# Alteryx vs IBM SPSS Modeler Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Alteryx excels in user experience, particularly due to its **low-code/no-code environment** , which allows users to create complex analytical workflows without extensive programming knowledge. This feature has been highlighted as a significant advantage for those looking to streamline their data processes.
- **Users say** that IBM SPSS Modeler is a valuable tool for data manipulation, especially for preparing data for BI tools. Reviewers appreciate its ability to connect directly to data sources, which enhances the efficiency of data preparation tasks, making it a strong choice for users focused on data integration.
- **According to verified reviews** , Alteryx has a notable edge in overall satisfaction, with users praising its **efficiency and user-friendliness**. Many have reported significant time savings and the ability to uncover new insights, which contributes to its higher G2 Score compared to IBM SPSS Modeler.
- **Reviewers mention** that while IBM SPSS Modeler offers excellent features for data cleaning and validation, it sometimes lacks the intuitive interface that Alteryx provides. Users have noted that the syntax-based approach can be less accessible for those who prefer a more visual workflow.
- **Users highlight** Alteryx's strong performance in data ingestion and wrangling, with many noting its high scores in these areas. The platform's ability to handle complex data tasks efficiently is a key reason why it is favored by enterprise users, who make up a significant portion of its user base.
- **G2 reviewers indicate** that while both platforms have their strengths, Alteryx's superior support quality and product direction contribute to a more positive user experience overall. Users have expressed satisfaction with Alteryx's responsiveness and commitment to continuous improvement, which enhances their confidence in the product.



| | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Star Rating** | 4.6 out of 5 | 4.0 out of 5 | 
| **Total Reviews** | 814 | 148 | 
| **Largest Market Segment** | Enterprise (64.9% of reviews) | Enterprise (55.1% of reviews) | 
| **Entry Level Price** | $3,000.00 1 User Per Year | Starting at $7,430 USD  per user per year | 

---
## Top Pros & Cons

### Alteryx

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

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

### IBM SPSS Modeler

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

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

---
## Ratings Comparison
| Rating | Alteryx | IBM SPSS Modeler | 
|---|---|---|
  | **Meets Requirements** | 8.8 (339 reviews) | 8.3 (110 reviews) | 
  | **Ease of Use** | 8.7 (599 reviews) | 8.3 (111 reviews) | 
  | **Ease of Setup** | 8.4 (389 reviews) | 8.2 (29 reviews) | 
  | **Ease of Admin** | 8.3 (85 reviews) | 8.1 (27 reviews) | 
  | **Quality of Support** | 8.5 (318 reviews) | 8.0 (94 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.9 (89 reviews) | 8.3 (26 reviews) | 
  | **Product Direction (% positive)** | 9.2 (324 reviews) | 7.0 (110 reviews) | 

---
## Pricing

### Alteryx

#### Entry-Level Pricing

Plan: Starter Edition

Price: $3,000.00 1 User Per Year

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

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

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

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

#### Free Trial

Yes

### 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

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 7.9/10 | 359 |
| **IBM SPSS Modeler** | N/A | N/A |

#### Reports

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Reports Interface** | 7.9 (230 reviews) ✓ Verified | Not enough data | 
| **Steps to Answer** | 8.5 (164 reviews) | Not enough data | 
| **Graphs and Charts** | 6.9 (187 reviews) ✓ Verified | Not enough data | 
| **Score Cards** | 7.8 (118 reviews) | Not enough data | 
| **Dashboards** | 7.1 (161 reviews) ✓ Verified | Not enough data | 

#### Self Service 

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Calculated Fields** | 8.9 (204 reviews) ✓ Verified | Not enough data | 
| **Data Column Filtering** | 9.1 (202 reviews) ✓ Verified | Not enough data | 
| **Data Discovery** | 9.0 (197 reviews) ✓ Verified | Not enough data | 
| **Search** | 8.3 (186 reviews) ✓ Verified | Not enough data | 
| **Collaboration / Workflow** | 8.6 (198 reviews) ✓ Verified | Not enough data | 
| **Automodeling** | 8.0 (151 reviews) ✓ Verified | Not enough data | 

#### Advanced Analytics

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Predictive Analytics** | 8.2 (170 reviews) ✓ Verified | Not enough data | 
| **Data Visualization** | 7.3 (184 reviews) ✓ Verified | Not enough data | 
| **Big Data Services** | 8.4 (189 reviews) ✓ Verified | Not enough data | 

