# Microsoft Power BI, Posit, Plotly Dash Enterprise vs Sisense Comparison

| | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.5 out of 5 | 4.8 out of 5 | 4.2 out of 5 | 
| **Total Reviews** | 1,628 | 570 | 36 | 1,062 | 
| **Largest Market Segment** | Enterprise (42.2% of reviews) | Enterprise (48.5% of reviews) | Small-Business (47.2% of reviews) | Mid-Market (57.4% of reviews) | 
| **Entry Level Price** | Free 1 User | No pricing available | No pricing available | $399.00 Per Month | 

---
## Top Pros & Cons

### Microsoft Power BI

Pros:
- Ease of Use (137 reviews)
- Data Visualization (125 reviews)

Cons:
- Learning Curve (75 reviews)
- Slow Performance (65 reviews)

### Posit

Pros:
- Ease of Use (13 reviews)
- Features (9 reviews)

Cons:
- Slow Performance (7 reviews)
- Learning Curve (4 reviews)

### Plotly Dash Enterprise

Pros:
- Charting Features (1 reviews)
- Coding Ease (1 reviews)


### Sisense

Pros:
- Ease of Use (81 reviews)
- Data Visualization (50 reviews)

Cons:
- Learning Curve (37 reviews)
- Missing Features (27 reviews)

---
## Ratings Comparison
| Rating | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
  | **Meets Requirements** | 9.0 (1299 reviews) | 9.1 (501 reviews) | 8.8 (30 reviews) | 8.2 (832 reviews) | 
  | **Ease of Use** | 8.5 (1325 reviews) | 8.4 (501 reviews) | 8.4 (30 reviews) | 8.3 (843 reviews) | 
  | **Ease of Setup** | 8.8 (756 reviews) | 8.8 (111 reviews) | 8.9 (16 reviews) | 7.7 (528 reviews) | 
  | **Ease of Admin** | 8.5 (420 reviews) | 8.3 (92 reviews) | 8.3 (14 reviews) | 8.0 (523 reviews) | 
  | **Quality of Support** | 8.5 (1152 reviews) | 8.1 (407 reviews) | 8.1 (27 reviews) | 8.3 (786 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.8 (401 reviews) | 8.6 (83 reviews) | 8.8 (12 reviews) | 8.7 (511 reviews) | 
  | **Product Direction (% positive)** | 9.3 (1261 reviews) | 8.5 (493 reviews) | 8.8 (30 reviews) | 7.9 (807 reviews) | 

---
## Pricing

### Microsoft Power BI

#### Entry-Level Pricing

Plan: Power BI in Microsoft Fabric

Price: Free 1 User

Description: Power BI in Microsoft Fabric

Key Features:
- Sign Up for A Fabric Account

[Browse all 3 editions](https://www.g2.com/products/microsoft-microsoft-power-bi/pricing)

#### Free Trial

Yes

### Posit

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Plotly Dash Enterprise

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Sisense

#### Entry-Level Pricing

Plan: Launch

Price: $399.00 Per Month

Description: Launch your product with embedded analytics using Compose SDK.

Including: 
 20GB of storage
 20K credits
 2 designer seats
 50 viewer seats

Key Features:
-  Data connectivity & modeling (any source)
- Dashboards & Widgets
-  Sisense intelligence

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

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Microsoft Power BI** | 8.9/10 | 1245 |
| **Posit** | N/A | N/A |
| **Plotly Dash Enterprise** | 9.1/10 | 20 |
| **Sisense** | 7.9/10 | 702 |

#### Reports

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Reports Interface** | 8.9 (1081 reviews) ✓ Verified | Not enough data | 8.5 (12 reviews) ✓ Verified | 8.3 (553 reviews) ✓ Verified | 
| **Steps to Answer** | 8.4 (973 reviews) ✓ Verified | Not enough data | 7.9 (8 reviews) ✓ Verified | 7.7 (503 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.1 (1076 reviews) ✓ Verified | Not enough data | 9.4 (19 reviews) ✓ Verified | 8.4 (567 reviews) ✓ Verified | 
| **Score Cards** | 8.8 (691 reviews) | Not enough data | 9.8 (8 reviews) ✓ Verified | 8.0 (455 reviews) ✓ Verified | 
| **Dashboards** | 9.1 (1070 reviews) ✓ Verified | Not enough data | 8.8 (18 reviews) ✓ Verified | 8.6 (563 reviews) ✓ Verified | 

