# Alteryx, Spotfire Analytics vs SAS Augmented Analytics & Business Intelligence Comparison

| | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Star Rating** | 4.6 out of 5 | 4.2 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 810 | 362 | 70 | 
| **Largest Market Segment** | Enterprise (65.1% of reviews) | Enterprise (51.6% of reviews) | Enterprise (59.7% of reviews) | 
| **Entry Level Price** | $3,000.00 1 User Per Year | Free Trial | No pricing available | 

---
## Top Pros & Cons

### Alteryx

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

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

### Spotfire Analytics

Pros:
- Data Visualization (14 reviews)
- Ease of Use (14 reviews)

Cons:
- Learning Curve (8 reviews)
- Learning Difficulty (6 reviews)

### SAS Augmented Analytics & Business Intelligence

**Not enough data**

---
## Ratings Comparison
| Rating | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
  | **Meets Requirements** | 8.8 (338 reviews) | 8.6 (283 reviews) | 8.7 (64 reviews) | 
  | **Ease of Use** | 8.7 (597 reviews) | 8.1 (284 reviews) | 7.8 (63 reviews) | 
  | **Ease of Setup** | 8.4 (387 reviews) | 7.7 (137 reviews) | 6.8 (29 reviews) | 
  | **Ease of Admin** | 8.3 (85 reviews) | 7.8 (112 reviews) | 7.2 (26 reviews) | 
  | **Quality of Support** | 8.5 (317 reviews) | 7.8 (248 reviews) | 8.4 (60 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.9 (89 reviews) | 8.4 (111 reviews) | 8.6 (27 reviews) | 
  | **Product Direction (% positive)** | 9.2 (323 reviews) | 7.9 (280 reviews) | 7.6 (63 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

### Spotfire Analytics

#### Entry-Level Pricing

Plan: Spotfire Free Trial

Price: Free Trial

Description: Try Spotfire for yourself and visualize your data unlike ever before.
Spotfire is the most complete visual data science solution in the market. Take advantage of this data visualization free trial offer today, and see how easy it is to discover new insights from your data. 

Key Features:
- https://buy.spotfire.com/try/

[Browse all 2 editions](https://www.g2.com/products/spotfire-analytics/pricing)

#### Free Trial

Yes

### SAS Augmented Analytics & Business Intelligence

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 7.9/10 | 358 |
| **Spotfire Analytics** | 8.2/10 | 236 |
| **SAS Augmented Analytics & Business Intelligence** | N/A | N/A |

#### Reports

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Reports Interface** | 7.9 (230 reviews) ✓ Verified | 8.3 (192 reviews) ✓ Verified | 8.5 (48 reviews) ✓ Verified | 
| **Steps to Answer** | 8.5 (164 reviews) | 7.9 (184 reviews) ✓ Verified | 7.8 (46 reviews) ✓ Verified | 
| **Graphs and Charts** | 6.9 (187 reviews) ✓ Verified | 8.8 (209 reviews) ✓ Verified | 8.4 (47 reviews) ✓ Verified | 
| **Score Cards** | 7.8 (118 reviews) | 8.1 (170 reviews) ✓ Verified | 7.8 (30 reviews) | 
| **Dashboards** | 7.1 (161 reviews) ✓ Verified | 8.7 (199 reviews) ✓ Verified | 8.2 (45 reviews) ✓ Verified | 

#### Self Service 

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Calculated Fields** | 8.9 (204 reviews) ✓ Verified | 8.5 (198 reviews) ✓ Verified | 8.6 (49 reviews) ✓ Verified | 
| **Data Column Filtering** | 9.1 (202 reviews) ✓ Verified | 8.6 (204 reviews) ✓ Verified | 8.7 (49 reviews) ✓ Verified | 
| **Data Discovery** | 9.0 (197 reviews) ✓ Verified | 8.3 (186 reviews) ✓ Verified | 8.2 (48 reviews) ✓ Verified | 
| **Search** | 8.3 (186 reviews) ✓ Verified | 7.8 (179 reviews) ✓ Verified | Feature Not Available | 
| **Collaboration / Workflow** | 8.6 (198 reviews) ✓ Verified | 7.8 (168 reviews) ✓ Verified | 7.9 (43 reviews) ✓ Verified | 
| **Automodeling** | 8.0 (151 reviews) ✓ Verified | 7.4 (140 reviews) ✓ Verified | 8.1 (38 reviews) ✓ Verified | 