#### Building Reports

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Data Transformation** | 9.2 (180 reviews) ✓ Verified | Not enough data | 
| **Data Modeling** | 8.8 (140 reviews) ✓ Verified | Not enough data | 
| **WYSIWYG Report Design** | 7.5 (109 reviews) ✓ Verified | Not enough data | 
| **Integration APIs** | 7.8 (116 reviews) ✓ Verified | Not enough data | 

#### Platform

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

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 8.3/10 | 384 |
| **IBM SPSS Modeler** | N/A | N/A |

#### Reports

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Reports Interface** | 7.9 (230 reviews) ✓ Verified | Not enough data | 
| **Steps to Answer** | 8.5 (164 reviews) | Not enough data | 
| **Graphs and Charts** | 6.9 (187 reviews) ✓ Verified | Not enough data | 
| **Score Cards** | 7.8 (118 reviews) | Not enough data | 
| **Dashboards** | 7.1 (161 reviews) ✓ Verified | Not enough data | 

#### Data Preparation

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Connectors** | 8.7 (127 reviews) ✓ Verified | Not enough data | 
| **Data Governance** | 8.6 (103 reviews) ✓ Verified | Not enough data | 

#### Data Modeling and Blending

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Data Querying** | 9.0 (118 reviews) ✓ Verified | Not enough data | 
| **Data Filtering** | 9.1 (117 reviews) ✓ Verified | Not enough data | 
| **Data Blending** | 9.3 (130 reviews) ✓ Verified | Not enough data | 

#### Generative AI

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **AI Text Generation** | 7.5 (36 reviews) | Not enough data | 
| **AI Text Summarization** | 7.9 (37 reviews) | Not enough data | 

#### Agentic AI - Analytics Platforms

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Autonomous Task Execution** | 8.2 (14 reviews) | Not enough data | 
| **Multi-step Planning** | 8.2 (12 reviews) | Not enough data | 
| **Cross-system Integration** | 7.7 (18 reviews) | Not enough data | 
| **Adaptive Learning** | 8.1 (12 reviews) | Not enough data | 
| **Natural Language Interaction** | 8.1 (12 reviews) | Not enough data | 
| **Proactive Assistance** | 7.7 (13 reviews) | Not enough data | 
| **Decision Making** | 7.6 (12 reviews) | Not enough data | 

#### Self Service 

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Calculated Fields** | 8.9 (204 reviews) ✓ Verified | Not enough data | 
| **Data Column Filtering** | 9.1 (202 reviews) ✓ Verified | Not enough data | 
| **Data Discovery** | 9.0 (197 reviews) ✓ Verified | Not enough data | 
| **Search** | 8.3 (186 reviews) ✓ Verified | Not enough data | 
| **Collaboration / Workflow** | 8.6 (198 reviews) ✓ Verified | Not enough data | 
| **Automodeling** | 8.0 (151 reviews) ✓ Verified | Not enough data | 

#### Deployment & Integration - Analytics Platforms

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **No-code Dashboard Builder** | 9.1 (30 reviews) | Not enough data | 
| **Report Scheduling and Automation** | 9.1 (30 reviews) | Not enough data | 
| **Embedded Analytics and White-labeling** | 8.3 (11 reviews) | Not enough data | 
| **Data Source Connectivity** | 8.2 (28 reviews) | Not enough data | 

#### Advanced Analytics

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Predictive Analytics** | 8.2 (170 reviews) ✓ Verified | Not enough data | 
| **Data Visualization** | 7.3 (184 reviews) ✓ Verified | Not enough data | 
| **Big Data Services** | 8.4 (189 reviews) ✓ Verified | Not enough data | 

#### Performance & Scalability - Analytics Platforms

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Large data handling and Query Speed** | 7.7 (47 reviews) | Not enough data | 
| **Concurrent User Support** | 8.5 (11 reviews) | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Data Modeling and Governance** | 8.2 (11 reviews) | Not enough data | 
| **Notebook and Script Integration** | 7.7 (14 reviews) | Not enough data | 
| **Built-in Predictive and Statistical Models** | 8.1 (13 reviews) | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Auto-generated Insights and Narratives** | 8.3 (11 reviews) | Not enough data | 
| **Natural Language Queries** | 7.6 (12 reviews) | Not enough data | 
| **Proactive KPI Monitoring and Alerts** | 8.5 (11 reviews) | Not enough data | 
| **AI Agents for Analytical Follow-ups** | 7.8 (10 reviews) | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | 8.3 (10 reviews) | Not enough data | 
| **Role-based Insight Personalization** | 8.5 (10 reviews) | Not enough data | 
| **Conversational and Prompt-based Analytics** | 8.2 (12 reviews) | Not enough data | 