#### Self Service 

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Calculated Fields** | 8.6 (908 reviews) | Not enough data | 9.0 (12 reviews) ✓ Verified | 8.0 (544 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.9 (899 reviews) | Not enough data | 8.4 (17 reviews) ✓ Verified | 8.2 (544 reviews) ✓ Verified | 
| **Data Discovery** | 8.7 (981 reviews) ✓ Verified | Not enough data | 9.0 (15 reviews) ✓ Verified | 7.9 (522 reviews) ✓ Verified | 
| **Search** | 8.5 (856 reviews) | Not enough data | 8.5 (11 reviews) | 7.7 (493 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.4 (972 reviews) ✓ Verified | Not enough data | 8.5 (8 reviews) ✓ Verified | 7.5 (478 reviews) ✓ Verified | 
| **Automodeling** | 8.2 (882 reviews) ✓ Verified | Not enough data | 7.7 (5 reviews) ✓ Verified | Feature Not Available | 

#### Advanced Analytics

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Predictive Analytics** | 8.3 (742 reviews) ✓ Verified | Not enough data | 9.0 (8 reviews) ✓ Verified | 6.9 (286 reviews) ✓ Verified | 
| **Data Visualization** | 9.2 (1067 reviews) ✓ Verified | Not enough data | 9.5 (14 reviews) ✓ Verified | 8.5 (539 reviews) ✓ Verified | 
| **Big Data Services** | 8.4 (764 reviews) ✓ Verified | Not enough data | 8.7 (9 reviews) ✓ Verified | 7.6 (416 reviews) ✓ Verified | 

#### Building Reports

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Data Transformation** | 8.8 (588 reviews) ✓ Verified | Not enough data | Feature Not Available | Feature Not Available | 
| **Data Modeling** | 8.7 (593 reviews) ✓ Verified | Not enough data | 8.3 (6 reviews) ✓ Verified | Feature Not Available | 
| **WYSIWYG Report Design** | 8.5 (514 reviews) ✓ Verified | Not enough data | Not enough data | 7.9 (355 reviews) ✓ Verified | 
| **Integration APIs** | 8.5 (506 reviews) ✓ Verified | Not enough data | 8.3 (6 reviews) ✓ Verified | 7.7 (344 reviews) ✓ Verified | 

#### Platform

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **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 |
|---|---|---|
| **Microsoft Power BI** | N/A | N/A |
| **Posit** | N/A | N/A |
| **Plotly Dash Enterprise** | N/A | N/A |
| **Sisense** | 7.5/10 | 615 |

#### Reports

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Reports Interface** | 8.9 (1081 reviews) ✓ Verified | Not enough data | 8.5 (12 reviews) ✓ Verified | 8.3 (553 reviews) ✓ Verified | 
| **Steps to Answer** | 8.4 (973 reviews) ✓ Verified | Not enough data | 7.9 (8 reviews) ✓ Verified | 7.7 (503 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.1 (1076 reviews) ✓ Verified | Not enough data | 9.4 (19 reviews) ✓ Verified | 8.4 (567 reviews) ✓ Verified | 
| **Score Cards** | 8.8 (691 reviews) | Not enough data | 9.8 (8 reviews) ✓ Verified | 8.0 (455 reviews) ✓ Verified | 
| **Dashboards** | 9.1 (1070 reviews) ✓ Verified | Not enough data | 8.8 (18 reviews) ✓ Verified | 8.6 (563 reviews) ✓ Verified | 

#### Reports

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Reports Interface** | Not enough data | Not enough data | Not enough data | 7.7 (15 reviews) | 
| **Share Reports** | Not enough data | Not enough data | Not enough data | 7.1 (14 reviews) | 
| **Steps to Answer** | Not enough data | Not enough data | Not enough data | 6.7 (13 reviews) | 

#### Generative AI

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 6.0 (10 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 5.6 (9 reviews) | 

#### Visualization

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Graphs and Charts** | Not enough data | Not enough data | Not enough data | 8.1 (19 reviews) | 
| **Score Cards** | Not enough data | Not enough data | Not enough data | 7.8 (13 reviews) | 
| **Dashboards** | Not enough data | Not enough data | Not enough data | 7.9 (18 reviews) | 
| **Formats** | Not enough data | Not enough data | Not enough data | 7.6 (15 reviews) | 

#### Data Updates

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Historical Snapshots** | Not enough data | Not enough data | Not enough data | 7.4 (12 reviews) | 
| **Real-Time Updating** | Not enough data | Not enough data | Not enough data | 8.1 (14 reviews) | 

#### Collaboration

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Sharing** | Not enough data | Not enough data | Not enough data | 7.6 (15 reviews) | 
| **Co-Editing** | Not enough data | Not enough data | Not enough data | 6.8 (15 reviews) | 
| **Devices** | Not enough data | Not enough data | Not enough data | 6.9 (14 reviews) | 

#### Data Updates

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Historical Snapshots** | Not enough data | Not enough data | Not enough data | 6.8 (16 reviews) | 
| **Real-Time Updating** | Not enough data | Not enough data | Not enough data | 8.0 (19 reviews) | 
| **Email Reports** | Not enough data | Not enough data | Not enough data | 6.9 (19 reviews) | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Microsoft Power BI** | 8.5/10 | 1258 |
| **Posit** | N/A | N/A |
| **Plotly Dash Enterprise** | 8.8/10 | 20 |
| **Sisense** | 6.8/10 | 774 |

