# IBM SPSS Statistics, SAS Visual Statistics vs Spotfire Analytics Comparison

| | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Star Rating** | 4.2 out of 5 | 4.4 out of 5 | 4.2 out of 5 | 
| **Total Reviews** | 928 | 25 | 362 | 
| **Largest Market Segment** | Enterprise (43.0% of reviews) | Enterprise (54.2% of reviews) | Enterprise (51.6% of reviews) | 
| **Entry Level Price** | Starting at $1,188.00 1 User Per Year | No pricing available | Free Trial | 

---
## Top Pros & Cons

### IBM SPSS Statistics

Pros:
- Ease of Use (25 reviews)
- Statistical Analysis (17 reviews)

Cons:
- Expensive (13 reviews)
- Learning Curve (9 reviews)

### SAS Visual Statistics

Pros:
- Ease of Use (3 reviews)
- Analytics (2 reviews)

Cons:
- Expensive (3 reviews)
- Learning Difficulty (2 reviews)

### Spotfire Analytics

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

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

---
## Ratings Comparison
| Rating | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
  | **Meets Requirements** | 8.5 (787 reviews) | 8.7 (21 reviews) | 8.6 (283 reviews) | 
  | **Ease of Use** | 7.9 (791 reviews) | 8.5 (21 reviews) | 8.1 (284 reviews) | 
  | **Ease of Setup** | 7.9 (179 reviews) | 8.0 (9 reviews) | 7.7 (137 reviews) | 
  | **Ease of Admin** | 7.6 (134 reviews) | 7.9 (8 reviews) | 7.8 (112 reviews) | 
  | **Quality of Support** | 7.6 (596 reviews) | 8.8 (20 reviews) | 7.8 (248 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.0 (129 reviews) | 8.1 (8 reviews) | 8.4 (111 reviews) | 
  | **Product Direction (% positive)** | 6.5 (763 reviews) | 10.0 (17 reviews) | 7.9 (280 reviews) | 

---
## Pricing

### IBM SPSS Statistics

#### Entry-Level Pricing

Plan: Base Subscription: Yearly auto-renewal - Buy online

Price: Starting at $1,188.00 1 User Per Year

Description: Take advantage of lower costs with flexible models and benefit from continuous functionality through automatic renewal.

Key Features:
- Desktop edition available on Windows and Mac
- A variety of statistical procedures such as factor analysis, clustering and linear regression
- Advanced data preparation and bootstrapping capabilities

[Browse all 4 editions](https://www.g2.com/products/ibm-spss-statistics/pricing)

#### Free Trial

Yes

### SAS Visual Statistics

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### 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

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **IBM SPSS Statistics** | N/A | N/A |
| **SAS Visual Statistics** | N/A | N/A |
| **Spotfire Analytics** | 8.2/10 | 236 |

#### Reports

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Reports Interface** | Not enough data | Not enough data | 8.3 (192 reviews) ✓ Verified | 
| **Steps to Answer** | Not enough data | Not enough data | 7.9 (184 reviews) ✓ Verified | 
| **Graphs and Charts** | Not enough data | Not enough data | 8.8 (209 reviews) ✓ Verified | 
| **Score Cards** | Not enough data | Not enough data | 8.1 (170 reviews) ✓ Verified | 
| **Dashboards** | Not enough data | Not enough data | 8.7 (199 reviews) ✓ Verified | 

#### Self Service 

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Calculated Fields** | Not enough data | Not enough data | 8.5 (198 reviews) ✓ Verified | 
| **Data Column Filtering** | Not enough data | Not enough data | 8.6 (204 reviews) ✓ Verified | 
| **Data Discovery** | Not enough data | Not enough data | 8.3 (186 reviews) ✓ Verified | 
| **Search** | Not enough data | Not enough data | 7.8 (179 reviews) ✓ Verified | 
| **Collaboration / Workflow** | Not enough data | Not enough data | 7.8 (168 reviews) ✓ Verified | 
| **Automodeling** | Not enough data | Not enough data | 7.4 (140 reviews) ✓ Verified | 