#### Building Reports

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Data Transformation** | 9.2 (180 reviews) ✓ Verified | Not enough data | 
| **Data Modeling** | 8.8 (140 reviews) ✓ Verified | Not enough data | 
| **WYSIWYG Report Design** | 7.5 (109 reviews) ✓ Verified | Not enough data | 
| **Integration APIs** | 7.8 (116 reviews) ✓ Verified | Not enough data | 

### Location Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 8.6/10 | 35 |
| **IBM SPSS Modeler** | N/A | N/A |

#### Cartography

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

#### Analysis

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

#### Reporting

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

### Data Preparation

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 8.6/10 | 241 |
| **IBM SPSS Modeler** | N/A | N/A |

#### Data Source Access

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Breadth of Data Sources** | 8.9 (164 reviews) | Not enough data | 
| **Ease of Data Connectivity** | 8.7 (178 reviews) | Not enough data | 
| **API Connectivity** | 8.1 (133 reviews) | Not enough data | 

#### Data Interaction

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Profiling and Classification** | 8.5 (136 reviews) | Not enough data | 
| **Metadata Management** | 8.4 (133 reviews) | Not enough data | 
| **Data Modeling** | 8.7 (150 reviews) | Not enough data | 
| **Data Joining** | 9.1 (169 reviews) | Not enough data | 
| **Data Blending** | 9.3 (172 reviews) | Not enough data | 
| **Data Quality and Cleansing** | 9.2 (177 reviews) | Not enough data | 
| **Data Sharing** | 8.7 (153 reviews) | Not enough data | 
| **Data Governance** | 8.5 (137 reviews) | Not enough data | 

#### Data Exporting

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Breadth of Integrations** | 8.9 (158 reviews) | Not enough data | 
| **Ease of Integrations** | 8.8 (163 reviews) | Not enough data | 
| **Data Workflows** | 9.2 (194 reviews) | Not enough data | 

#### Generative AI

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **AI Text Generation** | 6.6 (29 reviews) | Not enough data | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 9.8/10 | 25 |
| **IBM SPSS Modeler** | N/A | N/A |

#### Management

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Reporting** | Not enough data | Not enough data | 
| **Auditing** | Not enough data | Not enough data | 

#### Functionality

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Extraction** | Not enough data | Not enough data | 
| **Transformation** | 10.0 (11 reviews) | Not enough data | 
| **Loading** | Not enough data | Not enough data | 
| **Automation** | 9.6 (13 reviews) | Not enough data | 
| **Scalability** | Not enough data | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 7.9/10 | 66 |
| **IBM SPSS Modeler** | 7.6/10 | 17 |

#### System

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Data Ingestion & Wrangling** | 9.1 (52 reviews) | 7.9 (15 reviews) | 

#### Model Development

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Language Support** | 7.9 (42 reviews) | 8.2 (12 reviews) | 
| **Drag and Drop** | 8.9 (53 reviews) | 8.2 (13 reviews) | 
| **Pre-Built Algorithms** | 8.0 (47 reviews) | 8.3 (14 reviews) | 
| **Model Training** | 8.1 (45 reviews) | 8.5 (14 reviews) | 

#### Model Development

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Feature Engineering** | 8.4 (49 reviews) | 7.1 (16 reviews) | 

#### Machine/Deep Learning Services

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Computer Vision** | 7.9 (36 reviews) | 7.3 (11 reviews) | 
| **Natural Language Processing** | 7.9 (34 reviews) | 7.5 (12 reviews) | 
| **Natural Language Generation** | 8.0 (32 reviews) | 6.9 (12 reviews) | 
| **Artificial Neural Networks** | 7.9 (32 reviews) | 8.1 (13 reviews) | 

#### Machine/Deep Learning Services

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Natural Language Understanding** | 7.9 (34 reviews) | 6.4 (12 reviews) | 
| **Deep Learning** | 7.8 (31 reviews) | 6.7 (13 reviews) | 

