# Looker, IBM SPSS Statistics, Spotfire Analytics vs Minitab Statistical Software Comparison

| | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.2 out of 5 | 4.2 out of 5 | 4.6 out of 5 | 
| **Total Reviews** | 1,643 | 928 | 362 | 225 | 
| **Largest Market Segment** | Mid-Market (60.6% of reviews) | Enterprise (43.0% of reviews) | Enterprise (51.6% of reviews) | Enterprise (47.6% of reviews) | 
| **Entry Level Price** | No pricing available | Starting at $1,188.00 1 User Per Year | Free Trial | No pricing available | 

---
## Top Pros & Cons

### Looker

Pros:
- Ease of Use (108 reviews)
- Insights (64 reviews)

Cons:
- Learning Curve (52 reviews)
- Learning Difficulty (38 reviews)

### IBM SPSS Statistics

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

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

### Spotfire Analytics

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

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

### Minitab Statistical Software

Pros:
- Ease of Use (63 reviews)
- Data Analysis (54 reviews)

Cons:
- Expensive (23 reviews)
- Learning Curve (22 reviews)

---
## Ratings Comparison
| Rating | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
  | **Meets Requirements** | 8.7 (1128 reviews) | 8.5 (787 reviews) | 8.6 (283 reviews) | 9.0 (194 reviews) | 
  | **Ease of Use** | 8.3 (1134 reviews) | 7.9 (791 reviews) | 8.1 (284 reviews) | 8.7 (199 reviews) | 
  | **Ease of Setup** | 8.3 (610 reviews) | 7.9 (179 reviews) | 7.7 (137 reviews) | 8.7 (107 reviews) | 
  | **Ease of Admin** | 8.3 (430 reviews) | 7.6 (134 reviews) | 7.8 (112 reviews) | 8.4 (45 reviews) | 
  | **Quality of Support** | 8.6 (963 reviews) | 7.6 (596 reviews) | 7.8 (248 reviews) | 8.8 (165 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.9 (409 reviews) | 8.0 (129 reviews) | 8.4 (111 reviews) | 8.6 (48 reviews) | 
  | **Product Direction (% positive)** | 8.7 (1056 reviews) | 6.5 (763 reviews) | 7.9 (280 reviews) | 8.7 (192 reviews) | 

---
## Pricing

### Looker

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### IBM SPSS Statistics

#### Entry-Level Pricing

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

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

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

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

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

#### Free Trial

Yes

### Spotfire Analytics

#### Entry-Level Pricing

Plan: Spotfire Free Trial

Price: Free Trial

Description: Try Spotfire for yourself and visualize your data unlike ever before.
Spotfire is the most complete visual data science solution in the market. Take advantage of this data visualization free trial offer today, and see how easy it is to discover new insights from your data. 

Key Features:
- https://buy.spotfire.com/try/

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

#### Free Trial

Yes

### Minitab Statistical Software

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 8.3/10 | 781 |
| **IBM SPSS Statistics** | N/A | N/A |
| **Spotfire Analytics** | 8.2/10 | 236 |
| **Minitab Statistical Software** | N/A | N/A |

#### Reports

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Reports Interface** | 8.6 (681 reviews) ✓ Verified | Not enough data | 8.3 (192 reviews) ✓ Verified | Not enough data | 
| **Steps to Answer** | 8.2 (621 reviews) ✓ Verified | Not enough data | 7.9 (184 reviews) ✓ Verified | Not enough data | 
| **Graphs and Charts** | 8.2 (674 reviews) ✓ Verified | Not enough data | 8.8 (209 reviews) ✓ Verified | Not enough data | 
| **Score Cards** | 8.3 (530 reviews) ✓ Verified | Not enough data | 8.1 (170 reviews) ✓ Verified | Not enough data | 
| **Dashboards** | 8.7 (676 reviews) ✓ Verified | Not enough data | 8.7 (199 reviews) ✓ Verified | Not enough data | 

#### Self Service 

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Calculated Fields** | 8.4 (627 reviews) ✓ Verified | Not enough data | 8.5 (198 reviews) ✓ Verified | Not enough data | 
| **Data Column Filtering** | 8.6 (647 reviews) ✓ Verified | Not enough data | 8.6 (204 reviews) ✓ Verified | Not enough data | 
| **Data Discovery** | 8.4 (616 reviews) ✓ Verified | Not enough data | 8.3 (186 reviews) ✓ Verified | Not enough data | 
| **Search** | 8.1 (617 reviews) ✓ Verified | Not enough data | 7.8 (179 reviews) ✓ Verified | Not enough data | 
| **Collaboration / Workflow** | 8.4 (593 reviews) ✓ Verified | Not enough data | 7.8 (168 reviews) ✓ Verified | Not enough data | 
| **Automodeling** | 7.7 (502 reviews) ✓ Verified | Not enough data | 7.4 (140 reviews) ✓ Verified | Not enough data | 

#### Advanced Analytics

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Predictive Analytics** | 7.6 (430 reviews) ✓ Verified | Not enough data | 8.0 (156 reviews) ✓ Verified | Not enough data | 
| **Data Visualization** | 8.4 (644 reviews) ✓ Verified | Not enough data | 8.9 (203 reviews) ✓ Verified | Not enough data | 
| **Big Data Services** | 8.0 (516 reviews) ✓ Verified | Not enough data | 8.1 (156 reviews) ✓ Verified | Not enough data | 

