# Altair AI Studio vs IBM SPSS Modeler Comparison
---
## AI Generated Summary
- **G2 reviewers report** that IBM SPSS Modeler excels in data cleaning and validation, with users appreciating its syntax capabilities for quick tabulation reports. This makes it a strong choice for those who need robust data preparation tools.
- **Users say** that Altair AI Studio stands out for its **no-code, drag-and-drop interface** , which simplifies the process of building and testing machine learning models. This feature is particularly beneficial for users with limited coding experience, allowing them to create predictive analytics solutions efficiently.
- **Reviewers mention** that IBM SPSS Modeler offers extensive documentation and learning resources, which can be a significant advantage for teams looking to implement various models. This support helps users feel more confident in utilizing the software's capabilities.
- **According to verified reviews** , Altair AI Studio is praised for its **versatile data connectivity** , enabling users to perform data analysis and model training seamlessly. This flexibility is a key factor for teams that work with diverse data sources.
- **G2 reviewers highlight** that while IBM SPSS Modeler has a solid reputation in enterprise settings, it may not be as accessible for small businesses due to its higher entry-level price. This could limit its appeal for smaller teams looking for cost-effective solutions.
- **Users report** that Altair AI Studio's quick results and broader perspective on ideas help teams innovate faster, making it a compelling option for organizations focused on rapid development and deployment of AI workflows.



---
## Frequently Asked Questions

### What is the difference between IBM SPSS Modeler vs Altair AI Studio?

Altair AI Studio stands out for higher reviewer satisfaction, especially in ease of use and support, while IBM SPSS Modeler is more established in enterprise environments.

| [IBM SPSS Modeler](https://www.g2.com/products/ibm-spss-modeler/reviews) | [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) |
| --- | --- |
| 4.0/5 (148 reviews) | 4.6/5 (533 reviews) |
| Enterprise | Small-Business |
| 8.2 | 8.9 |
| 8.0 | 8.5 |
| Analysis Capabilities | Ease of Use (9 all-time mentions) |



### How do the pricing models of IBM SPSS Modeler and Altair AI Studio compare?

Altair AI Studio is considered the stronger value by reviewers, with a higher satisfaction score on price and cost-related dimensions.

- **IBM SPSS Modeler:** Reviewers consistently cite high licensing costs and describe the product as expensive for each user.
- **Altair AI Studio:** Recent reviews highlight satisfaction with the value, especially for educational and small-business use, with positive sentiment around its free educational offering and broad feature set.
- **Switching reasons:** Reviewers mention moving to Altair AI Studio for its no-code interface and better value for non-coders and educational users.



### What are the best alternatives to IBM SPSS Modeler and Altair AI Studio?

Dataiku, Alteryx, and KNIME are the top three G2-ranked alternatives to IBM SPSS Modeler and Altair AI Studio.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [IBM SPSS Modeler](https://www.g2.com/products/ibm-spss-modeler/reviews) | 4.0/5 (148) | Enterprise | Expensive licensing frequently cited | Analysis Capabilities |
| [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) | 4.6/5 (533) | Small-Business | Positive value sentiment, especially for education | Ease of Use |
| [Dataiku](https://www.g2.com/products/dataiku/reviews) | 4.4/5 (224) | Enterprise | — | Collaboration and scalability |
| [Alteryx](https://www.g2.com/products/alteryx/reviews) | 4.6/5 (894) | Enterprise | — | Automation and workflow integration |
| [KNIME](https://www.g2.com/products/knime-analytics-platform/reviews) | 4.5/5 (111) | Enterprise | — | Open-source extensibility |



### Which Predictive Analytics features should I prioritize when comparing IBM SPSS Modeler and Altair AI Studio?

Buyers should prioritize ease of use, data preparation, machine learning capabilities, integration options, and automation features when comparing IBM SPSS Modeler and Altair AI Studio.

