# IBM SPSS Statistics, Tableau, JMP vs KNIME Comparison

| | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Star Rating** | 4.2 out of 5 | 4.4 out of 5 | 4.5 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 928 | 3,651 | 213 | 83 | 
| **Largest Market Segment** | Enterprise (42.9% of reviews) | Enterprise (42.2% of reviews) | Enterprise (42.4% of reviews) | Enterprise (43.2% of reviews) | 
| **Entry Level Price** | Starting at $1,188.00 1 User Per Year | $75.00 1 User Per Month | $1,390.00 1 Users Per Year | Free | 

---
## Top Pros & Cons

### IBM SPSS Statistics

Pros:
- Ease of Use (33 reviews)
- Statistical Analysis (19 reviews)

Cons:
- Expensive (19 reviews)
- Poor Visualization (12 reviews)

### Tableau

Pros:
- Ease of Use (634 reviews)
- Data Visualization (563 reviews)

Cons:
- Learning Curve (282 reviews)
- Learning Difficulty (240 reviews)

### JMP

Pros:
- Ease of Use (10 reviews)
- Data Visualization (9 reviews)

Cons:
- Expensive (6 reviews)
- Learning Curve (4 reviews)

### KNIME

Pros:
- Ease of Use (8 reviews)
- Coding Ease (4 reviews)

Cons:
- Learning Difficulty (3 reviews)
- Memory Usage (3 reviews)

---
## Ratings Comparison
| Rating | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
  | **Meets Requirements** | 8.5 (786 reviews) | 8.8 (2556 reviews) | 8.8 (175 reviews) | 8.6 (73 reviews) | 
  | **Ease of Use** | 7.9 (790 reviews) | 8.3 (2953 reviews) | 8.3 (176 reviews) | 8.3 (73 reviews) | 
  | **Ease of Setup** | 7.9 (178 reviews) | 8.3 (1614 reviews) | 8.6 (52 reviews) | 8.0 (30 reviews) | 
  | **Ease of Admin** | 7.6 (134 reviews) | 8.2 (807 reviews) | 8.6 (28 reviews) | 7.9 (16 reviews) | 
  | **Quality of Support** | 7.6 (595 reviews) | 8.3 (2190 reviews) | 8.7 (151 reviews) | 8.2 (65 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.0 (129 reviews) | 8.6 (786 reviews) | 8.9 (29 reviews) | 8.1 (14 reviews) | 
  | **Product Direction (% positive)** | 6.5 (762 reviews) | 8.8 (2512 reviews) | 8.3 (170 reviews) | 8.5 (71 reviews) | 

---
## Pricing

### IBM SPSS Statistics

#### Entry-Level Pricing

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

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

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

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

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

#### Free Trial

Yes

### Tableau

#### Entry-Level Pricing

Plan: Tableau Standard

Price: $75.00 1 User Per Month

Description: A comprehensive edition to help you explore and understand your data.

Key Features:
- Each additional license starts as low as $15 / user / month

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

#### Free Trial

Yes

### JMP

#### Entry-Level Pricing

Plan: JMP

Price: $1,390.00 1 Users Per Year

Description: JMP for Windows or Mac. 
Corporate licenses available at bulk discounts.  
Key features include:

Key Features:
- Data Acquisition and Cleanup
- Design of Experiments
- Reliability Analysis

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

#### Free Trial

Yes

### KNIME

#### Entry-Level Pricing

Plan: KNIME Analytics Platform

Price: Free

Description: Build and run workflows locally on your desktop

Key Features:
- Connect to 300+ data sources and services
- Process & analyze data of any size or type — numerical, categorical, text, images, time-series, or even molecule or network data
- Perform analytics of any complexity — from simple analytics to statistical analysis to leveraging machine learning and GenAI

[Browse all 4 editions](https://www.g2.com/products/knime-analytics-platform/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **IBM SPSS Statistics** | N/A | N/A |
| **Tableau** | 8.5/10 | 2075 |
| **JMP** | 8.2/10 | 112 |
| **KNIME** | N/A | N/A |

#### Reports

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Reports Interface** | Not enough data | 8.7 (1802 reviews) ✓ Verified | 8.1 (80 reviews) | Not enough data | 
| **Steps to Answer** | Not enough data | 8.3 (1601 reviews) ✓ Verified | 7.9 (77 reviews) | Not enough data | 
| **Graphs and Charts** | Not enough data | 9.1 (1846 reviews) ✓ Verified | 8.6 (102 reviews) | Not enough data | 
| **Score Cards** | Not enough data | 8.6 (1371 reviews) | 8.0 (57 reviews) | Not enough data | 
| **Dashboards** | Not enough data | 9.1 (1829 reviews) ✓ Verified | 8.1 (79 reviews) | Not enough data | 

