# BigML, IBM SPSS Modeler, JMP vs Tableau Comparison

| | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Star Rating** | 4.7 out of 5 | 4.0 out of 5 | 4.5 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 24 | 148 | 213 | 3,653 | 
| **Largest Market Segment** | Small-Business (87.5% of reviews) | Enterprise (55.1% of reviews) | Enterprise (42.4% of reviews) | Enterprise (42.1% of reviews) | 
| **Entry Level Price** | $30 per month | Starting at $7,430 USD  per user per year | $1,390.00 1 Users Per Year | $75.00 1 User Per Month | 

---
## Top Pros & Cons

### BigML

**Not enough data**

### IBM SPSS Modeler

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

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

### JMP

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

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

### Tableau

Pros:
- Ease of Use (634 reviews)
- Data Visualization (544 reviews)

Cons:
- Learning Curve (275 reviews)
- Learning Difficulty (234 reviews)

---
## Ratings Comparison
| Rating | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
  | **Meets Requirements** | 9.2 (24 reviews) | 8.3 (110 reviews) | 8.8 (175 reviews) | 8.8 (2559 reviews) | 
  | **Ease of Use** | 9.0 (24 reviews) | 8.3 (111 reviews) | 8.3 (176 reviews) | 8.3 (2956 reviews) | 
  | **Ease of Setup** | 9.2 (22 reviews) | 8.2 (29 reviews) | 8.6 (52 reviews) | 8.3 (1617 reviews) | 
  | **Ease of Admin** | 9.3 (22 reviews) | 8.1 (27 reviews) | 8.6 (28 reviews) | 8.2 (807 reviews) | 
  | **Quality of Support** | 9.5 (22 reviews) | 8.0 (94 reviews) | 8.7 (151 reviews) | 8.3 (2193 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.1 (22 reviews) | 8.3 (26 reviews) | 8.9 (29 reviews) | 8.6 (786 reviews) | 
  | **Product Direction (% positive)** | 9.5 (24 reviews) | 7.0 (110 reviews) | 8.3 (170 reviews) | 8.8 (2515 reviews) | 

---
## Pricing

### BigML

#### Entry-Level Pricing

Plan: STANDARD

Price: $30 per month

Key Features:
- UNLIMITED TASKS
- MAX. TASK SIZE: 64 MB
- MAX. PARALLEL TASKS: 2

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

#### Free Trial

No

### 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

### 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

### 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

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **BigML** | N/A | N/A |
| **IBM SPSS Modeler** | N/A | N/A |
| **JMP** | 8.2/10 | 112 |
| **Tableau** | 8.5/10 | 2078 |

#### Reports

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Reports Interface** | Not enough data | Not enough data | 8.1 (80 reviews) | 8.7 (1805 reviews) ✓ Verified | 
| **Steps to Answer** | Not enough data | Not enough data | 7.9 (77 reviews) | 8.3 (1604 reviews) ✓ Verified | 
| **Graphs and Charts** | Not enough data | Not enough data | 8.6 (102 reviews) | 9.1 (1849 reviews) ✓ Verified | 
| **Score Cards** | Not enough data | Not enough data | 8.0 (57 reviews) | 8.6 (1373 reviews) | 
| **Dashboards** | Not enough data | Not enough data | 8.1 (79 reviews) | 9.1 (1832 reviews) ✓ Verified | 

#### Self Service 

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Calculated Fields** | Not enough data | Not enough data | Not enough data | 8.5 (1707 reviews) ✓ Verified | 
| **Data Column Filtering** | Not enough data | Not enough data | Not enough data | 8.7 (1723 reviews) ✓ Verified | 
| **Data Discovery** | Not enough data | Not enough data | Not enough data | 8.5 (1664 reviews) ✓ Verified | 
| **Search** | Not enough data | Not enough data | Not enough data | 8.2 (1424 reviews) | 
| **Collaboration / Workflow** | Not enough data | Not enough data | Not enough data | 8.2 (1532 reviews) ✓ Verified | 
| **Automodeling** | Not enough data | Not enough data | Not enough data | 7.9 (1327 reviews) ✓ Verified | 