- **Ease of Use:** IBM SPSS Modeler 8.3, Altair AI Studio 8.8 (Altair AI Studio leads by 0.5 points)
- **Data Preparation:** Both products are frequently cited for strong data prep tools; Altair AI Studio receives multiple recent mentions for its drag-and-drop and no-code data cleaning.
- **Machine Learning Capabilities:** IBM SPSS Modeler (1 all-time mention), Altair AI Studio (8 all-time mentions)
- **Integration Options:** Altair AI Studio is cited for integrations (5 all-time mentions), while IBM SPSS Modeler is noted for integration with IBM tools.
- **Automation Features:** Altair AI Studio (5 all-time mentions for automation), IBM SPSS Modeler is cited for automated data prep and AutoML in recent reviews.



### What are the pros and cons of IBM SPSS Modeler vs Altair AI Studio?

Altair AI Studio's headline strength is ease of use, while IBM SPSS Modeler is recognized for its analysis capabilities.

- **IBM SPSS Modeler strengths:** Analysis Capabilities (1 all-time mention), robust data preparation, predictive modeling, and machine learning features, integration with IBM tools, and fast processing.
- **IBM SPSS Modeler trade-offs:** Expensive licensing (1 all-time mention), complex or dated user interface, limited integration with open-source libraries, and a steeper learning curve for advanced features.
- **Altair AI Studio strengths:** Ease of Use (9 all-time mentions), machine learning (8 all-time mentions), automation (5 all-time mentions), integrations (5 all-time mentions), intuitive drag-and-drop interface, and strong support for no-code workflows.
- **Altair AI Studio trade-offs:** Complexity for new users (4 all-time mentions), slower performance with large datasets (3 all-time mentions), and occasional UI bugs or crashes.



### Is IBM SPSS Modeler or Altair AI Studio better for small businesses?

Altair AI Studio is the better fit for small businesses, as it is most popular in the Small-Business segment and receives strong positive sentiment from reviewers in that segment.

- **IBM SPSS Modeler:** Largest segment is Enterprise, with reviewers noting higher costs and a steeper learning curve for smaller teams.
- **Altair AI Studio:** Largest segment is Small-Business, with reviewers highlighting its accessibility, no-code interface, and suitability for non-coders and educational use.



### Which Predictive Analytics platform has better integrations?

Altair AI Studio is favored by reviewers for integrations, with more frequent and positive mentions of integration capabilities.

- **IBM SPSS Modeler:** Reviewers mention integration with IBM tools such as Watson and Cognos Analytics in recent reviews.
- **Altair AI Studio:** Integrations are cited in 5 all-time mentions, including with Python, Excel, and Siemens Teamcenter, with reviewers highlighting the value of these integrations for workflow automation and data connectivity.



### How do IBM SPSS Modeler and Altair AI Studio compare on customer support?

Altair AI Studio leads on Quality of Support by 0.5 points, with a score of 8.5 versus IBM SPSS Modeler's 8.0.

- **IBM SPSS Modeler:** Reviewers describe support as adequate but occasionally slow to respond, with some requests for improved documentation and onboarding resources.
- **Altair AI Studio:** Reviewers consistently praise support responsiveness and helpfulness, especially for onboarding and troubleshooting, with positive sentiment around educational resources and community support.



### Which is easier to implement, IBM SPSS Modeler or Altair AI Studio?

Altair AI Studio is easier to implement, with a 0.7-point lead in Ease of Setup (8.9 vs 8.2).

- **IBM SPSS Modeler:** Reviewers note that setup is straightforward for basic use but can become complex for advanced features or larger deployments, with some citing a steeper learning curve.
- **Altair AI Studio:** Reviewers frequently highlight the intuitive installation process, quick onboarding, and ease of initial setup, especially for non-technical users and small teams.



### Which product has better Analysis?

Altair AI Studio is favored for Analysis, with higher reviewer satisfaction and more frequent mentions of analysis capabilities.