#### Self Service 

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Calculated Fields** | Not enough data | 8.5 (1705 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Column Filtering** | Not enough data | 8.7 (1720 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | 8.5 (1661 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Search** | Not enough data | 8.2 (1422 reviews) | Not enough data | Not enough data | 
| **Collaboration / Workflow** | Not enough data | 8.2 (1529 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Automodeling** | Not enough data | 7.9 (1325 reviews) ✓ Verified | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Predictive Analytics** | Not enough data | 7.8 (1286 reviews) | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | 9.2 (1825 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Big Data Services** | Not enough data | 8.1 (1327 reviews) | Not enough data | Not enough data | 

#### Building Reports

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Data Transformation** | Not enough data | 8.3 (1008 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | 8.2 (964 reviews) ✓ Verified | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | 8.3 (854 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | 8.1 (840 reviews) ✓ Verified | Not enough data | Not enough data | 

#### Platform

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

### Data Visualization

| Product | Score | Reviews |
|---|---|---|
| **IBM SPSS Statistics** | N/A | N/A |
| **Tableau** | N/A | N/A |
| **JMP** | 8.1/10 | 112 |
| **KNIME** | N/A | N/A |

#### Reports

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Reports Interface** | Not enough data | 8.7 (1802 reviews) ✓ Verified | 8.1 (80 reviews) | Not enough data | 
| **Steps to Answer** | Not enough data | 8.3 (1601 reviews) ✓ Verified | 7.9 (77 reviews) | Not enough data | 
| **Graphs and Charts** | Not enough data | 9.1 (1846 reviews) ✓ Verified | 8.6 (102 reviews) | Not enough data | 
| **Score Cards** | Not enough data | 8.6 (1371 reviews) | 8.0 (57 reviews) | Not enough data | 
| **Dashboards** | Not enough data | 9.1 (1829 reviews) ✓ Verified | 8.1 (79 reviews) | Not enough data | 

#### Reports

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Reports Interface** | Not enough data | Not enough data | 8.1 (53 reviews) | Not enough data | 
| **Share Reports** | Not enough data | Not enough data | 7.9 (47 reviews) | Not enough data | 
| **Steps to Answer** | Not enough data | Not enough data | 8.4 (51 reviews) | Not enough data | 

#### Generative AI

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Feature Not Available | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Feature Not Available | Not enough data | 

#### Visualization

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Graphs and Charts** | Not enough data | Not enough data | 8.9 (62 reviews) | Not enough data | 
| **Score Cards** | Not enough data | Not enough data | Feature Not Available | Not enough data | 
| **Dashboards** | Not enough data | Not enough data | 8.4 (55 reviews) | Not enough data | 
| **Formats** | Not enough data | Not enough data | 8.1 (52 reviews) | Not enough data | 

#### Data Updates

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Historical Snapshots** | Not enough data | Not enough data | 8.1 (44 reviews) | Not enough data | 
| **Real-Time Updating** | Not enough data | Not enough data | 7.8 (48 reviews) | Not enough data | 

#### Collaboration

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Sharing** | Not enough data | Not enough data | 7.8 (48 reviews) | Not enough data | 
| **Co-Editing** | Not enough data | Not enough data | Feature Not Available | Not enough data | 
| **Devices** | Not enough data | Not enough data | Feature Not Available | Not enough data | 

#### Data Updates

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Historical Snapshots** | Not enough data | Not enough data | 7.8 (44 reviews) | Not enough data | 
| **Real-Time Updating** | Not enough data | Not enough data | Feature Not Available | Not enough data | 
| **Email Reports** | Not enough data | Not enough data | 8.0 (41 reviews) | Not enough data | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **IBM SPSS Statistics** | N/A | N/A |
| **Tableau** | 8.1/10 | 2119 |
| **JMP** | N/A | N/A |
| **KNIME** | N/A | N/A |

#### Reports

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Reports Interface** | Not enough data | 8.7 (1802 reviews) ✓ Verified | 8.1 (80 reviews) | Not enough data | 
| **Steps to Answer** | Not enough data | 8.3 (1601 reviews) ✓ Verified | 7.9 (77 reviews) | Not enough data | 
| **Graphs and Charts** | Not enough data | 9.1 (1846 reviews) ✓ Verified | 8.6 (102 reviews) | Not enough data | 
| **Score Cards** | Not enough data | 8.6 (1371 reviews) | 8.0 (57 reviews) | Not enough data | 
| **Dashboards** | Not enough data | 9.1 (1829 reviews) ✓ Verified | 8.1 (79 reviews) | Not enough data | 