#### Advanced Analytics

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Predictive Analytics** | Not enough data | Not enough data | Not enough data | 7.8 (1288 reviews) | 
| **Data Visualization** | Not enough data | Not enough data | Not enough data | 9.2 (1828 reviews) ✓ Verified | 
| **Big Data Services** | Not enough data | Not enough data | Not enough data | 8.1 (1330 reviews) | 

#### Building Reports

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | Not enough data | 8.3 (1010 reviews) ✓ Verified | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | 8.2 (966 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | Not enough data | 8.3 (857 reviews) ✓ Verified | 
| **Integration APIs** | Not enough data | Not enough data | Not enough data | 8.1 (842 reviews) ✓ Verified | 

#### Platform

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **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 |
|---|---|---|
| **BigML** | N/A | N/A |
| **IBM SPSS Modeler** | N/A | N/A |
| **JMP** | 8.1/10 | 112 |
| **Tableau** | N/A | N/A |

#### Reports

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Reports Interface** | Not enough data | Not enough data | 8.1 (80 reviews) | 8.7 (1805 reviews) ✓ Verified | 
| **Steps to Answer** | Not enough data | Not enough data | 7.9 (77 reviews) | 8.3 (1604 reviews) ✓ Verified | 
| **Graphs and Charts** | Not enough data | Not enough data | 8.6 (102 reviews) | 9.1 (1849 reviews) ✓ Verified | 
| **Score Cards** | Not enough data | Not enough data | 8.0 (57 reviews) | 8.6 (1373 reviews) | 
| **Dashboards** | Not enough data | Not enough data | 8.1 (79 reviews) | 9.1 (1832 reviews) ✓ Verified | 

#### Reports

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **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 | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **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 | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **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 | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **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 | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **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 | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **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 |
|---|---|---|
| **BigML** | N/A | N/A |
| **IBM SPSS Modeler** | N/A | N/A |
| **JMP** | N/A | N/A |
| **Tableau** | 8.2/10 | 2122 |

#### Reports

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Reports Interface** | Not enough data | Not enough data | 8.1 (80 reviews) | 8.7 (1805 reviews) ✓ Verified | 
| **Steps to Answer** | Not enough data | Not enough data | 7.9 (77 reviews) | 8.3 (1604 reviews) ✓ Verified | 
| **Graphs and Charts** | Not enough data | Not enough data | 8.6 (102 reviews) | 9.1 (1849 reviews) ✓ Verified | 
| **Score Cards** | Not enough data | Not enough data | 8.0 (57 reviews) | 8.6 (1373 reviews) | 
| **Dashboards** | Not enough data | Not enough data | 8.1 (79 reviews) | 9.1 (1832 reviews) ✓ Verified | 

#### Data Preparation

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Connectors** | Not enough data | Not enough data | Not enough data | 8.6 (896 reviews) ✓ Verified | 
| **Data Governance** | Not enough data | Not enough data | Not enough data | 8.4 (850 reviews) ✓ Verified | 

#### Data Modeling and Blending

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Data Querying** | Not enough data | Not enough data | Not enough data | 8.5 (890 reviews) ✓ Verified | 
| **Data Filtering** | Not enough data | Not enough data | Not enough data | 8.8 (918 reviews) ✓ Verified | 
| **Data Blending** | Not enough data | Not enough data | Not enough data | 8.6 (897 reviews) ✓ Verified | 

#### Generative AI

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 7.4 (425 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 7.5 (449 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 7.5 (128 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 7.5 (131 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 7.8 (134 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 7.7 (127 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 7.8 (125 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 7.5 (124 reviews) | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 7.9 (130 reviews) | 

#### Self Service 

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Calculated Fields** | Not enough data | Not enough data | Not enough data | 8.5 (1707 reviews) ✓ Verified | 
| **Data Column Filtering** | Not enough data | Not enough data | Not enough data | 8.7 (1723 reviews) ✓ Verified | 
| **Data Discovery** | Not enough data | Not enough data | Not enough data | 8.5 (1664 reviews) ✓ Verified | 
| **Search** | Not enough data | Not enough data | Not enough data | 8.2 (1424 reviews) | 
| **Collaboration / Workflow** | Not enough data | Not enough data | Not enough data | 8.2 (1532 reviews) ✓ Verified | 
| **Automodeling** | Not enough data | Not enough data | Not enough data | 7.9 (1327 reviews) ✓ Verified | 