- **IBM SPSS Modeler:** Analysis Capabilities (1 all-time mention), dimension score for Meets Requirements: 8.3
- **Altair AI Studio:** Data Analysis (3 all-time mentions), dimension score for Meets Requirements: 8.6



| | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Star Rating** | 4.6 out of 5 | 4.0 out of 5 | 
| **Total Reviews** | 532 | 148 | 
| **Largest Market Segment** | Small-Business (41.3% of reviews) | Enterprise (55.1% of reviews) | 
| **Entry Level Price** | No pricing available | Starting at $7,430 USD  per user per year | 

---
## Top Pros & Cons

### Altair AI Studio

Pros:
- Ease of Use (9 reviews)
- Machine Learning (8 reviews)

Cons:
- Complexity (4 reviews)
- Large Dataset Handling (3 reviews)

### IBM SPSS Modeler

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

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

---
## Ratings Comparison
| Rating | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
  | **Meets Requirements** | 8.6 (433 reviews) | 8.3 (110 reviews) | 
  | **Ease of Use** | 8.8 (437 reviews) | 8.3 (111 reviews) | 
  | **Ease of Setup** | 9.0 (140 reviews) | 8.2 (29 reviews) | 
  | **Ease of Admin** | 8.5 (106 reviews) | 8.1 (27 reviews) | 
  | **Quality of Support** | 8.5 (361 reviews) | 8.0 (94 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.9 (95 reviews) | 8.3 (26 reviews) | 
  | **Product Direction (% positive)** | 8.8 (421 reviews) | 7.0 (110 reviews) | 

---
## Pricing

### Altair AI Studio

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### 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

---
## Features Comparison By Category

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Altair AI Studio** | N/A | N/A |
| **IBM SPSS Modeler** | N/A | N/A |

#### Reports

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Reports Interface** | Not enough data | Not enough data | 
| **Steps to Answer** | Not enough data | Not enough data | 
| **Graphs and Charts** | Not enough data | Not enough data | 
| **Score Cards** | Not enough data | Not enough data | 
| **Dashboards** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Marketing Reports** | Not enough data | Not enough data | 
| **Sales Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Interactive Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Customizable Dashboard** | Not enough data | Not enough data | 

#### Data Preparation

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Connectors** | Not enough data | Not enough data | 
| **Data Governance** | Not enough data | Not enough data | 

#### Data Modeling and Blending

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Data Querying** | Not enough data | Not enough data | 
| **Data Filtering** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Agentic AI - Analytics Platforms

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Self Service 

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Calculated Fields** | Not enough data | Not enough data | 
| **Data Column Filtering** | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | 
| **Search** | Not enough data | Not enough data | 
| **Collaboration / Workflow** | Not enough data | Not enough data | 
| **Automodeling** | Not enough data | Not enough data | 
| **Natural Language Search** | Not enough data | Not enough data | 
| **Visual Discovery** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 

#### Deployment & Integration - Analytics Platforms

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **No-code Dashboard Builder** | Not enough data | Not enough data | 
| **Report Scheduling and Automation** | Not enough data | Not enough data | 
| **Embedded Analytics and White-labeling** | Not enough data | Not enough data | 
| **Data Source Connectivity** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Query Builder** | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Big Data Services** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Performance & Scalability - Analytics Platforms

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Large data handling and Query Speed** | Not enough data | Not enough data | 
| **Concurrent User Support** | Not enough data | Not enough data | 
| **Database Support** | Not enough data | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Data Modeling and Governance** | Not enough data | Not enough data | 
| **Notebook and Script Integration** | Not enough data | Not enough data | 
| **Built-in Predictive and Statistical Models** | Not enough data | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Auto-generated Insights and Narratives** | Not enough data | Not enough data | 
| **Natural Language Queries** | Not enough data | Not enough data | 
| **Proactive KPI Monitoring and Alerts** | Not enough data | Not enough data | 
| **AI Agents for Analytical Follow-ups** | Not enough data | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Not enough data | Not enough data | 
| **Role-based Insight Personalization** | Not enough data | Not enough data | 
| **Conversational and Prompt-based Analytics** | Not enough data | Not enough data | 
| **Ad hoc Query** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Building Reports