#### Data Preparation

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Connectors** | Not enough data | 8.6 (893 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Governance** | Not enough data | 8.4 (848 reviews) ✓ Verified | Not enough data | Not enough data | 

#### Data Modeling and Blending

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Data Querying** | Not enough data | 8.5 (888 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Filtering** | Not enough data | 8.8 (915 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | 8.6 (895 reviews) ✓ Verified | Not enough data | Not enough data | 

#### Generative AI

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | 7.4 (423 reviews) | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | 7.5 (447 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Analytics Platforms

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.4 (126 reviews) | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | 7.5 (129 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | 7.8 (132 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | 7.6 (125 reviews) | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | 7.7 (122 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | 7.4 (122 reviews) | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | 7.8 (128 reviews) | Not enough data | Not enough data | 

#### Self Service 

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Calculated Fields** | Not enough data | 8.5 (1705 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Column Filtering** | Not enough data | 8.7 (1720 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | 8.5 (1661 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Search** | Not enough data | 8.2 (1422 reviews) | Not enough data | Not enough data | 
| **Collaboration / Workflow** | Not enough data | 8.2 (1529 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Automodeling** | Not enough data | 7.9 (1325 reviews) ✓ Verified | Not enough data | Not enough data | 

#### Deployment & Integration - Analytics Platforms

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **No-code Dashboard Builder** | Not enough data | 8.7 (162 reviews) | Not enough data | Not enough data | 
| **Report Scheduling and Automation** | Not enough data | 8.4 (112 reviews) | Not enough data | Not enough data | 
| **Embedded Analytics and White-labeling** | Not enough data | 8.0 (105 reviews) | Not enough data | Not enough data | 
| **Data Source Connectivity** | Not enough data | 8.6 (151 reviews) | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Predictive Analytics** | Not enough data | 7.8 (1286 reviews) | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | 9.2 (1825 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Big Data Services** | Not enough data | 8.1 (1327 reviews) | Not enough data | Not enough data | 

#### Performance & Scalability - Analytics Platforms

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Large data handling and Query Speed** | Not enough data | 7.5 (180 reviews) | Not enough data | Not enough data | 
| **Concurrent User Support** | Not enough data | 8.2 (107 reviews) | Not enough data | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Data Modeling and Governance** | Not enough data | 8.2 (107 reviews) | Not enough data | Not enough data | 
| **Notebook and Script Integration** | Not enough data | 8.0 (101 reviews) | Not enough data | Not enough data | 
| **Built-in Predictive and Statistical Models** | Not enough data | 7.8 (106 reviews) | Not enough data | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Auto-generated Insights and Narratives** | Not enough data | 7.6 (102 reviews) | Not enough data | Not enough data | 
| **Natural Language Queries** | Not enough data | 7.6 (103 reviews) | Not enough data | Not enough data | 
| **Proactive KPI Monitoring and Alerts** | Not enough data | 7.8 (102 reviews) | Not enough data | Not enough data | 
| **AI Agents for Analytical Follow-ups** | Not enough data | 7.6 (101 reviews) | Not enough data | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Not enough data | 7.7 (102 reviews) | Not enough data | Not enough data | 
| **Role-based Insight Personalization** | Not enough data | 7.9 (107 reviews) | Not enough data | Not enough data | 
| **Conversational and Prompt-based Analytics** | Not enough data | 7.7 (101 reviews) | Not enough data | Not enough data | 

#### Building Reports

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Data Transformation** | Not enough data | 8.3 (1008 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | 8.2 (964 reviews) ✓ Verified | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | 8.3 (854 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | 8.1 (840 reviews) ✓ Verified | Not enough data | Not enough data | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **IBM SPSS Statistics** | N/A | N/A |
| **Tableau** | 8.5/10 | 2065 |
| **JMP** | N/A | N/A |
| **KNIME** | N/A | N/A |

#### Reports

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Reports Interface** | Not enough data | 8.7 (1802 reviews) ✓ Verified | 8.1 (80 reviews) | Not enough data | 
| **Steps to Answer** | Not enough data | 8.3 (1601 reviews) ✓ Verified | 7.9 (77 reviews) | Not enough data | 
| **Graphs and Charts** | Not enough data | 9.1 (1846 reviews) ✓ Verified | 8.6 (102 reviews) | Not enough data | 
| **Score Cards** | Not enough data | 8.6 (1371 reviews) | 8.0 (57 reviews) | Not enough data | 
| **Dashboards** | Not enough data | 9.1 (1829 reviews) ✓ Verified | 8.1 (79 reviews) | Not enough data | 

