ease of Data Connectivity** | 8.7 (182 reviews) | 8.4 (118 reviews) | 
| **API Connectivity** | 8.2 (137 reviews) | 8.2 (113 reviews) | 

#### Data Interaction

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Profiling and Classification** | 8.4 (139 reviews) | 8.5 (114 reviews) | 
| **Metadata Management** | 8.4 (138 reviews) | 8.2 (113 reviews) | 
| **Data Modeling** | 8.7 (153 reviews) | 8.5 (113 reviews) | 
| **Data Joining** | 9.1 (172 reviews) | 8.8 (112 reviews) | 
| **Data Blending** | 9.3 (175 reviews) | 8.7 (113 reviews) | 
| **Data Quality and Cleansing** | 9.2 (182 reviews) | 8.8 (114 reviews) | 
| **Data Sharing** | 8.7 (157 reviews) | 8.4 (111 reviews) | 
| **Data Governance** | 8.5 (139 reviews) | 8.5 (112 reviews) | 

#### Data Exporting

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Breadth of Integrations** | 8.9 (160 reviews) | 8.4 (113 reviews) | 
| **Ease of Integrations** | 8.8 (165 reviews) | 8.3 (114 reviews) | 
| **Data Workflows** | 9.2 (199 reviews) | 8.5 (110 reviews) | 

#### Generative AI

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **AI Text Generation** | 6.9 (32 reviews) | Feature Not Available | 

### Event Stream Processing

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **SAS Viya** | 8.3/10 | 18 |

#### Data

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Data Processing** | Not enough data | 8.6 (12 reviews) | 
| **Data Sources** | Not enough data | 8.6 (12 reviews) | 
| **Integration** | Not enough data | 8.2 (13 reviews) | 
| **Real-Time Processing** | Not enough data | 8.5 (12 reviews) | 

#### Analytics

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Reporting & Analytics** | Not enough data | 7.9 (12 reviews) | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **SAS Viya** | 8.6/10 | 33 |

#### Administration

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Data Modelling** | Not enough data | 8.5 (26 reviews) | 
| **Recommendations** | Not enough data | 8.5 (25 reviews) | 
| **Workflow Management** | Not enough data | 8.3 (25 reviews) | 
| **Dashboards and Visualizations** | Not enough data | 8.8 (27 reviews) | 

#### Management

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Business Glossary** | Not enough data | 8.2 (26 reviews) | 
| **Data Discovery** | Not enough data | 8.5 (26 reviews) | 
| **Data Profililng** | Not enough data | 8.7 (26 reviews) | 
| **Reporting and Visualization** | Not enough data | 9.0 (24 reviews) | 
| **Data Lineage** | Not enough data | 7.9 (26 reviews) | 

#### Compliance

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Sensitive Data Compliance** | Not enough data | 8.5 (25 reviews) | 
| **Training and Guidelines** | Not enough data | Feature Not Available | 
| **Policy Enforcement** | Not enough data | 8.4 (25 reviews) | 
| **Compliance Monitoring** | Not enough data | 8.6 (25 reviews) | 

#### Security

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Access Control** | Not enough data | 8.7 (26 reviews) | 
| **Roles Management** | Not enough data | 8.3 (23 reviews) | 
| **Compliance Management** | Not enough data | Feature Not Available | 

#### Data Quality

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Data Preparation** | Not enough data | 8.6 (27 reviews) | 
| **Data Distribution** | Not enough data | 8.6 (25 reviews) | 
| **Data Unification** | Not enough data | 8.5 (26 reviews) | 

#### Maintainence

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Data Quality Management** | Not enough data | 8.4 (24 reviews) | 
| **Policy Management** | Not enough data | Feature Not Available | 

#### Generative AI

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **AI Text Generation** | Not enough data | 7.9 (25 reviews) | 
| **AI Text Summarization** | Not enough data | 8.0 (25 reviews) | 