#### Building Reports

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Data Transformation** | 8.3 (386 reviews) ✓ Verified | Not enough data | 8.5 (113 reviews) ✓ Verified | Not enough data | 
| **Data Modeling** | 8.3 (403 reviews) ✓ Verified | Not enough data | 8.2 (105 reviews) ✓ Verified | Not enough data | 
| **WYSIWYG Report Design** | 8.0 (357 reviews) ✓ Verified | Not enough data | 8.0 (84 reviews) ✓ Verified | Not enough data | 
| **Integration APIs** | 8.1 (331 reviews) ✓ Verified | Not enough data | 8.0 (85 reviews) ✓ Verified | Not enough data | 

#### Platform

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **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 |
|---|---|---|
| **Looker** | 8.2/10 | 747 |
| **IBM SPSS Statistics** | N/A | N/A |
| **Spotfire Analytics** | 8.3/10 | 233 |
| **Minitab Statistical Software** | N/A | N/A |

#### Reports

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Reports Interface** | 8.6 (681 reviews) ✓ Verified | Not enough data | 8.3 (192 reviews) ✓ Verified | Not enough data | 
| **Steps to Answer** | 8.2 (621 reviews) ✓ Verified | Not enough data | 7.9 (184 reviews) ✓ Verified | Not enough data | 
| **Graphs and Charts** | 8.2 (674 reviews) ✓ Verified | Not enough data | 8.8 (209 reviews) ✓ Verified | Not enough data | 
| **Score Cards** | 8.3 (530 reviews) ✓ Verified | Not enough data | 8.1 (170 reviews) ✓ Verified | Not enough data | 
| **Dashboards** | 8.7 (676 reviews) ✓ Verified | Not enough data | 8.7 (199 reviews) ✓ Verified | Not enough data | 

#### Reports

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Reports Interface** | 8.5 (112 reviews) | Not enough data | 8.6 (6 reviews) | Not enough data | 
| **Share Reports** | 8.5 (109 reviews) | Not enough data | 8.1 (6 reviews) | Not enough data | 
| **Steps to Answer** | 8.0 (103 reviews) | Not enough data | 7.8 (6 reviews) | Not enough data | 

#### Generative AI

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **AI Text Generation** | 7.0 (100 reviews) | Not enough data | 8.3 (6 reviews) | Not enough data | 
| **AI Text Summarization** | 7.1 (100 reviews) | Not enough data | 8.1 (6 reviews) | Not enough data | 

#### Visualization

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Graphs and Charts** | 8.5 (115 reviews) | Not enough data | 8.1 (6 reviews) | Not enough data | 
| **Score Cards** | 8.4 (110 reviews) | Not enough data | 8.3 (6 reviews) | Not enough data | 
| **Dashboards** | 8.7 (115 reviews) | Not enough data | 8.3 (6 reviews) | Not enough data | 
| **Formats** | 8.3 (109 reviews) | Not enough data | 8.3 (6 reviews) | Not enough data | 

#### Data Updates

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Historical Snapshots** | 8.1 (107 reviews) | Not enough data | 8.3 (6 reviews) | Not enough data | 
| **Real-Time Updating** | 8.3 (106 reviews) | Not enough data | 8.6 (6 reviews) | Not enough data | 

#### Collaboration

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Sharing** | 8.4 (108 reviews) | Not enough data | 8.6 (7 reviews) | Not enough data | 
| **Co-Editing** | 8.0 (106 reviews) | Not enough data | 7.3 (5 reviews) | Not enough data | 
| **Devices** | 8.0 (102 reviews) | Not enough data | 8.1 (6 reviews) | Not enough data | 

#### Data Updates

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Historical Snapshots** | 7.8 (137 reviews) | Not enough data | 8.3 (6 reviews) | Not enough data | 
| **Real-Time Updating** | 8.0 (143 reviews) | Not enough data | 8.1 (6 reviews) | Not enough data | 
| **Email Reports** | 8.5 (145 reviews) | Not enough data | 8.6 (6 reviews) | Not enough data | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 7.9/10 | 803 |
| **IBM SPSS Statistics** | N/A | N/A |
| **Spotfire Analytics** | 8.2/10 | 236 |
| **Minitab Statistical Software** | N/A | N/A |

#### Reports

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Reports Interface** | 8.6 (681 reviews) ✓ Verified | Not enough data | 8.3 (192 reviews) ✓ Verified | Not enough data | 
| **Steps to Answer** | 8.2 (621 reviews) ✓ Verified | Not enough data | 7.9 (184 reviews) ✓ Verified | Not enough data | 
| **Graphs and Charts** | 8.2 (674 reviews) ✓ Verified | Not enough data | 8.8 (209 reviews) ✓ Verified | Not enough data | 
| **Score Cards** | 8.3 (530 reviews) ✓ Verified | Not enough data | 8.1 (170 reviews) ✓ Verified | Not enough data | 
| **Dashboards** | 8.7 (676 reviews) ✓ Verified | Not enough data | 8.7 (199 reviews) ✓ Verified | Not enough data | 