#### Deployment

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Managed Service** | Feature Not Available | 7.4 (13 reviews) | 
| **Application** | 8.4 (43 reviews) | 8.6 (12 reviews) | 
| **Scalability** | 8.5 (45 reviews) | 7.6 (15 reviews) | 

#### Generative AI

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **AI Text Generation** | 6.8 (10 reviews) | Not enough data | 
| **AI Text Summarization** | 6.3 (9 reviews) | Not enough data | 
| **AI Text-to-Image** | 7.2 (10 reviews) | Not enough data | 

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

| Feature | Alteryx | 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 | 

### Natural Language Generation (NLG)

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **IBM SPSS Modeler** | N/A | N/A |

#### Data Ingestion

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Big Data Processing** | Not enough data | Not enough data | 
| **Unstructed Data Processing** | Not enough data | Not enough data | 
| **Processing of Various File Types** | Not enough data | Not enough data | 

#### Presentation

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Report Creation** | Not enough data | Not enough data | 
| **Charts and Graphs** | Not enough data | Not enough data | 
| **Tailored Content** | Not enough data | Not enough data | 

#### System

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Programming Language Support** | Not enough data | Not enough data | 
| **Drag and Drop** | Not enough data | Not enough data | 
| **Pre-Built Algorithms** | Not enough data | Not enough data | 
| **Customizable Models** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 

### Machine Learning

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **IBM SPSS Modeler** | N/A | N/A |

#### Integration - Machine Learning

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Integration** | Not enough data | Not enough data | 

#### Learning - Machine Learning

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Training Data** | Not enough data | Not enough data | 
| **Actionable Insights** | Not enough data | Not enough data | 
| **Algorithm** | Not enough data | Not enough data | 

### Low-Code Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **IBM SPSS Modeler** | N/A | N/A |

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

| Feature | Alteryx | 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 | Alteryx | 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 | 

### Agentic Analytics

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **IBM SPSS Modeler** | N/A | N/A |

#### Data Connectivity and Prep - Agentic Analytics

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Data Source Connectivity** | Not enough data | Not enough data | 
| **Automated Data Preparation** | Not enough data | Not enough data | 

#### Autonomous Insight Generation - Agentic Analytics

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Continuous Pattern Detection** | Not enough data | Not enough data | 
| **Multi‑Step Reasoning** | Not enough data | Not enough data | 
| **Predictive & Prescriptive Analytics** | Not enough data | Not enough data | 

#### Interaction and Workflow - Agentic Analytics

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

#### AI Agent Management - Agentic Analytics

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Agent Configuration & Goals** | Not enough data | Not enough data | 
| **Continuous Learning & Feedback** | Not enough data | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 8.3/10 | 87 |
| **IBM SPSS Modeler** | 7.9/10 | 87 |

#### Statistical Tool

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Scripting** | 8.5 (60 reviews) | 7.5 (58 reviews) | 
| **Data Mining** | 8.6 (60 reviews) | 8.3 (49 reviews) | 
| **Algorithms** | 8.3 (60 reviews) | 8.0 (61 reviews) | 

#### Data Analysis

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Analysis** | 9.1 (67 reviews) | 8.3 (69 reviews) | 
| **Data Interaction** | 9.1 (65 reviews) | 8.4 (68 reviews) | 

#### Decision Making

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Modeling** | 8.6 (63 reviews) | 8.4 (71 reviews) | 
| **Data Visualizations** | 7.4 (66 reviews) | 7.5 (68 reviews) | 
| **Report Generation** | 8.3 (69 reviews) | 7.8 (64 reviews) | 
| **Data Unification** | 9.1 (64 reviews) | Feature Not Available | 

#### Generative AI

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **AI Text Generation** | 7.0 (14 reviews) | 7.3 (5 reviews) | 
| **AI Text Summarization** | 7.2 (15 reviews) | 7.3 (5 reviews) | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 8.5/10 | 105 |
| **IBM SPSS Modeler** | N/A | N/A |

#### Data Transformation

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

#### Connectivity

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

#### Operations

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Data Visualization** | 7.7 (74 reviews) ✓ Verified | Not enough data | 
| **Data Workflow** | 9.2 (86 reviews) ✓ Verified | Not enough data | 
| **Governed Discovery** | 8.4 (60 reviews) ✓ Verified | Not enough data | 
| **Embedded Analytics** | 8.7 (62 reviews) ✓ Verified | Not enough data | 
| **Notebooks** | 8.1 (56 reviews) ✓ Verified | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 8.3/10 | 209 |
| **IBM SPSS Modeler** | N/A | N/A |