#### Agentic AI - Data Governance

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 9.0 (7 reviews) | 
| **Multi-step Planning** | Not enough data | 9.5 (7 reviews) | 
| **Cross-system Integration** | Not enough data | 9.5 (7 reviews) | 
| **Adaptive Learning** | Not enough data | 9.5 (7 reviews) | 
| **Natural Language Interaction** | Not enough data | 9.0 (7 reviews) | 
| **Decision Making** | Not enough data | 9.5 (7 reviews) | 

### Statistical Analysis

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **SAS Viya** | 8.9/10 | 148 |

#### Administration

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Quality Control** | Not enough data | 8.9 (135 reviews) | 
| **Data Sampling** | Not enough data | 8.9 (139 reviews) | 
| **Collaboration** | Not enough data | 8.8 (136 reviews) | 

#### Capabilities

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Data Visualization** | Not enough data | 9.3 (144 reviews) | 
| **Survival Analysis** | Not enough data | 8.9 (139 reviews) | 
| **Risk Data Attributes** | Not enough data | 8.7 (136 reviews) | 
| **Cost Analysis** | Not enough data | 8.6 (133 reviews) | 

#### Methodology

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **ANOVA Support** | Not enough data | 8.9 (138 reviews) | 
| **Regression** | Not enough data | 9.2 (140 reviews) | 
| **Time Series Analysis** | Not enough data | 9.1 (138 reviews) | 

#### Generative AI

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **AI Text Generation** | Not enough data | Feature Not Available | 
| **AI Text Summarization** | Not enough data | Feature Not Available | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 9.8/10 | 29 |
| **SAS Viya** | N/A | N/A |

#### Management

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Reporting** | Not enough data | Not enough data | 
| **Auditing** | Not enough data | Not enough data | 

#### Functionality

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Extraction** | Not enough data | Not enough data | 
| **Transformation** | 9.9 (14 reviews) | Not enough data | 
| **Loading** | Not enough data | Not enough data | 
| **Automation** | 9.6 (17 reviews) | Not enough data | 
| **Scalability** | 10.0 (5 reviews) | Not enough data | 

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **SAS Viya** | 8.3/10 | 15 |

#### Deployment

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Language Flexibility** | Not enough data | 8.1 (13 reviews) | 
| **Framework Flexibility** | Not enough data | 8.1 (14 reviews) | 
| **Versioning** | Not enough data | 8.2 (13 reviews) | 
| **Ease of Deployment** | Not enough data | 8.5 (14 reviews) | 
| **Scalability** | Not enough data | 8.3 (14 reviews) | 

#### Deployment

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Language Flexibility** | Not enough data | 8.2 (14 reviews) | 
| **Framework Flexibility** | Not enough data | 8.3 (13 reviews) | 
| **Versioning** | Not enough data | 8.3 (13 reviews) | 
| **Ease of Deployment** | Not enough data | 8.2 (14 reviews) | 
| **Scalability** | Not enough data | 8.7 (13 reviews) | 

#### Management

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Cataloging** | Not enough data | 7.6 (13 reviews) | 
| **Monitoring** | Not enough data | 8.5 (13 reviews) | 
| **Governing** | Not enough data | 8.5 (13 reviews) | 
| **Model Registry** | Not enough data | 8.5 (14 reviews) | 

#### Operations

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Metrics** | Not enough data | 8.8 (14 reviews) | 
| **Infrastructure management** | Not enough data | 7.9 (14 reviews) | 
| **Collaboration** | Not enough data | 8.8 (14 reviews) | 

#### Management

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Cataloging** | Not enough data | 7.9 (13 reviews) | 
| **Monitoring** | Not enough data | 8.2 (14 reviews) | 
| **Governing** | Not enough data | 8.1 (13 reviews) | 

#### Generative AI

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **AI Text Generation** | Not enough data | Feature Not Available | 
| **AI Text Summarization** | Not enough data | Feature Not Available | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 7.9/10 | 66 |
| **SAS Viya** | 7.9/10 | 99 |