#### Self Service 

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Calculated Fields** | Not enough data | 8.5 (1705 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Column Filtering** | Not enough data | 8.7 (1720 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | 8.5 (1661 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Search** | Not enough data | 8.2 (1422 reviews) | Not enough data | Not enough data | 
| **Collaboration / Workflow** | Not enough data | 8.2 (1529 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Automodeling** | Not enough data | 7.9 (1325 reviews) ✓ Verified | Not enough data | Not enough data | 

#### Building Reports

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Data Transformation** | Not enough data | 8.3 (1008 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | 8.2 (964 reviews) ✓ Verified | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | 8.3 (854 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | 8.1 (840 reviews) ✓ Verified | Not enough data | Not enough data | 

### Location Intelligence

| Product | Score | Reviews |
|---|---|---|
| **IBM SPSS Statistics** | N/A | N/A |
| **Tableau** | 9.2/10 | 32 |
| **JMP** | N/A | N/A |
| **KNIME** | N/A | N/A |

#### Cartography

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Map Design** | Not enough data | 9.3 (25 reviews) | Not enough data | Not enough data | 
| **Vector Mapping ** | Not enough data | 9.2 (25 reviews) | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | 9.6 (28 reviews) | Not enough data | Not enough data | 
| **Overlaying** | Not enough data | 9.4 (26 reviews) | Not enough data | Not enough data | 

#### Analysis

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Predictive Analysis** | Not enough data | 9.0 (28 reviews) | Not enough data | Not enough data | 
| **Distance Analysis ** | Not enough data | 9.2 (26 reviews) | Not enough data | Not enough data | 
| **Spatial Analysis** | Not enough data | 9.2 (26 reviews) | Not enough data | Not enough data | 
| **Data Stream** | Not enough data | 9.0 (27 reviews) | Not enough data | Not enough data | 

#### Reporting

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Data Transformation** | Not enough data | 9.3 (27 reviews) | Not enough data | Not enough data | 
| **WYSIWYG Design** | Not enough data | 9.1 (25 reviews) | Not enough data | Not enough data | 
| **API Integrations** | Not enough data | 9.1 (25 reviews) | Not enough data | Not enough data | 

### Data Preparation

| Product | Score | Reviews |
|---|---|---|
| **IBM SPSS Statistics** | N/A | N/A |
| **Tableau** | 8.3/10 | 270 |
| **JMP** | N/A | N/A |
| **KNIME** | N/A | N/A |

#### Data Source Access

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Breadth of Data Sources** | Not enough data | 8.7 (233 reviews) | Not enough data | Not enough data | 
| **Ease of Data Connectivity** | Not enough data | 8.8 (238 reviews) | Not enough data | Not enough data | 
| **API Connectivity** | Not enough data | 8.2 (228 reviews) | Not enough data | Not enough data | 

#### Data Interaction

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Profiling and Classification** | Not enough data | 8.2 (226 reviews) | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | 8.1 (229 reviews) | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | 8.3 (229 reviews) | Not enough data | Not enough data | 
| **Data Joining** | Not enough data | 8.5 (233 reviews) | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | 8.3 (231 reviews) | Not enough data | Not enough data | 
| **Data Quality and Cleansing** | Not enough data | 8.3 (228 reviews) | Not enough data | Not enough data | 
| **Data Sharing** | Not enough data | 8.4 (227 reviews) | Not enough data | Not enough data | 
| **Data Governance** | Not enough data | 8.2 (226 reviews) | Not enough data | Not enough data | 

#### Data Exporting

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Breadth of Integrations** | Not enough data | 8.5 (221 reviews) | Not enough data | Not enough data | 
| **Ease of Integrations** | Not enough data | 8.4 (225 reviews) | Not enough data | Not enough data | 
| **Data Workflows** | Not enough data | 8.4 (223 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | 7.4 (217 reviews) | Not enough data | Not enough data | 

### Insurance Analytics

| Product | Score | Reviews |
|---|---|---|
| **IBM SPSS Statistics** | N/A | N/A |
| **Tableau** | 9.1/10 | 66 |
| **JMP** | N/A | N/A |
| **KNIME** | N/A | N/A |

