# Lightdash, Microsoft Power BI vs Qlik Sense Comparison

| | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Star Rating** | 4.9 out of 5 | 4.5 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 19 | 1,629 | 928 | 
| **Largest Market Segment** | Mid-Market (57.9% of reviews) | Enterprise (42.2% of reviews) | Enterprise (44.1% of reviews) | 
| **Entry Level Price** | $800.00 Per Month | Free 1 User | $30 USD/user/month. Billed Annually.  | 

---
## Top Pros & Cons

### Lightdash

**Not enough data**

### Microsoft Power BI

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

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

### Qlik Sense

Pros:
- Ease of Use (55 reviews)
- Data Visualization (31 reviews)

Cons:
- Limited Features (17 reviews)
- Missing Features (16 reviews)

---
## Ratings Comparison
| Rating | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
  | **Meets Requirements** | 9.0 (15 reviews) | 9.0 (1300 reviews) | 8.5 (603 reviews) | 
  | **Ease of Use** | 9.3 (15 reviews) | 8.5 (1326 reviews) | 8.4 (612 reviews) | 
  | **Ease of Setup** | 9.6 (12 reviews) | 8.8 (757 reviews) | 8.2 (334 reviews) | 
  | **Ease of Admin** | 9.0 (10 reviews) | 8.5 (420 reviews) | 8.0 (332 reviews) | 
  | **Quality of Support** | 9.9 (13 reviews) | 8.5 (1153 reviews) | 8.0 (551 reviews) | 
  | **Has the product been a good partner in doing business?** | 10.0 (10 reviews) | 8.8 (401 reviews) | 8.5 (328 reviews) | 
  | **Product Direction (% positive)** | 10.0 (15 reviews) | 9.3 (1262 reviews) | 8.4 (583 reviews) | 

---
## Pricing

### Lightdash

#### Entry-Level Pricing

Plan: Lightdash Cloud Starter 

Price: $800.00 Per Month

Key Features:
- Unlimited users
- Native dbt integration
- Scheduled dashboard deliveries to Slack, Email

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

#### Free Trial

Yes

### 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

### Qlik Sense

#### Entry-Level Pricing

Plan: Qlik Sense® Business

Price: $30 USD/user/month. Billed Annually. 

Description: SaaS solution to operationalize analytics across groups and teams.



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

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Lightdash** | N/A | N/A |
| **Microsoft Power BI** | 9.0/10 | 1246 |
| **Qlik Sense** | 8.6/10 | 560 |

#### Reports

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Reports Interface** | 9.4 (11 reviews) | 8.9 (1082 reviews) ✓ Verified | 8.3 (421 reviews) ✓ Verified | 
| **Steps to Answer** | 8.1 (9 reviews) | 8.4 (974 reviews) ✓ Verified | 8.3 (398 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.5 (11 reviews) | 9.1 (1077 reviews) ✓ Verified | 8.5 (431 reviews) ✓ Verified | 
| **Score Cards** | 8.8 (10 reviews) | 8.8 (692 reviews) | 8.3 (335 reviews) ✓ Verified | 
| **Dashboards** | 9.7 (11 reviews) | 9.1 (1071 reviews) ✓ Verified | 8.8 (429 reviews) ✓ Verified | 

#### Self Service 

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Calculated Fields** | 8.3 (13 reviews) | 8.6 (909 reviews) | 8.4 (358 reviews) ✓ Verified | 
| **Data Column Filtering** | 9.4 (11 reviews) | 8.9 (900 reviews) | 8.7 (414 reviews) ✓ Verified | 
| **Data Discovery** | 8.6 (11 reviews) | 8.7 (982 reviews) ✓ Verified | 8.5 (403 reviews) ✓ Verified | 
| **Search** | 8.3 (9 reviews) | 8.5 (857 reviews) | 8.4 (396 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 9.4 (9 reviews) | 8.4 (973 reviews) ✓ Verified | 7.9 (344 reviews) ✓ Verified | 
| **Automodeling** | 3.1 (6 reviews) | 8.2 (883 reviews) ✓ Verified | 7.4 (305 reviews) ✓ Verified | 