#### System

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Data Ingestion & Wrangling** | 9.1 (52 reviews) | 8.4 (76 reviews) | 

#### Model Development

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Language Support** | 7.9 (42 reviews) | 8.1 (91 reviews) | 
| **Drag and Drop** | 8.9 (53 reviews) | 8.6 (84 reviews) | 
| **Pre-Built Algorithms** | 8.0 (47 reviews) | 8.3 (84 reviews) | 
| **Model Training** | 8.1 (45 reviews) | 8.7 (84 reviews) | 

#### Model Development

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Feature Engineering** | 8.4 (49 reviews) | 8.3 (73 reviews) | 

#### Machine/Deep Learning Services

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Computer Vision** | 7.9 (36 reviews) | 7.4 (78 reviews) | 
| **Natural Language Processing** | 7.9 (34 reviews) | 7.6 (80 reviews) | 
| **Natural Language Generation** | 8.0 (32 reviews) | 7.3 (78 reviews) | 
| **Artificial Neural Networks** | 7.9 (32 reviews) | 8.1 (80 reviews) | 

#### Machine/Deep Learning Services

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Natural Language Understanding** | 7.9 (34 reviews) | 7.7 (72 reviews) | 
| **Deep Learning** | 7.8 (31 reviews) | 8.0 (74 reviews) | 

#### Deployment

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Managed Service** | Feature Not Available | 8.1 (82 reviews) | 
| **Application** | 8.4 (43 reviews) | 8.0 (79 reviews) | 
| **Scalability** | 8.5 (45 reviews) | 8.2 (84 reviews) | 

#### Generative AI

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **AI Text Generation** | 6.8 (10 reviews) | Feature Not Available | 
| **AI Text Summarization** | 6.3 (9 reviews) | Feature Not Available | 
| **AI Text-to-Image** | 7.2 (10 reviews) | Feature Not Available | 

#### Agentic AI - Data Science and Machine Learning Platforms

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.7 (28 reviews) | 
| **Multi-step Planning** | Not enough data | 7.3 (28 reviews) | 
| **Cross-system Integration** | Not enough data | 7.6 (28 reviews) | 
| **Adaptive Learning** | Not enough data | 7.2 (28 reviews) | 
| **Natural Language Interaction** | Not enough data | 7.2 (28 reviews) | 
| **Proactive Assistance** | Not enough data | 7.1 (28 reviews) | 
| **Decision Making** | Not enough data | 7.6 (28 reviews) | 

### Natural Language Generation (NLG)

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **SAS Viya** | N/A | N/A |

#### Data Ingestion

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Big Data Processing** | Not enough data | Not enough data | 
| **Unstructed Data Processing** | Not enough data | Not enough data | 
| **Processing of Various File Types** | Not enough data | Not enough data | 

#### Presentation

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Report Creation** | Not enough data | Not enough data | 
| **Charts and Graphs** | Not enough data | Not enough data | 
| **Tailored Content** | Not enough data | Not enough data | 

#### System

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Programming Language Support** | Not enough data | Not enough data | 
| **Drag and Drop** | Not enough data | Not enough data | 
| **Pre-Built Algorithms** | Not enough data | Not enough data | 
| **Customizable Models** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 

### FP&A (Financial Planning & Analysis)

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **SAS Viya** | 8.2/10 | 12 |

#### Financial Planning

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Extended Planning** | Not enough data | 7.8 (10 reviews) | 
| **Reporting** | Not enough data | 8.2 (10 reviews) | 
| **Integration** | Not enough data | 8.5 (10 reviews) | 

#### Agentic AI - FP&A (Financial Planning & Analysis) 

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

#### Financial Insight

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Budgeting** | Not enough data | 8.0 (10 reviews) | 
| **Forecasting** | Not enough data | 8.8 (10 reviews) | 
| **Planning** | Not enough data | 7.9 (11 reviews) | 

