# IBM SPSS Modeler, Spotfire Analytics vs IBM SPSS Statistics Comparison

| | IBM SPSS Modeler | Spotfire Analytics | IBM SPSS Statistics | 
|---|---|---|---|
| **Star Rating** | 4.0 out of 5 | 4.2 out of 5 | 4.2 out of 5 | 
| **Total Reviews** | 148 | 362 | 928 | 
| **Largest Market Segment** | Enterprise (55.1% of reviews) | Enterprise (51.6% of reviews) | Enterprise (43.0% of reviews) | 
| **Entry Level Price** | Starting at $7,430 USD  per user per year | Free Trial | Starting at $1,188.00 1 User Per Year | 

---
## Top Pros & Cons

### IBM SPSS Modeler

Pros:
- Analysis Capabilities (1 reviews)
- Analytics (1 reviews)

Cons:
- Expensive (1 reviews)
- Expensive Licensing (1 reviews)

### Spotfire Analytics

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

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

### IBM SPSS Statistics

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

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

---
## Ratings Comparison
| Rating | IBM SPSS Modeler | Spotfire Analytics | IBM SPSS Statistics | 
|---|---|---|---|
  | **Meets Requirements** | 8.3 (110 reviews) | 8.6 (283 reviews) | 8.5 (787 reviews) | 
  | **Ease of Use** | 8.3 (111 reviews) | 8.1 (284 reviews) | 7.9 (791 reviews) | 
  | **Ease of Setup** | 8.2 (29 reviews) | 7.7 (137 reviews) | 7.9 (179 reviews) | 
  | **Ease of Admin** | 8.1 (27 reviews) | 7.8 (112 reviews) | 7.6 (134 reviews) | 
  | **Quality of Support** | 8.0 (94 reviews) | 7.8 (248 reviews) | 7.6 (596 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.3 (26 reviews) | 8.4 (111 reviews) | 8.0 (129 reviews) | 
  | **Product Direction (% positive)** | 7.0 (110 reviews) | 7.9 (280 reviews) | 6.5 (763 reviews) | 

---
## Pricing

### IBM SPSS Modeler

#### Entry-Level Pricing

Plan: IBM SPSS Modeler Professional

Price: Starting at $7,430 USD  per user per year

Description: Single-user, desktop application for Windows available for purchase. Other options available through IBM sales. Includes 12 months of technical support.

Key Features:
- Data access and export without data size limits
- Automatic data prep, wrangling, ETL
- 30+ base machine learning algorithms, auto-modeling

[Browse all 3 editions](https://www.g2.com/products/ibm-spss-modeler/pricing)

#### Free Trial

No

### 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

### 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

---
## Features Comparison By Category

### Business Intelligence

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

#### Reports

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

#### Self Service 

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

#### Advanced Analytics

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

#### Building Reports

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

#### Platform

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

#### Reports

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

#### Reports

| Feature | IBM SPSS Modeler | Spotfire Analytics | IBM SPSS Statistics | 
|---|---|---|---|
| **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 | IBM SPSS Modeler | Spotfire Analytics | IBM SPSS Statistics | 
|---|---|---|---|
| **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 | IBM SPSS Modeler | Spotfire Analytics | IBM SPSS Statistics | 
|---|---|---|---|
| **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 | IBM SPSS Modeler | Spotfire Analytics | IBM SPSS Statistics | 
|---|---|---|---|
| **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 | IBM SPSS Modeler | Spotfire Analytics | IBM SPSS Statistics | 
|---|---|---|---|
| **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 | IBM SPSS Modeler | Spotfire Analytics | IBM SPSS Statistics | 
|---|---|---|---|
| **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 |
|---|---|---|
| **IBM SPSS Modeler** | N/A | N/A |
| **Spotfire Analytics** | 8.2/10 | 236 |
| **IBM SPSS Statistics** | N/A | N/A |

#### Reports

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

#### Data Preparation

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

#### Data Modeling and Blending

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

#### Generative AI

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

#### Agentic AI - Analytics Platforms

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

#### Deployment & Integration - Analytics Platforms

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

#### Performance & Scalability - Analytics Platforms

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

### Embedded Business Intelligence

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

#### Reports

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

#### Self Service 

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

#### Building Reports

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

### Data Virtualization

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

#### Administration

| Feature | IBM SPSS Modeler | Spotfire Analytics | IBM SPSS Statistics | 
|---|---|---|---|
| **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 Modeler | Spotfire Analytics | IBM SPSS Statistics | 
|---|---|---|---|
| **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 Modeler | Spotfire Analytics | IBM SPSS Statistics | 
|---|---|---|---|
| **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 Modeler** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |
| **IBM SPSS Statistics** | 8.5/10 | 251 |