#### Advanced Analytics

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Predictive Analytics** | 8.2 (170 reviews) ✓ Verified | 8.0 (156 reviews) ✓ Verified | 8.7 (34 reviews) | 
| **Data Visualization** | 7.3 (184 reviews) ✓ Verified | 8.9 (203 reviews) ✓ Verified | 8.8 (47 reviews) ✓ Verified | 
| **Big Data Services** | 8.4 (188 reviews) ✓ Verified | 8.1 (156 reviews) ✓ Verified | 8.7 (34 reviews) ✓ Verified | 

#### Building Reports

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Data Transformation** | 9.2 (180 reviews) ✓ Verified | 8.5 (113 reviews) ✓ Verified | 8.4 (26 reviews) ✓ Verified | 
| **Data Modeling** | 8.8 (140 reviews) ✓ Verified | 8.2 (105 reviews) ✓ Verified | 8.5 (26 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 7.5 (109 reviews) ✓ Verified | 8.0 (84 reviews) ✓ Verified | 7.8 (23 reviews) ✓ Verified | 
| **Integration APIs** | 7.8 (116 reviews) ✓ Verified | 8.0 (85 reviews) ✓ Verified | 7.9 (20 reviews) ✓ Verified | 

#### Platform

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

### Data Visualization

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **Spotfire Analytics** | 8.3/10 | 233 |
| **SAS Augmented Analytics & Business Intelligence** | N/A | N/A |

#### Reports

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Reports Interface** | 7.9 (230 reviews) ✓ Verified | 8.3 (192 reviews) ✓ Verified | 8.5 (48 reviews) ✓ Verified | 
| **Steps to Answer** | 8.5 (164 reviews) | 7.9 (184 reviews) ✓ Verified | 7.8 (46 reviews) ✓ Verified | 
| **Graphs and Charts** | 6.9 (187 reviews) ✓ Verified | 8.8 (209 reviews) ✓ Verified | 8.4 (47 reviews) ✓ Verified | 
| **Score Cards** | 7.8 (118 reviews) | 8.1 (170 reviews) ✓ Verified | 7.8 (30 reviews) | 
| **Dashboards** | 7.1 (161 reviews) ✓ Verified | 8.7 (199 reviews) ✓ Verified | 8.2 (45 reviews) ✓ Verified | 

#### Reports

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Reports Interface** | Not enough data | 8.6 (6 reviews) | Not enough data | 
| **Share Reports** | Not enough data | 8.1 (6 reviews) | Not enough data | 
| **Steps to Answer** | Not enough data | 7.8 (6 reviews) | Not enough data | 

#### Generative AI

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 8.3 (6 reviews) | Not enough data | 
| **AI Text Summarization** | Not enough data | 8.1 (6 reviews) | Not enough data | 

#### Visualization

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Graphs and Charts** | Not enough data | 8.1 (6 reviews) | Not enough data | 
| **Score Cards** | Not enough data | 8.3 (6 reviews) | Not enough data | 
| **Dashboards** | Not enough data | 8.3 (6 reviews) | Not enough data | 
| **Formats** | Not enough data | 8.3 (6 reviews) | Not enough data | 

#### Data Updates

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Historical Snapshots** | Not enough data | 8.3 (6 reviews) | Not enough data | 
| **Real-Time Updating** | Not enough data | 8.6 (6 reviews) | Not enough data | 

#### Collaboration

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Sharing** | Not enough data | 8.6 (7 reviews) | Not enough data | 
| **Co-Editing** | Not enough data | 7.3 (5 reviews) | Not enough data | 
| **Devices** | Not enough data | 8.1 (6 reviews) | Not enough data | 

#### Data Updates

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Historical Snapshots** | Not enough data | 8.3 (6 reviews) | Not enough data | 
| **Real-Time Updating** | Not enough data | 8.1 (6 reviews) | Not enough data | 
| **Email Reports** | Not enough data | 8.6 (6 reviews) | Not enough data | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 8.3/10 | 382 |
| **Spotfire Analytics** | 8.2/10 | 236 |
| **SAS Augmented Analytics & Business Intelligence** | 8.5/10 | 55 |

#### Reports

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Reports Interface** | 7.9 (230 reviews) ✓ Verified | 8.3 (192 reviews) ✓ Verified | 8.5 (48 reviews) ✓ Verified | 
| **Steps to Answer** | 8.5 (164 reviews) | 7.9 (184 reviews) ✓ Verified | 7.8 (46 reviews) ✓ Verified | 
| **Graphs and Charts** | 6.9 (187 reviews) ✓ Verified | 8.8 (209 reviews) ✓ Verified | 8.4 (47 reviews) ✓ Verified | 
| **Score Cards** | 7.8 (118 reviews) | 8.1 (170 reviews) ✓ Verified | 7.8 (30 reviews) | 
| **Dashboards** | 7.1 (161 reviews) ✓ Verified | 8.7 (199 reviews) ✓ Verified | 8.2 (45 reviews) ✓ Verified | 