#### Data

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Data Visualization** | Not enough data | 8.6 (11 reviews) | 
| **Data Analysis** | Not enough data | 8.5 (10 reviews) | 
| **Custom Reporting** | Not enough data | 8.2 (10 reviews) | 
| **Reporting Templates** | Not enough data | 8.5 (10 reviews) | 

#### Status Communication

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Collaboration** | Not enough data | 7.8 (10 reviews) | 
| **Version Control** | Not enough data | 8.3 (11 reviews) | 
| **Real-Time Data Updates** | Not enough data | 8.2 (11 reviews) | 
| **Scorecards** | Not enough data | 8.5 (11 reviews) | 

### Database Management Systems (DBMS)

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **SAS Viya** | 8.9/10 | 30 |

#### Management

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Data dictionary** | Not enough data | 8.8 (27 reviews) | 
| **Data Replication** | Not enough data | 9.0 (28 reviews) | 
| **Query Language** | Not enough data | 9.3 (28 reviews) | 
| **Data Modeling** | Not enough data | 8.9 (28 reviews) | 
| **Performance Analysis** | Not enough data | 8.8 (27 reviews) | 

#### Maintenance

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Data Migration** | Not enough data | 8.7 (26 reviews) | 
| **Backup and Recovery** | Not enough data | 8.9 (27 reviews) | 
| **Multi-User Environment** | Not enough data | 9.0 (26 reviews) | 

#### Security

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Data Encryption** | Not enough data | 8.9 (28 reviews) | 
| **User Access Control** | Not enough data | 8.6 (28 reviews) | 

### Decision Management Platforms

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **SAS Viya** | 7.4/10 | 25 |

#### Integration

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Data** | Not enough data | 8.0 (20 reviews) | 
| **Applications** | Not enough data | 8.2 (19 reviews) | 

#### Business Logic

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Authoring Business Logic** | Not enough data | 7.5 (19 reviews) | 
| **Testing Business Logic** | Not enough data | 7.3 (19 reviews) | 
| **Model Development** | Not enough data | 8.2 (19 reviews) | 

#### Management

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Catalog** | Not enough data | 7.7 (18 reviews) | 
| **Collaboration** | Not enough data | 7.5 (19 reviews) | 

#### Analytics

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Impact analysis** | Not enough data | 8.4 (20 reviews) | 
| **Simulation** | Not enough data | 7.6 (19 reviews) | 

#### Deployment

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Application Development** | Not enough data | 8.2 (19 reviews) | 
| **Integration** | Not enough data | 7.6 (17 reviews) | 

#### Generative AI

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **AI Text Generation** | Not enough data | Feature Not Available | 
| **AI Text Summarization** | Not enough data | Feature Not Available | 

#### Agentic AI - Decision Management Platforms

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.5 (6 reviews) | 
| **Multi-step Planning** | Not enough data | 6.7 (6 reviews) | 
| **Cross-system Integration** | Not enough data | 6.4 (6 reviews) | 
| **Adaptive Learning** | Not enough data | 6.7 (6 reviews) | 
| **Natural Language Interaction** | Not enough data | 6.1 (6 reviews) | 
| **Proactive Assistance** | Not enough data | 6.7 (6 reviews) | 
| **Decision Making** | Not enough data | 7.5 (6 reviews) | 

### Text Analysis

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **SAS Viya** | 7.9/10 | 21 |

#### Setup

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Integration** | Not enough data | 7.7 (19 reviews) | 
| **Maintenance** | Not enough data | 7.5 (19 reviews) | 
| **No-Code** | Not enough data | 8.0 (19 reviews) | 

#### Data

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Security** | Not enough data | 8.3 (20 reviews) | 
| **Data Visualization** | Not enough data | 8.6 (19 reviews) | 