#### Additional Functionality

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Cloud** | Not enough data | 8.9 (61 reviews) | Not enough data | Not enough data | 
| **Dashboard** | Not enough data | 9.3 (62 reviews) | Not enough data | Not enough data | 

#### Basics

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Reporting** | Not enough data | 9.2 (61 reviews) | Not enough data | Not enough data | 

#### Content

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Automation** | Not enough data | 8.9 (58 reviews) | Not enough data | Not enough data | 

#### Data

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Visualization** | Not enough data | 9.3 (60 reviews) | Not enough data | Not enough data | 

#### Interoperability

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Pre-Built Connectors** | Not enough data | 8.9 (58 reviews) | Not enough data | Not enough data | 

#### Performance

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Reporting** | Not enough data | 9.2 (61 reviews) | Not enough data | Not enough data | 

### Statistical Analysis

| Product | Score | Reviews |
|---|---|---|
| **IBM SPSS Statistics** | 8.5/10 | 250 |
| **Tableau** | N/A | N/A |
| **JMP** | 8.6/10 | 115 |
| **KNIME** | 8.5/10 | 29 |

#### Administration

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Quality Control** | 8.5 (190 reviews) | Not enough data | 8.6 (91 reviews) | 8.3 (24 reviews) | 
| **Data Sampling** | 8.7 (204 reviews) | Not enough data | 8.8 (94 reviews) | 8.7 (26 reviews) | 
| **Collaboration** | Feature Not Available | Not enough data | 8.0 (76 reviews) | 8.6 (25 reviews) | 

#### Capabilities

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Data Visualization** | 7.8 (224 reviews) | Not enough data | 9.0 (106 reviews) | 8.6 (26 reviews) | 
| **Survival Analysis** | 8.4 (185 reviews) | Not enough data | 8.7 (72 reviews) | 8.4 (23 reviews) | 
| **Risk Data Attributes** | 8.1 (168 reviews) | Not enough data | 8.2 (73 reviews) | 8.6 (23 reviews) | 
| **Cost Analysis** | 8.2 (165 reviews) | Not enough data | 8.0 (64 reviews) | 7.9 (21 reviews) | 

#### Methodology

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **ANOVA Support** | 9.0 (204 reviews) | Not enough data | 9.0 (94 reviews) | 8.3 (21 reviews) | 
| **Regression** | 9.2 (219 reviews) | Not enough data | 9.2 (100 reviews) | 8.7 (25 reviews) | 
| **Time Series Analysis** | 8.8 (189 reviews) | Not enough data | 8.6 (89 reviews) | 8.5 (24 reviews) | 

#### Generative AI

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **AI Text Generation** | Feature Not Available | Not enough data | Feature Not Available | Not enough data | 
| **AI Text Summarization** | Feature Not Available | Not enough data | Feature Not Available | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **IBM SPSS Statistics** | N/A | N/A |
| **Tableau** | N/A | N/A |
| **JMP** | N/A | N/A |
| **KNIME** | 8.2/10 | 27 |

#### System

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | Not enough data | Not enough data | 9.0 (18 reviews) | 

#### Model Development

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Language Support** | Not enough data | Not enough data | Not enough data | 8.4 (16 reviews) | 
| **Drag and Drop** | Not enough data | Not enough data | Not enough data | 9.2 (18 reviews) | 
| **Pre-Built Algorithms** | Not enough data | Not enough data | Not enough data | 8.2 (15 reviews) | 
| **Model Training** | Not enough data | Not enough data | Not enough data | 8.2 (14 reviews) | 

#### Model Development

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Feature Engineering** | Not enough data | Not enough data | Not enough data | 8.2 (16 reviews) | 

#### Machine/Deep Learning Services

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Computer Vision** | Not enough data | Not enough data | Not enough data | 7.5 (10 reviews) | 
| **Natural Language Processing** | Not enough data | Not enough data | Not enough data | 8.3 (13 reviews) | 
| **Natural Language Generation** | Not enough data | Not enough data | Not enough data | 7.9 (11 reviews) | 
| **Artificial Neural Networks** | Not enough data | Not enough data | Not enough data | 7.4 (11 reviews) | 

#### Machine/Deep Learning Services

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Natural Language Understanding** | Not enough data | Not enough data | Not enough data | 8.0 (14 reviews) | 
| **Deep Learning** | Not enough data | Not enough data | Not enough data | 7.8 (13 reviews) | 