#### Reports

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Reports Interface** | 8.9 (1081 reviews) ✓ Verified | Not enough data | 8.5 (12 reviews) ✓ Verified | 8.3 (553 reviews) ✓ Verified | 
| **Steps to Answer** | 8.4 (973 reviews) ✓ Verified | Not enough data | 7.9 (8 reviews) ✓ Verified | 7.7 (503 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.1 (1076 reviews) ✓ Verified | Not enough data | 9.4 (19 reviews) ✓ Verified | 8.4 (567 reviews) ✓ Verified | 
| **Score Cards** | 8.8 (691 reviews) | Not enough data | 9.8 (8 reviews) ✓ Verified | 8.0 (455 reviews) ✓ Verified | 
| **Dashboards** | 9.1 (1070 reviews) ✓ Verified | Not enough data | 8.8 (18 reviews) ✓ Verified | 8.6 (563 reviews) ✓ Verified | 

#### Data Preparation

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Connectors** | 9.0 (681 reviews) ✓ Verified | Not enough data | Not enough data | 7.8 (329 reviews) ✓ Verified | 
| **Data Governance** | 8.8 (627 reviews) ✓ Verified | Not enough data | Not enough data | 7.5 (304 reviews) ✓ Verified | 

#### Data Modeling and Blending

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Data Querying** | 8.9 (658 reviews) ✓ Verified | Not enough data | Not enough data | 7.9 (343 reviews) ✓ Verified | 
| **Data Filtering** | 9.1 (673 reviews) ✓ Verified | Not enough data | Not enough data | 8.1 (351 reviews) ✓ Verified | 
| **Data Blending** | 8.8 (684 reviews) ✓ Verified | Not enough data | Not enough data | 7.8 (337 reviews) ✓ Verified | 

#### Generative AI

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **AI Text Generation** | 7.6 (304 reviews) | Not enough data | Not enough data | 6.1 (144 reviews) | 
| **AI Text Summarization** | 7.7 (303 reviews) | Not enough data | Not enough data | 6.2 (144 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Autonomous Task Execution** | 7.6 (146 reviews) | Not enough data | Not enough data | 3.7 (5 reviews) | 
| **Multi-step Planning** | 8.0 (149 reviews) | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | 8.4 (151 reviews) | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | 8.2 (149 reviews) | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | 7.9 (149 reviews) | Not enough data | Not enough data | 4.7 (5 reviews) | 
| **Proactive Assistance** | 8.1 (147 reviews) | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | 8.5 (154 reviews) | Not enough data | Not enough data | Not enough data | 

#### Self Service 

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Calculated Fields** | 8.6 (908 reviews) | Not enough data | 9.0 (12 reviews) ✓ Verified | 8.0 (544 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.9 (899 reviews) | Not enough data | 8.4 (17 reviews) ✓ Verified | 8.2 (544 reviews) ✓ Verified | 
| **Data Discovery** | 8.7 (981 reviews) ✓ Verified | Not enough data | 9.0 (15 reviews) ✓ Verified | 7.9 (522 reviews) ✓ Verified | 
| **Search** | 8.5 (856 reviews) | Not enough data | 8.5 (11 reviews) | 7.7 (493 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.4 (972 reviews) ✓ Verified | Not enough data | 8.5 (8 reviews) ✓ Verified | 7.5 (478 reviews) ✓ Verified | 
| **Automodeling** | 8.2 (882 reviews) ✓ Verified | Not enough data | 7.7 (5 reviews) ✓ Verified | Feature Not Available | 

#### Deployment & Integration - Analytics Platforms

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **No-code Dashboard Builder** | 8.8 (127 reviews) | Not enough data | Not enough data | 6.0 (5 reviews) | 
| **Report Scheduling and Automation** | 8.7 (135 reviews) | Not enough data | Not enough data | 6.7 (5 reviews) | 
| **Embedded Analytics and White-labeling** | 8.4 (115 reviews) | Not enough data | Not enough data | 5.7 (5 reviews) | 
| **Data Source Connectivity** | 9.2 (161 reviews) | Not enough data | Not enough data | 7.6 (7 reviews) | 

#### Advanced Analytics

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Predictive Analytics** | 8.3 (742 reviews) ✓ Verified | Not enough data | 9.0 (8 reviews) ✓ Verified | 6.9 (286 reviews) ✓ Verified | 
| **Data Visualization** | 9.2 (1067 reviews) ✓ Verified | Not enough data | 9.5 (14 reviews) ✓ Verified | 8.5 (539 reviews) ✓ Verified | 
| **Big Data Services** | 8.4 (764 reviews) ✓ Verified | Not enough data | 8.7 (9 reviews) ✓ Verified | 7.6 (416 reviews) ✓ Verified | 