#### Advanced Analytics

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Predictive Analytics** | Not enough data | Not enough data | 8.0 (156 reviews) ✓ Verified | 
| **Data Visualization** | Not enough data | Not enough data | 8.9 (203 reviews) ✓ Verified | 
| **Big Data Services** | Not enough data | Not enough data | 8.1 (156 reviews) ✓ Verified | 

#### Building Reports

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | 8.5 (113 reviews) ✓ Verified | 
| **Data Modeling** | Not enough data | Not enough data | 8.2 (105 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | 8.0 (84 reviews) ✓ Verified | 
| **Integration APIs** | Not enough data | Not enough data | 8.0 (85 reviews) ✓ Verified | 

#### Platform

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **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 |
|---|---|---|
| **IBM SPSS Statistics** | N/A | N/A |
| **SAS Visual Statistics** | N/A | N/A |
| **Spotfire Analytics** | 8.3/10 | 233 |

#### Reports

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Reports Interface** | Not enough data | Not enough data | 8.3 (192 reviews) ✓ Verified | 
| **Steps to Answer** | Not enough data | Not enough data | 7.9 (184 reviews) ✓ Verified | 
| **Graphs and Charts** | Not enough data | Not enough data | 8.8 (209 reviews) ✓ Verified | 
| **Score Cards** | Not enough data | Not enough data | 8.1 (170 reviews) ✓ Verified | 
| **Dashboards** | Not enough data | Not enough data | 8.7 (199 reviews) ✓ Verified | 

#### Reports

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Reports Interface** | Not enough data | Not enough data | 8.6 (6 reviews) | 
| **Share Reports** | Not enough data | Not enough data | 8.1 (6 reviews) | 
| **Steps to Answer** | Not enough data | Not enough data | 7.8 (6 reviews) | 

#### Generative AI

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 8.3 (6 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | 8.1 (6 reviews) | 

#### Visualization

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Graphs and Charts** | Not enough data | Not enough data | 8.1 (6 reviews) | 
| **Score Cards** | Not enough data | Not enough data | 8.3 (6 reviews) | 
| **Dashboards** | Not enough data | Not enough data | 8.3 (6 reviews) | 
| **Formats** | Not enough data | Not enough data | 8.3 (6 reviews) | 

#### Data Updates

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Historical Snapshots** | Not enough data | Not enough data | 8.3 (6 reviews) | 
| **Real-Time Updating** | Not enough data | Not enough data | 8.6 (6 reviews) | 

#### Collaboration

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Sharing** | Not enough data | Not enough data | 8.6 (7 reviews) | 
| **Co-Editing** | Not enough data | Not enough data | 7.3 (5 reviews) | 
| **Devices** | Not enough data | Not enough data | 8.1 (6 reviews) | 

#### Data Updates

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Historical Snapshots** | Not enough data | Not enough data | 8.3 (6 reviews) | 
| **Real-Time Updating** | Not enough data | Not enough data | 8.1 (6 reviews) | 
| **Email Reports** | Not enough data | Not enough data | 8.6 (6 reviews) | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **IBM SPSS Statistics** | N/A | N/A |
| **SAS Visual Statistics** | N/A | N/A |
| **Spotfire Analytics** | 8.2/10 | 236 |

#### Reports

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Reports Interface** | Not enough data | Not enough data | 8.3 (192 reviews) ✓ Verified | 
| **Steps to Answer** | Not enough data | Not enough data | 7.9 (184 reviews) ✓ Verified | 
| **Graphs and Charts** | Not enough data | Not enough data | 8.8 (209 reviews) ✓ Verified | 
| **Score Cards** | Not enough data | Not enough data | 8.1 (170 reviews) ✓ Verified | 
| **Dashboards** | Not enough data | Not enough data | 8.7 (199 reviews) ✓ Verified | 