#### Data Preparation

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Connectors** | 8.7 (127 reviews) ✓ Verified | 8.4 (71 reviews) ✓ Verified | 9.2 (12 reviews) ✓ Verified | 
| **Data Governance** | 8.6 (103 reviews) ✓ Verified | 7.8 (65 reviews) ✓ Verified | 8.5 (13 reviews) ✓ Verified | 

#### Data Modeling and Blending

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Data Querying** | 9.0 (118 reviews) ✓ Verified | 8.5 (77 reviews) ✓ Verified | 8.8 (13 reviews) ✓ Verified | 
| **Data Filtering** | 9.1 (117 reviews) ✓ Verified | 8.4 (81 reviews) ✓ Verified | 9.0 (13 reviews) ✓ Verified | 
| **Data Blending** | 9.3 (130 reviews) ✓ Verified | 8.4 (75 reviews) ✓ Verified | 8.9 (12 reviews) ✓ Verified | 

#### Generative AI

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **AI Text Generation** | 7.5 (36 reviews) | 7.4 (31 reviews) | 8.9 (12 reviews) | 
| **AI Text Summarization** | 7.9 (37 reviews) | 7.1 (32 reviews) | 8.6 (11 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Autonomous Task Execution** | 8.2 (14 reviews) | Not enough data | Not enough data | 
| **Multi-step Planning** | 8.2 (12 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | 7.6 (17 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | 8.1 (12 reviews) | Not enough data | Not enough data | 
| **Natural Language Interaction** | 8.1 (12 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | 7.7 (13 reviews) | Not enough data | Not enough data | 
| **Decision Making** | 7.6 (12 reviews) | Not enough data | Not enough data | 

#### Self Service 

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Calculated Fields** | 8.9 (204 reviews) ✓ Verified | 8.5 (198 reviews) ✓ Verified | 8.6 (49 reviews) ✓ Verified | 
| **Data Column Filtering** | 9.1 (202 reviews) ✓ Verified | 8.6 (204 reviews) ✓ Verified | 8.7 (49 reviews) ✓ Verified | 
| **Data Discovery** | 9.0 (197 reviews) ✓ Verified | 8.3 (186 reviews) ✓ Verified | 8.2 (48 reviews) ✓ Verified | 
| **Search** | 8.3 (186 reviews) ✓ Verified | 7.8 (179 reviews) ✓ Verified | Feature Not Available | 
| **Collaboration / Workflow** | 8.6 (198 reviews) ✓ Verified | 7.8 (168 reviews) ✓ Verified | 7.9 (43 reviews) ✓ Verified | 
| **Automodeling** | 8.0 (151 reviews) ✓ Verified | 7.4 (140 reviews) ✓ Verified | 8.1 (38 reviews) ✓ Verified | 

#### Deployment & Integration - Analytics Platforms

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **No-code Dashboard Builder** | 9.1 (30 reviews) | Not enough data | Not enough data | 
| **Report Scheduling and Automation** | 9.1 (30 reviews) | Not enough data | Not enough data | 
| **Embedded Analytics and White-labeling** | 8.3 (11 reviews) | Not enough data | Not enough data | 
| **Data Source Connectivity** | 8.2 (28 reviews) | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Predictive Analytics** | 8.2 (170 reviews) ✓ Verified | 8.0 (156 reviews) ✓ Verified | 8.7 (34 reviews) | 
| **Data Visualization** | 7.3 (184 reviews) ✓ Verified | 8.9 (203 reviews) ✓ Verified | 8.8 (47 reviews) ✓ Verified | 
| **Big Data Services** | 8.4 (188 reviews) ✓ Verified | 8.1 (156 reviews) ✓ Verified | 8.7 (34 reviews) ✓ Verified | 