#### Data Preparation

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Connectors** | 8.3 (293 reviews) ✓ Verified | Not enough data | 8.4 (71 reviews) ✓ Verified | Not enough data | 
| **Data Governance** | 8.3 (264 reviews) ✓ Verified | Not enough data | 7.8 (65 reviews) ✓ Verified | Not enough data | 

#### Data Modeling and Blending

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Data Querying** | 8.5 (313 reviews) ✓ Verified | Not enough data | 8.5 (77 reviews) ✓ Verified | Not enough data | 
| **Data Filtering** | 8.7 (334 reviews) ✓ Verified | Not enough data | 8.4 (81 reviews) ✓ Verified | Not enough data | 
| **Data Blending** | 8.4 (310 reviews) ✓ Verified | Not enough data | 8.4 (75 reviews) ✓ Verified | Not enough data | 

#### Generative AI

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **AI Text Generation** | 7.1 (88 reviews) | Not enough data | 7.4 (31 reviews) | Not enough data | 
| **AI Text Summarization** | 7.1 (86 reviews) | Not enough data | 7.1 (32 reviews) | Not enough data | 

#### Agentic AI - Analytics Platforms

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Autonomous Task Execution** | 7.2 (40 reviews) | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | 7.4 (39 reviews) | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | 7.3 (40 reviews) | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | 7.1 (40 reviews) | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | 7.3 (40 reviews) | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | 7.4 (39 reviews) | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | 7.7 (39 reviews) | Not enough data | Not enough data | Not enough data | 

#### Self Service 

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Calculated Fields** | 8.4 (627 reviews) ✓ Verified | Not enough data | 8.5 (198 reviews) ✓ Verified | Not enough data | 
| **Data Column Filtering** | 8.6 (647 reviews) ✓ Verified | Not enough data | 8.6 (204 reviews) ✓ Verified | Not enough data | 
| **Data Discovery** | 8.4 (616 reviews) ✓ Verified | Not enough data | 8.3 (186 reviews) ✓ Verified | Not enough data | 
| **Search** | 8.1 (617 reviews) ✓ Verified | Not enough data | 7.8 (179 reviews) ✓ Verified | Not enough data | 
| **Collaboration / Workflow** | 8.4 (593 reviews) ✓ Verified | Not enough data | 7.8 (168 reviews) ✓ Verified | Not enough data | 
| **Automodeling** | 7.7 (502 reviews) ✓ Verified | Not enough data | 7.4 (140 reviews) ✓ Verified | Not enough data | 

#### Deployment & Integration - Analytics Platforms

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **No-code Dashboard Builder** | 8.0 (39 reviews) | Not enough data | Not enough data | Not enough data | 
| **Report Scheduling and Automation** | 8.4 (44 reviews) | Not enough data | Not enough data | Not enough data | 
| **Embedded Analytics and White-labeling** | 7.7 (35 reviews) | Not enough data | Not enough data | Not enough data | 
| **Data Source Connectivity** | 8.3 (50 reviews) | Not enough data | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Predictive Analytics** | 7.6 (430 reviews) ✓ Verified | Not enough data | 8.0 (156 reviews) ✓ Verified | Not enough data | 
| **Data Visualization** | 8.4 (644 reviews) ✓ Verified | Not enough data | 8.9 (203 reviews) ✓ Verified | Not enough data | 
| **Big Data Services** | 8.0 (516 reviews) ✓ Verified | Not enough data | 8.1 (156 reviews) ✓ Verified | Not enough data | 

#### Performance & Scalability - Analytics Platforms

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Large data handling and Query Speed** | 7.1 (56 reviews) | Not enough data | Not enough data | Not enough data | 
| **Concurrent User Support** | 8.0 (36 reviews) | Not enough data | Not enough data | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Data Modeling and Governance** | 8.1 (43 reviews) | Not enough data | Not enough data | Not enough data | 
| **Notebook and Script Integration** | 7.1 (34 reviews) | Not enough data | Not enough data | Not enough data | 
| **Built-in Predictive and Statistical Models** | 7.3 (35 reviews) | Not enough data | Not enough data | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Auto-generated Insights and Narratives** | 7.1 (34 reviews) | Not enough data | Not enough data | Not enough data | 
| **Natural Language Queries** | 7.5 (36 reviews) | Not enough data | Not enough data | Not enough data | 
| **Proactive KPI Monitoring and Alerts** | 7.6 (35 reviews) | Not enough data | Not enough data | Not enough data | 
| **AI Agents for Analytical Follow-ups** | 7.4 (35 reviews) | Not enough data | Not enough data | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | 7.5 (34 reviews) | Not enough data | Not enough data | Not enough data | 
| **Role-based Insight Personalization** | 7.3 (36 reviews) | Not enough data | Not enough data | Not enough data | 
| **Conversational and Prompt-based Analytics** | 7.5 (34 reviews) | Not enough data | Not enough data | Not enough data | 