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Drag & Drop** | Not enough data | Not enough data | 
| **Secure Data Storage** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Ad hoc Analysis** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Data Migration** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Self Service Data Preparation** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Sentiment Analysis** | Not enough data | Not enough data | 
| **User Management** | Not enough data | Not enough data | 
| **Sales Trend Analysis** | Not enough data | Not enough data | 
| **Charting** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Widgets** | Not enough data | Not enough data | 
| **Storytelling** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Financing Management** | Not enough data | Not enough data | 
| **Self-service Analytics** | Not enough data | Not enough data | 
| **KPI Monitoring** | Not enough data | Not enough data | 
| **Dashboard** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Integration** | Not enough data | Not enough data | 
| **Scorecards** | Not enough data | Not enough data | 
| **Data Management** | Not enough data | Not enough data | 
| **Task Management** | Not enough data | Not enough data | 
| **Progress Tracking** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Profitability Analysis** | Not enough data | Not enough data | 
| **Project Tracking** | Not enough data | Not enough data | 
| **Strategic Planning** | Not enough data | Not enough data | 
| **Goal Setting/Tracking** | Not enough data | Not enough data | 
| **Publishing/Sharing** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Templates** | Not enough data | Not enough data | 
| **Mobile Access** | Not enough data | Not enough data | 
| **Customizable Templates** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Financial Reporting** | Not enough data | Not enough data | 
| **Audit Management** | Not enough data | Not enough data | 
| **OLAP** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 

### Artificial Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Altair AI Studio** | N/A | N/A |
| **IBM SPSS Modeler** | N/A | N/A |

#### Additional Functionality

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Tagging** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Multi-Language** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Speech Recognition** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Virtual Personal Assistant (VPA)** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Customer Segmentation** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **For eCommerce** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Document Management** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Machine Learning** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Alerts/Escalation** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Mobile App** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **For Sales Teams/Organizations** | Not enough data | Not enough data | 
| **Sentiment Analysis** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Chatbot** | Not enough data | Not enough data | 
| **Workflow Automation** | Not enough data | Not enough data | 

### Generative AI

| Product | Score | Reviews |
|---|---|---|
| **Altair AI Studio** | N/A | N/A |
| **IBM SPSS Modeler** | N/A | N/A |

#### Additional Functionality

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Code Generation** | Not enough data | Not enough data | 
| **Text to Image** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Virtual Characters and Avatars** | Not enough data | Not enough data | 
| **Content Generation** | Not enough data | Not enough data | 
| **Personalization and Recommendation** | Not enough data | Not enough data | 
| **Conditional Generation** | Not enough data | Not enough data | 
| **Transformer Model** | Not enough data | Not enough data | 
| **Automated Image & Video Editing** | Not enough data | Not enough data | 
| **Interactive and Co-Creative Systems** | Not enough data | Not enough data | 
| **Text Summarization** | Not enough data | Not enough data | 
| **Data Augmentation** | Not enough data | Not enough data | 
| **Variation Autoencoder Models** | Not enough data | Not enough data | 
| **Adversarial Training** | Not enough data | Not enough data | 
| **Transfer Learning and Fine-tuning** | Not enough data | Not enough data | 
| **Simulation and Scenario Generation** | Not enough data | Not enough data | 
| **Creative Design** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Prompt Engineering** | Not enough data | Not enough data | 
| **Foundation Model** | Not enough data | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Altair AI Studio** | 7.9/10 | 84 |
| **IBM SPSS Modeler** | 7.6/10 | 17 |

#### System

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Data Ingestion & Wrangling** | 8.6 (53 reviews) | 7.9 (15 reviews) | 
| **Real-Time Data** | Not enough data | Not enough data | 

#### Model Development

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Language Support** | 7.5 (36 reviews) | 8.2 (12 reviews) | 
| **Drag and Drop** | 9.1 (62 reviews) | 8.2 (13 reviews) | 
| **Pre-Built Algorithms** | 8.5 (57 reviews) | 8.3 (14 reviews) | 
| **Model Training** | 8.4 (52 reviews) | 8.5 (14 reviews) | 
| **Database Support** | Not enough data | Not enough data | 
| **Multi-Language** | Not enough data | Not enough data | 

#### Model Development

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Feature Engineering** | 8.4 (47 reviews) | 7.1 (16 reviews) | 

#### Machine/Deep Learning Services

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Computer Vision** | 7.7 (30 reviews) | 7.3 (11 reviews) | 
| **Natural Language Processing** | 7.9 (35 reviews) | 7.5 (12 reviews) | 
| **Natural Language Generation** | 7.6 (24 reviews) | 6.9 (12 reviews) | 
| **Artificial Neural Networks** | 8.4 (39 reviews) | 8.1 (13 reviews) | 