#### Analysis

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Automation** | Not enough data | 8.4 (19 reviews) | 
| **Named entity recognition** | Not enough data | 7.9 (19 reviews) | 
| **Keyphrase Extraction** | Not enough data | 7.9 (18 reviews) | 
| **Topic Analysis** | Not enough data | 8.0 (19 reviews) | 
| **Sentiment Analysis** | Not enough data | 7.9 (18 reviews) | 
| **Language Identification** | Not enough data | 7.4 (18 reviews) | 
| **Syntax/Part of Speech Parsing** | Not enough data | 7.8 (18 reviews) | 

#### Customization

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Pre-Built Parameterization** | Not enough data | 7.6 (18 reviews) | 
| **Custom Extension** | Not enough data | 7.5 (19 reviews) | 
| **Compositionality** | Not enough data | 8.1 (19 reviews) | 

#### Generative AI

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **AI Text Generation** | Not enough data | Feature Not Available | 
| **AI Text Summarization** | Not enough data | Feature Not Available | 

### Machine Learning

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **SAS Viya** | 8.5/10 | 44 |

#### Integration - Machine Learning

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Integration** | Not enough data | 8.3 (37 reviews) | 

#### Learning - Machine Learning

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Training Data** | Not enough data | 8.5 (39 reviews) | 
| **Actionable Insights** | Not enough data | 8.5 (40 reviews) | 
| **Algorithm** | Not enough data | 8.6 (38 reviews) | 

### Accounting & Finance

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **SAS Viya** | N/A | N/A |

#### Agentic AI - Accounting & Finance

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 

### Low-Code Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **SAS Viya** | 8.7/10 | 15 |

#### Data Ingestion & Preparation - Low-Code Machine Learning Platforms

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Automatic Data Profiling & Quality Assessment** | Not enough data | 8.6 (14 reviews) | 
| **Multi‑Source Connector Support** | Not enough data | 8.6 (14 reviews) | 
| **Schema Drift / Change Detection** | Not enough data | 8.9 (14 reviews) | 

#### Model Construction & Automation - Low-Code Machine Learning Platforms

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Guided Algorithm & Hyperparameter Recommendation** | Not enough data | 8.9 (14 reviews) | 
| **Code Extensibility** | Not enough data | 8.7 (14 reviews) | 
| **Automated Feature Engineering** | Not enough data | 8.6 (14 reviews) | 

### Agentic Analytics

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **SAS Viya** | N/A | N/A |

#### Data Connectivity and Prep - Agentic Analytics

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Data Source Connectivity** | Not enough data | Not enough data | 
| **Automated Data Preparation** | Not enough data | Not enough data | 

#### Autonomous Insight Generation - Agentic Analytics

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Continuous Pattern Detection** | Not enough data | Not enough data | 
| **Multi‑Step Reasoning** | Not enough data | Not enough data | 
| **Predictive & Prescriptive Analytics** | Not enough data | Not enough data | 

#### Interaction and Workflow - Agentic Analytics

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Natural Language Query and Conversational Analytics** | Not enough data | Not enough data | 
| **Action Triggering & Workflow Orchestration** | Not enough data | Not enough data | 
| **Explainability & Audit Trails** | Not enough data | Not enough data | 

#### AI Agent Management - Agentic Analytics

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Agent Configuration & Goals** | Not enough data | Not enough data | 
| **Continuous Learning & Feedback** | Not enough data | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 8.3/10 | 87 |
| **SAS Viya** | 8.7/10 | 87 |

#### Statistical Tool

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Scripting** | 8.5 (60 reviews) | 8.6 (74 reviews) | 
| **Data Mining** | 8.6 (60 reviews) | 8.7 (73 reviews) | 
| **Algorithms** | 8.3 (60 reviews) | 8.6 (73 reviews) | 

#### Data Analysis

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Analysis** | 9.1 (67 reviews) | 8.9 (73 reviews) | 
| **Data Interaction** | 9.1 (65 reviews) | 8.8 (73 reviews) | 

