# Igor Pro, Spotfire Analytics, JMP vs Looker Comparison

| | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Star Rating** | 4.3 out of 5 | 4.2 out of 5 | 4.5 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 21 | 362 | 213 | 1,643 | 
| **Largest Market Segment** | Small-Business (65.0% of reviews) | Enterprise (51.6% of reviews) | Enterprise (42.4% of reviews) | Mid-Market (60.7% of reviews) | 
| **Entry Level Price** | No pricing available | Free Trial | $1,390.00 1 Users Per Year | No pricing available | 

---
## Top Pros & Cons

### Igor Pro

**Not enough data**

### Spotfire Analytics

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

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

### JMP

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

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

### Looker

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

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

---
## Ratings Comparison
| Rating | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
  | **Meets Requirements** | 8.8 (17 reviews) | 8.6 (283 reviews) | 8.8 (175 reviews) | 8.7 (1127 reviews) | 
  | **Ease of Use** | 7.5 (17 reviews) | 8.1 (284 reviews) | 8.3 (176 reviews) | 8.3 (1133 reviews) | 
  | **Ease of Setup** | Not enough data | 7.7 (137 reviews) | 8.6 (52 reviews) | 8.2 (609 reviews) | 
  | **Ease of Admin** | Not enough data | 7.8 (112 reviews) | 8.6 (28 reviews) | 8.3 (430 reviews) | 
  | **Quality of Support** | 7.2 (13 reviews) | 7.8 (248 reviews) | 8.7 (151 reviews) | 8.6 (962 reviews) | 
  | **Has the product been a good partner in doing business?** | Not enough data | 8.4 (111 reviews) | 8.9 (29 reviews) | 8.9 (408 reviews) | 
  | **Product Direction (% positive)** | 4.2 (16 reviews) | 7.9 (280 reviews) | 8.3 (170 reviews) | 8.7 (1055 reviews) | 

---
## Pricing

### Igor Pro

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### 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

### 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

### Looker

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Igor Pro** | N/A | N/A |
| **Spotfire Analytics** | 8.2/10 | 236 |
| **JMP** | 8.2/10 | 112 |
| **Looker** | 8.3/10 | 780 |

#### Reports

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Reports Interface** | Not enough data | 8.3 (192 reviews) ✓ Verified | 8.1 (80 reviews) | 8.6 (680 reviews) ✓ Verified | 
| **Steps to Answer** | Not enough data | 7.9 (184 reviews) ✓ Verified | 7.9 (77 reviews) | 8.2 (620 reviews) ✓ Verified | 
| **Graphs and Charts** | Not enough data | 8.8 (209 reviews) ✓ Verified | 8.6 (102 reviews) | 8.2 (673 reviews) ✓ Verified | 
| **Score Cards** | Not enough data | 8.1 (170 reviews) ✓ Verified | 8.0 (57 reviews) | 8.3 (529 reviews) ✓ Verified | 
| **Dashboards** | Not enough data | 8.7 (199 reviews) ✓ Verified | 8.1 (79 reviews) | 8.7 (675 reviews) ✓ Verified | 

#### Self Service 

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Calculated Fields** | Not enough data | 8.5 (198 reviews) ✓ Verified | Not enough data | 8.4 (626 reviews) ✓ Verified | 
| **Data Column Filtering** | Not enough data | 8.6 (204 reviews) ✓ Verified | Not enough data | 8.6 (646 reviews) ✓ Verified | 
| **Data Discovery** | Not enough data | 8.3 (186 reviews) ✓ Verified | Not enough data | 8.4 (615 reviews) ✓ Verified | 
| **Search** | Not enough data | 7.8 (179 reviews) ✓ Verified | Not enough data | 8.1 (616 reviews) ✓ Verified | 
| **Collaboration / Workflow** | Not enough data | 7.8 (168 reviews) ✓ Verified | Not enough data | 8.4 (592 reviews) ✓ Verified | 
| **Automodeling** | Not enough data | 7.4 (140 reviews) ✓ Verified | Not enough data | 7.7 (501 reviews) ✓ Verified | 

#### Advanced Analytics

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Predictive Analytics** | Not enough data | 8.0 (156 reviews) ✓ Verified | Not enough data | 7.6 (430 reviews) ✓ Verified | 
| **Data Visualization** | Not enough data | 8.9 (203 reviews) ✓ Verified | Not enough data | 8.4 (643 reviews) ✓ Verified | 
| **Big Data Services** | Not enough data | 8.1 (156 reviews) ✓ Verified | Not enough data | 8.0 (516 reviews) ✓ Verified | 