#### Performance & Scalability - Analytics Platforms

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Large data handling and Query Speed** | 7.7 (163 reviews) | Not enough data | Not enough data | 6.9 (6 reviews) | 
| **Concurrent User Support** | 8.6 (114 reviews) | Not enough data | Not enough data | 7.2 (6 reviews) | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Data Modeling and Governance** | 8.7 (121 reviews) | Not enough data | Not enough data | 6.7 (5 reviews) | 
| **Notebook and Script Integration** | 8.6 (113 reviews) | Not enough data | Not enough data | 6.1 (6 reviews) | 
| **Built-in Predictive and Statistical Models** | 8.4 (110 reviews) | Not enough data | Not enough data | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Auto-generated Insights and Narratives** | 8.1 (109 reviews) | Not enough data | Not enough data | 3.7 (5 reviews) | 
| **Natural Language Queries** | 8.1 (116 reviews) | Not enough data | Not enough data | 5.3 (5 reviews) | 
| **Proactive KPI Monitoring and Alerts** | 8.3 (110 reviews) | Not enough data | Not enough data | 4.7 (5 reviews) | 
| **AI Agents for Analytical Follow-ups** | 7.8 (107 reviews) | Not enough data | Not enough data | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | 8.0 (110 reviews) | Not enough data | Not enough data | 3.7 (5 reviews) | 
| **Role-based Insight Personalization** | 8.3 (113 reviews) | Not enough data | Not enough data | 4.7 (6 reviews) | 
| **Conversational and Prompt-based Analytics** | 8.1 (111 reviews) | Not enough data | Not enough data | 3.7 (5 reviews) | 

#### Building Reports

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Data Transformation** | 8.8 (588 reviews) ✓ Verified | Not enough data | Feature Not Available | Feature Not Available | 
| **Data Modeling** | 8.7 (593 reviews) ✓ Verified | Not enough data | 8.3 (6 reviews) ✓ Verified | Feature Not Available | 
| **WYSIWYG Report Design** | 8.5 (514 reviews) ✓ Verified | Not enough data | Not enough data | 7.9 (355 reviews) ✓ Verified | 
| **Integration APIs** | 8.5 (506 reviews) ✓ Verified | Not enough data | 8.3 (6 reviews) ✓ Verified | 7.7 (344 reviews) ✓ Verified | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Microsoft Power BI** | N/A | N/A |
| **Posit** | N/A | N/A |
| **Plotly Dash Enterprise** | 9.0/10 | 20 |
| **Sisense** | 8.0/10 | 701 |

#### Reports

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Reports Interface** | 8.9 (1081 reviews) ✓ Verified | Not enough data | 8.5 (12 reviews) ✓ Verified | 8.3 (553 reviews) ✓ Verified | 
| **Steps to Answer** | 8.4 (973 reviews) ✓ Verified | Not enough data | 7.9 (8 reviews) ✓ Verified | 7.7 (503 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.1 (1076 reviews) ✓ Verified | Not enough data | 9.4 (19 reviews) ✓ Verified | 8.4 (567 reviews) ✓ Verified | 
| **Score Cards** | 8.8 (691 reviews) | Not enough data | 9.8 (8 reviews) ✓ Verified | 8.0 (455 reviews) ✓ Verified | 
| **Dashboards** | 9.1 (1070 reviews) ✓ Verified | Not enough data | 8.8 (18 reviews) ✓ Verified | 8.6 (563 reviews) ✓ Verified | 

#### Self Service 

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Calculated Fields** | 8.6 (908 reviews) | Not enough data | 9.0 (12 reviews) ✓ Verified | 8.0 (544 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.9 (899 reviews) | Not enough data | 8.4 (17 reviews) ✓ Verified | 8.2 (544 reviews) ✓ Verified | 
| **Data Discovery** | 8.7 (981 reviews) ✓ Verified | Not enough data | 9.0 (15 reviews) ✓ Verified | 7.9 (522 reviews) ✓ Verified | 
| **Search** | 8.5 (856 reviews) | Not enough data | 8.5 (11 reviews) | 7.7 (493 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.4 (972 reviews) ✓ Verified | Not enough data | 8.5 (8 reviews) ✓ Verified | 7.5 (478 reviews) ✓ Verified | 
| **Automodeling** | 8.2 (882 reviews) ✓ Verified | Not enough data | 7.7 (5 reviews) ✓ Verified | Feature Not Available | 

#### Building Reports

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Data Transformation** | 8.8 (588 reviews) ✓ Verified | Not enough data | Feature Not Available | Feature Not Available | 
| **Data Modeling** | 8.7 (593 reviews) ✓ Verified | Not enough data | 8.3 (6 reviews) ✓ Verified | Feature Not Available | 
| **WYSIWYG Report Design** | 8.5 (514 reviews) ✓ Verified | Not enough data | Not enough data | 7.9 (355 reviews) ✓ Verified | 
| **Integration APIs** | 8.5 (506 reviews) ✓ Verified | Not enough data | 8.3 (6 reviews) ✓ Verified | 7.7 (344 reviews) ✓ Verified | 