#### Decision Making

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Modeling** | 8.6 (63 reviews) | 8.7 (78 reviews) | 
| **Data Visualizations** | 7.4 (66 reviews) | 9.0 (78 reviews) | 
| **Report Generation** | 8.3 (69 reviews) | 8.9 (77 reviews) | 
| **Data Unification** | 9.1 (64 reviews) | 8.6 (75 reviews) | 

#### Generative AI

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **AI Text Generation** | 7.0 (14 reviews) | Feature Not Available | 
| **AI Text Summarization** | 7.2 (15 reviews) | Feature Not Available | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 8.5/10 | 106 |
| **SAS Viya** | N/A | N/A |

#### Data Transformation

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Real-Time Analytics** | 8.4 (67 reviews) ✓ Verified | Not enough data | 
| **Data Querying** | 8.8 (76 reviews) ✓ Verified | Not enough data | 

#### Connectivity

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Hadoop Integration** | 8.4 (49 reviews) ✓ Verified | Not enough data | 
| **Spark Integration** | 8.3 (45 reviews) ✓ Verified | Not enough data | 
| **Multi-Source Analysis** | 9.0 (71 reviews) ✓ Verified | Not enough data | 
| **Data Lake** | Feature Not Available | Not enough data | 

#### Operations

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Data Visualization** | 7.7 (74 reviews) ✓ Verified | Not enough data | 
| **Data Workflow** | 9.2 (87 reviews) ✓ Verified | Not enough data | 
| **Governed Discovery** | 8.4 (60 reviews) ✓ Verified | Not enough data | 
| **Embedded Analytics** | 8.7 (62 reviews) ✓ Verified | Not enough data | 
| **Notebooks** | 8.1 (56 reviews) ✓ Verified | Not enough data | 

### Data Quality

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **SAS Viya** | 8.8/10 | 71 |

#### Functionality

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Identification** | Not enough data | 8.7 (66 reviews) | 
| **Correction** | Not enough data | 8.8 (65 reviews) | 
| **Normalization** | Not enough data | 9.0 (63 reviews) | 
| **Preventative Cleaning** | Not enough data | 8.8 (62 reviews) | 
| **Data Matching** | Not enough data | 8.9 (61 reviews) | 

#### Management

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Reporting** | Not enough data | 9.2 (65 reviews) | 
| **Automation** | Not enough data | 9.0 (60 reviews) | 
| **Quality Audits** | Not enough data | 8.9 (62 reviews) | 
| **Dashboard** | Not enough data | 9.0 (60 reviews) | 
| **Governance** | Not enough data | Feature Not Available | 

#### Generative AI

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **AI Text Generation** | Not enough data | 8.3 (58 reviews) | 
| **AI Text Summarization** | Not enough data | 8.2 (59 reviews) | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 8.3/10 | 234 |
| **SAS Viya** | 7.8/10 | 226 |

#### Building Reports

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Data Transformation** | 9.2 (202 reviews) ✓ Verified | 8.5 (206 reviews) | 
| **Data Modeling** | 8.8 (145 reviews) ✓ Verified | 8.5 (200 reviews) | 
| **WYSIWYG Report Design** | 7.6 (112 reviews) ✓ Verified | 7.8 (196 reviews) | 
| **Integration APIs** | 7.9 (119 reviews) ✓ Verified | 8.0 (199 reviews) | 

#### Platform

| Feature | Alteryx | SAS Viya | 
|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (6):** [Data Preparation Software](https://www.g2.com/categories/data-preparation), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Machine Learning Software](https://www.g2.com/categories/machine-learning), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [ Low-Code Machine Learning Platforms Software](https://www.g2.com/categories/low-code-machine-learning-platforms)

**Unique to Alteryx (7):** [Emerging AI Software](https://www.g2.com/categories/emerging-ai-software), [Location Intelligence Software](https://www.g2.com/categories/location-intelligence), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [ETL Tools](https://www.g2.com/categories/etl-tools), [Natural Language Generation (NLG) Software](https://www.g2.com/categories/natural-language-generation-nlg), [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics), [Agentic Analytics Software](https://www.g2.com/categories/agentic-analytics)