#### Building Reports

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

#### Platform

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **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 |
|---|---|---|
| **Igor Pro** | N/A | N/A |
| **Spotfire Analytics** | 8.3/10 | 233 |
| **JMP** | 8.1/10 | 112 |
| **Looker** | 8.2/10 | 746 |

#### Reports

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Reports Interface** | Not enough data | 8.3 (192 reviews) ✓ Verified | 8.1 (80 reviews) | 8.6 (680 reviews) ✓ Verified | 
| **Steps to Answer** | Not enough data | 7.9 (184 reviews) ✓ Verified | 7.9 (77 reviews) | 8.2 (620 reviews) ✓ Verified | 
| **Graphs and Charts** | Not enough data | 8.8 (209 reviews) ✓ Verified | 8.6 (102 reviews) | 8.2 (673 reviews) ✓ Verified | 
| **Score Cards** | Not enough data | 8.1 (170 reviews) ✓ Verified | 8.0 (57 reviews) | 8.3 (529 reviews) ✓ Verified | 
| **Dashboards** | Not enough data | 8.7 (199 reviews) ✓ Verified | 8.1 (79 reviews) | 8.7 (675 reviews) ✓ Verified | 

#### Reports

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Reports Interface** | Not enough data | 8.6 (6 reviews) | 8.1 (53 reviews) | 8.5 (111 reviews) | 
| **Share Reports** | Not enough data | 8.1 (6 reviews) | 7.9 (47 reviews) | 8.5 (108 reviews) | 
| **Steps to Answer** | Not enough data | 7.8 (6 reviews) | 8.4 (51 reviews) | 8.0 (103 reviews) | 

#### Generative AI

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | 8.3 (6 reviews) | Feature Not Available | 7.0 (100 reviews) | 
| **AI Text Summarization** | Not enough data | 8.1 (6 reviews) | Feature Not Available | 7.1 (100 reviews) | 

#### Visualization

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Graphs and Charts** | Not enough data | 8.1 (6 reviews) | 8.9 (62 reviews) | 8.5 (115 reviews) | 
| **Score Cards** | Not enough data | 8.3 (6 reviews) | Feature Not Available | 8.4 (110 reviews) | 
| **Dashboards** | Not enough data | 8.3 (6 reviews) | 8.4 (55 reviews) | 8.7 (115 reviews) | 
| **Formats** | Not enough data | 8.3 (6 reviews) | 8.1 (52 reviews) | 8.3 (109 reviews) | 

#### Data Updates

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Historical Snapshots** | Not enough data | 8.3 (6 reviews) | 8.1 (44 reviews) | 8.1 (107 reviews) | 
| **Real-Time Updating** | Not enough data | 8.6 (6 reviews) | 7.8 (48 reviews) | 8.3 (106 reviews) | 

#### Collaboration

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Sharing** | Not enough data | 8.6 (7 reviews) | 7.8 (48 reviews) | 8.4 (108 reviews) | 
| **Co-Editing** | Not enough data | 7.3 (5 reviews) | Feature Not Available | 8.0 (106 reviews) | 
| **Devices** | Not enough data | 8.1 (6 reviews) | Feature Not Available | 8.0 (102 reviews) | 

#### Data Updates

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Historical Snapshots** | Not enough data | 8.3 (6 reviews) | 7.8 (44 reviews) | 7.8 (137 reviews) | 
| **Real-Time Updating** | Not enough data | 8.1 (6 reviews) | Feature Not Available | 8.1 (142 reviews) | 
| **Email Reports** | Not enough data | 8.6 (6 reviews) | 8.0 (41 reviews) | 8.5 (144 reviews) | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Igor Pro** | N/A | N/A |
| **Spotfire Analytics** | 8.2/10 | 236 |
| **JMP** | N/A | N/A |
| **Looker** | 7.9/10 | 802 |

#### Reports

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Reports Interface** | Not enough data | 8.3 (192 reviews) ✓ Verified | 8.1 (80 reviews) | 8.6 (680 reviews) ✓ Verified | 
| **Steps to Answer** | Not enough data | 7.9 (184 reviews) ✓ Verified | 7.9 (77 reviews) | 8.2 (620 reviews) ✓ Verified | 
| **Graphs and Charts** | Not enough data | 8.8 (209 reviews) ✓ Verified | 8.6 (102 reviews) | 8.2 (673 reviews) ✓ Verified | 
| **Score Cards** | Not enough data | 8.1 (170 reviews) ✓ Verified | 8.0 (57 reviews) | 8.3 (529 reviews) ✓ Verified | 
| **Dashboards** | Not enough data | 8.7 (199 reviews) ✓ Verified | 8.1 (79 reviews) | 8.7 (675 reviews) ✓ Verified | 