#### Performance & Scalability - Analytics Platforms

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Large data handling and Query Speed** | 7.7 (45 reviews) | Not enough data | Not enough data | 
| **Concurrent User Support** | 8.5 (11 reviews) | Not enough data | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Data Modeling and Governance** | 8.2 (11 reviews) | Not enough data | Not enough data | 
| **Notebook and Script Integration** | 7.7 (14 reviews) | Not enough data | Not enough data | 
| **Built-in Predictive and Statistical Models** | 8.1 (13 reviews) | Not enough data | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Auto-generated Insights and Narratives** | 8.3 (11 reviews) | Not enough data | Not enough data | 
| **Natural Language Queries** | 7.6 (12 reviews) | Not enough data | Not enough data | 
| **Proactive KPI Monitoring and Alerts** | 8.5 (11 reviews) | Not enough data | Not enough data | 
| **AI Agents for Analytical Follow-ups** | 7.8 (10 reviews) | Not enough data | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | 8.3 (10 reviews) | Not enough data | Not enough data | 
| **Role-based Insight Personalization** | 8.5 (10 reviews) | Not enough data | Not enough data | 
| **Conversational and Prompt-based Analytics** | 8.2 (12 reviews) | Not enough data | Not enough data | 

#### Building Reports

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Data Transformation** | 9.2 (180 reviews) ✓ Verified | 8.5 (113 reviews) ✓ Verified | 8.4 (26 reviews) ✓ Verified | 
| **Data Modeling** | 8.8 (140 reviews) ✓ Verified | 8.2 (105 reviews) ✓ Verified | 8.5 (26 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 7.5 (109 reviews) ✓ Verified | 8.0 (84 reviews) ✓ Verified | 7.8 (23 reviews) ✓ Verified | 
| **Integration APIs** | 7.8 (116 reviews) ✓ Verified | 8.0 (85 reviews) ✓ Verified | 7.9 (20 reviews) ✓ Verified | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **Spotfire Analytics** | 8.1/10 | 236 |
| **SAS Augmented Analytics & Business Intelligence** | N/A | N/A |

#### Reports

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Reports Interface** | 7.9 (230 reviews) ✓ Verified | 8.3 (192 reviews) ✓ Verified | 8.5 (48 reviews) ✓ Verified | 
| **Steps to Answer** | 8.5 (164 reviews) | 7.9 (184 reviews) ✓ Verified | 7.8 (46 reviews) ✓ Verified | 
| **Graphs and Charts** | 6.9 (187 reviews) ✓ Verified | 8.8 (209 reviews) ✓ Verified | 8.4 (47 reviews) ✓ Verified | 
| **Score Cards** | 7.8 (118 reviews) | 8.1 (170 reviews) ✓ Verified | 7.8 (30 reviews) | 
| **Dashboards** | 7.1 (161 reviews) ✓ Verified | 8.7 (199 reviews) ✓ Verified | 8.2 (45 reviews) ✓ Verified | 

#### Self Service 

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Calculated Fields** | 8.9 (204 reviews) ✓ Verified | 8.5 (198 reviews) ✓ Verified | 8.6 (49 reviews) ✓ Verified | 
| **Data Column Filtering** | 9.1 (202 reviews) ✓ Verified | 8.6 (204 reviews) ✓ Verified | 8.7 (49 reviews) ✓ Verified | 
| **Data Discovery** | 9.0 (197 reviews) ✓ Verified | 8.3 (186 reviews) ✓ Verified | 8.2 (48 reviews) ✓ Verified | 
| **Search** | 8.3 (186 reviews) ✓ Verified | 7.8 (179 reviews) ✓ Verified | Feature Not Available | 
| **Collaboration / Workflow** | 8.6 (198 reviews) ✓ Verified | 7.8 (168 reviews) ✓ Verified | 7.9 (43 reviews) ✓ Verified | 
| **Automodeling** | 8.0 (151 reviews) ✓ Verified | 7.4 (140 reviews) ✓ Verified | 8.1 (38 reviews) ✓ Verified | 

#### Building Reports

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Data Transformation** | 9.2 (180 reviews) ✓ Verified | 8.5 (113 reviews) ✓ Verified | 8.4 (26 reviews) ✓ Verified | 
| **Data Modeling** | 8.8 (140 reviews) ✓ Verified | 8.2 (105 reviews) ✓ Verified | 8.5 (26 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 7.5 (109 reviews) ✓ Verified | 8.0 (84 reviews) ✓ Verified | 7.8 (23 reviews) ✓ Verified | 
| **Integration APIs** | 7.8 (116 reviews) ✓ Verified | 8.0 (85 reviews) ✓ Verified | 7.9 (20 reviews) ✓ Verified | 

### Location Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 8.6/10 | 35 |
| **Spotfire Analytics** | N/A | N/A |
| **SAS Augmented Analytics & Business Intelligence** | N/A | N/A |