#### Advanced Analytics

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Predictive Analytics** | 3.1 (9 reviews) | 8.3 (743 reviews) ✓ Verified | 7.4 (235 reviews) ✓ Verified | 
| **Data Visualization** | 8.8 (13 reviews) | 9.2 (1068 reviews) ✓ Verified | 8.7 (408 reviews) ✓ Verified | 
| **Big Data Services** | 6.5 (9 reviews) | 8.4 (765 reviews) ✓ Verified | 7.9 (298 reviews) ✓ Verified | 

#### Building Reports

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Data Transformation** | 5.6 (9 reviews) | 8.8 (589 reviews) ✓ Verified | 8.7 (253 reviews) ✓ Verified | 
| **Data Modeling** | 7.1 (11 reviews) | 8.7 (593 reviews) ✓ Verified | 8.8 (247 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 7.4 (9 reviews) | 8.5 (514 reviews) ✓ Verified | 8.1 (212 reviews) ✓ Verified | 
| **Integration APIs** | 6.9 (9 reviews) | 8.5 (506 reviews) ✓ Verified | 8.0 (186 reviews) ✓ Verified | 

#### Platform

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | Not enough data | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Lightdash** | 7.4/10 | 14 |
| **Microsoft Power BI** | 8.5/10 | 1259 |
| **Qlik Sense** | 8.3/10 | 581 |

#### Reports

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Reports Interface** | 9.4 (11 reviews) | 8.9 (1082 reviews) ✓ Verified | 8.3 (421 reviews) ✓ Verified | 
| **Steps to Answer** | 8.1 (9 reviews) | 8.4 (974 reviews) ✓ Verified | 8.3 (398 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.5 (11 reviews) | 9.1 (1077 reviews) ✓ Verified | 8.5 (431 reviews) ✓ Verified | 
| **Score Cards** | 8.8 (10 reviews) | 8.8 (692 reviews) | 8.3 (335 reviews) ✓ Verified | 
| **Dashboards** | 9.7 (11 reviews) | 9.1 (1071 reviews) ✓ Verified | 8.8 (429 reviews) ✓ Verified | 

#### Data Preparation

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Connectors** | 8.3 (9 reviews) | 9.0 (682 reviews) ✓ Verified | 8.6 (203 reviews) ✓ Verified | 
| **Data Governance** | 8.8 (8 reviews) | 8.8 (628 reviews) ✓ Verified | 8.4 (187 reviews) ✓ Verified | 

#### Data Modeling and Blending

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Data Querying** | 9.6 (8 reviews) | 8.9 (659 reviews) ✓ Verified | 8.9 (226 reviews) ✓ Verified | 
| **Data Filtering** | 9.6 (8 reviews) | 9.1 (674 reviews) ✓ Verified | 9.2 (230 reviews) ✓ Verified | 
| **Data Blending** | 6.7 (6 reviews) | 8.8 (685 reviews) ✓ Verified | 8.9 (224 reviews) ✓ Verified | 

#### Generative AI

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **AI Text Generation** | 1.9 (6 reviews) | 7.7 (305 reviews) | 7.3 (28 reviews) | 
| **AI Text Summarization** | 2.5 (6 reviews) | 7.7 (304 reviews) | 7.3 (29 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.6 (147 reviews) | 8.0 (5 reviews) | 
| **Multi-step Planning** | Not enough data | 8.0 (150 reviews) | 8.3 (5 reviews) | 
| **Cross-system Integration** | Not enough data | 8.4 (152 reviews) | 8.7 (5 reviews) | 
| **Adaptive Learning** | Not enough data | 8.2 (150 reviews) | 7.0 (5 reviews) | 
| **Natural Language Interaction** | Not enough data | 7.9 (150 reviews) | 6.3 (5 reviews) | 
| **Proactive Assistance** | Feature Not Available | 8.1 (148 reviews) | 8.0 (5 reviews) | 
| **Decision Making** | Not enough data | 8.5 (155 reviews) | 8.7 (5 reviews) | 