#### Deployment & Integration - Analytics Platforms

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **No-code Dashboard Builder** | Not enough data | Not enough data | Not enough data | 8.7 (165 reviews) | 
| **Report Scheduling and Automation** | Not enough data | Not enough data | Not enough data | 8.5 (114 reviews) | 
| **Embedded Analytics and White-labeling** | Not enough data | Not enough data | Not enough data | 8.1 (107 reviews) | 
| **Data Source Connectivity** | Not enough data | Not enough data | Not enough data | 8.6 (154 reviews) | 

#### Advanced Analytics

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Predictive Analytics** | Not enough data | Not enough data | Not enough data | 7.8 (1288 reviews) | 
| **Data Visualization** | Not enough data | Not enough data | Not enough data | 9.2 (1828 reviews) ✓ Verified | 
| **Big Data Services** | Not enough data | Not enough data | Not enough data | 8.1 (1330 reviews) | 

#### Performance & Scalability - Analytics Platforms

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Large data handling and Query Speed** | Not enough data | Not enough data | Not enough data | 7.5 (183 reviews) | 
| **Concurrent User Support** | Not enough data | Not enough data | Not enough data | 8.2 (109 reviews) | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Data Modeling and Governance** | Not enough data | Not enough data | Not enough data | 8.2 (109 reviews) | 
| **Notebook and Script Integration** | Not enough data | Not enough data | Not enough data | 8.0 (103 reviews) | 
| **Built-in Predictive and Statistical Models** | Not enough data | Not enough data | Not enough data | 7.8 (108 reviews) | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Auto-generated Insights and Narratives** | Not enough data | Not enough data | Not enough data | 7.7 (105 reviews) | 
| **Natural Language Queries** | Not enough data | Not enough data | Not enough data | 7.7 (106 reviews) | 
| **Proactive KPI Monitoring and Alerts** | Not enough data | Not enough data | Not enough data | 7.8 (104 reviews) | 
| **AI Agents for Analytical Follow-ups** | Not enough data | Not enough data | Not enough data | 7.7 (103 reviews) | 

#### Personalized Intelligence - Analytics Platforms

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Not enough data | Not enough data | Not enough data | 7.7 (104 reviews) | 
| **Role-based Insight Personalization** | Not enough data | Not enough data | Not enough data | 7.9 (109 reviews) | 
| **Conversational and Prompt-based Analytics** | Not enough data | Not enough data | Not enough data | 7.8 (103 reviews) | 

#### Building Reports

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | Not enough data | 8.3 (1010 reviews) ✓ Verified | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | 8.2 (966 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | Not enough data | 8.3 (857 reviews) ✓ Verified | 
| **Integration APIs** | Not enough data | Not enough data | Not enough data | 8.1 (842 reviews) ✓ Verified | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **BigML** | N/A | N/A |
| **IBM SPSS Modeler** | N/A | N/A |
| **JMP** | N/A | N/A |
| **Tableau** | 8.5/10 | 2068 |

#### Reports

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Reports Interface** | Not enough data | Not enough data | 8.1 (80 reviews) | 8.7 (1805 reviews) ✓ Verified | 
| **Steps to Answer** | Not enough data | Not enough data | 7.9 (77 reviews) | 8.3 (1604 reviews) ✓ Verified | 
| **Graphs and Charts** | Not enough data | Not enough data | 8.6 (102 reviews) | 9.1 (1849 reviews) ✓ Verified | 
| **Score Cards** | Not enough data | Not enough data | 8.0 (57 reviews) | 8.6 (1373 reviews) | 
| **Dashboards** | Not enough data | Not enough data | 8.1 (79 reviews) | 9.1 (1832 reviews) ✓ Verified | 

#### Self Service 

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Calculated Fields** | Not enough data | Not enough data | Not enough data | 8.5 (1707 reviews) ✓ Verified | 
| **Data Column Filtering** | Not enough data | Not enough data | Not enough data | 8.7 (1723 reviews) ✓ Verified | 
| **Data Discovery** | Not enough data | Not enough data | Not enough data | 8.5 (1664 reviews) ✓ Verified | 
| **Search** | Not enough data | Not enough data | Not enough data | 8.2 (1424 reviews) | 
| **Collaboration / Workflow** | Not enough data | Not enough data | Not enough data | 8.2 (1532 reviews) ✓ Verified | 
| **Automodeling** | Not enough data | Not enough data | Not enough data | 7.9 (1327 reviews) ✓ Verified | 