#### Deployment

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Managed Service** | Not enough data | Not enough data | Not enough data | 8.2 (14 reviews) | 
| **Application** | Not enough data | Not enough data | Not enough data | 8.7 (15 reviews) | 
| **Scalability** | Not enough data | Not enough data | Not enough data | 8.4 (18 reviews) | 

#### Generative AI

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **AI Text-to-Image** | Not enough data | Not enough data | Not enough data | Not enough data | 

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

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 8.0 (5 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Low-Code Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **IBM SPSS Statistics** | N/A | N/A |
| **Tableau** | N/A | N/A |
| **JMP** | N/A | N/A |
| **KNIME** | N/A | N/A |

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

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Automatic Data Profiling & Quality Assessment** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Multi‑Source Connector Support** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Schema Drift / Change Detection** | Not enough data | Not enough data | Not enough data | Not enough data | 

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

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Guided Algorithm & Hyperparameter Recommendation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Code Extensibility** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Automated Feature Engineering** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Semantic Layer Tools

| Product | Score | Reviews |
|---|---|---|
| **IBM SPSS Statistics** | N/A | N/A |
| **Tableau** | N/A | N/A |
| **JMP** | N/A | N/A |
| **KNIME** | N/A | N/A |

#### Deployment & Integration - Semantic Layer Tools

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Multi-Environment & Multi-Cloud Support** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Open API & SDK Integration** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Data Connectivity & Federation - Semantic Layer Tools

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Cross-Source Query Federation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Dynamic Schema & Metadata Adaptation** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Data Modeling & Metrics - Semantic Layer Tools

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Derived & Calculated Metrics** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Time Intelligence Functions** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Performance Optimization - Semantic Layer Tools

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Query Caching & Acceleration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Adaptive Query Optimization** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Governance - Semantic Layer Tools

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **AI Governance & Observability** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Metric Lineage for AI Training Data** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Version Control & Change Impact Analysis** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Advanced Intelligence - Semantic Layer Tools

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Natural Language Query Interface** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Semantic Layer for AI/ML Models** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Recommendation Engine** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Agentic AI Enablement - Semantic Layer Tools

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Agentic Query Orchestration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Contextual Reasoning Layer** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Workflow Automation via Semantic Agents** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Agentic Analytics

| Product | Score | Reviews |
|---|---|---|
| **IBM SPSS Statistics** | N/A | N/A |
| **Tableau** | N/A | N/A |
| **JMP** | N/A | N/A |
| **KNIME** | N/A | N/A |

#### Data Connectivity and Prep - Agentic Analytics

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Data Source Connectivity** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Automated Data Preparation** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Autonomous Insight Generation - Agentic Analytics

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Continuous Pattern Detection** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Multi‑Step Reasoning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Predictive & Prescriptive Analytics** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Interaction and Workflow - Agentic Analytics

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Natural Language Query and Conversational Analytics** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Action Triggering & Workflow Orchestration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Explainability & Audit Trails** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### AI Agent Management - Agentic Analytics

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Agent Configuration & Goals** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Continuous Learning & Feedback** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **IBM SPSS Statistics** | 8.3/10 | 337 |
| **Tableau** | 8.6/10 | 293 |
| **JMP** | 9.0/10 | 31 |
| **KNIME** | 8.0/10 | 45 |

#### Statistical Tool

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Scripting** | 7.2 (207 reviews) | 8.4 (252 reviews) | 8.7 (23 reviews) | 8.0 (37 reviews) | 
| **Data Mining** | Feature Not Available | 8.4 (254 reviews) | 9.0 (27 reviews) | 8.2 (42 reviews) | 
| **Algorithms** | 7.7 (210 reviews) | 8.4 (244 reviews) | 8.7 (25 reviews) | 8.2 (40 reviews) | 

#### Data Analysis

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Analysis** | 8.9 (322 reviews) | 9.0 (275 reviews) | 9.3 (28 reviews) | 8.4 (34 reviews) | 
| **Data Interaction** | Feature Not Available | 8.9 (269 reviews) | 9.1 (29 reviews) | 8.4 (43 reviews) | 

#### Decision Making

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Modeling** | 7.7 (247 reviews) | 8.7 (259 reviews) | 8.8 (26 reviews) | 8.3 (31 reviews) | 
| **Data Visualizations** | 7.0 (301 reviews) | 9.4 (275 reviews) | 9.4 (29 reviews) | 8.0 (41 reviews) | 
| **Report Generation** | 7.5 (268 reviews) | 9.1 (268 reviews) | 8.5 (28 reviews) | 7.9 (39 reviews) | 
| **Data Unification** | Feature Not Available | 8.7 (262 reviews) | 9.1 (23 reviews) | 8.4 (40 reviews) | 