#### Data Preparation

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Connectors** | Not enough data | Not enough data | 8.4 (71 reviews) ✓ Verified | 
| **Data Governance** | Not enough data | Not enough data | 7.8 (65 reviews) ✓ Verified | 

#### Data Modeling and Blending

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Data Querying** | Not enough data | Not enough data | 8.5 (77 reviews) ✓ Verified | 
| **Data Filtering** | Not enough data | Not enough data | 8.4 (81 reviews) ✓ Verified | 
| **Data Blending** | Not enough data | Not enough data | 8.4 (75 reviews) ✓ Verified | 

#### Generative AI

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 7.4 (31 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | 7.1 (32 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **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 | 

#### Self Service 

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Calculated Fields** | Not enough data | Not enough data | 8.5 (198 reviews) ✓ Verified | 
| **Data Column Filtering** | Not enough data | Not enough data | 8.6 (204 reviews) ✓ Verified | 
| **Data Discovery** | Not enough data | Not enough data | 8.3 (186 reviews) ✓ Verified | 
| **Search** | Not enough data | Not enough data | 7.8 (179 reviews) ✓ Verified | 
| **Collaboration / Workflow** | Not enough data | Not enough data | 7.8 (168 reviews) ✓ Verified | 
| **Automodeling** | Not enough data | Not enough data | 7.4 (140 reviews) ✓ Verified | 

#### Deployment & Integration - Analytics Platforms

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **No-code Dashboard Builder** | Not enough data | Not enough data | Not enough data | 
| **Report Scheduling and Automation** | Not enough data | Not enough data | Not enough data | 
| **Embedded Analytics and White-labeling** | Not enough data | Not enough data | Not enough data | 
| **Data Source Connectivity** | Not enough data | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Predictive Analytics** | Not enough data | Not enough data | 8.0 (156 reviews) ✓ Verified | 
| **Data Visualization** | Not enough data | Not enough data | 8.9 (203 reviews) ✓ Verified | 
| **Big Data Services** | Not enough data | Not enough data | 8.1 (156 reviews) ✓ Verified | 

#### Performance & Scalability - Analytics Platforms

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Large data handling and Query Speed** | Not enough data | Not enough data | Not enough data | 
| **Concurrent User Support** | Not enough data | Not enough data | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Data Modeling and Governance** | Not enough data | Not enough data | Not enough data | 
| **Notebook and Script Integration** | Not enough data | Not enough data | Not enough data | 
| **Built-in Predictive and Statistical Models** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Auto-generated Insights and Narratives** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Queries** | Not enough data | Not enough data | Not enough data | 
| **Proactive KPI Monitoring and Alerts** | Not enough data | Not enough data | Not enough data | 
| **AI Agents for Analytical Follow-ups** | Not enough data | Not enough data | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Not enough data | Not enough data | Not enough data | 
| **Role-based Insight Personalization** | Not enough data | Not enough data | Not enough data | 
| **Conversational and Prompt-based Analytics** | Not enough data | Not enough data | Not enough data | 

#### Building Reports

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | 8.5 (113 reviews) ✓ Verified | 
| **Data Modeling** | Not enough data | Not enough data | 8.2 (105 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | 8.0 (84 reviews) ✓ Verified | 
| **Integration APIs** | Not enough data | Not enough data | 8.0 (85 reviews) ✓ Verified | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **IBM SPSS Statistics** | N/A | N/A |
| **SAS Visual Statistics** | N/A | N/A |
| **Spotfire Analytics** | 8.1/10 | 236 |

#### Reports

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Reports Interface** | Not enough data | Not enough data | 8.3 (192 reviews) ✓ Verified | 
| **Steps to Answer** | Not enough data | Not enough data | 7.9 (184 reviews) ✓ Verified | 
| **Graphs and Charts** | Not enough data | Not enough data | 8.8 (209 reviews) ✓ Verified | 
| **Score Cards** | Not enough data | Not enough data | 8.1 (170 reviews) ✓ Verified | 
| **Dashboards** | Not enough data | Not enough data | 8.7 (199 reviews) ✓ Verified | 