#### Building Reports

| Feature | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Data Transformation** | 9.2 (180 reviews) ✓ Verified | Not enough data | 
| **Data Modeling** | 8.8 (140 reviews) ✓ Verified | Not enough data | 
| **WYSIWYG Report Design** | 7.5 (109 reviews) ✓ Verified | Not enough data | 
| **Integration APIs** | 7.8 (116 reviews) ✓ Verified | Not enough data | 

#### Platform

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

---
## Categories
**Shared Categories (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 Alteryx (11):** [Emerging AI Software](https://www.g2.com/categories/emerging-ai-software), [Data Preparation Software](https://www.g2.com/categories/data-preparation), [Location Intelligence Software](https://www.g2.com/categories/location-intelligence), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [ETL Tools](https://www.g2.com/categories/etl-tools), [Natural Language Generation (NLG) Software](https://www.g2.com/categories/natural-language-generation-nlg), [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics), [Machine Learning Software](https://www.g2.com/categories/machine-learning), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Agentic Analytics Software](https://www.g2.com/categories/agentic-analytics), [ Low-Code Machine Learning Platforms Software](https://www.g2.com/categories/low-code-machine-learning-platforms)



---
## Reviewer Demographics

### By Company Size

| Segment | Alteryx | IBM SPSS Modeler | 
|---|---|---|
| **Small-Business** | 14.3% | 21.3% | 
| **Mid-Market** | 20.8% | 23.6% | 
| **Enterprise** | 64.9% | 55.1% | 

### By Industry

#### Alteryx

- **Financial Services:** 12.5%
- **Accounting:** 10.5%
- **Information Technology and Services:** 6.8%
- **Banking:** 5.8%
- **Insurance:** 4.5%
- **Hospital & Health Care:** 3.5%
- **Computer Software:** 3.4%
- **Marketing and Advertising:** 3.3%
- **Management Consulting:** 3.3%
- **Retail:** 2.9%
- **Other:** 43.6%

#### 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 Alteryx

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3657 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (201 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (519 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (797 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (756 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.2/5 stars (603 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)

### Alternatives to IBM SPSS Modeler

- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (519 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 (201 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 (910 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3657 reviews)
- [MATLAB](https://www.g2.com/products/matlab/reviews) — 4.5/5 stars (771 reviews)
- [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (692 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)

---
## Top Discussions

### Alteryx

- Title: [What's the one thing that Alteryx brings to the play which other platforms lack?](https://www.g2.com/discussions/26984-what-s-the-one-thing-that-alteryx-brings-to-the-play-which-other-platforms-lack) — 3 comments
  > **Top comment:** "A very vibrant and helpful community."
- Title: [Is there a free trial of Alteryx One to test its core capabilities before committing?](https://www.g2.com/discussions/is-there-a-free-trial-of-alteryx-one-to-test-its-core-capabilities-before-committing) — 1 comment, 1 upvote
  > **Top comment:** "<p>What’s the best way to validate Alteryx’s value during an evaluation period before rollout?</p>"
- Title: [Does Alteryx One meet major enterprise security, governance, and data-privacy standards such as GDPR, SOC 2, or HIPAA, depending on deployment?](https://www.g2.com/discussions/does-alteryx-one-meet-major-enterprise-security-governance-and-data-privacy-standards-such-as-gdpr-soc-2-or-hipaa-depending-on-deployment) — 1 comment, 1 upvote
  > **Top comment:** "<p>How much control do admins have over user access, data permissions, and governance in Alteryx One?</p>"
- Title: [How regularly does Alteryx deliver new features and platform updates that support enterprise-scale analytics?](https://www.g2.com/discussions/how-regularly-does-alteryx-deliver-new-features-and-platform-updates-that-support-enterprise-scale-analytics) — 1 comment, 1 upvote
  > **Top comment:** "Comment deleted by user."
- Title: [How well does Alteryx support global teams that need collaborative workflows, shared assets, and consistent access across regions?](https://www.g2.com/discussions/how-well-does-alteryx-support-global-teams-that-need-collaborative-workflows-shared-assets-and-consistent-access-across-regions) — 1 comment, 1 upvote
  > **Top comment:** "Comment deleted by user."

### 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/alteryx-vs-ibm-spss-modeler)