#### Generative AI

| Feature | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | 8.0 (176 reviews) | Feature Not Available | 7.2 (6 reviews) | 
| **AI Text Summarization** | Not enough data | 7.9 (175 reviews) | Feature Not Available | 7.2 (6 reviews) | 

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

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

**Unique to Tableau (7):** [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools), [Insurance Analytics Software](https://www.g2.com/categories/insurance-analytics), [Data Preparation Software](https://www.g2.com/categories/data-preparation), [Location Intelligence Software](https://www.g2.com/categories/location-intelligence), [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Agentic Analytics Software](https://www.g2.com/categories/agentic-analytics)

**Unique to JMP (2):** [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis), [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools)

**Unique to KNIME (3):** [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [ Low-Code Machine Learning Platforms Software](https://www.g2.com/categories/low-code-machine-learning-platforms)


---
## Reviewer Demographics

### By Company Size

| Segment | IBM SPSS Statistics | Tableau | JMP | KNIME | 
|---|---|---|---|---|
| **Small-Business** | 27.5% | 21.1% | 32.2% | 24.7% | 
| **Mid-Market** | 29.6% | 36.7% | 25.4% | 32.1% | 
| **Enterprise** | 42.9% | 42.2% | 42.4% | 43.2% | 

### By Industry

#### IBM SPSS Statistics

- **Higher Education:** 26.4%
- **Research:** 16.4%
- **Education Management:** 7.6%
- **Market Research:** 7.5%
- **Hospital & Health Care:** 6.6%
- **Information Technology and Services:** 4.1%
- **Computer Software:** 1.7%
- **Health, Wellness and Fitness:** 1.6%
- **Banking:** 1.6%
- **Non-Profit Organization Management:** 1.4%
- **Other:** 25.3%

#### Tableau

- **Information Technology and Services:** 11.7%
- **Computer Software:** 7.5%
- **Financial Services:** 7.1%
- **Hospital & Health Care:** 4.4%
- **Marketing and Advertising:** 4.3%
- **Higher Education:** 3.9%
- **Telecommunications:** 3.3%
- **Education Management:** 2.8%
- **Internet:** 2.7%
- **Insurance:** 2.6%
- **Other:** 49.7%

#### JMP

- **Higher Education:** 12.7%
- **Information Technology and Services:** 9.8%
- **Research:** 9.3%
- **Pharmaceuticals:** 6.8%
- **Semiconductors:** 5.9%
- **Biotechnology:** 5.9%
- **Chemicals:** 4.4%
- **Electrical/Electronic Manufacturing:** 2.9%
- **Education Management:** 2.4%
- **Automotive:** 2.4%
- **Other:** 37.6%

#### KNIME

- **Information Technology and Services:** 27.8%
- **Higher Education:** 10.1%
- **Research:** 5.1%
- **Financial Services:** 5.1%
- **Accounting:** 3.8%
- **Banking:** 3.8%
- **E-Learning:** 3.8%
- **Internet:** 2.5%
- **Insurance:** 2.5%
- **Hospital & Health Care:** 2.5%
- **Other:** 32.9%

---
## Alternatives

### Alternatives to IBM SPSS Statistics

- [Minitab Statistical Software](https://www.g2.com/products/minitab-statistical-software/reviews) — 4.6/5 stars (225 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 (809 reviews)
- [GraphPad Prism](https://www.g2.com/products/graphpad-prism/reviews) — 4.6/5 stars (55 reviews)
- [XLSTAT](https://www.g2.com/products/xlstat/reviews) — 4.7/5 stars (50 reviews)

### Alternatives to Tableau

- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.2/5 stars (595 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (691 reviews)
- [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) — 4.1/5 stars (461 reviews)
- [Hex](https://www.g2.com/products/hex-tech-hex/reviews) — 4.5/5 stars (391 reviews)
- [Oracle Analytics Cloud](https://www.g2.com/products/oracle-analytics-cloud/reviews) — 4.1/5 stars (333 reviews)
- [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews) — 4.4/5 stars (330 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)

### Alternatives to JMP

- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Minitab Statistical Software](https://www.g2.com/products/minitab-statistical-software/reviews) — 4.6/5 stars (225 reviews)
- [OriginPro](https://www.g2.com/products/originpro/reviews) — 4.7/5 stars (142 reviews)
- [Posit](https://www.g2.com/products/posit-posit/reviews) — 4.5/5 stars (570 reviews)
- [Stata](https://www.g2.com/products/stata/reviews) — 4.3/5 stars (166 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 reviews)
- [SAP Analytics Cloud](https://www.g2.com/products/sap-analytics-cloud/reviews) — 4.2/5 stars (908 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [GraphPad Prism](https://www.g2.com/products/graphpad-prism/reviews) — 4.6/5 stars (55 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews)