#### Data Preparation

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Connectors** | Not enough data | 8.4 (71 reviews) ✓ Verified | Not enough data | 8.3 (293 reviews) ✓ Verified | 
| **Data Governance** | Not enough data | 7.8 (65 reviews) ✓ Verified | Not enough data | 8.3 (264 reviews) ✓ Verified | 

#### Data Modeling and Blending

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Data Querying** | Not enough data | 8.5 (77 reviews) ✓ Verified | Not enough data | 8.5 (313 reviews) ✓ Verified | 
| **Data Filtering** | Not enough data | 8.4 (81 reviews) ✓ Verified | Not enough data | 8.7 (334 reviews) ✓ Verified | 
| **Data Blending** | Not enough data | 8.4 (75 reviews) ✓ Verified | Not enough data | 8.4 (310 reviews) ✓ Verified | 

#### Generative AI

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | 7.4 (31 reviews) | Not enough data | 7.1 (88 reviews) | 
| **AI Text Summarization** | Not enough data | 7.1 (32 reviews) | Not enough data | 7.1 (86 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 7.2 (40 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 7.4 (39 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 7.3 (40 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 7.1 (40 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 7.3 (40 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 7.4 (39 reviews) | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 7.6 (38 reviews) | 

#### Self Service 

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Calculated Fields** | Not enough data | 8.5 (198 reviews) ✓ Verified | Not enough data | 8.4 (626 reviews) ✓ Verified | 
| **Data Column Filtering** | Not enough data | 8.6 (204 reviews) ✓ Verified | Not enough data | 8.6 (646 reviews) ✓ Verified | 
| **Data Discovery** | Not enough data | 8.3 (186 reviews) ✓ Verified | Not enough data | 8.4 (615 reviews) ✓ Verified | 
| **Search** | Not enough data | 7.8 (179 reviews) ✓ Verified | Not enough data | 8.1 (616 reviews) ✓ Verified | 
| **Collaboration / Workflow** | Not enough data | 7.8 (168 reviews) ✓ Verified | Not enough data | 8.4 (592 reviews) ✓ Verified | 
| **Automodeling** | Not enough data | 7.4 (140 reviews) ✓ Verified | Not enough data | 7.7 (501 reviews) ✓ Verified | 

#### Deployment & Integration - Analytics Platforms

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **No-code Dashboard Builder** | Not enough data | Not enough data | Not enough data | 8.0 (39 reviews) | 
| **Report Scheduling and Automation** | Not enough data | Not enough data | Not enough data | 8.4 (43 reviews) | 
| **Embedded Analytics and White-labeling** | Not enough data | Not enough data | Not enough data | 7.7 (35 reviews) | 
| **Data Source Connectivity** | Not enough data | Not enough data | Not enough data | 8.3 (50 reviews) | 

#### Advanced Analytics

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Predictive Analytics** | Not enough data | 8.0 (156 reviews) ✓ Verified | Not enough data | 7.6 (430 reviews) ✓ Verified | 
| **Data Visualization** | Not enough data | 8.9 (203 reviews) ✓ Verified | Not enough data | 8.4 (643 reviews) ✓ Verified | 
| **Big Data Services** | Not enough data | 8.1 (156 reviews) ✓ Verified | Not enough data | 8.0 (516 reviews) ✓ Verified | 

#### Performance & Scalability - Analytics Platforms

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Large data handling and Query Speed** | Not enough data | Not enough data | Not enough data | 7.1 (56 reviews) | 
| **Concurrent User Support** | Not enough data | Not enough data | Not enough data | 8.0 (36 reviews) | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Data Modeling and Governance** | Not enough data | Not enough data | Not enough data | 8.1 (43 reviews) | 
| **Notebook and Script Integration** | Not enough data | Not enough data | Not enough data | 7.1 (34 reviews) | 
| **Built-in Predictive and Statistical Models** | Not enough data | Not enough data | Not enough data | 7.3 (35 reviews) | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Auto-generated Insights and Narratives** | Not enough data | Not enough data | Not enough data | 7.1 (34 reviews) | 
| **Natural Language Queries** | Not enough data | Not enough data | Not enough data | 7.5 (36 reviews) | 
| **Proactive KPI Monitoring and Alerts** | Not enough data | Not enough data | Not enough data | 7.6 (34 reviews) | 
| **AI Agents for Analytical Follow-ups** | Not enough data | Not enough data | Not enough data | 7.3 (34 reviews) | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Not enough data | Not enough data | Not enough data | 7.5 (34 reviews) | 
| **Role-based Insight Personalization** | Not enough data | Not enough data | Not enough data | 7.2 (35 reviews) | 
| **Conversational and Prompt-based Analytics** | Not enough data | Not enough data | Not enough data | 7.5 (34 reviews) | 