#### Building Reports

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Data Transformation** | 8.3 (386 reviews) ✓ Verified | Not enough data | 8.5 (113 reviews) ✓ Verified | Not enough data | 
| **Data Modeling** | 8.3 (403 reviews) ✓ Verified | Not enough data | 8.2 (105 reviews) ✓ Verified | Not enough data | 
| **WYSIWYG Report Design** | 8.0 (357 reviews) ✓ Verified | Not enough data | 8.0 (84 reviews) ✓ Verified | Not enough data | 
| **Integration APIs** | 8.1 (331 reviews) ✓ Verified | Not enough data | 8.0 (85 reviews) ✓ Verified | Not enough data | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 8.4/10 | 773 |
| **IBM SPSS Statistics** | N/A | N/A |
| **Spotfire Analytics** | 8.1/10 | 236 |
| **Minitab Statistical Software** | N/A | N/A |

#### Reports

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Reports Interface** | 8.6 (681 reviews) ✓ Verified | Not enough data | 8.3 (192 reviews) ✓ Verified | Not enough data | 
| **Steps to Answer** | 8.2 (621 reviews) ✓ Verified | Not enough data | 7.9 (184 reviews) ✓ Verified | Not enough data | 
| **Graphs and Charts** | 8.2 (674 reviews) ✓ Verified | Not enough data | 8.8 (209 reviews) ✓ Verified | Not enough data | 
| **Score Cards** | 8.3 (530 reviews) ✓ Verified | Not enough data | 8.1 (170 reviews) ✓ Verified | Not enough data | 
| **Dashboards** | 8.7 (676 reviews) ✓ Verified | Not enough data | 8.7 (199 reviews) ✓ Verified | Not enough data | 

#### Self Service 

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Calculated Fields** | 8.4 (627 reviews) ✓ Verified | Not enough data | 8.5 (198 reviews) ✓ Verified | Not enough data | 
| **Data Column Filtering** | 8.6 (647 reviews) ✓ Verified | Not enough data | 8.6 (204 reviews) ✓ Verified | Not enough data | 
| **Data Discovery** | 8.4 (616 reviews) ✓ Verified | Not enough data | 8.3 (186 reviews) ✓ Verified | Not enough data | 
| **Search** | 8.1 (617 reviews) ✓ Verified | Not enough data | 7.8 (179 reviews) ✓ Verified | Not enough data | 
| **Collaboration / Workflow** | 8.4 (593 reviews) ✓ Verified | Not enough data | 7.8 (168 reviews) ✓ Verified | Not enough data | 
| **Automodeling** | 7.7 (502 reviews) ✓ Verified | Not enough data | 7.4 (140 reviews) ✓ Verified | Not enough data | 

#### Building Reports

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Data Transformation** | 8.3 (386 reviews) ✓ Verified | Not enough data | 8.5 (113 reviews) ✓ Verified | Not enough data | 
| **Data Modeling** | 8.3 (403 reviews) ✓ Verified | Not enough data | 8.2 (105 reviews) ✓ Verified | Not enough data | 
| **WYSIWYG Report Design** | 8.0 (357 reviews) ✓ Verified | Not enough data | 8.0 (84 reviews) ✓ Verified | Not enough data | 
| **Integration APIs** | 8.1 (331 reviews) ✓ Verified | Not enough data | 8.0 (85 reviews) ✓ Verified | Not enough data | 

### Digital Analytics

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 8.4/10 | 324 |
| **IBM SPSS Statistics** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |
| **Minitab Statistical Software** | N/A | N/A |

#### Metrics

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Sessions - Digital Analytics** | 8.8 (238 reviews) | Not enough data | Not enough data | Not enough data | 
| **Engagement** | 8.7 (238 reviews) | Not enough data | Not enough data | Not enough data | 
| **Entry and Exit Pages** | 8.4 (224 reviews) | Not enough data | Not enough data | Not enough data | 
| **Standard Event Tracking** | 8.3 (226 reviews) | Not enough data | Not enough data | Not enough data | 
| **Custom Event Tracking** | 8.4 (215 reviews) | Not enough data | Not enough data | Not enough data | 
| **Retention** | 8.3 (224 reviews) | Not enough data | Not enough data | Not enough data | 
| **Return** | 8.4 (219 reviews) | Not enough data | Not enough data | Not enough data | 
| **Conversions** | 8.5 (230 reviews) | Not enough data | Not enough data | Not enough data | 
| **Funnels** | 8.3 (223 reviews) | Not enough data | Not enough data | Not enough data | 

#### Reporting

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Real-Time Reporting** | 8.4 (242 reviews) | Not enough data | Not enough data | Not enough data | 
| **Trending** | Feature Not Available | Not enough data | Not enough data | Not enough data | 
| **Retroactive Reporting** | 8.6 (242 reviews) | Not enough data | Not enough data | Not enough data | 
| **Segmentation** | 8.5 (245 reviews) | Not enough data | Not enough data | Not enough data | 
| **Mobile Reporting** | 8.1 (199 reviews) | Not enough data | Not enough data | Not enough data | 
| **Unification Across Devices** | 8.4 (205 reviews) | Not enough data | Not enough data | Not enough data | 
| **Custom Reports and Dashboards** | 9.0 (254 reviews) | Not enough data | Not enough data | Not enough data | 