#### Building Reports

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | Not enough data | 8.3 (1010 reviews) ✓ Verified | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | 8.2 (966 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | Not enough data | 8.3 (857 reviews) ✓ Verified | 
| **Integration APIs** | Not enough data | Not enough data | Not enough data | 8.1 (842 reviews) ✓ Verified | 

### Location Intelligence

| Product | Score | Reviews |
|---|---|---|
| **BigML** | N/A | N/A |
| **IBM SPSS Modeler** | N/A | N/A |
| **JMP** | N/A | N/A |
| **Tableau** | 9.2/10 | 33 |

#### Cartography

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Map Design** | Not enough data | Not enough data | Not enough data | 9.3 (26 reviews) | 
| **Vector Mapping ** | Not enough data | Not enough data | Not enough data | 9.2 (26 reviews) | 
| **Data Visualization** | Not enough data | Not enough data | Not enough data | 9.6 (29 reviews) | 
| **Overlaying** | Not enough data | Not enough data | Not enough data | 9.4 (27 reviews) | 

#### Analysis

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Predictive Analysis** | Not enough data | Not enough data | Not enough data | 9.1 (29 reviews) | 
| **Distance Analysis ** | Not enough data | Not enough data | Not enough data | 9.2 (27 reviews) | 
| **Spatial Analysis** | Not enough data | Not enough data | Not enough data | 9.3 (27 reviews) | 
| **Data Stream** | Not enough data | Not enough data | Not enough data | 9.0 (28 reviews) | 

#### Reporting

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | Not enough data | 9.3 (28 reviews) | 
| **WYSIWYG Design** | Not enough data | Not enough data | Not enough data | 9.2 (26 reviews) | 
| **API Integrations** | Not enough data | Not enough data | Not enough data | 9.1 (26 reviews) | 

### Data Preparation

| Product | Score | Reviews |
|---|---|---|
| **BigML** | N/A | N/A |
| **IBM SPSS Modeler** | N/A | N/A |
| **JMP** | N/A | N/A |
| **Tableau** | 8.3/10 | 272 |

#### Data Source Access

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Breadth of Data Sources** | Not enough data | Not enough data | Not enough data | 8.7 (235 reviews) | 
| **Ease of Data Connectivity** | Not enough data | Not enough data | Not enough data | 8.8 (240 reviews) | 
| **API Connectivity** | Not enough data | Not enough data | Not enough data | 8.3 (230 reviews) | 

#### Data Interaction

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Profiling and Classification** | Not enough data | Not enough data | Not enough data | 8.2 (228 reviews) | 
| **Metadata Management** | Not enough data | Not enough data | Not enough data | 8.1 (231 reviews) | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | 8.3 (231 reviews) | 
| **Data Joining** | Not enough data | Not enough data | Not enough data | 8.5 (235 reviews) | 
| **Data Blending** | Not enough data | Not enough data | Not enough data | 8.3 (233 reviews) | 
| **Data Quality and Cleansing** | Not enough data | Not enough data | Not enough data | 8.4 (230 reviews) | 
| **Data Sharing** | Not enough data | Not enough data | Not enough data | 8.4 (229 reviews) | 
| **Data Governance** | Not enough data | Not enough data | Not enough data | 8.3 (228 reviews) | 

#### Data Exporting

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Breadth of Integrations** | Not enough data | Not enough data | Not enough data | 8.5 (223 reviews) | 
| **Ease of Integrations** | Not enough data | Not enough data | Not enough data | 8.4 (227 reviews) | 
| **Data Workflows** | Not enough data | Not enough data | Not enough data | 8.4 (225 reviews) | 

#### Generative AI

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 7.4 (219 reviews) | 

### Insurance Analytics

| Product | Score | Reviews |
|---|---|---|
| **BigML** | N/A | N/A |
| **IBM SPSS Modeler** | N/A | N/A |
| **JMP** | N/A | N/A |
| **Tableau** | 9.1/10 | 67 |