#### Administration

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

#### Capabilities

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

#### Methodology

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

#### Generative AI

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

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **IBM SPSS Modeler** | 7.6/10 | 17 |
| **Spotfire Analytics** | N/A | N/A |
| **IBM SPSS Statistics** | N/A | N/A |

#### System

| Feature | IBM SPSS Modeler | Spotfire Analytics | IBM SPSS Statistics | 
|---|---|---|---|
| **Data Ingestion & Wrangling** | 7.9 (15 reviews) | Not enough data | Not enough data | 

#### Model Development

| Feature | IBM SPSS Modeler | Spotfire Analytics | IBM SPSS Statistics | 
|---|---|---|---|
| **Language Support** | 8.2 (12 reviews) | Not enough data | Not enough data | 
| **Drag and Drop** | 8.2 (13 reviews) | Not enough data | Not enough data | 
| **Pre-Built Algorithms** | 8.3 (14 reviews) | Not enough data | Not enough data | 
| **Model Training** | 8.5 (14 reviews) | Feature Not Available | Not enough data | 

#### Model Development

| Feature | IBM SPSS Modeler | Spotfire Analytics | IBM SPSS Statistics | 
|---|---|---|---|
| **Feature Engineering** | 7.1 (16 reviews) | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | IBM SPSS Modeler | Spotfire Analytics | IBM SPSS Statistics | 
|---|---|---|---|
| **Computer Vision** | 7.3 (11 reviews) | Not enough data | Not enough data | 
| **Natural Language Processing** | 7.5 (12 reviews) | Not enough data | Not enough data | 
| **Natural Language Generation** | 6.9 (12 reviews) | Not enough data | Not enough data | 
| **Artificial Neural Networks** | 8.1 (13 reviews) | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | IBM SPSS Modeler | Spotfire Analytics | IBM SPSS Statistics | 
|---|---|---|---|
| **Natural Language Understanding** | 6.4 (12 reviews) | Not enough data | Not enough data | 
| **Deep Learning** | 6.7 (13 reviews) | Not enough data | Not enough data | 

#### Deployment

| Feature | IBM SPSS Modeler | Spotfire Analytics | IBM SPSS Statistics | 
|---|---|---|---|
| **Managed Service** | 7.4 (13 reviews) | Not enough data | Not enough data | 
| **Application** | 8.6 (12 reviews) | Not enough data | Not enough data | 
| **Scalability** | 7.6 (15 reviews) | Not enough data | Not enough data | 

#### Generative AI

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

#### Integration - Machine Learning

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

#### Learning - Machine Learning

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

#### Agentic AI - AWS Marketplace

| Feature | IBM SPSS Modeler | Spotfire Analytics | IBM SPSS Statistics | 
|---|---|---|---|
| **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 Modeler** | 7.9/10 | 87 |
| **Spotfire Analytics** | 8.5/10 | 13 |
| **IBM SPSS Statistics** | 8.7/10 | 338 |

#### Statistical Tool

| Feature | IBM SPSS Modeler | Spotfire Analytics | IBM SPSS Statistics | 
|---|---|---|---|
| **Scripting** | 7.5 (58 reviews) | 6.9 (6 reviews) | 7.2 (208 reviews) | 
| **Data Mining** | 8.3 (49 reviews) | 8.6 (7 reviews) | Feature Not Available | 
| **Algorithms** | 8.0 (61 reviews) | Not enough data | 7.7 (211 reviews) | 

#### Data Analysis

| Feature | IBM SPSS Modeler | Spotfire Analytics | IBM SPSS Statistics | 
|---|---|---|---|
| **Analysis** | 8.3 (69 reviews) | 8.9 (9 reviews) | 8.9 (323 reviews) | 
| **Data Interaction** | 8.4 (68 reviews) | 8.9 (9 reviews) | Feature Not Available | 

#### Decision Making

| Feature | IBM SPSS Modeler | Spotfire Analytics | IBM SPSS Statistics | 
|---|---|---|---|
| **Modeling** | 8.4 (71 reviews) | 8.3 (8 reviews) | 7.7 (248 reviews) | 
| **Data Visualizations** | 7.5 (68 reviews) | 9.0 (8 reviews) | 7.0 (302 reviews) | 
| **Report Generation** | 7.8 (64 reviews) | 9.5 (10 reviews) | 7.5 (269 reviews) | 
| **Data Unification** | Feature Not Available | 7.9 (8 reviews) | Feature Not Available | 