#### Self Service 

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Calculated Fields** | 8.3 (13 reviews) | 8.6 (909 reviews) | 8.4 (358 reviews) ✓ Verified | 
| **Data Column Filtering** | 9.4 (11 reviews) | 8.9 (900 reviews) | 8.7 (414 reviews) ✓ Verified | 
| **Data Discovery** | 8.6 (11 reviews) | 8.7 (982 reviews) ✓ Verified | 8.5 (403 reviews) ✓ Verified | 
| **Search** | 8.3 (9 reviews) | 8.5 (857 reviews) | 8.4 (396 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 9.4 (9 reviews) | 8.4 (973 reviews) ✓ Verified | 7.9 (344 reviews) ✓ Verified | 
| **Automodeling** | 3.1 (6 reviews) | 8.2 (883 reviews) ✓ Verified | 7.4 (305 reviews) ✓ Verified | 

#### Deployment & Integration - Analytics Platforms

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **No-code Dashboard Builder** | Not enough data | 8.8 (128 reviews) | 8.0 (5 reviews) | 
| **Report Scheduling and Automation** | Not enough data | 8.7 (136 reviews) | 8.7 (5 reviews) | 
| **Embedded Analytics and White-labeling** | Not enough data | 8.4 (116 reviews) | 9.0 (5 reviews) | 
| **Data Source Connectivity** | Not enough data | 9.2 (162 reviews) | 9.7 (6 reviews) | 

#### Advanced Analytics

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Predictive Analytics** | 3.1 (9 reviews) | 8.3 (743 reviews) ✓ Verified | 7.4 (235 reviews) ✓ Verified | 
| **Data Visualization** | 8.8 (13 reviews) | 9.2 (1068 reviews) ✓ Verified | 8.7 (408 reviews) ✓ Verified | 
| **Big Data Services** | 6.5 (9 reviews) | 8.4 (765 reviews) ✓ Verified | 7.9 (298 reviews) ✓ Verified | 

#### Performance & Scalability - Analytics Platforms

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Large data handling and Query Speed** | Not enough data | 7.7 (164 reviews) | 9.0 (8 reviews) | 
| **Concurrent User Support** | Not enough data | 8.6 (115 reviews) | 9.7 (5 reviews) | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Data Modeling and Governance** | Not enough data | 8.8 (122 reviews) | 9.7 (5 reviews) | 
| **Notebook and Script Integration** | Not enough data | 8.6 (114 reviews) | 8.0 (5 reviews) | 
| **Built-in Predictive and Statistical Models** | Not enough data | 8.4 (111 reviews) | 8.0 (5 reviews) | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Auto-generated Insights and Narratives** | Not enough data | 8.1 (110 reviews) | 7.0 (5 reviews) | 
| **Natural Language Queries** | Not enough data | 8.1 (117 reviews) | 8.3 (5 reviews) | 
| **Proactive KPI Monitoring and Alerts** | Not enough data | 8.3 (111 reviews) | 7.0 (5 reviews) | 
| **AI Agents for Analytical Follow-ups** | Not enough data | 7.9 (108 reviews) | 7.0 (5 reviews) | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Not enough data | 8.0 (111 reviews) | 9.3 (5 reviews) | 
| **Role-based Insight Personalization** | Not enough data | 8.3 (114 reviews) | 9.3 (5 reviews) | 
| **Conversational and Prompt-based Analytics** | Not enough data | 8.1 (112 reviews) | 7.0 (5 reviews) | 

#### Building Reports

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Data Transformation** | 5.6 (9 reviews) | 8.8 (589 reviews) ✓ Verified | 8.7 (253 reviews) ✓ Verified | 
| **Data Modeling** | 7.1 (11 reviews) | 8.7 (593 reviews) ✓ Verified | 8.8 (247 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 7.4 (9 reviews) | 8.5 (514 reviews) ✓ Verified | 8.1 (212 reviews) ✓ Verified | 
| **Integration APIs** | 6.9 (9 reviews) | 8.5 (506 reviews) ✓ Verified | 8.0 (186 reviews) ✓ Verified | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Lightdash** | N/A | N/A |
| **Microsoft Power BI** | N/A | N/A |
| **Qlik Sense** | 8.6/10 | 560 |