#### Building Reports

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

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Igor Pro** | N/A | N/A |
| **Spotfire Analytics** | 8.1/10 | 236 |
| **JMP** | N/A | N/A |
| **Looker** | 8.4/10 | 772 |

#### Reports

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Reports Interface** | Not enough data | 8.3 (192 reviews) ✓ Verified | 8.1 (80 reviews) | 8.6 (680 reviews) ✓ Verified | 
| **Steps to Answer** | Not enough data | 7.9 (184 reviews) ✓ Verified | 7.9 (77 reviews) | 8.2 (620 reviews) ✓ Verified | 
| **Graphs and Charts** | Not enough data | 8.8 (209 reviews) ✓ Verified | 8.6 (102 reviews) | 8.2 (673 reviews) ✓ Verified | 
| **Score Cards** | Not enough data | 8.1 (170 reviews) ✓ Verified | 8.0 (57 reviews) | 8.3 (529 reviews) ✓ Verified | 
| **Dashboards** | Not enough data | 8.7 (199 reviews) ✓ Verified | 8.1 (79 reviews) | 8.7 (675 reviews) ✓ Verified | 

#### Self Service 

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Calculated Fields** | Not enough data | 8.5 (198 reviews) ✓ Verified | Not enough data | 8.4 (626 reviews) ✓ Verified | 
| **Data Column Filtering** | Not enough data | 8.6 (204 reviews) ✓ Verified | Not enough data | 8.6 (646 reviews) ✓ Verified | 
| **Data Discovery** | Not enough data | 8.3 (186 reviews) ✓ Verified | Not enough data | 8.4 (615 reviews) ✓ Verified | 
| **Search** | Not enough data | 7.8 (179 reviews) ✓ Verified | Not enough data | 8.1 (616 reviews) ✓ Verified | 
| **Collaboration / Workflow** | Not enough data | 7.8 (168 reviews) ✓ Verified | Not enough data | 8.4 (592 reviews) ✓ Verified | 
| **Automodeling** | Not enough data | 7.4 (140 reviews) ✓ Verified | Not enough data | 7.7 (501 reviews) ✓ Verified | 

#### Building Reports

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

### Digital Analytics

| Product | Score | Reviews |
|---|---|---|
| **Igor Pro** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |
| **JMP** | N/A | N/A |
| **Looker** | 8.4/10 | 324 |

#### Metrics

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

#### Reporting

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

#### Other

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

#### Agentic AI - Digital Analytics

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 7.4 (15 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 7.8 (15 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 7.8 (16 reviews) | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 7.9 (16 reviews) | 

#### Administration

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **API / Integrations** | Not enough data | Not enough data | Not enough data | 8.4 (218 reviews) | 
| **QA Testing** | Not enough data | Not enough data | Not enough data | 8.3 (193 reviews) | 
| **Performance and Reliability** | Not enough data | Not enough data | Not enough data | 8.5 (245 reviews) | 
| **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | 8.6 (239 reviews) | 

### Data Virtualization

| Product | Score | Reviews |
|---|---|---|
| **Igor Pro** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |
| **JMP** | N/A | N/A |
| **Looker** | N/A | N/A |

#### Administration

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **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 | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **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 | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **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 |
|---|---|---|
| **Igor Pro** | 8.0/10 | 16 |
| **Spotfire Analytics** | N/A | N/A |
| **JMP** | 8.6/10 | 115 |
| **Looker** | N/A | N/A |

#### Administration

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Quality Control** | 7.4 (9 reviews) | Not enough data | 8.6 (91 reviews) | Not enough data | 
| **Data Sampling** | 8.6 (12 reviews) | Not enough data | 8.8 (94 reviews) | Not enough data | 
| **Collaboration** | 6.2 (11 reviews) | Not enough data | 8.0 (76 reviews) | Not enough data | 