#### Generative AI

| Feature | IBM SPSS Modeler | Spotfire Analytics | IBM SPSS Statistics | 
|---|---|---|---|
| **AI Text Generation** | 7.3 (5 reviews) | Not enough data | 9.7 (5 reviews) | 
| **AI Text Summarization** | 7.3 (5 reviews) | Not enough data | 9.7 (5 reviews) | 

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

**Unique to IBM SPSS Modeler (1):** [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-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), [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), [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis), [AWS Marketplace Software](https://www.g2.com/categories/aws-marketplace)

**Unique to IBM SPSS Statistics (1):** [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis)


---
## Reviewer Demographics

### By Company Size

| Segment | IBM SPSS Modeler | Spotfire Analytics | IBM SPSS Statistics | 
|---|---|---|---|
| **Small-Business** | 21.3% | 23.0% | 27.5% | 
| **Mid-Market** | 23.6% | 25.5% | 29.5% | 
| **Enterprise** | 55.1% | 51.6% | 43.0% | 

### By Industry

#### IBM SPSS Modeler

- **Higher Education:** 15.6%
- **Education Management:** 11.7%
- **Research:** 7.8%
- **Banking:** 6.3%
- **Computer Software:** 4.7%
- **Consumer Goods:** 4.7%
- **Hospital & Health Care:** 4.7%
- **Information Technology and Services:** 4.7%
- **Retail:** 3.1%
- **Pharmaceuticals:** 3.1%
- **Other:** 33.6%

#### 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%

#### 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%

---
## Alternatives

### Alternatives to IBM SPSS Modeler

- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews)
- [KNIME](https://www.g2.com/products/knime-analytics-platform/reviews) — 4.4/5 stars (83 reviews)
- [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (198 reviews)
- [SAS Enterprise Miner](https://www.g2.com/products/sas-enterprise-miner/reviews) — 4.2/5 stars (193 reviews)
- [Posit](https://www.g2.com/products/posit-posit/reviews) — 4.5/5 stars (570 reviews)
- [SAP Analytics Cloud](https://www.g2.com/products/sap-analytics-cloud/reviews) — 4.2/5 stars (908 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3654 reviews)
- [MATLAB](https://www.g2.com/products/matlab/reviews) — 4.5/5 stars (770 reviews)
- [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (692 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 (810 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 (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 (3654 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)

### 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 (83 reviews)
- [Qualtrics Strategy & Research](https://www.g2.com/products/qualtrics-strategy-research/reviews) — 4.4/5 stars (3015 reviews)
- [Posit](https://www.g2.com/products/posit-posit/reviews) — 4.5/5 stars (570 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 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 (810 reviews)

---
## Top Discussions

### IBM SPSS Modeler

- Title: [What are the features of SPSS?](https://www.g2.com/discussions/ibm-spss-modeler-what-are-the-features-of-spss) — 1 comment
  > **Top comment:** " Here are some of the key features of SPSS:

Data Management:

Data Import: SPSS allows users to import data from various file formats, including Excel,..."
- Title: [What is IBM SPSS Modeler used for?](https://www.g2.com/discussions/what-is-ibm-spss-modeler-used-for) — 1 comment
  > **Top comment:** "Data Exploration and Preparation:

SPSS Modeler allows users to explore and understand their data through visualization and summary statistics.
It..."
- Title: [Is IBM SPSS Modeler free?](https://www.g2.com/discussions/is-ibm-spss-modeler-free) — 1 comment
  > **Top comment:** "No but a 30days free trail will be provided"
- Title: [How frequently are you going to release updates](https://www.g2.com/discussions/30173-how-frequently-are-you-going-to-release-updates) — 1 comment
  > **Top comment:** "Hello! they release big updates almost every year. Last month they released version 18.2.2 with updates. Also, during the year they release one or two fix..."
- Title: [Need training for use SPSS modelar 18.2](https://www.g2.com/discussions/25355-need-training-for-use-spss-modelar-18-2) — 1 comment, 1 upvote
  > **Top comment:** "Hi,  I learned the SPSS Modeler software in a class for my Master's in Learning Analytics a couple of years ago.  I also work at the same university. ..."

### 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:..."

### 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..."

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