#### Machine/Deep Learning Services

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Natural Language Understanding** | 7.6 (32 reviews) | 6.4 (12 reviews) | 
| **Deep Learning** | 8.4 (36 reviews) | 6.7 (13 reviews) | 

#### Deployment

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Managed Service** | 7.9 (39 reviews) | 7.4 (13 reviews) | 
| **Application** | 8.3 (37 reviews) | 8.6 (12 reviews) | 
| **Scalability** | 8.5 (34 reviews) | 7.6 (15 reviews) | 

#### Additional Functionality

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Customizable Reports** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Semantic Search** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Statistical Analysis** | Not enough data | Not enough data | 
| **Categorization/Grouping** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Data Profiling** | Not enough data | Not enough data | 
| **Linked Data Management** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Sentiment Analysis** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Ad hoc Analysis** | Not enough data | Not enough data | 
| **Text Mining** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Predictive Modeling** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Configurable Workflow** | Not enough data | Not enough data | 
| **Tagging** | Not enough data | Not enough data | 
| **Endpoint Management** | Not enough data | Not enough data | 
| **No-Code** | Not enough data | Not enough data | 
| **Data Preparation** | Not enough data | Not enough data | 
| **Auditing** | Not enough data | Not enough data | 
| **Big Data Analytics** | Not enough data | Not enough data | 
| **ML Algorithm Library** | Not enough data | Not enough data | 
| **Data Management** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **AI Text Generation** | 7.1 (7 reviews) | Not enough data | 
| **AI Text Summarization** | 6.7 (6 reviews) | Not enough data | 
| **AI Text-to-Image** | 6.4 (6 reviews) | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

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

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

### Text Analysis

| Product | Score | Reviews |
|---|---|---|
| **Altair AI Studio** | 7.7/10 | 5 |
| **IBM SPSS Modeler** | N/A | N/A |

#### Setup

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Integration** | 8.0 (5 reviews) | Not enough data | 
| **Maintenance** | 7.7 (5 reviews) | Not enough data | 
| **No-Code** | 8.3 (5 reviews) | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Data

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Security** | 8.0 (5 reviews) | Not enough data | 
| **Data Visualization** | 8.3 (5 reviews) | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Analysis

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Automation** | 8.3 (5 reviews) | Not enough data | 
| **Named entity recognition** | 7.3 (5 reviews) | Not enough data | 
| **Keyphrase Extraction** | 7.3 (5 reviews) | Not enough data | 
| **Topic Analysis** | 7.0 (5 reviews) | Not enough data | 
| **Sentiment Analysis** | 7.0 (5 reviews) | Not enough data | 
| **Language Identification** | 7.0 (5 reviews) | Not enough data | 
| **Syntax/Part of Speech Parsing** | 6.0 (5 reviews) | Not enough data | 
| **Multi-Language** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Text Analysis** | Not enough data | Not enough data | 
| **Qualitative Comparative Analysis** | Not enough data | Not enough data | 
| **Statistical Analysis** | Not enough data | Not enough data | 
| **User Research Analysis** | Not enough data | Not enough data | 
| **Ad hoc Analysis** | Not enough data | Not enough data | 
| **Quantitative Analysis** | Not enough data | Not enough data | 

#### Customization

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Pre-Built Parameterization** | 8.3 (5 reviews) | Not enough data | 
| **Custom Extension** | 8.7 (5 reviews) | Not enough data | 
| **Compositionality** | 8.0 (5 reviews) | Not enough data | 

#### Generative AI

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **AI Text Generation** | Feature Not Available | Not enough data | 
| **AI Text Summarization** | Feature Not Available | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Monitoring** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Data Collection** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Computer Assisted Coding** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Mixed Methods Research** | Not enough data | Not enough data | 
| **Website Analytics** | Not enough data | Not enough data | 
| **Multimedia Support** | Not enough data | Not enough data | 
| **Media Analytics** | Not enough data | Not enough data | 
| **Categorization/Grouping** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Feedback Management** | Not enough data | Not enough data | 
| **Tagging** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Annotations** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Data Coding** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 