#### Capabilities

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Data Visualization** | 9.0 (16 reviews) | Not enough data | 9.0 (106 reviews) | Not enough data | 
| **Survival Analysis** | 8.8 (7 reviews) | Not enough data | 8.7 (72 reviews) | Not enough data | 
| **Risk Data Attributes** | 6.7 (7 reviews) | Not enough data | 8.2 (73 reviews) | Not enough data | 
| **Cost Analysis** | 7.2 (6 reviews) | Not enough data | 8.0 (64 reviews) | Not enough data | 

#### Methodology

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **ANOVA Support** | 8.3 (7 reviews) | Not enough data | 9.0 (94 reviews) | Not enough data | 
| **Regression** | 8.6 (11 reviews) | Not enough data | 9.2 (100 reviews) | Not enough data | 
| **Time Series Analysis** | 8.9 (9 reviews) | Not enough data | 8.6 (89 reviews) | Not enough data | 

#### Generative AI

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **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 |
|---|---|---|
| **Igor Pro** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |
| **JMP** | N/A | N/A |
| **Looker** | N/A | N/A |

#### System

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Model Development

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **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 | Feature Not Available | Not enough data | Not enough data | 

#### Model Development

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Feature Engineering** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **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 | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **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 | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **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 | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **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 | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **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 |
|---|---|---|
| **Igor Pro** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |
| **JMP** | N/A | N/A |
| **Looker** | N/A | N/A |

#### Integration - Machine Learning

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Integration** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Learning - Machine Learning

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Training Data** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Actionable Insights** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Algorithm** | Not enough data | Not enough data | Not enough data | Not enough data | 

### AWS Marketplace

| Product | Score | Reviews |
|---|---|---|
| **Igor Pro** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |
| **JMP** | N/A | N/A |
| **Looker** | N/A | N/A |

#### Agentic AI - AWS Marketplace

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **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 |
|---|---|---|
| **Igor Pro** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |
| **JMP** | N/A | N/A |
| **Looker** | 8.1/10 | 260 |

#### Agentic AI - Sales Analytics

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 7.0 (11 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 7.6 (11 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 6.7 (11 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 7.4 (12 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 7.3 (11 reviews) | 

#### Data Sourcing

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Data Sourcing** | Not enough data | Not enough data | Not enough data | 8.8 (203 reviews) | 
| **Exporting & Sharing Data** | Not enough data | Not enough data | Not enough data | 8.8 (221 reviews) | 
| **Multi-Device Data Visualization** | Not enough data | Not enough data | Not enough data | 8.6 (188 reviews) | 
| **Interactive Dashboards** | Not enough data | Not enough data | Not enough data | 8.8 (225 reviews) | 
| **Data Segmentation** | Not enough data | Not enough data | Not enough data | 8.7 (209 reviews) | 

#### Predictive Analytics

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Lead Scoring** | Not enough data | Not enough data | Not enough data | 8.3 (153 reviews) | 
| **Opportunity Scoring** | Not enough data | Not enough data | Not enough data | 8.2 (149 reviews) | 
| **Risk Analysis** | Not enough data | Not enough data | Not enough data | 8.2 (147 reviews) | 
| **Live Forecasting** | Not enough data | Not enough data | Not enough data | 8.0 (164 reviews) | 

#### Sales Management

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Live Pipeline Management** | Not enough data | Not enough data | Not enough data | 8.4 (161 reviews) | 
| **Sales Gamification** | Not enough data | Not enough data | Not enough data | 8.2 (140 reviews) | 
| **Account-Based Analytics** | Not enough data | Not enough data | Not enough data | 8.6 (170 reviews) | 
| **Activity Tracking** | Not enough data | Not enough data | Not enough data | 8.7 (168 reviews) | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Igor Pro** | N/A | N/A |
| **Spotfire Analytics** | 8.5/10 | 13 |
| **JMP** | 9.0/10 | 31 |
| **Looker** | N/A | N/A |

#### Statistical Tool

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Scripting** | Not enough data | 6.9 (6 reviews) | 8.7 (23 reviews) | Not enough data | 
| **Data Mining** | Not enough data | 8.6 (7 reviews) | 9.0 (27 reviews) | Not enough data | 
| **Algorithms** | Not enough data | Not enough data | 8.7 (25 reviews) | Not enough data | 

#### Data Analysis

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Analysis** | Not enough data | 8.9 (9 reviews) | 9.3 (28 reviews) | Not enough data | 
| **Data Interaction** | Not enough data | 8.9 (9 reviews) | 9.1 (29 reviews) | Not enough data | 