#### Other

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **User Data** | 8.7 (226 reviews) | Not enough data | Not enough data | Not enough data | 
| **Site Search Reporting** | 8.6 (209 reviews) | Not enough data | Not enough data | Not enough data | 
| **Load Time Monitoring** | 8.4 (201 reviews) | Not enough data | Not enough data | Not enough data | 
| **Campaign Tracking** | 8.7 (215 reviews) | Not enough data | Not enough data | Not enough data | 
| **E-Commerce** | 8.7 (207 reviews) | Not enough data | Not enough data | Not enough data | 
| **Promotional Messages** | 8.2 (179 reviews) | Not enough data | Not enough data | Not enough data | 
| **Administration Alerts** | 8.3 (191 reviews) | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Digital Analytics

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Autonomous Task Execution** | 7.4 (15 reviews) | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | 7.8 (15 reviews) | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | 7.8 (16 reviews) | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | 7.9 (16 reviews) | Not enough data | Not enough data | Not enough data | 

#### Administration

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **API / Integrations** | 8.4 (218 reviews) | Not enough data | Not enough data | Not enough data | 
| **QA Testing** | 8.3 (193 reviews) | Not enough data | Not enough data | Not enough data | 
| **Performance and Reliability** | 8.5 (245 reviews) | Not enough data | Not enough data | Not enough data | 
| **User, Role, and Access Management** | 8.6 (239 reviews) | Not enough data | Not enough data | Not enough data | 

### Data Virtualization

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **IBM SPSS Statistics** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |
| **Minitab Statistical Software** | N/A | N/A |

#### Administration

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Database Management** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Access Control** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Federation

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Architecture** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Provisioning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Orchestration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **API / Integrations** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Transformation

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Data Visualization** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Application Performance** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Statistical Analysis

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **IBM SPSS Statistics** | 8.5/10 | 251 |
| **Spotfire Analytics** | N/A | N/A |
| **Minitab Statistical Software** | 8.1/10 | 158 |

#### Administration

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Quality Control** | Not enough data | 8.5 (191 reviews) | Not enough data | 8.2 (142 reviews) | 
| **Data Sampling** | Not enough data | 8.7 (205 reviews) | Not enough data | 8.4 (145 reviews) | 
| **Collaboration** | Not enough data | Feature Not Available | Not enough data | 8.1 (136 reviews) | 

#### Capabilities

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Data Visualization** | Not enough data | 7.8 (225 reviews) | Not enough data | 8.7 (149 reviews) | 
| **Survival Analysis** | Not enough data | 8.4 (186 reviews) | Not enough data | 8.3 (135 reviews) | 
| **Risk Data Attributes** | Not enough data | 8.1 (169 reviews) | Not enough data | 8.1 (130 reviews) | 
| **Cost Analysis** | Not enough data | 8.2 (166 reviews) | Not enough data | 7.6 (129 reviews) | 

#### Methodology

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **ANOVA Support** | Not enough data | 9.0 (205 reviews) | Not enough data | 8.9 (140 reviews) | 
| **Regression** | Not enough data | 9.2 (220 reviews) | Not enough data | 8.9 (140 reviews) | 
| **Time Series Analysis** | Not enough data | 8.8 (190 reviews) | Not enough data | 8.8 (132 reviews) | 

#### Generative AI

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | Feature Not Available | Not enough data | 6.4 (34 reviews) | 
| **AI Text Summarization** | Not enough data | Feature Not Available | Not enough data | 6.3 (34 reviews) | 

### Spreadsheets

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **IBM SPSS Statistics** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |
| **Minitab Statistical Software** | 8.6/10 | 38 |

#### Calculating

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Functions** | Not enough data | Not enough data | Not enough data | 8.7 (36 reviews) | 
| **Auto Recalculation** | Not enough data | Not enough data | Not enough data | 8.9 (32 reviews) | 

#### Insights

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Charts and Graphs** | Not enough data | Not enough data | Not enough data | 9.1 (36 reviews) | 
| **Tables** | Not enough data | Not enough data | Not enough data | 9.2 (36 reviews) | 

#### Editing

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Templates** | Not enough data | Not enough data | Not enough data | 8.4 (33 reviews) | 
| **Collaborative Editing** | Not enough data | Not enough data | Not enough data | Feature Not Available | 
| **Filtering** | Not enough data | Not enough data | Not enough data | 8.5 (33 reviews) | 

#### Functionality

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Addons** | Not enough data | Not enough data | Not enough data | 8.3 (30 reviews) | 
| **Multi Device Functionality** | Not enough data | Not enough data | Not enough data | 8.0 (32 reviews) | 
| **Importing and Exporting** | Not enough data | Not enough data | Not enough data | 8.5 (35 reviews) | 
| **Autosave** | Not enough data | Not enough data | Not enough data | 8.7 (33 reviews) | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **IBM SPSS Statistics** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |
| **Minitab Statistical Software** | N/A | N/A |

#### System

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Model Development

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Language Support** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Drag and Drop** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Pre-Built Algorithms** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Model Training** | Not enough data | Not enough data | Feature Not Available | Not enough data | 

#### Model Development

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Feature Engineering** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Computer Vision** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Natural Language Generation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Artificial Neural Networks** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Natural Language Understanding** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Deep Learning** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Deployment

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Managed Service** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Application** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **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 | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **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 | 

### Machine Learning

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **IBM SPSS Statistics** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |
| **Minitab Statistical Software** | 9.7/10 | 5 |

#### Integration - Machine Learning

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Integration** | Not enough data | Not enough data | Not enough data | 9.7 (5 reviews) | 