#### Reports

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Reports Interface** | 9.4 (11 reviews) | 8.9 (1082 reviews) ✓ Verified | 8.3 (421 reviews) ✓ Verified | 
| **Steps to Answer** | 8.1 (9 reviews) | 8.4 (974 reviews) ✓ Verified | 8.3 (398 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.5 (11 reviews) | 9.1 (1077 reviews) ✓ Verified | 8.5 (431 reviews) ✓ Verified | 
| **Score Cards** | 8.8 (10 reviews) | 8.8 (692 reviews) | 8.3 (335 reviews) ✓ Verified | 
| **Dashboards** | 9.7 (11 reviews) | 9.1 (1071 reviews) ✓ Verified | 8.8 (429 reviews) ✓ Verified | 

#### Self Service 

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Calculated Fields** | 8.3 (13 reviews) | 8.6 (909 reviews) | 8.4 (358 reviews) ✓ Verified | 
| **Data Column Filtering** | 9.4 (11 reviews) | 8.9 (900 reviews) | 8.7 (414 reviews) ✓ Verified | 
| **Data Discovery** | 8.6 (11 reviews) | 8.7 (982 reviews) ✓ Verified | 8.5 (403 reviews) ✓ Verified | 
| **Search** | 8.3 (9 reviews) | 8.5 (857 reviews) | 8.4 (396 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 9.4 (9 reviews) | 8.4 (973 reviews) ✓ Verified | 7.9 (344 reviews) ✓ Verified | 
| **Automodeling** | 3.1 (6 reviews) | 8.2 (883 reviews) ✓ Verified | 7.4 (305 reviews) ✓ Verified | 

#### Building Reports

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Data Transformation** | 5.6 (9 reviews) | 8.8 (589 reviews) ✓ Verified | 8.7 (253 reviews) ✓ Verified | 
| **Data Modeling** | 7.1 (11 reviews) | 8.7 (593 reviews) ✓ Verified | 8.8 (247 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 7.4 (9 reviews) | 8.5 (514 reviews) ✓ Verified | 8.1 (212 reviews) ✓ Verified | 
| **Integration APIs** | 6.9 (9 reviews) | 8.5 (506 reviews) ✓ Verified | 8.0 (186 reviews) ✓ Verified | 

### Location Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Lightdash** | N/A | N/A |
| **Microsoft Power BI** | N/A | N/A |
| **Qlik Sense** | 9.0/10 | 120 |

#### Cartography

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Map Design** | Not enough data | Not enough data | 8.8 (62 reviews) | 
| **Vector Mapping ** | Not enough data | Not enough data | 8.8 (55 reviews) | 
| **Data Visualization** | Not enough data | Not enough data | 9.4 (65 reviews) | 
| **Overlaying** | Not enough data | Not enough data | 9.1 (56 reviews) | 

#### Analysis

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Predictive Analysis** | Not enough data | Not enough data | 8.8 (56 reviews) | 
| **Distance Analysis ** | Not enough data | Not enough data | 8.9 (56 reviews) | 
| **Spatial Analysis** | Not enough data | Not enough data | 8.9 (56 reviews) | 
| **Data Stream** | Not enough data | Not enough data | 9.0 (58 reviews) | 

#### Reporting

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | 9.3 (76 reviews) | 
| **WYSIWYG Design** | Not enough data | Not enough data | 9.0 (67 reviews) | 
| **API Integrations** | Not enough data | Not enough data | 9.0 (65 reviews) | 

### Data Preparation

| Product | Score | Reviews |
|---|---|---|
| **Lightdash** | N/A | N/A |
| **Microsoft Power BI** | N/A | N/A |
| **Qlik Sense** | N/A | N/A |

#### Data Source Access

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Breadth of Data Sources** | Not enough data | Not enough data | Not enough data | 
| **Ease of Data Connectivity** | Not enough data | Not enough data | Not enough data | 
| **API Connectivity** | Not enough data | Not enough data | Not enough data | 