#### Decision Making

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Modeling** | Not enough data | 8.3 (8 reviews) | 8.8 (26 reviews) | Not enough data | 
| **Data Visualizations** | Not enough data | 9.0 (8 reviews) | 9.4 (29 reviews) | Not enough data | 
| **Report Generation** | Not enough data | 9.5 (10 reviews) | 8.5 (28 reviews) | Not enough data | 
| **Data Unification** | Not enough data | 7.9 (8 reviews) | 9.1 (23 reviews) | Not enough data | 

#### Generative AI

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **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 | 

### Marketing Analytics

| Product | Score | Reviews |
|---|---|---|
| **Igor Pro** | N/A | N/A |
| **Spotfire Analytics** | N/A | N/A |
| **JMP** | N/A | N/A |
| **Looker** | 8.2/10 | 311 |

#### Marketing Operations

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **ROI Tracking** | Not enough data | Not enough data | Not enough data | 8.6 (221 reviews) ✓ Verified | 
| **Data Collection** | Not enough data | Not enough data | Not enough data | 8.7 (240 reviews) ✓ Verified | 
| **Customer Insights** | Not enough data | Not enough data | Not enough data | 8.5 (227 reviews) ✓ Verified | 
| **Multi-User Access** | Not enough data | Not enough data | Not enough data | 8.9 (244 reviews) ✓ Verified | 
| **Spend Management** | Not enough data | Not enough data | Not enough data | 8.3 (129 reviews) | 
| **White Label** | Not enough data | Not enough data | Not enough data | Feature Not Available | 

#### Campaign Activity

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

#### Agentic AI - Marketing Analytics

| Feature | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 6.8 (14 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 7.5 (14 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 7.3 (14 reviews) | 

---
## Categories

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

**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 JMP (3):** [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools)

**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)


---
## Reviewer Demographics

### By Company Size

| Segment | Igor Pro | Spotfire Analytics | JMP | Looker | 
|---|---|---|---|---|
| **Small-Business** | 65.0% | 23.0% | 32.2% | 19.3% | 
| **Mid-Market** | 10.0% | 25.5% | 25.4% | 60.7% | 
| **Enterprise** | 25.0% | 51.6% | 42.4% | 20.0% | 

### By Industry

#### Igor Pro

- **Research:** 30.0%
- **Environmental Services:** 15.0%
- **Chemicals:** 15.0%
- **Higher Education:** 10.0%
- **Semiconductors:** 5.0%
- **Mechanical or Industrial Engineering:** 5.0%
- **Electrical/Electronic Manufacturing:** 5.0%
- **E-Learning:** 5.0%
- **Education Management:** 5.0%
- **Biotechnology:** 5.0%

#### 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%

#### 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%

#### Looker

- **Computer Software:** 11.4%
- **Information Technology and Services:** 11.1%
- **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%

---
## Alternatives

### Alternatives to Igor Pro

- [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)
- [GraphPad Prism](https://www.g2.com/products/graphpad-prism/reviews) — 4.6/5 stars (55 reviews)
- [IBM SPSS Statistics](https://www.g2.com/products/ibm-spss-statistics/reviews) — 4.2/5 stars (928 reviews)
- [Qualtrics Strategy & Research](https://www.g2.com/products/qualtrics-strategy-research/reviews) — 4.4/5 stars (3015 reviews)
- [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (798 reviews)
- [Minitab Statistical Software](https://www.g2.com/products/minitab-statistical-software/reviews) — 4.6/5 stars (225 reviews)
- [Stata](https://www.g2.com/products/stata/reviews) — 4.3/5 stars (166 reviews)
- [SAS Enterprise Miner](https://www.g2.com/products/sas-enterprise-miner/reviews) — 4.2/5 stars (193 reviews)
- [Base SAS](https://www.g2.com/products/base-sas/reviews) — 4.4/5 stars (148 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 (3653 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)
- [Oracle Analytics Cloud](https://www.g2.com/products/oracle-analytics-cloud/reviews) — 4.1/5 stars (333 reviews)
- [Posit](https://www.g2.com/products/posit-posit/reviews) — 4.5/5 stars (570 reviews)

### Alternatives to JMP

- [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)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3653 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 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 (3653 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)

---
## Top Discussions

### Igor Pro

No discussions available for this product.

### 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:..."

### 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..."

### 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..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/igor-pro-vs-spotfire-analytics-vs-jmp-vs-looker)