### Generative AI Infrastructure

| Product | Score | Reviews |
|---|---|---|
| **Altair AI Studio** | N/A | N/A |
| **IBM SPSS Modeler** | N/A | N/A |

#### Scalability and Performance - Generative AI Infrastructure

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **AI High Availability** | Not enough data | Not enough data | 
| **AI Model Training Scalability** | Not enough data | Not enough data | 
| **AI Inference Speed** | Not enough data | Not enough data | 

#### Cost and Efficiency - Generative AI Infrastructure

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **AI Cost per API Call** | Not enough data | Not enough data | 
| **AI Resource Allocation Flexibility** | Not enough data | Not enough data | 
| **AI Energy Efficiency** | Not enough data | Not enough data | 

#### Integration and Extensibility - Generative AI Infrastructure

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **AI Multi-cloud Support** | Not enough data | Not enough data | 
| **AI Data Pipeline Integration** | Not enough data | Not enough data | 
| **AI API Support and Flexibility** | Not enough data | Not enough data | 

#### Security and Compliance - Generative AI Infrastructure

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **AI GDPR and Regulatory Compliance** | Not enough data | Not enough data | 
| **AI Role-based Access Control** | Not enough data | Not enough data | 
| **AI Data Encryption** | Not enough data | Not enough data | 

#### Usability and Support - Generative AI Infrastructure

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **AI Documentation Quality** | Not enough data | Not enough data | 
| **AI Community Activity** | Not enough data | Not enough data | 

### Low-Code Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Altair AI Studio** | N/A | N/A |
| **IBM SPSS Modeler** | N/A | N/A |

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

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Automatic Data Profiling & Quality Assessment** | Not enough data | Not enough data | 
| **Multi‑Source Connector Support** | Not enough data | Not enough data | 
| **Schema Drift / Change Detection** | Not enough data | Not enough data | 

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

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Guided Algorithm & Hyperparameter Recommendation** | Not enough data | Not enough data | 
| **Code Extensibility** | Not enough data | Not enough data | 
| **Automated Feature Engineering** | Not enough data | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Altair AI Studio** | 8.2/10 | 321 |
| **IBM SPSS Modeler** | 7.9/10 | 87 |

#### Statistical Tool

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Scripting** | 7.9 (176 reviews) | 7.5 (58 reviews) | 
| **Data Mining** | 9.0 (250 reviews) | 8.3 (49 reviews) | 
| **Algorithms** | 8.6 (266 reviews) | 8.0 (61 reviews) | 

#### Data Analysis

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Analysis** | 8.8 (284 reviews) | 8.3 (69 reviews) | 
| **Data Interaction** | 8.6 (269 reviews) | 8.4 (68 reviews) | 
| **Time Series Analysis** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 

#### Decision Making

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Modeling** | 8.9 (275 reviews) | 8.4 (71 reviews) | 
| **Data Visualizations** | 8.0 (251 reviews) | 7.5 (68 reviews) | 
| **Report Generation** | 7.9 (254 reviews) | 7.8 (64 reviews) | 
| **Data Unification** | 8.2 (226 reviews) | Feature Not Available | 
| **Customizable Reports** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **AI Text Generation** | 7.2 (6 reviews) | 7.3 (5 reviews) | 
| **AI Text Summarization** | 6.9 (6 reviews) | 7.3 (5 reviews) | 
| **Generative AI** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Demand Forecasting** | Not enough data | Not enough data | 
| **AI/Machine Learning** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **For Healthcare** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Decision Support** | Not enough data | Not enough data | 
| **Modeling & Simulation** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **For Retail** | Not enough data | Not enough data | 
| **For Education** | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | 
| **Graphical Workflow Editor** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Business Rules Management** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Data Transformation** | Not enough data | Not enough data | 
| **Data Clustering** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Data Classification** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Workflow Automation** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (2):** [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics)

**Unique to Altair AI Studio (4):** [Text Analysis Software](https://www.g2.com/categories/text-analysis), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Generative AI Infrastructure Software](https://www.g2.com/categories/generative-ai-infrastructure), [ Low-Code Machine Learning Platforms Software](https://www.g2.com/categories/low-code-machine-learning-platforms)