#### Data Interaction

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Profiling and Classification** | Not enough data | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | 
| **Data Joining** | Not enough data | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | Not enough data | 
| **Data Quality and Cleansing** | Not enough data | Not enough data | Not enough data | 
| **Data Sharing** | Not enough data | Not enough data | Not enough data | 
| **Data Governance** | Not enough data | Not enough data | Not enough data | 

#### Data Exporting

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Breadth of Integrations** | Not enough data | Not enough data | Not enough data | 
| **Ease of Integrations** | Not enough data | Not enough data | Not enough data | 
| **Data Workflows** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 

### Productivity Bots

| Product | Score | Reviews |
|---|---|---|
| **Lightdash** | N/A | N/A |
| **Microsoft Power BI** | N/A | N/A |
| **Qlik Sense** | N/A | N/A |

#### Agentic AI - Productivity Bots

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Semantic Layer Tools

| Product | Score | Reviews |
|---|---|---|
| **Lightdash** | N/A | N/A |
| **Microsoft Power BI** | 8.3/10 | 8 |
| **Qlik Sense** | N/A | N/A |

#### Deployment & Integration - Semantic Layer Tools

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Multi-Environment & Multi-Cloud Support** | Not enough data | 9.0 (7 reviews) | Not enough data | 
| **Open API & SDK Integration** | Not enough data | 8.8 (7 reviews) | Not enough data | 

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

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Cross-Source Query Federation** | Not enough data | 9.2 (8 reviews) | Not enough data | 
| **Dynamic Schema & Metadata Adaptation** | Not enough data | 9.0 (7 reviews) | Not enough data | 

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

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Derived & Calculated Metrics** | Not enough data | 9.4 (8 reviews) | Not enough data | 
| **Time Intelligence Functions** | Not enough data | 9.4 (8 reviews) | Not enough data | 

#### Performance Optimization - Semantic Layer Tools

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Query Caching & Acceleration** | Not enough data | 8.3 (7 reviews) | Not enough data | 
| **Adaptive Query Optimization** | Not enough data | 8.3 (8 reviews) | Not enough data | 

#### Governance - Semantic Layer Tools

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **AI Governance & Observability** | Not enough data | 7.7 (8 reviews) | Not enough data | 
| **Metric Lineage for AI Training Data** | Not enough data | 7.9 (7 reviews) | Not enough data | 
| **Version Control & Change Impact Analysis** | Not enough data | 7.1 (8 reviews) | Not enough data | 

#### Advanced Intelligence - Semantic Layer Tools

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Natural Language Query Interface** | Not enough data | 7.9 (8 reviews) | Not enough data | 
| **Semantic Layer for AI/ML Models** | Not enough data | 7.9 (7 reviews) | Not enough data | 
| **Recommendation Engine** | Not enough data | 8.3 (7 reviews) | Not enough data | 

#### Agentic AI Enablement - Semantic Layer Tools

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Agentic Query Orchestration** | Not enough data | 7.6 (7 reviews) | Not enough data | 
| **Contextual Reasoning Layer** | Not enough data | 7.6 (7 reviews) | Not enough data | 
| **Workflow Automation via Semantic Agents** | Not enough data | 8.1 (8 reviews) | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Lightdash** | N/A | N/A |
| **Microsoft Power BI** | N/A | N/A |
| **Qlik Sense** | 8.8/10 | 127 |

#### Statistical Tool

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Scripting** | Not enough data | Not enough data | 8.8 (71 reviews) | 
| **Data Mining** | Not enough data | Not enough data | 8.7 (66 reviews) | 
| **Algorithms** | Not enough data | Not enough data | 8.3 (68 reviews) | 

#### Data Analysis

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Analysis** | Not enough data | Not enough data | 9.2 (69 reviews) | 
| **Data Interaction** | Not enough data | Not enough data | 9.2 (72 reviews) | 

#### Decision Making

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Modeling** | Not enough data | Not enough data | 8.9 (76 reviews) | 
| **Data Visualizations** | Not enough data | Not enough data | 9.2 (79 reviews) | 
| **Report Generation** | Not enough data | Not enough data | 8.8 (77 reviews) | 
| **Data Unification** | Not enough data | Not enough data | 9.0 (77 reviews) | 