#### Learning - Machine Learning

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Training Data** | Not enough data | Not enough data | Not enough data | 9.7 (5 reviews) | 
| **Actionable Insights** | Not enough data | Not enough data | Not enough data | 9.7 (5 reviews) | 
| **Algorithm** | Not enough data | Not enough data | Not enough data | 9.7 (5 reviews) | 

### AWS Marketplace

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **IBM SPSS Statistics** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |
| **Minitab Statistical Software** | N/A | N/A |

#### Agentic AI - AWS Marketplace

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **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 | 

### Sales Analytics

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 8.1/10 | 260 |
| **IBM SPSS Statistics** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |
| **Minitab Statistical Software** | N/A | N/A |

#### Agentic AI - Sales Analytics

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Autonomous Task Execution** | 7.0 (11 reviews) | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | 7.6 (11 reviews) | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | 6.7 (11 reviews) | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | 7.4 (12 reviews) | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | 7.3 (11 reviews) | Not enough data | Not enough data | Not enough data | 

#### Data Sourcing

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Data Sourcing** | 8.8 (203 reviews) | Not enough data | Not enough data | Not enough data | 
| **Exporting & Sharing Data** | 8.8 (221 reviews) | Not enough data | Not enough data | Not enough data | 
| **Multi-Device Data Visualization** | 8.6 (188 reviews) | Not enough data | Not enough data | Not enough data | 
| **Interactive Dashboards** | 8.8 (225 reviews) | Not enough data | Not enough data | Not enough data | 
| **Data Segmentation** | 8.7 (209 reviews) | Not enough data | Not enough data | Not enough data | 

#### Predictive Analytics

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Lead Scoring** | 8.3 (153 reviews) | Not enough data | Not enough data | Not enough data | 
| **Opportunity Scoring** | 8.2 (149 reviews) | Not enough data | Not enough data | Not enough data | 
| **Risk Analysis** | 8.2 (147 reviews) | Not enough data | Not enough data | Not enough data | 
| **Live Forecasting** | 8.0 (164 reviews) | Not enough data | Not enough data | Not enough data | 

#### Sales Management

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Live Pipeline Management** | 8.4 (161 reviews) | Not enough data | Not enough data | Not enough data | 
| **Sales Gamification** | 8.2 (140 reviews) | Not enough data | Not enough data | Not enough data | 
| **Account-Based Analytics** | 8.6 (170 reviews) | Not enough data | Not enough data | Not enough data | 
| **Activity Tracking** | 8.7 (168 reviews) | Not enough data | Not enough data | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Looker** | N/A | N/A |
| **IBM SPSS Statistics** | 8.7/10 | 338 |
| **Spotfire Analytics** | 8.5/10 | 13 |
| **Minitab Statistical Software** | 8.3/10 | 69 |

#### Statistical Tool

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Scripting** | Not enough data | 7.2 (208 reviews) | 6.9 (6 reviews) | 8.1 (61 reviews) | 
| **Data Mining** | Not enough data | Feature Not Available | 8.6 (7 reviews) | 8.1 (63 reviews) | 
| **Algorithms** | Not enough data | 7.7 (211 reviews) | Not enough data | 8.3 (62 reviews) | 

#### Data Analysis

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Analysis** | Not enough data | 8.9 (323 reviews) | 8.9 (9 reviews) | 8.8 (66 reviews) | 
| **Data Interaction** | Not enough data | Feature Not Available | 8.9 (9 reviews) | 8.8 (64 reviews) | 

#### Decision Making

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Modeling** | Not enough data | 7.7 (248 reviews) | 8.3 (8 reviews) | 8.8 (64 reviews) | 
| **Data Visualizations** | Not enough data | 7.0 (302 reviews) | 9.0 (8 reviews) | 8.8 (66 reviews) | 
| **Report Generation** | Not enough data | 7.5 (269 reviews) | 9.5 (10 reviews) | 8.7 (65 reviews) | 
| **Data Unification** | Not enough data | Feature Not Available | 7.9 (8 reviews) | 8.3 (62 reviews) | 

#### Generative AI

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | 9.7 (5 reviews) | Not enough data | 7.3 (16 reviews) | 
| **AI Text Summarization** | Not enough data | 9.7 (5 reviews) | Not enough data | 7.4 (16 reviews) | 

### Marketing Analytics

| Product | Score | Reviews |
|---|---|---|
| **Looker** | 8.2/10 | 312 |
| **IBM SPSS Statistics** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |
| **Minitab Statistical Software** | N/A | N/A |

#### Marketing Operations

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **ROI Tracking** | 8.6 (221 reviews) ✓ Verified | Not enough data | Not enough data | Not enough data | 
| **Data Collection** | 8.7 (241 reviews) ✓ Verified | Not enough data | Not enough data | Not enough data | 
| **Customer Insights** | 8.5 (228 reviews) ✓ Verified | Not enough data | Not enough data | Not enough data | 
| **Multi-User Access** | 8.9 (244 reviews) ✓ Verified | Not enough data | Not enough data | Not enough data | 
| **Spend Management** | 8.3 (129 reviews) | Not enough data | Not enough data | Not enough data | 
| **White Label** | Feature Not Available | Not enough data | Not enough data | Not enough data | 