#### Cartography

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Map Design** | 8.1 (26 reviews) | Not enough data | Not enough data | 
| **Vector Mapping ** | 7.9 (22 reviews) | Not enough data | Not enough data | 
| **Data Visualization** | 7.6 (26 reviews) | Not enough data | Not enough data | 
| **Overlaying** | 7.8 (24 reviews) | Not enough data | Not enough data | 

#### Analysis

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Predictive Analysis** | 8.8 (24 reviews) | Not enough data | Not enough data | 
| **Distance Analysis ** | 9.3 (25 reviews) | Not enough data | Not enough data | 
| **Spatial Analysis** | 9.3 (26 reviews) | Not enough data | Not enough data | 
| **Data Stream** | 9.2 (25 reviews) | Not enough data | Not enough data | 

#### Reporting

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Data Transformation** | 9.3 (26 reviews) | Not enough data | Not enough data | 
| **WYSIWYG Design** | 8.2 (19 reviews) | Not enough data | Not enough data | 
| **API Integrations** | 9.1 (23 reviews) | Not enough data | Not enough data | 

### Data Preparation

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 8.6/10 | 240 |
| **Spotfire Analytics** | N/A | N/A |
| **SAS Augmented Analytics & Business Intelligence** | N/A | N/A |

#### Data Source Access

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Breadth of Data Sources** | 8.9 (164 reviews) | Not enough data | Not enough data | 
| **Ease of Data Connectivity** | 8.7 (178 reviews) | Not enough data | Not enough data | 
| **API Connectivity** | 8.1 (133 reviews) | Not enough data | Not enough data | 

#### Data Interaction

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Profiling and Classification** | 8.5 (136 reviews) | Not enough data | Not enough data | 
| **Metadata Management** | 8.4 (133 reviews) | Not enough data | Not enough data | 
| **Data Modeling** | 8.7 (150 reviews) | Not enough data | Not enough data | 
| **Data Joining** | 9.1 (169 reviews) | Not enough data | Not enough data | 
| **Data Blending** | 9.3 (172 reviews) | Not enough data | Not enough data | 
| **Data Quality and Cleansing** | 9.2 (177 reviews) | Not enough data | Not enough data | 
| **Data Sharing** | 8.7 (153 reviews) | Not enough data | Not enough data | 
| **Data Governance** | 8.5 (137 reviews) | Not enough data | Not enough data | 

#### Data Exporting

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Breadth of Integrations** | 8.9 (158 reviews) | Not enough data | Not enough data | 
| **Ease of Integrations** | 8.8 (163 reviews) | Not enough data | Not enough data | 
| **Data Workflows** | 9.2 (193 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **AI Text Generation** | 6.6 (29 reviews) | Not enough data | Not enough data | 

### Data Virtualization

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |
| **SAS Augmented Analytics & Business Intelligence** | N/A | N/A |

#### Administration

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Database Management** | Not enough data | Not enough data | Not enough data | 
| **Access Control** | Not enough data | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | Not enough data | 

#### Federation

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Architecture** | Not enough data | Not enough data | Not enough data | 
| **Provisioning** | Not enough data | Not enough data | Not enough data | 
| **Orchestration** | Not enough data | Not enough data | Not enough data | 
| **API / Integrations** | Not enough data | Not enough data | Not enough data | 

#### Transformation

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Data Visualization** | Not enough data | Not enough data | Not enough data | 
| **Application Performance** | Not enough data | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | 

### Statistical Analysis

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |
| **SAS Augmented Analytics & Business Intelligence** | N/A | N/A |

#### Administration

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Quality Control** | Not enough data | Not enough data | Not enough data | 
| **Data Sampling** | Not enough data | Not enough data | Not enough data | 
| **Collaboration** | Not enough data | Not enough data | Not enough data | 

#### Capabilities

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Data Visualization** | Not enough data | Not enough data | Not enough data | 
| **Survival Analysis** | Not enough data | Not enough data | Not enough data | 
| **Risk Data Attributes** | Not enough data | Not enough data | Not enough data | 
| **Cost Analysis** | Not enough data | Not enough data | Not enough data | 

#### Methodology

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **ANOVA Support** | Not enough data | Not enough data | Not enough data | 
| **Regression** | Not enough data | Not enough data | Not enough data | 
| **Time Series Analysis** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 9.8/10 | 25 |
| **Spotfire Analytics** | N/A | N/A |
| **SAS Augmented Analytics & Business Intelligence** | N/A | N/A |

#### Management

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Reporting** | Not enough data | Not enough data | Not enough data | 
| **Auditing** | Not enough data | Not enough data | Not enough data | 