### Statistical Analysis

| Product | Score | Reviews |
|---|---|---|
| **Microsoft Power BI** | N/A | N/A |
| **Posit** | 9.0/10 | 95 |
| **Plotly Dash Enterprise** | N/A | N/A |
| **Sisense** | N/A | N/A |

#### Administration

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Quality Control** | Not enough data | 8.7 (77 reviews) | Not enough data | Not enough data | 
| **Data Sampling** | Not enough data | 9.2 (82 reviews) | Not enough data | Not enough data | 
| **Collaboration** | Not enough data | 8.3 (79 reviews) | Not enough data | Not enough data | 

#### Capabilities

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Data Visualization** | Not enough data | 9.0 (89 reviews) | Not enough data | Not enough data | 
| **Survival Analysis** | Not enough data | 8.9 (67 reviews) | Not enough data | Not enough data | 
| **Risk Data Attributes** | Not enough data | 8.9 (55 reviews) | Not enough data | Not enough data | 
| **Cost Analysis** | Not enough data | 8.8 (59 reviews) | Not enough data | Not enough data | 

#### Methodology

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **ANOVA Support** | Not enough data | 9.1 (77 reviews) | Not enough data | Not enough data | 
| **Regression** | Not enough data | 9.5 (86 reviews) | Not enough data | Not enough data | 
| **Time Series Analysis** | Not enough data | 9.3 (82 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **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 | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Microsoft Power BI** | N/A | N/A |
| **Posit** | 8.6/10 | 32 |
| **Plotly Dash Enterprise** | N/A | N/A |
| **Sisense** | N/A | N/A |

#### System

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | 9.1 (25 reviews) | Not enough data | Not enough data | 

#### Model Development

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Language Support** | Not enough data | 8.8 (20 reviews) | Not enough data | Not enough data | 
| **Drag and Drop** | Not enough data | 7.8 (21 reviews) | Not enough data | Not enough data | 
| **Pre-Built Algorithms** | Not enough data | 8.3 (22 reviews) | Not enough data | Not enough data | 
| **Model Training** | Not enough data | 9.0 (21 reviews) | Not enough data | Not enough data | 

#### Model Development

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Feature Engineering** | Not enough data | 9.0 (21 reviews) | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Computer Vision** | Not enough data | 8.6 (15 reviews) | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | 8.5 (14 reviews) | Not enough data | Not enough data | 
| **Natural Language Generation** | Not enough data | 8.7 (13 reviews) | Not enough data | Not enough data | 
| **Artificial Neural Networks** | Not enough data | 7.6 (17 reviews) | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Natural Language Understanding** | Not enough data | 8.6 (17 reviews) | Not enough data | Not enough data | 
| **Deep Learning** | Not enough data | 9.1 (18 reviews) | Not enough data | Not enough data | 

#### Deployment

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Managed Service** | Not enough data | 8.5 (20 reviews) | Not enough data | Not enough data | 
| **Application** | Not enough data | 8.9 (19 reviews) | Not enough data | Not enough data | 
| **Scalability** | Not enough data | 8.8 (20 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **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 | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **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 | 

### Semantic Layer Tools

| Product | Score | Reviews |
|---|---|---|
| **Microsoft Power BI** | 8.2/10 | 7 |
| **Posit** | N/A | N/A |
| **Plotly Dash Enterprise** | N/A | N/A |
| **Sisense** | N/A | N/A |

#### Deployment & Integration - Semantic Layer Tools

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Multi-Environment & Multi-Cloud Support** | 8.9 (6 reviews) | Not enough data | Not enough data | Not enough data | 
| **Open API & SDK Integration** | 8.6 (6 reviews) | Not enough data | Not enough data | Not enough data | 

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

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Cross-Source Query Federation** | 9.3 (7 reviews) | Not enough data | Not enough data | Not enough data | 
| **Dynamic Schema & Metadata Adaptation** | 8.9 (6 reviews) | Not enough data | Not enough data | Not enough data | 

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

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Derived & Calculated Metrics** | 9.3 (7 reviews) | Not enough data | Not enough data | Not enough data | 
| **Time Intelligence Functions** | 9.3 (7 reviews) | Not enough data | Not enough data | Not enough data | 

#### Performance Optimization - Semantic Layer Tools

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Query Caching & Acceleration** | 8.1 (6 reviews) | Not enough data | Not enough data | Not enough data | 
| **Adaptive Query Optimization** | 8.1 (7 reviews) | Not enough data | Not enough data | Not enough data | 