#### Self Service 

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Calculated Fields** | Not enough data | Not enough data | 8.5 (198 reviews) ✓ Verified | 
| **Data Column Filtering** | Not enough data | Not enough data | 8.6 (204 reviews) ✓ Verified | 
| **Data Discovery** | Not enough data | Not enough data | 8.3 (186 reviews) ✓ Verified | 
| **Search** | Not enough data | Not enough data | 7.8 (179 reviews) ✓ Verified | 
| **Collaboration / Workflow** | Not enough data | Not enough data | 7.8 (168 reviews) ✓ Verified | 
| **Automodeling** | Not enough data | Not enough data | 7.4 (140 reviews) ✓ Verified | 

#### Building Reports

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | 8.5 (113 reviews) ✓ Verified | 
| **Data Modeling** | Not enough data | Not enough data | 8.2 (105 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | 8.0 (84 reviews) ✓ Verified | 
| **Integration APIs** | Not enough data | Not enough data | 8.0 (85 reviews) ✓ Verified | 

### Data Virtualization

| Product | Score | Reviews |
|---|---|---|
| **IBM SPSS Statistics** | N/A | N/A |
| **SAS Visual Statistics** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |

#### Administration

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **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 | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **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 | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **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 |
|---|---|---|
| **IBM SPSS Statistics** | 8.5/10 | 252 |
| **SAS Visual Statistics** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |

#### Administration

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Quality Control** | 8.5 (191 reviews) | Not enough data | Not enough data | 
| **Data Sampling** | 8.7 (205 reviews) | Not enough data | Not enough data | 
| **Collaboration** | Feature Not Available | Not enough data | Not enough data | 

#### Capabilities

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Data Visualization** | 7.8 (225 reviews) | Not enough data | Not enough data | 
| **Survival Analysis** | 8.4 (186 reviews) | Not enough data | Not enough data | 
| **Risk Data Attributes** | 8.1 (169 reviews) | Not enough data | Not enough data | 
| **Cost Analysis** | 8.2 (166 reviews) | Not enough data | Not enough data | 

#### Methodology

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **ANOVA Support** | 9.0 (205 reviews) | Not enough data | Not enough data | 
| **Regression** | 9.2 (220 reviews) | Not enough data | Not enough data | 
| **Time Series Analysis** | 8.8 (190 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **AI Text Generation** | Feature Not Available | Not enough data | Not enough data | 
| **AI Text Summarization** | Feature Not Available | Not enough data | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **IBM SPSS Statistics** | N/A | N/A |
| **SAS Visual Statistics** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |

#### System

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | Not enough data | Not enough data | 

#### Model Development

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **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 | 
| **Model Training** | Not enough data | Not enough data | Feature Not Available | 

#### Model Development

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Feature Engineering** | Not enough data | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Computer Vision** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Generation** | Not enough data | Not enough data | Not enough data | 
| **Artificial Neural Networks** | Not enough data | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Natural Language Understanding** | Not enough data | Not enough data | Not enough data | 
| **Deep Learning** | Not enough data | Not enough data | Not enough data | 

#### Deployment

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Managed Service** | Not enough data | Not enough data | Not enough data | 
| **Application** | Not enough data | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 
| **AI Text-to-Image** | Not enough data | Not enough data | Not enough data | 

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

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **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 | 

### Machine Learning

| Product | Score | Reviews |
|---|---|---|
| **IBM SPSS Statistics** | N/A | N/A |
| **SAS Visual Statistics** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |

#### Integration - Machine Learning

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Integration** | Not enough data | Not enough data | Not enough data | 

#### Learning - Machine Learning

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **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 |
|---|---|---|
| **IBM SPSS Statistics** | N/A | N/A |
| **SAS Visual Statistics** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |

#### Agentic AI - AWS Marketplace

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **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 | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **IBM SPSS Statistics** | 8.7/10 | 339 |
| **SAS Visual Statistics** | N/A | N/A |
| **Spotfire Analytics** | 8.5/10 | 13 |