**Unique to SAS Viya (9):** [MLOps Platforms](https://www.g2.com/categories/mlops-platforms), [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools), [Event Stream Processing Software](https://www.g2.com/categories/event-stream-processing), [Text Analysis Software](https://www.g2.com/categories/text-analysis), [Database Management Systems (DBMS)](https://www.g2.com/categories/database-management-systems-dbms), [FP&A Software](https://www.g2.com/categories/fp-a-financial-planning-analysis), [Data Quality Tools](https://www.g2.com/categories/data-quality), [Decision Management Software](https://www.g2.com/categories/decision-management-platforms)


---
## Reviewer Demographics

### By Company Size

| Segment | Alteryx | SAS Viya | 
|---|---|---|
| **Small-Business** | 15.3% | 34.4% | 
| **Mid-Market** | 20.8% | 31.4% | 
| **Enterprise** | 63.9% | 34.2% | 

### By Industry

#### Alteryx

- **Financial Services:** 11.8%
- **Accounting:** 10.7%
- **Information Technology and Services:** 7.6%
- **Banking:** 5.9%
- **Insurance:** 4.3%
- **Computer Software:** 3.7%
- **Management Consulting:** 3.2%
- **Hospital & Health Care:** 3.2%
- **Marketing and Advertising:** 3.1%
- **Retail:** 3.0%
- **Other:** 43.5%

#### SAS Viya

- **Pharmaceuticals:** 12.3%
- **Banking:** 8.9%
- **Computer Software:** 7.9%
- **Higher Education:** 7.9%
- **Financial Services:** 6.1%
- **Information Technology and Services:** 5.4%
- **Hospital & Health Care:** 4.0%
- **Consulting:** 3.7%
- **Education Management:** 3.4%
- **Insurance:** 3.4%
- **Other:** 37.1%

---
## Alternatives

### Alternatives to Alteryx

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3736 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1021 reviews)
- [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (221 reviews)
- [KNIME](https://www.g2.com/products/knime-analytics-platform/reviews) — 4.5/5 stars (93 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (930 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (520 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1335 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (757 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.3/5 stars (624 reviews)

### Alternatives to SAS Viya

- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1335 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (757 reviews)
- [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (659 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (620 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (520 reviews)
- [IBM SPSS Statistics](https://www.g2.com/products/ibm-spss-statistics/reviews) — 4.2/5 stars (928 reviews)
- [Posit Team](https://www.g2.com/products/posit-team/reviews) — 4.5/5 stars (573 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3736 reviews)
- [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1644 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (930 reviews)

---
## Top Discussions

### Alteryx

- Title: [What's the one thing that Alteryx brings to the play which other platforms lack?](https://www.g2.com/discussions/26984-what-s-the-one-thing-that-alteryx-brings-to-the-play-which-other-platforms-lack) — 3 comments
  > **Top comment:** "A very vibrant and helpful community."
- Title: [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) — 1 comment, 1 upvote
  > **Top comment:** "<p>What’s the best way to validate Alteryx’s value during an evaluation period before rollout?</p>"
- Title: [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) — 1 comment, 1 upvote
  > **Top comment:** "<p>How much control do admins have over user access, data permissions, and governance in Alteryx One?</p>"
- Title: [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
  > **Top comment:** "Comment deleted by user."
- Title: [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
  > **Top comment:** "Comment deleted by user."

### SAS Viya

- Title: [What is SAS Visual Data Mining and Machine Learning used for?](https://www.g2.com/discussions/what-is-sas-visual-data-mining-and-machine-learning-used-for) — 2 comments
  > **Top comment:** "SAS Visual Data Mining and Machine Learning is mainly used to analyze large data, find patterns, and build predictive models to support better business..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/alteryx-vs-sas-sas-viya)