#### Additional Functionality

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Cloud** | Not enough data | Not enough data | Not enough data | 8.9 (62 reviews) | 
| **Dashboard** | Not enough data | Not enough data | Not enough data | 9.3 (63 reviews) | 

#### Basics

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Reporting** | Not enough data | Not enough data | Not enough data | 9.2 (62 reviews) | 

#### Content

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Automation** | Not enough data | Not enough data | Not enough data | 8.9 (59 reviews) | 

#### Data

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Visualization** | Not enough data | Not enough data | Not enough data | 9.3 (61 reviews) | 

#### Interoperability

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Pre-Built Connectors** | Not enough data | Not enough data | Not enough data | 8.9 (59 reviews) | 

#### Performance

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Reporting** | Not enough data | Not enough data | Not enough data | 9.2 (62 reviews) | 

### Statistical Analysis

| Product | Score | Reviews |
|---|---|---|
| **BigML** | N/A | N/A |
| **IBM SPSS Modeler** | N/A | N/A |
| **JMP** | 8.6/10 | 115 |
| **Tableau** | N/A | N/A |

#### Administration

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Quality Control** | Not enough data | Not enough data | 8.6 (91 reviews) | Not enough data | 
| **Data Sampling** | Not enough data | Not enough data | 8.8 (94 reviews) | Not enough data | 
| **Collaboration** | Not enough data | Not enough data | 8.0 (76 reviews) | Not enough data | 

#### Capabilities

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Data Visualization** | Not enough data | Not enough data | 9.0 (106 reviews) | Not enough data | 
| **Survival Analysis** | Not enough data | Not enough data | 8.7 (72 reviews) | Not enough data | 
| **Risk Data Attributes** | Not enough data | Not enough data | 8.2 (73 reviews) | Not enough data | 
| **Cost Analysis** | Not enough data | Not enough data | 8.0 (64 reviews) | Not enough data | 

#### Methodology

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **ANOVA Support** | Not enough data | Not enough data | 9.0 (94 reviews) | Not enough data | 
| **Regression** | Not enough data | Not enough data | 9.2 (100 reviews) | Not enough data | 
| **Time Series Analysis** | Not enough data | Not enough data | 8.6 (89 reviews) | Not enough data | 

#### Generative AI

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **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 | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **BigML** | N/A | N/A |
| **IBM SPSS Modeler** | 7.6/10 | 17 |
| **JMP** | N/A | N/A |
| **Tableau** | N/A | N/A |

#### System

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | 7.9 (15 reviews) | Not enough data | Not enough data | 

#### Model Development

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

#### Model Development

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Feature Engineering** | Not enough data | 7.1 (16 reviews) | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

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

#### Machine/Deep Learning Services

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Natural Language Understanding** | Not enough data | 6.4 (12 reviews) | Not enough data | Not enough data | 
| **Deep Learning** | Not enough data | 6.7 (13 reviews) | Not enough data | Not enough data | 

#### Deployment

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Managed Service** | Not enough data | 7.4 (13 reviews) | Not enough data | Not enough data | 
| **Application** | Not enough data | 8.6 (12 reviews) | Not enough data | Not enough data | 
| **Scalability** | Not enough data | 7.6 (15 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **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 | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **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 |
|---|---|---|
| **BigML** | N/A | N/A |
| **IBM SPSS Modeler** | N/A | N/A |
| **JMP** | N/A | N/A |
| **Tableau** | N/A | N/A |

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

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **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 | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **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 |
|---|---|---|
| **BigML** | N/A | N/A |
| **IBM SPSS Modeler** | N/A | N/A |
| **JMP** | N/A | N/A |
| **Tableau** | N/A | N/A |

#### Deployment & Integration - Semantic Layer Tools

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **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 | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **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 | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **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 | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **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 | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **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 | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **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 | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **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 |
|---|---|---|
| **BigML** | N/A | N/A |
| **IBM SPSS Modeler** | N/A | N/A |
| **JMP** | N/A | N/A |
| **Tableau** | N/A | N/A |

#### Data Connectivity and Prep - Agentic Analytics

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **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 | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **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 | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **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 | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **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 |
|---|---|---|
| **BigML** | N/A | N/A |
| **IBM SPSS Modeler** | 7.9/10 | 87 |
| **JMP** | 9.0/10 | 31 |
| **Tableau** | 8.6/10 | 294 |