#### Campaign Activity

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Campaign Insights** | 8.6 (230 reviews) ✓ Verified | Not enough data | Not enough data | Not enough data | 
| **Reports and Dashboards** | 8.8 (260 reviews) ✓ Verified | Not enough data | Not enough data | Not enough data | 
| **Campaign Stickiness** | 8.5 (212 reviews) ✓ Verified | Not enough data | Not enough data | Not enough data | 
| **Multichannel Tracking** | 8.5 (213 reviews) ✓ Verified | Not enough data | Not enough data | Not enough data | 
| **Brand Optimization** | 8.4 (199 reviews) ✓ Verified | Not enough data | Not enough data | Not enough data | 
| **Predictive Analytics** | 7.9 (120 reviews) ✓ Verified | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Marketing Analytics

| Feature | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Autonomous Task Execution** | 6.8 (14 reviews) | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | 7.5 (14 reviews) | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | 7.3 (14 reviews) | Not enough data | Not enough data | Not enough data | 

---
## Categories

**Unique to Looker (6):** [Sales Analytics Software](https://www.g2.com/categories/sales-analytics), [Marketing Analytics Software](https://www.g2.com/categories/marketing-analytics), [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Digital Analytics Software](https://www.g2.com/categories/digital-analytics), [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools)

**Unique to IBM SPSS Statistics (2):** [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics)

**Unique to Spotfire Analytics (10):** [Stream Analytics Software](https://www.g2.com/categories/stream-analytics), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools), [Data Virtualization Software](https://www.g2.com/categories/data-virtualization), [Machine Learning Software](https://www.g2.com/categories/machine-learning), [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis), [AWS Marketplace Software](https://www.g2.com/categories/aws-marketplace)

**Unique to Minitab Statistical Software (5):** [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis), [Spreadsheets Software](https://www.g2.com/categories/spreadsheets), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Machine Learning Software](https://www.g2.com/categories/machine-learning), [Time Series Intelligence Software](https://www.g2.com/categories/time-series-intelligence)


---
## Reviewer Demographics

### By Company Size

| Segment | Looker | IBM SPSS Statistics | Spotfire Analytics | Minitab Statistical Software | 
|---|---|---|---|---|
| **Small-Business** | 19.3% | 27.5% | 23.0% | 19.8% | 
| **Mid-Market** | 60.6% | 29.5% | 25.5% | 32.5% | 
| **Enterprise** | 20.1% | 43.0% | 51.6% | 47.6% | 

### By Industry

#### Looker

- **Computer Software:** 11.4%
- **Information Technology and Services:** 11.0%
- **Marketing and Advertising:** 8.3%
- **Financial Services:** 7.4%
- **Internet:** 6.1%
- **Retail:** 5.0%
- **Food & Beverages:** 2.3%
- **Consumer Goods:** 2.1%
- **Health, Wellness and Fitness:** 2.1%
- **Hospital & Health Care:** 2.1%
- **Other:** 41.9%

#### IBM SPSS Statistics

- **Higher Education:** 26.4%
- **Research:** 16.4%
- **Education Management:** 7.6%
- **Market Research:** 7.5%
- **Hospital & Health Care:** 6.6%
- **Information Technology and Services:** 4.1%
- **Computer Software:** 1.8%
- **Health, Wellness and Fitness:** 1.6%
- **Banking:** 1.6%
- **Non-Profit Organization Management:** 1.4%
- **Other:** 25.2%

#### Spotfire Analytics

- **Oil & Energy:** 21.4%
- **Information Technology and Services:** 10.1%
- **Pharmaceuticals:** 5.2%
- **Education Management:** 4.6%
- **Financial Services:** 4.3%
- **Biotechnology:** 3.1%
- **Computer Software:** 3.1%
- **Semiconductors:** 2.4%
- **Research:** 2.4%
- **Accounting:** 2.1%
- **Other:** 41.3%

#### Minitab Statistical Software

- **Automotive:** 10.9%
- **Manufacturing:** 10.4%
- **Medical Devices:** 7.6%
- **Research:** 5.2%
- **Information Technology and Services:** 5.2%
- **Education Management:** 4.7%
- **Mechanical or Industrial Engineering:** 3.8%
- **Chemicals:** 3.3%
- **Electrical/Electronic Manufacturing:** 3.3%
- **Pharmaceuticals:** 3.3%
- **Other:** 42.2%

---
## Alternatives

### Alternatives to Looker

- [Mode](https://www.g2.com/products/mode-mode/reviews) — 4.5/5 stars (330 reviews)
- [Zoho Analytics](https://www.g2.com/products/zoho-analytics/reviews) — 4.2/5 stars (287 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1062 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Grow.com](https://www.g2.com/products/grow-com/reviews) — 4.3/5 stars (274 reviews)
- [Toucan](https://www.g2.com/products/toucan/reviews) — 4.7/5 stars (182 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3654 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (692 reviews)
- [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews) — 4.2/5 stars (600 reviews)