#### Functionality

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Extraction** | Not enough data | Not enough data | Not enough data | 
| **Transformation** | 10.0 (11 reviews) | Not enough data | Not enough data | 
| **Loading** | Not enough data | Not enough data | Not enough data | 
| **Automation** | 9.6 (13 reviews) | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 7.9/10 | 66 |
| **Spotfire Analytics** | N/A | N/A |
| **SAS Augmented Analytics & Business Intelligence** | N/A | N/A |

#### System

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Data Ingestion & Wrangling** | 9.1 (52 reviews) | Not enough data | Not enough data | 

#### Model Development

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Language Support** | 7.9 (42 reviews) | Not enough data | Not enough data | 
| **Drag and Drop** | 8.9 (53 reviews) | Not enough data | Not enough data | 
| **Pre-Built Algorithms** | 8.0 (47 reviews) | Not enough data | Not enough data | 
| **Model Training** | 8.1 (45 reviews) | Feature Not Available | Not enough data | 

#### Model Development

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Feature Engineering** | 8.4 (49 reviews) | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Computer Vision** | 7.9 (36 reviews) | Not enough data | Not enough data | 
| **Natural Language Processing** | 7.9 (34 reviews) | Not enough data | Not enough data | 
| **Natural Language Generation** | 8.0 (32 reviews) | Not enough data | Not enough data | 
| **Artificial Neural Networks** | 7.9 (32 reviews) | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Natural Language Understanding** | 7.9 (34 reviews) | Not enough data | Not enough data | 
| **Deep Learning** | 7.8 (31 reviews) | Not enough data | Not enough data | 

#### Deployment

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Managed Service** | Feature Not Available | Not enough data | Not enough data | 
| **Application** | 8.4 (43 reviews) | Not enough data | Not enough data | 
| **Scalability** | 8.5 (45 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **AI Text Generation** | 6.8 (10 reviews) | Not enough data | Not enough data | 
| **AI Text Summarization** | 6.3 (9 reviews) | Not enough data | Not enough data | 
| **AI Text-to-Image** | 7.2 (10 reviews) | Not enough data | Not enough data | 

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

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Natural Language Generation (NLG)

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |
| **SAS Augmented Analytics & Business Intelligence** | N/A | N/A |

#### Data Ingestion

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Big Data Processing** | Not enough data | Not enough data | Not enough data | 
| **Unstructed Data Processing** | Not enough data | Not enough data | Not enough data | 
| **Processing of Various File Types** | Not enough data | Not enough data | Not enough data | 

#### Presentation

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Report Creation** | Not enough data | Not enough data | Not enough data | 
| **Charts and Graphs** | Not enough data | Not enough data | Not enough data | 
| **Tailored Content** | Not enough data | Not enough data | Not enough data | 

#### System

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Programming Language Support** | Not enough data | Not enough data | Not enough data | 
| **Drag and Drop** | Not enough data | Not enough data | Not enough data | 
| **Pre-Built Algorithms** | Not enough data | Not enough data | Not enough data | 
| **Customizable Models** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 

### Machine Learning

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |
| **SAS Augmented Analytics & Business Intelligence** | N/A | N/A |

#### Integration - Machine Learning

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Integration** | Not enough data | Not enough data | Not enough data | 

#### Learning - Machine Learning

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Training Data** | Not enough data | Not enough data | Not enough data | 
| **Actionable Insights** | Not enough data | Not enough data | Not enough data | 
| **Algorithm** | Not enough data | Not enough data | Not enough data | 

### AWS Marketplace

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |
| **SAS Augmented Analytics & Business Intelligence** | N/A | N/A |

#### Agentic AI - AWS Marketplace

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 

### Low-Code Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |
| **SAS Augmented Analytics & Business Intelligence** | N/A | N/A |

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

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Automatic Data Profiling & Quality Assessment** | Not enough data | Not enough data | Not enough data | 
| **Multi‑Source Connector Support** | Not enough data | Not enough data | Not enough data | 
| **Schema Drift / Change Detection** | Not enough data | Not enough data | Not enough data | 

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

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Guided Algorithm & Hyperparameter Recommendation** | Not enough data | Not enough data | Not enough data | 
| **Code Extensibility** | Not enough data | Not enough data | Not enough data | 
| **Automated Feature Engineering** | Not enough data | Not enough data | Not enough data | 

### Agentic Analytics

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |
| **SAS Augmented Analytics & Business Intelligence** | N/A | N/A |