#### Governance - Semantic Layer Tools

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **AI Governance & Observability** | 7.4 (7 reviews) | Not enough data | Not enough data | Not enough data | 
| **Metric Lineage for AI Training Data** | 7.5 (6 reviews) | Not enough data | Not enough data | Not enough data | 
| **Version Control & Change Impact Analysis** | 7.4 (7 reviews) | Not enough data | Not enough data | Not enough data | 

#### Advanced Intelligence - Semantic Layer Tools

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Natural Language Query Interface** | 7.9 (7 reviews) | Not enough data | Not enough data | Not enough data | 
| **Semantic Layer for AI/ML Models** | 7.5 (6 reviews) | Not enough data | Not enough data | Not enough data | 
| **Recommendation Engine** | 8.1 (6 reviews) | Not enough data | Not enough data | Not enough data | 

#### Agentic AI Enablement - Semantic Layer Tools

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Agentic Query Orchestration** | 7.2 (6 reviews) | Not enough data | Not enough data | Not enough data | 
| **Contextual Reasoning Layer** | 7.2 (6 reviews) | Not enough data | Not enough data | Not enough data | 
| **Workflow Automation via Semantic Agents** | 7.9 (7 reviews) | Not enough data | Not enough data | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Microsoft Power BI** | N/A | N/A |
| **Posit** | N/A | N/A |
| **Plotly Dash Enterprise** | 9.2/10 | 13 |
| **Sisense** | N/A | N/A |

#### Statistical Tool

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Scripting** | Not enough data | Not enough data | 9.1 (11 reviews) | Not enough data | 
| **Data Mining** | Not enough data | Not enough data | 8.8 (8 reviews) | Not enough data | 
| **Algorithms** | Not enough data | Not enough data | 9.2 (6 reviews) | Not enough data | 

#### Data Analysis

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Analysis** | Not enough data | Not enough data | 9.5 (11 reviews) | Not enough data | 
| **Data Interaction** | Not enough data | Not enough data | 9.5 (11 reviews) | Not enough data | 

#### Decision Making

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Modeling** | Not enough data | Not enough data | 9.4 (8 reviews) | Not enough data | 
| **Data Visualizations** | Not enough data | Not enough data | 9.8 (9 reviews) | Not enough data | 
| **Report Generation** | Not enough data | Not enough data | 9.0 (10 reviews) | Not enough data | 
| **Data Unification** | Not enough data | Not enough data | 8.3 (9 reviews) | Not enough data | 

#### Generative AI

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **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 | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Microsoft Power BI** | N/A | N/A |
| **Posit** | 8.5/10 | 11 |
| **Plotly Dash Enterprise** | N/A | N/A |
| **Sisense** | N/A | N/A |

#### Database

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Real-Time Data Collection** | Not enough data | 9.0 (8 reviews) | Not enough data | Not enough data | 
| **Data Distribution** | Not enough data | 9.0 (7 reviews) | Not enough data | Not enough data | 
| **Data Lake** | Not enough data | 8.6 (7 reviews) | Not enough data | Not enough data | 

#### Integrations

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Hadoop Integration** | Not enough data | 8.3 (5 reviews) | Not enough data | Not enough data | 
| **Spark Integration** | Not enough data | 8.3 (6 reviews) | Not enough data | Not enough data | 

#### Platform

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Machine Scaling** | Not enough data | 7.9 (8 reviews) | Not enough data | Not enough data | 
| **Data Preparation** | Not enough data | 8.7 (10 reviews) | Not enough data | Not enough data | 
| **Spark Integration** | Not enough data | 8.3 (6 reviews) | Not enough data | Not enough data | 

#### Processing

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Cloud Processing** | Not enough data | 8.3 (5 reviews) | Not enough data | Not enough data | 
| **Workload Processing** | Not enough data | 8.1 (8 reviews) | Not enough data | Not enough data | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Microsoft Power BI** | N/A | N/A |
| **Posit** | N/A | N/A |
| **Plotly Dash Enterprise** | N/A | N/A |
| **Sisense** | N/A | N/A |

#### Data Transformation

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Real-Time Analytics** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Querying** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Connectivity

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Hadoop Integration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Spark Integration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Multi-Source Analysis** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Lake** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Operations

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Data Visualization** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Workflow** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Governed Discovery** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Embedded Analytics** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Notebooks** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Microsoft Power BI** | N/A | N/A |
| **Posit** | N/A | N/A |
| **Plotly Dash Enterprise** | N/A | N/A |
| **Sisense** | N/A | N/A |

#### Building Reports

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Data Transformation** | 8.8 (588 reviews) ✓ Verified | Not enough data | Feature Not Available | Feature Not Available | 
| **Data Modeling** | 8.7 (593 reviews) ✓ Verified | Not enough data | 8.3 (6 reviews) ✓ Verified | Feature Not Available | 
| **WYSIWYG Report Design** | 8.5 (514 reviews) ✓ Verified | Not enough data | Not enough data | 7.9 (355 reviews) ✓ Verified | 
| **Integration APIs** | 8.5 (506 reviews) ✓ Verified | Not enough data | 8.3 (6 reviews) ✓ Verified | 7.7 (344 reviews) ✓ Verified | 