### Alternatives to KNIME

- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews)
- [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (198 reviews)
- [Posit](https://www.g2.com/products/posit-posit/reviews) — 4.5/5 stars (570 reviews)
- [IBM SPSS Modeler](https://www.g2.com/products/ibm-spss-modeler/reviews) — 4.0/5 stars (148 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [Minitab Statistical Software](https://www.g2.com/products/minitab-statistical-software/reviews) — 4.6/5 stars (225 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [SAP Analytics Cloud](https://www.g2.com/products/sap-analytics-cloud/reviews) — 4.2/5 stars (908 reviews)

---
## Top Discussions

### IBM SPSS Statistics

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

### Tableau

- Title: [have you used Tableau Cloud ? for which industry you used and how was your experience?](https://www.g2.com/discussions/have-you-used-tableau-cloud-for-which-industry-you-used-and-how-was-your-experience) — 2 comments, 2 upvotes
  > **Top comment:** "<p>Hello Tausif,</p><p>I haven't used it yet, but I'm keen to explore about it and learn more about it.  I will probably do this when I have more..."
- Title: [How are business intelligence professionals using Tableau's latest visualization tools to interpret complex data sets?](https://www.g2.com/discussions/how-are-business-intelligence-professionals-using-tableau-s-latest-visualization-tools-to-interpret-complex-data-sets) — 2 comments
  > **Top comment:** "It helps in making very complex visualization in just few clicks. The learning curve is also very shallow. I use it to present client't complex data in..."
- Title: [Do I need Tableau Desktop if I have Tableau Server?](https://www.g2.com/discussions/tableau-do-i-need-tableau-desktop-if-i-have-tableau-server) — 2 comments
  > **Top comment:** "It serves your needs well you don't need to switch "
- Title: [What does Tableau Desktop do?](https://www.g2.com/discussions/what-does-tableau-desktop-do) — 2 comments
  > **Top comment:** "Tableau Desktop help create interactive Dashboards offline and publish it to the wider audience through Tableau public. Tableau Desktop is one of the version..."
- Title: [There are lot of challenges like writing the complex logic and backup of jason file, is there any solution in pipeline?](https://www.g2.com/discussions/there-are-lot-of-challenges-like-writing-the-complex-logic-and-backup-of-jason-file-is-there-any-solution-in-pipeline-c33da826-5a3a-4e10-87f8-c8a4ef5b7954) — 2 comments, 1 upvote
  > **Top comment:** "Yes, in order to take backup JASON is the best option yet. Also there are still few challenges for writing the complex logic."

### JMP

- Title: [Who uses JMP?](https://www.g2.com/discussions/who-uses-jmp) — 3 comments
  > **Top comment:** "Statisticians, Data Scientists, Engineers, Statistics Teachers."
- Title: [What is JMP used for?](https://www.g2.com/discussions/what-is-jmp-used-for) — 1 comment
  > **Top comment:** "JMP used for interactive data analysis and visualization. It’s widely used across pharmaceutical manufacturing to make data driven decision."
- Title: [Is JMP software validated?](https://www.g2.com/discussions/is-jmp-software-validated) — 1 comment
  > **Top comment:** "I think so. At least most statistical methods we find the same or similar answers from SAS, and we already validated SAS with the same data."
- Title: [What is JMP software used for?](https://www.g2.com/discussions/what-is-jmp-software-used-for) — 1 comment
  > **Top comment:** "Statistical analyses, from very basic stats to very advanced ones."
- Title: [Is there a free/trial version of JMP that i can utilize during my facilitation in a training?](https://www.g2.com/discussions/31183-is-there-a-free-trial-version-of-jmp-that-i-can-utilize-during-my-facilitation-in-a-training) — 1 comment, 1 upvote
  > **Top comment:** "JMP has a trial version - go to JMP.com and you'll see something about a trial in the upper-right.

They also have a free course called Statistical..."

### KNIME

- Title: [Is Knime easy to use?](https://www.g2.com/discussions/is-knime-easy-to-use) — 1 comment
  > **Top comment:** "Not as easy as Alteryx but a lot of its components are customizable and it vastly extends the use cases that could be built with it. This trumps the easy to..."

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