#### Statistical Tool

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Scripting** | 7.2 (208 reviews) | Not enough data | 6.9 (6 reviews) | 
| **Data Mining** | Feature Not Available | Not enough data | 8.6 (7 reviews) | 
| **Algorithms** | 7.7 (211 reviews) | Not enough data | Not enough data | 

#### Data Analysis

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Analysis** | 8.9 (323 reviews) | Not enough data | 8.9 (9 reviews) | 
| **Data Interaction** | Feature Not Available | Not enough data | 8.9 (9 reviews) | 

#### Decision Making

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Modeling** | 7.7 (248 reviews) | Not enough data | 8.3 (8 reviews) | 
| **Data Visualizations** | 7.0 (302 reviews) | Not enough data | 9.0 (8 reviews) | 
| **Report Generation** | 7.5 (269 reviews) | Not enough data | 9.5 (10 reviews) | 
| **Data Unification** | Feature Not Available | Not enough data | 7.9 (8 reviews) | 

#### Generative AI

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **AI Text Generation** | 9.7 (5 reviews) | Not enough data | Not enough data | 
| **AI Text Summarization** | 9.7 (5 reviews) | Not enough data | Not enough data | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **IBM SPSS Statistics** | N/A | N/A |
| **SAS Visual Statistics** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |

#### Data Transformation

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Real-Time Analytics** | Not enough data | Not enough data | Not enough data | 
| **Data Querying** | Not enough data | Not enough data | Not enough data | 

#### Connectivity

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Hadoop Integration** | Not enough data | Not enough data | Not enough data | 
| **Spark Integration** | Not enough data | Not enough data | Not enough data | 
| **Multi-Source Analysis** | Not enough data | Not enough data | Not enough data | 
| **Data Lake** | Not enough data | Not enough data | Not enough data | 

#### Operations

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Data Visualization** | Not enough data | Not enough data | Not enough data | 
| **Data Workflow** | Not enough data | Not enough data | Not enough data | 
| **Governed Discovery** | Not enough data | Not enough data | Not enough data | 
| **Embedded Analytics** | Not enough data | Not enough data | Not enough data | 
| **Notebooks** | Not enough data | Not enough data | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **IBM SPSS Statistics** | N/A | N/A |
| **SAS Visual Statistics** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |

#### Building Reports

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | 8.5 (113 reviews) ✓ Verified | 
| **Data Modeling** | Not enough data | Not enough data | 8.2 (105 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | 8.0 (84 reviews) ✓ Verified | 
| **Integration APIs** | Not enough data | Not enough data | 8.0 (85 reviews) ✓ Verified | 

#### Platform

| Feature | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **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 (2):** [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics)


**Unique to SAS Visual Statistics (1):** [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics)

**Unique to Spotfire Analytics (8):** [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), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [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), [AWS Marketplace Software](https://www.g2.com/categories/aws-marketplace)


---
## Reviewer Demographics

### By Company Size

| Segment | IBM SPSS Statistics | SAS Visual Statistics | Spotfire Analytics | 
|---|---|---|---|
| **Small-Business** | 27.5% | 33.3% | 23.0% | 
| **Mid-Market** | 29.5% | 12.5% | 25.5% | 
| **Enterprise** | 43.0% | 54.2% | 51.6% | 

### By Industry

#### IBM SPSS Statistics

- **Higher Education:** 26.4%
- **Research:** 16.4%
- **Education Management:** 7.6%
- **Market Research:** 7.5%
- **Hospital & Health Care:** 6.6%
- **Information Technology and Services:** 4.1%
- **Computer Software:** 1.8%
- **Health, Wellness and Fitness:** 1.6%
- **Banking:** 1.6%
- **Non-Profit Organization Management:** 1.4%
- **Other:** 25.2%