#### Platform

| Feature | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **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 | 

---
## Categories

**Unique to Microsoft Power BI (2):** [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools)

**Unique to Posit (3):** [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis), [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)

**Unique to Plotly Dash Enterprise (5):** [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), [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)

**Unique to Sisense (3):** [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools)


---
## Reviewer Demographics

### By Company Size

| Segment | Microsoft Power BI | Posit | Plotly Dash Enterprise | Sisense | 
|---|---|---|---|---|
| **Small-Business** | 20.9% | 24.9% | 47.2% | 23.9% | 
| **Mid-Market** | 36.9% | 26.7% | 22.2% | 57.4% | 
| **Enterprise** | 42.2% | 48.5% | 30.6% | 18.7% | 

### By Industry

#### Microsoft Power BI

- **Information Technology and Services:** 16.3%
- **Computer Software:** 6.7%
- **Financial Services:** 4.8%
- **Telecommunications:** 3.2%
- **Hospital & Health Care:** 3.2%
- **Marketing and Advertising:** 2.8%
- **Education Management:** 2.5%
- **Retail:** 2.4%
- **Automotive:** 2.4%
- **Construction:** 2.4%
- **Other:** 53.3%

#### Posit

- **Higher Education:** 19.3%
- **Information Technology and Services:** 12.5%
- **Research:** 11.1%
- **Computer Software:** 8.6%
- **Education Management:** 5.5%
- **Hospital & Health Care:** 4.5%
- **Financial Services:** 4.3%
- **Telecommunications:** 2.1%
- **Biotechnology:** 1.8%
- **Banking:** 1.8%
- **Other:** 28.4%

#### Plotly Dash Enterprise

- **Computer Software:** 16.7%
- **Consumer Electronics:** 5.6%
- **Retail:** 5.6%
- **Research:** 5.6%
- **Oil & Energy:** 5.6%
- **Information Technology and Services:** 5.6%
- **Accounting:** 2.8%
- **Automotive:** 2.8%
- **Biotechnology:** 2.8%
- **Education Management:** 2.8%
- **Other:** 44.4%

#### Sisense

- **Information Technology and Services:** 12.8%
- **Computer Software:** 12.0%
- **Financial Services:** 8.3%
- **Marketing and Advertising:** 6.4%
- **Hospital & Health Care:** 4.4%
- **Internet:** 3.9%
- **Retail:** 2.8%
- **Insurance:** 2.0%
- **Logistics and Supply Chain:** 1.9%
- **Real Estate:** 1.8%
- **Other:** 43.8%

---
## Alternatives

### Alternatives to Microsoft Power BI

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3653 reviews)
- [Oracle Analytics Cloud](https://www.g2.com/products/oracle-analytics-cloud/reviews) — 4.1/5 stars (333 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1642 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [SAP Analytics Cloud](https://www.g2.com/products/sap-analytics-cloud/reviews) — 4.2/5 stars (908 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 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)
- [Sigma](https://www.g2.com/products/sigma-computing-sigma/reviews) — 4.4/5 stars (557 reviews)

### Alternatives to Posit

- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [KNIME](https://www.g2.com/products/knime-analytics-platform/reviews) — 4.4/5 stars (83 reviews)
- [IBM SPSS Statistics](https://www.g2.com/products/ibm-spss-statistics/reviews) — 4.2/5 stars (928 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews)
- [Minitab Statistical Software](https://www.g2.com/products/minitab-statistical-software/reviews) — 4.6/5 stars (225 reviews)
- [JMP](https://www.g2.com/products/jmp/reviews) — 4.5/5 stars (213 reviews)
- [Stata](https://www.g2.com/products/stata/reviews) — 4.3/5 stars (166 reviews)
- [MATLAB](https://www.g2.com/products/matlab/reviews) — 4.5/5 stars (770 reviews)
- [OriginPro](https://www.g2.com/products/originpro/reviews) — 4.7/5 stars (142 reviews)

### Alternatives to Plotly Dash Enterprise

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3653 reviews)
- [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (692 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1642 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (198 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [Mode](https://www.g2.com/products/mode-mode/reviews) — 4.5/5 stars (330 reviews)
- [Metabase](https://www.g2.com/products/metabase/reviews) — 4.4/5 stars (145 reviews)

### Alternatives to Sisense

- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1642 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Zoho Analytics](https://www.g2.com/products/zoho-analytics/reviews) — 4.2/5 stars (287 reviews)
- [Grow.com](https://www.g2.com/products/grow-com/reviews) — 4.3/5 stars (274 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)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.2/5 stars (600 reviews)