#### Data Connectivity and Prep - Agentic Analytics

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Data Source Connectivity** | Not enough data | Not enough data | Not enough data | 
| **Automated Data Preparation** | Not enough data | Not enough data | Not enough data | 

#### Autonomous Insight Generation - Agentic Analytics

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

#### Interaction and Workflow - Agentic Analytics

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

#### AI Agent Management - Agentic Analytics

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Agent Configuration & Goals** | Not enough data | Not enough data | Not enough data | 
| **Continuous Learning & Feedback** | Not enough data | Not enough data | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 8.3/10 | 87 |
| **Spotfire Analytics** | 8.5/10 | 13 |
| **SAS Augmented Analytics & Business Intelligence** | N/A | N/A |

#### Statistical Tool

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Scripting** | 8.5 (60 reviews) | 6.9 (6 reviews) | Not enough data | 
| **Data Mining** | 8.6 (60 reviews) | 8.6 (7 reviews) | Not enough data | 
| **Algorithms** | 8.3 (60 reviews) | Not enough data | Not enough data | 

#### Data Analysis

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Analysis** | 9.1 (67 reviews) | 8.9 (9 reviews) | Not enough data | 
| **Data Interaction** | 9.1 (65 reviews) | 8.9 (9 reviews) | Not enough data | 

#### Decision Making

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Modeling** | 8.6 (63 reviews) | 8.3 (8 reviews) | Not enough data | 
| **Data Visualizations** | 7.4 (66 reviews) | 9.0 (8 reviews) | Not enough data | 
| **Report Generation** | 8.3 (69 reviews) | 9.5 (10 reviews) | Not enough data | 
| **Data Unification** | 9.1 (64 reviews) | 7.9 (8 reviews) | Not enough data | 

#### Generative AI

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **AI Text Generation** | 7.0 (14 reviews) | Not enough data | Not enough data | 
| **AI Text Summarization** | 7.2 (15 reviews) | Not enough data | Not enough data | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 8.5/10 | 105 |
| **Spotfire Analytics** | N/A | N/A |
| **SAS Augmented Analytics & Business Intelligence** | N/A | N/A |

#### Data Transformation

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Real-Time Analytics** | 8.4 (67 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Querying** | 8.8 (76 reviews) ✓ Verified | Not enough data | Not enough data | 

#### Connectivity

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

#### Operations

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Data Visualization** | 7.7 (74 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Workflow** | 9.2 (86 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Governed Discovery** | 8.4 (60 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Embedded Analytics** | 8.7 (62 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Notebooks** | 8.1 (56 reviews) ✓ Verified | Not enough data | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 8.3/10 | 209 |
| **Spotfire Analytics** | N/A | N/A |
| **SAS Augmented Analytics & Business Intelligence** | N/A | N/A |

#### Building Reports

| Feature | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Data Transformation** | 9.2 (180 reviews) ✓ Verified | 8.5 (113 reviews) ✓ Verified | 8.4 (26 reviews) ✓ Verified | 
| **Data Modeling** | 8.8 (140 reviews) ✓ Verified | 8.2 (105 reviews) ✓ Verified | 8.5 (26 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 7.5 (109 reviews) ✓ Verified | 8.0 (84 reviews) ✓ Verified | 7.8 (23 reviews) ✓ Verified | 
| **Integration APIs** | 7.8 (116 reviews) ✓ Verified | 8.0 (85 reviews) ✓ Verified | 7.9 (20 reviews) ✓ Verified | 

#### Platform

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

---
## Categories
**Shared Categories (1):** [Analytics Platforms](https://www.g2.com/categories/analytics-platforms)

**Unique to Alteryx (12):** [Emerging AI Software](https://www.g2.com/categories/emerging-ai-software), [Data Preparation Software](https://www.g2.com/categories/data-preparation), [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), [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), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Agentic Analytics Software](https://www.g2.com/categories/agentic-analytics), [ Low-Code Machine Learning Platforms Software](https://www.g2.com/categories/low-code-machine-learning-platforms)

**Unique to Spotfire Analytics (9):** [Stream Analytics Software](https://www.g2.com/categories/stream-analytics), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools), [Data Virtualization Software](https://www.g2.com/categories/data-virtualization), [Machine Learning Software](https://www.g2.com/categories/machine-learning), [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis), [AWS Marketplace Software](https://www.g2.com/categories/aws-marketplace)



---
## Reviewer Demographics

### By Company Size

| Segment | Alteryx | Spotfire Analytics | SAS Augmented Analytics & Business Intelligence | 
|---|---|---|---|
| **Small-Business** | 14.2% | 23.0% | 16.4% | 
| **Mid-Market** | 20.7% | 25.5% | 23.9% | 
| **Enterprise** | 65.1% | 51.6% | 59.7% | 