#### SAS Visual Statistics

- **Banking:** 16.7%
- **Information Technology and Services:** 12.5%
- **Pharmaceuticals:** 8.3%
- **Insurance:** 8.3%
- **Hospital & Health Care:** 8.3%
- **Computer Software:** 8.3%
- **Retail:** 4.2%
- **Research:** 4.2%
- **Online Media:** 4.2%
- **Medical Practice:** 4.2%
- **Other:** 20.8%

#### 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%

---
## Alternatives

### Alternatives to IBM SPSS Statistics

- [Minitab Statistical Software](https://www.g2.com/products/minitab-statistical-software/reviews) — 4.6/5 stars (225 reviews)
- [JMP](https://www.g2.com/products/jmp/reviews) — 4.5/5 stars (213 reviews)
- [KNIME](https://www.g2.com/products/knime-analytics-platform/reviews) — 4.4/5 stars (84 reviews)
- [Qualtrics Strategy & Research](https://www.g2.com/products/qualtrics-strategy-research/reviews) — 4.4/5 stars (3017 reviews)
- [Posit Team](https://www.g2.com/products/posit-team/reviews) — 4.5/5 stars (570 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (520 reviews)
- [Stata](https://www.g2.com/products/stata/reviews) — 4.3/5 stars (166 reviews)
- [OriginPro](https://www.g2.com/products/originpro/reviews) — 4.7/5 stars (142 reviews)
- [eviews](https://www.g2.com/products/eviews/reviews) — 4.2/5 stars (124 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (817 reviews)

### Alternatives to SAS Visual Statistics

- [Posit Team](https://www.g2.com/products/posit-team/reviews) — 4.5/5 stars (570 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1225 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (817 reviews)
- [Clari](https://www.g2.com/products/clari/reviews) — 4.6/5 stars (5605 reviews)
- [Salesloft](https://www.g2.com/products/salesloft/reviews) — 4.5/5 stars (4287 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3656 reviews)
- [Qualtrics Strategy & Research](https://www.g2.com/products/qualtrics-strategy-research/reviews) — 4.4/5 stars (3017 reviews)
- [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) — 4.4/5 stars (1970 reviews)
- [Adobe Analytics](https://www.g2.com/products/adobe-analytics/reviews) — 4.2/5 stars (1218 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (929 reviews)

### Alternatives to Spotfire Analytics

- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (817 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1644 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1063 reviews)
- [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) — 4.1/5 stars (494 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.3/5 stars (610 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3656 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 (929 reviews)
- [JMP](https://www.g2.com/products/jmp/reviews) — 4.5/5 stars (213 reviews)

---
## Top Discussions

### IBM SPSS Statistics

- Title: [Classes?](https://www.g2.com/discussions/16200-classes) — 4 comments, 1 upvote
  > **Top comment:** "Dear Diego. That is right. SPSS is a complex software. Firstly, I recoomend you think about what do you need to do with it. For example, it is very differnt..."
- Title: [What statistical analysis is included in SPSS?](https://www.g2.com/discussions/what-statistical-analysis-is-included-in-spss) — 2 comments
  > **Top comment:** "All kinds of statistical techniques are included in the SPSS. Like descriptive statistic, linear and logistic models, tree based models, etc"
- Title: [SPSS Help Menu](https://www.g2.com/discussions/spss-help-menu) — 2 comments, 2 upvotes
  > **Top comment:** "There should be some case studies to understand SPSS better"
- Title: [Can the developer update the UI?](https://www.g2.com/discussions/41339-can-the-developer-update-the-ui) — 2 comments, 1 upvote
  > **Top comment:** "Yes. Welcome "
- Title: [Support for training](https://www.g2.com/discussions/25294-support-for-training) — 2 comments, 1 upvote
  > **Top comment:** "Yes, definitely. Especially we as a student who use it program are required professional teaching before hand to gain more understanding regarding to this..."

### SAS Visual Statistics

No discussions available for this product.

### 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:..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/ibm-spss-statistics-vs-sas-visual-statistics-vs-spotfire-analytics)