#### Generative AI

| Feature | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 8.5 (9 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | 8.3 (9 reviews) | 

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


**Unique to Microsoft Power BI (1):** [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools)

**Unique to Qlik Sense (5):** [Location Intelligence Software](https://www.g2.com/categories/location-intelligence), [Productivity Bots Software](https://www.g2.com/categories/productivity-bots), [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Data Preparation Software](https://www.g2.com/categories/data-preparation)


---
## Reviewer Demographics

### By Company Size

| Segment | Lightdash | Microsoft Power BI | Qlik Sense | 
|---|---|---|---|
| **Small-Business** | 21.1% | 20.9% | 14.4% | 
| **Mid-Market** | 57.9% | 36.9% | 41.5% | 
| **Enterprise** | 21.1% | 42.2% | 44.1% | 

### By Industry

#### Lightdash

- **Information Technology and Services:** 23.5%
- **Retail:** 11.8%
- **Real Estate:** 11.8%
- **Online Media:** 11.8%
- **Utilities:** 5.9%
- **Telecommunications:** 5.9%
- **Music:** 5.9%
- **Financial Services:** 5.9%
- **Consumer Goods:** 5.9%
- **Consumer Electronics:** 5.9%
- **Other:** 5.9%

#### 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%

#### Qlik Sense

- **Information Technology and Services:** 10.9%
- **Computer Software:** 6.5%
- **Financial Services:** 5.8%
- **Hospital & Health Care:** 5.7%
- **Retail:** 5.2%
- **Insurance:** 4.6%
- **Pharmaceuticals:** 3.4%
- **Banking:** 3.0%
- **Marketing and Advertising:** 2.6%
- **Automotive:** 2.4%
- **Other:** 49.8%

---
## Alternatives

### Alternatives to Lightdash

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- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3653 reviews)
- [Sigma](https://www.g2.com/products/sigma-computing-sigma/reviews) — 4.4/5 stars (557 reviews)
- [Hex](https://www.g2.com/products/hex-tech-hex/reviews) — 4.5/5 stars (393 reviews)
- [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews) — 4.4/5 stars (330 reviews)
- [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (692 reviews)
- [Mode](https://www.g2.com/products/mode-mode/reviews) — 4.5/5 stars (330 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)

### 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 (1643 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)
- [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 Qlik Sense

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3653 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (692 reviews)
- [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) — 4.1/5 stars (461 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1643 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1062 reviews)
- [SAP Analytics Cloud](https://www.g2.com/products/sap-analytics-cloud/reviews) — 4.2/5 stars (908 reviews)
- [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews) — 4.2/5 stars (600 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)

---
## Top Discussions

### Lightdash

No discussions available for this product.

### 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..."

### Qlik Sense

- Title: [Do you recommend switching to Qliksense?](https://www.g2.com/discussions/50383-do-you-recommend-switching-to-qliksense) — 3 comments, 1 upvote
  > **Top comment:** "Qliksense is pretty decent tool when it comes to Data Visualization and its script editor feature gives the developer the liberty on data manipulation."
- Title: [What is the difference between QlikView and qlik sense?](https://www.g2.com/discussions/what-is-the-difference-between-qlikview-and-qlik-sense) — 1 comment
  > **Top comment:** "2 separate but similar tools from the same vendor with the same purpose . Sense is the younger product, has better optics and is the future technology strategy."
- Title: [Is qlik sense good?](https://www.g2.com/discussions/is-qlik-sense-good) — 1 comment
  > **Top comment:** "Yes"
- Title: [What can qlik sense do?](https://www.g2.com/discussions/what-can-qlik-sense-do) — 1 comment
  > **Top comment:** "Qliksense can convert your data into Insights."
- Title: [¿What is been the biggest challenge, you have presente to date?](https://www.g2.com/discussions/what-is-been-the-biggest-challenge-you-have-presente-to-date) — 1 comment, 1 upvote
  > **Top comment:** "To join all data in a single large dataset"

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/lightdash-vs-microsoft-microsoft-power-bi-vs-qlik-sense)