#### Statistical Tool

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Scripting** | Not enough data | 7.5 (58 reviews) | 8.7 (23 reviews) | 8.4 (253 reviews) | 
| **Data Mining** | Not enough data | 8.3 (49 reviews) | 9.0 (27 reviews) | 8.4 (255 reviews) | 
| **Algorithms** | Not enough data | 8.0 (61 reviews) | 8.7 (25 reviews) | 8.4 (245 reviews) | 

#### Data Analysis

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Analysis** | Not enough data | 8.3 (69 reviews) | 9.3 (28 reviews) | 9.0 (276 reviews) | 
| **Data Interaction** | Not enough data | 8.4 (68 reviews) | 9.1 (29 reviews) | 8.9 (270 reviews) | 

#### Decision Making

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Modeling** | Not enough data | 8.4 (71 reviews) | 8.8 (26 reviews) | 8.7 (260 reviews) | 
| **Data Visualizations** | Not enough data | 7.5 (68 reviews) | 9.4 (29 reviews) | 9.4 (276 reviews) | 
| **Report Generation** | Not enough data | 7.8 (64 reviews) | 8.5 (28 reviews) | 9.1 (269 reviews) | 
| **Data Unification** | Not enough data | Feature Not Available | 9.1 (23 reviews) | 8.7 (263 reviews) | 

#### Generative AI

| Feature | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | 7.3 (5 reviews) | Feature Not Available | 8.0 (177 reviews) | 
| **AI Text Summarization** | Not enough data | 7.3 (5 reviews) | Feature Not Available | 8.0 (176 reviews) | 

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

**Unique to BigML (2):** [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)

**Unique to IBM SPSS Modeler (1):** [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)

**Unique to 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 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)


---
## Reviewer Demographics

### By Company Size

| Segment | BigML | IBM SPSS Modeler | JMP | Tableau | 
|---|---|---|---|---|
| **Small-Business** | 87.5% | 21.3% | 32.2% | 21.1% | 
| **Mid-Market** | 8.3% | 23.6% | 25.4% | 36.8% | 
| **Enterprise** | 4.2% | 55.1% | 42.4% | 42.1% | 

### By Industry

#### BigML

- **Computer Software:** 83.3%
- **Management Consulting:** 4.2%
- **International Trade and Development:** 4.2%
- **Electrical/Electronic Manufacturing:** 4.2%
- **Alternative Dispute Resolution:** 4.2%

#### 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%

#### 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%

#### 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%

---
## Alternatives

### Alternatives to BigML

- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (198 reviews)
- [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (657 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1227 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [MATLAB](https://www.g2.com/products/matlab/reviews) — 4.5/5 stars (770 reviews)
- [Posit](https://www.g2.com/products/posit-posit/reviews) — 4.5/5 stars (570 reviews)
- [IBM SPSS Statistics](https://www.g2.com/products/ibm-spss-statistics/reviews) — 4.2/5 stars (928 reviews)

### Alternatives to IBM SPSS Modeler

- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews)
- [KNIME](https://www.g2.com/products/knime-analytics-platform/reviews) — 4.4/5 stars (83 reviews)
- [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (198 reviews)
- [SAS Enterprise Miner](https://www.g2.com/products/sas-enterprise-miner/reviews) — 4.2/5 stars (193 reviews)
- [Posit](https://www.g2.com/products/posit-posit/reviews) — 4.5/5 stars (570 reviews)
- [SAP Analytics Cloud](https://www.g2.com/products/sap-analytics-cloud/reviews) — 4.2/5 stars (908 reviews)
- [MATLAB](https://www.g2.com/products/matlab/reviews) — 4.5/5 stars (770 reviews)
- [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (692 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)

### Alternatives to JMP

- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [IBM SPSS Statistics](https://www.g2.com/products/ibm-spss-statistics/reviews) — 4.2/5 stars (928 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 (810 reviews)
- [KNIME](https://www.g2.com/products/knime-analytics-platform/reviews) — 4.4/5 stars (83 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)

### 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 (810 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.2/5 stars (600 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 (692 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 (393 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)

---
## Top Discussions

### BigML

No discussions available for this product.

### 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. ..."

### 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..."

### 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."

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