---
## Top Discussions

### Microsoft Power BI

- Title: [Is Power BI a Microsoft tool?](https://www.g2.com/discussions/is-power-bi-a-microsoft-tool) — 5 comments, 3 upvotes
  > **Top comment:** "Yes it is"
- Title: [What is Microsoft Power BI Desktop used for?](https://www.g2.com/discussions/what-is-microsoft-power-bi-desktop-used-for) — 4 comments, 1 upvote
  > **Top comment:** "Microsoft Power BI Desktop is a data visualization tool, creating interactive reports and dashboards. It connects to diverse data sources, facilitating..."
- Title: [What are some of the top features of Microsoft BI?](https://www.g2.com/discussions/what-are-some-of-the-top-features-of-microsoft-bi) — 3 comments
  > **Top comment:** "Data Visualization: Microsoft Power BI excels in creating interactive and visually compelling data dashboards and reports, making ramified data easy to..."
- Title: [HOW DO I START MY CAREER IN IT?](https://www.g2.com/discussions/how-do-i-start-my-career-in-it) — 2 comments, 1 upvote
  > **Top comment:** "-Research roles and positions. The IT field is a diverse industry with many specialties.
-Create a short list.
-Learn to code.
-Work on an open-source..."
- Title: [What can Microsoft Power BI do?](https://www.g2.com/discussions/what-can-microsoft-power-bi-do) — 2 comments, 2 upvotes
  > **Top comment:** "Power BI has an excellent query engine with Power Query that provides a great way to transform, mine, aggregate, and perform analyses that would typically be..."

### Posit

- Title: [Can we save our process if we don't save a project?](https://www.g2.com/discussions/32624-can-we-save-our-process-if-we-don-t-save-a-project) — 2 comments, 1 upvote
  > **Top comment:** "There are many ways to save results as an R script runs, take a look at the R saveRDS function as one example.

For questions like this about R a great..."
- Title: [Which software is used for R programming?](https://www.g2.com/discussions/which-software-is-used-for-r-programming) — 1 comment
  > **Top comment:** "RStudio is the most popular IDE for running R programs and has a free license. The official R software environment is an open-source free software..."
- Title: [What is the best way to run R code within a VBA routine?](https://www.g2.com/discussions/what-is-the-best-way-to-run-r-code-within-a-vba-routine) — 1 comment, 1 upvote
  > **Top comment:** "I ran into same kind of problems.  Then I discovered PowerBI.
With PowerBI, and the help of PowerQuery, I'm getting rid of all VbA engines to process..."

### Plotly Dash Enterprise

- Title: [is dash being used as an official application by a big company?](https://www.g2.com/discussions/is-dash-being-used-as-an-official-application-by-a-big-company) — 1 comment, 1 upvote
  > **Top comment:** "Hi Nir, thanks for your question! Dash is used by Fortune 500 companies in numerous industries like pharma, finance, energy, manufacturing, HR, and retail...."
- Title: [So Dash is open-source?](https://www.g2.com/discussions/product-f91d256c-b6f1-4773-ae9e-c2202822070a) — 1 comment, 1 upvote
  > **Top comment:** "Dash is an open-core library, but Plotly also offers Dash Enterprise, which extends that core capability to make web apps more functional and easier to..."
- Title: [Does Dash have a GUI?](https://www.g2.com/discussions/product-5f07bbde-711e-4221-bfe0-4f4ac4f4684a) — 1 comment, 1 upvote
  > **Top comment:** "Hi there, yes Dash does! For easy styling, our GUI, Dash Enterprise Design Kit lets you easily arrange, style, and customize Dash apps so that they can be..."

### Sisense

- Title: [Can i use for fashion designing](https://www.g2.com/discussions/44191-can-i-use-for-fashion-designing) — 3 comments, 1 upvote
  > **Top comment:** "You got me interested. I'm just looking for information that would help me in preparing the presentation of my fashion project. A cool fashion designer..."
- Title: [What is Sisense used for?](https://www.g2.com/discussions/what-is-sisense-used-for) — 2 comments
  > **Top comment:** "Data Analysis and Data Visualization"
- Title: [Is it possible to let more than one user manage an individual report?](https://www.g2.com/discussions/27533-is-it-possible-to-let-more-than-one-user-manage-an-individual-report) — 2 comments
  > **Top comment:** "You can have a second Admin account to manage reports but you have to transfer ownership of the dashboard.  "
- Title: [What is Sisense used for?](https://www.g2.com/discussions/sisense-what-is-sisense-used-for) — 1 comment
  > **Top comment:** "Sisense is a modern analytics platform that turns raw data into trustworthy, interactive insights for both internal teams and external users. You connect..."
- Title: [Who uses Sisense?](https://www.g2.com/discussions/who-uses-sisense) — 1 comment
  > **Top comment:** "Sidense can be used by any industry looking for visualizations that will revolutionize data analytics!"

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/microsoft-microsoft-power-bi-vs-posit-posit-vs-plotly-dash-enterprise-vs-sisense)