### By Industry

#### Alteryx

- **Financial Services:** 12.4%
- **Accounting:** 10.5%
- **Information Technology and Services:** 6.8%
- **Banking:** 5.8%
- **Insurance:** 4.5%
- **Hospital & Health Care:** 3.5%
- **Computer Software:** 3.4%
- **Marketing and Advertising:** 3.3%
- **Management Consulting:** 3.3%
- **Retail:** 2.9%
- **Other:** 43.6%

#### Spotfire Analytics

- **Oil & Energy:** 21.4%
- **Information Technology and Services:** 10.1%
- **Pharmaceuticals:** 5.2%
- **Education Management:** 4.6%
- **Financial Services:** 4.3%
- **Biotechnology:** 3.1%
- **Computer Software:** 3.1%
- **Semiconductors:** 2.4%
- **Research:** 2.4%
- **Accounting:** 2.1%
- **Other:** 41.3%

#### SAS Augmented Analytics & Business Intelligence

- **Information Technology and Services:** 14.9%
- **Banking:** 11.9%
- **Financial Services:** 11.9%
- **Insurance:** 6.0%
- **Retail:** 4.5%
- **Pharmaceuticals:** 4.5%
- **Government Administration:** 4.5%
- **Higher Education:** 4.5%
- **Hospital & Health Care:** 4.5%
- **Accounting:** 3.0%
- **Other:** 29.9%

---
## Alternatives

### Alternatives to Alteryx

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3653 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (198 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (783 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (754 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.2/5 stars (600 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)
- [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) — 4.1/5 stars (461 reviews)

### Alternatives to Spotfire Analytics

- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1643 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1062 reviews)
- [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) — 4.1/5 stars (461 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.2/5 stars (600 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3653 reviews)
- [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews) — 4.2/5 stars (600 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [JMP](https://www.g2.com/products/jmp/reviews) — 4.5/5 stars (213 reviews)
- [Oracle Analytics Cloud](https://www.g2.com/products/oracle-analytics-cloud/reviews) — 4.1/5 stars (333 reviews)

### Alternatives to SAS Augmented Analytics & Business Intelligence

- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1643 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1062 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews) — 4.2/5 stars (600 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.2/5 stars (600 reviews)
- [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) — 4.1/5 stars (461 reviews)
- [Oracle Analytics Cloud](https://www.g2.com/products/oracle-analytics-cloud/reviews) — 4.1/5 stars (333 reviews)
- [SAP BusinessObjects Business Intelligence (BI)](https://www.g2.com/products/sap-businessobjects-business-intelligence-bi/reviews) — 3.8/5 stars (254 reviews)
- [Pentaho](https://www.g2.com/products/pentaho/reviews) — 4.1/5 stars (50 reviews)
- [Infor Birst](https://www.g2.com/products/infor-birst/reviews) — 4.0/5 stars (100 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."

### Spotfire Analytics

- Title: [Is Tibco Spotfire free?](https://www.g2.com/discussions/is-tibco-spotfire-free) — 2 comments
  > **Top comment:** "No"
- Title: [What is TIBCO Spotfire used for?](https://www.g2.com/discussions/what-is-tibco-spotfire-used-for) — 1 comment *(includes official response)*
  > **Top comment:** "Spotfire is a visual data science platform with powerful self-service analytics and data visualization capabilities that empowers decision-makers to analyze..."
- Title: [What is most like Tibco Spotfire?](https://www.g2.com/discussions/what-is-most-like-tibco-spotfire) — 1 comment
  > **Top comment:** "TIBCO Spotfire provides excellent visualization and reporting capability as a BI tool. It enables connections to various data sources and advanced..."
- Title: [What's New In Tibco Spotfire?](https://www.g2.com/discussions/what-s-new-in-tibco-spotfire) — 1 comment *(includes official response)*
  > **Top comment:** "If you want to see the latest in Spotfire, you can check out our "What's New" page on the Spotfire community:..."

### SAS Augmented Analytics & Business Intelligence

- Title: [What is SAS Business Intelligence?](https://www.g2.com/discussions/what-is-sas-business-intelligence) — 2 comments
  > **Top comment:** "SAS Business Intelligence (BI) is a suite of software tools and applications provided by SAS Institute, a leading analytics software and services company...."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/alteryx-vs-spotfire-analytics-vs-sas-augmented-analytics-business-intelligence)