### Alternatives to IBM SPSS Statistics

- [JMP](https://www.g2.com/products/jmp/reviews) — 4.5/5 stars (213 reviews)
- [KNIME](https://www.g2.com/products/knime-analytics-platform/reviews) — 4.4/5 stars (83 reviews)
- [Qualtrics Strategy & Research](https://www.g2.com/products/qualtrics-strategy-research/reviews) — 4.4/5 stars (3014 reviews)
- [Posit](https://www.g2.com/products/posit-posit/reviews) — 4.5/5 stars (570 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews)
- [Stata](https://www.g2.com/products/stata/reviews) — 4.3/5 stars (166 reviews)
- [OriginPro](https://www.g2.com/products/originpro/reviews) — 4.7/5 stars (142 reviews)
- [eviews](https://www.g2.com/products/eviews/reviews) — 4.2/5 stars (124 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [GraphPad Prism](https://www.g2.com/products/graphpad-prism/reviews) — 4.6/5 stars (55 reviews)

### Alternatives to Spotfire Analytics

- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1062 reviews)
- [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) — 4.1/5 stars (461 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.2/5 stars (600 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3654 reviews)
- [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews) — 4.2/5 stars (600 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [JMP](https://www.g2.com/products/jmp/reviews) — 4.5/5 stars (213 reviews)
- [Oracle Analytics Cloud](https://www.g2.com/products/oracle-analytics-cloud/reviews) — 4.1/5 stars (333 reviews)

### Alternatives to Minitab Statistical Software

- [JMP](https://www.g2.com/products/jmp/reviews) — 4.5/5 stars (213 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)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3654 reviews)
- [Google Workspace](https://www.g2.com/products/google-workspace/reviews) — 4.6/5 stars (48017 reviews)
- [Stata](https://www.g2.com/products/stata/reviews) — 4.3/5 stars (166 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews)
- [SAP Analytics Cloud](https://www.g2.com/products/sap-analytics-cloud/reviews) — 4.2/5 stars (908 reviews)
- [Microsoft Excel](https://www.g2.com/products/microsoft-excel/reviews) — 4.7/5 stars (3147 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)

---
## Top Discussions

### Looker

- Title: [Is looker an ETL tool?](https://www.g2.com/discussions/is-looker-an-etl-tool) — 3 comments
  > **Top comment:** "After so many attempts in getting my funds back which I lost to a fake platform called mycoinbanking.com I lost the total of $348.000.  I needed the profit..."
- Title: [Best way to start on visualizations?](https://www.g2.com/discussions/24831-best-way-to-start-on-visualizations) — 2 comments, 1 upvote
  > **Top comment:** "Looker has a built-in set of visualizations that you can automatically apply to any dataset that they work with. Once you setup your initial connection to a..."
- Title: [What is Looker used for?](https://www.g2.com/discussions/what-is-looker-used-for) — 1 comment
  > **Top comment:** "Looker is used to explore, analyze, and visualize data. It helps create dashboards and reports to understand business performance and make better decisions...."
- Title: [How do I know where in my SQL errors are?](https://www.g2.com/discussions/how-do-i-know-where-in-my-sql-errors-are) — 1 comment, 1 upvote
  > **Top comment:** "Hey Carlos! 

I'm Izzy, the Looker Community manager. Yeah, especially in huge SQL queries it can be hard to figure out exactly where the issue lies. That..."
- Title: [Multi-brand implementation](https://www.g2.com/discussions/multi-brand-implementation) — 1 comment, 1 upvote
  > **Top comment:** "Hey Brian! 

I'm Izzy, the Looker Community manager. 

There's 2 components here (well, a few more, but 2 high-level ones). Folder/content access and..."

### 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..."

### Spotfire Analytics

- Title: [Is Tibco Spotfire free?](https://www.g2.com/discussions/is-tibco-spotfire-free) — 2 comments
  > **Top comment:** "No"
- Title: [What is TIBCO Spotfire used for?](https://www.g2.com/discussions/what-is-tibco-spotfire-used-for) — 1 comment *(includes official response)*
  > **Top comment:** "Spotfire is a visual data science platform with powerful self-service analytics and data visualization capabilities that empowers decision-makers to analyze..."
- Title: [What is most like Tibco Spotfire?](https://www.g2.com/discussions/what-is-most-like-tibco-spotfire) — 1 comment
  > **Top comment:** "TIBCO Spotfire provides excellent visualization and reporting capability as a BI tool. It enables connections to various data sources and advanced..."
- Title: [What's New In Tibco Spotfire?](https://www.g2.com/discussions/what-s-new-in-tibco-spotfire) — 1 comment *(includes official response)*
  > **Top comment:** "If you want to see the latest in Spotfire, you can check out our "What's New" page on the Spotfire community:..."

### Minitab Statistical Software

- Title: [Is Minitab free for students?](https://www.g2.com/discussions/minitab-statistical-software-is-minitab-free-for-students) — 2 comments
  > **Top comment:** "They provide one month Free trail for students."
- Title: [What is Minitab Statistical Software used for?](https://www.g2.com/discussions/what-is-minitab-statistical-software-used-for) — 1 comment
  > **Top comment:** "It is a statistical software package for data analysis, visualization, and process improvement, used across industries like business, healthcare, and..."
- Title: [What is Minitab software used for?](https://www.g2.com/discussions/minitab-statistical-software-what-is-minitab-software-used-for) — 1 comment
  > **Top comment:** "I use Minitab for our Process and Product Continiuos Improvements."

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