---
## Reviewer Demographics

### By Company Size

| Segment | Altair AI Studio | IBM SPSS Modeler | 
|---|---|---|
| **Small-Business** | 41.3% | 21.3% | 
| **Mid-Market** | 28.8% | 23.6% | 
| **Enterprise** | 30.0% | 55.1% | 

### By Industry

#### Altair AI Studio

- **Higher Education:** 17.9%
- **Education Management:** 14.9%
- **Information Technology and Services:** 9.0%
- **Computer Software:** 6.8%
- **Research:** 6.8%
- **E-Learning:** 3.0%
- **Automotive:** 2.8%
- **Management Consulting:** 2.2%
- **Hospital & Health Care:** 1.8%
- **Financial Services:** 1.6%
- **Other:** 33.1%

#### 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%

---
## Alternatives

### Alternatives to Altair AI Studio

- [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (229 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (894 reviews)
- [KNIME](https://www.g2.com/products/knime-analytics-platform/reviews) — 4.5/5 stars (118 reviews)
- [IBM Watson Studio](https://www.g2.com/products/ibm-watson-studio/reviews) — 4.2/5 stars (170 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3818 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (929 reviews)
- [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (738 reviews)
- [DataRobot](https://www.g2.com/products/datarobot/reviews) — 4.4/5 stars (40 reviews)
- [IBM SPSS Statistics](https://www.g2.com/products/ibm-spss-statistics/reviews) — 4.2/5 stars (924 reviews)
- [Posit Team](https://www.g2.com/products/posit-team/reviews) — 4.5/5 stars (575 reviews)

### Alternatives to IBM SPSS Modeler

- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (894 reviews)
- [KNIME](https://www.g2.com/products/knime-analytics-platform/reviews) — 4.5/5 stars (118 reviews)
- [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (229 reviews)
- [SAS Enterprise Miner](https://www.g2.com/products/sas-enterprise-miner/reviews) — 4.2/5 stars (193 reviews)
- [Posit Team](https://www.g2.com/products/posit-team/reviews) — 4.5/5 stars (575 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 (3818 reviews)
- [MATLAB](https://www.g2.com/products/matlab/reviews) — 4.5/5 stars (773 reviews)
- [Amazon Quick](https://www.g2.com/products/amazon-quick/reviews) — 4.3/5 stars (696 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (929 reviews)

---
## Top Discussions

### Altair AI Studio

- Title: [How to predict 8 test values using 12 other test values. 500 data points available for each tests. Also what should I do to find a relation between parameters.](https://www.g2.com/discussions/24700-how-to-predict-8-test-values-using-12-other-test-values-500-data-points-available-for-each-tests-also-what-should-i-do-to-find-a-relation-between-parameters) — 3 comments, 1 upvote
  > **Top comment:** "if I understand you well, you want to predict 8 variables using a set of 12 columns. This sounds like a simple regression. Basically build 8 regression..."
- Title: [What is RapidMiner used for?](https://www.g2.com/discussions/what-is-rapidminer-used-for) — 1 comment
  > **Top comment:** "RapidMiner is majorly used for data preparation, machine learning, and predictive analysis of development. It includes the interactive data preparation,..."
- Title: [before using they should have knowledge of data science and machine learning with R/python experience](https://www.g2.com/discussions/35493-before-using-they-should-have-knowledge-of-data-science-and-machine-learning-with-r-python-experience) — 1 comment, 1 upvote
  > **Top comment:** "It will help to learn rapidminer easily and fastly"
- Title: [Would you consider providing codes behind the models that are developed by the end users?](https://www.g2.com/discussions/25070-would-you-consider-providing-codes-behind-the-models-that-are-developed-by-the-end-users) — 1 comment, 1 upvote
  > **Top comment:** "https://rapidminer.com/blog/using-execute-script-operator/

Have you tried out this? "
- Title: [What is the minimum of data that i can use effectively?](https://www.g2.com/discussions/what-is-the-minimum-of-data-that-i-can-use-effectively) — 1 comment, 1 upvote
  > **Top comment:** "Technically you need at least 100 rows. If you by effective mean a robust model that is generalizable, it really depends on the nature of your data and what..."

### 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. ..."

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