# Databricks vs Microsoft Power BI Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Microsoft Power BI excels in user-friendliness, with many users highlighting its intuitive interface that saves time and simplifies data integration. This ease of use is a significant advantage for teams looking to quickly adopt a new analytics tool.
- **Users say** that Databricks stands out for its robust capabilities in handling end-to-end data workflows. Reviewers appreciate features like Genie and Lakeflow Connect, which enhance collaboration and streamline processes across data engineering and analytics.
- **According to verified reviews** , Microsoft Power BI's ability to produce a wide range of visuals without restrictions is a major draw for users. This flexibility allows teams to create detailed reports and dashboards that cater to diverse business needs.
- **Reviewers mention** that Databricks offers a polished notebook interface that supports multiple programming languages, making it easier for data professionals to switch between Python, SQL, and Scala. This feature is particularly beneficial for teams that require versatility in their data analysis.
- **G2 reviewers highlight** that while both platforms have strong support, Databricks receives praise for its proactive assistance and collaborative features, which help teams work more effectively together on complex data projects.
- **Users report** that Microsoft Power BI's integration capabilities are impressive, allowing seamless connections to various data sources. This feature is crucial for organizations that rely on diverse datasets to drive their analytics efforts.



| | Databricks | Microsoft Power BI | 
|---|---|---|
| **Star Rating** | 4.6 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 780 | 1,627 | 
| **Largest Market Segment** | Enterprise (43.8% of reviews) | Enterprise (42.2% of reviews) | 
| **Entry Level Price** | No pricing available | Free 1 User | 

---
## Top Pros & Cons

### Databricks

Pros:
- Features (192 reviews)
- Ease of Use (155 reviews)

Cons:
- Learning Curve (78 reviews)
- Expensive (71 reviews)

### Microsoft Power BI

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

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

---
## Ratings Comparison
| Rating | Databricks | Microsoft Power BI | 
|---|---|---|
  | **Meets Requirements** | 9.0 (607 reviews) | 9.0 (1298 reviews) | 
  | **Ease of Use** | 8.9 (627 reviews) | 8.5 (1324 reviews) | 
  | **Ease of Setup** | 8.7 (500 reviews) | 8.8 (755 reviews) | 
  | **Ease of Admin** | 8.4 (188 reviews) | 8.5 (420 reviews) | 
  | **Quality of Support** | 8.8 (584 reviews) | 8.5 (1151 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.9 (192 reviews) | 8.8 (401 reviews) | 
  | **Product Direction (% positive)** | 9.6 (594 reviews) | 9.3 (1261 reviews) | 

---
## Pricing

### Databricks

#### Entry-Level Pricing

No pricing available

#### 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

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | N/A | N/A |
| **Microsoft Power BI** | 8.9/10 | 1245 |

#### Reports

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Reports Interface** | 8.6 (16 reviews) | 8.9 (1081 reviews) ✓ Verified | 
| **Steps to Answer** | 7.9 (12 reviews) | 8.4 (973 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.6 (13 reviews) | 9.1 (1076 reviews) ✓ Verified | 
| **Score Cards** | 8.2 (10 reviews) | 8.8 (691 reviews) | 
| **Dashboards** | 9.0 (17 reviews) | 9.1 (1070 reviews) ✓ Verified | 

#### Self Service 

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Calculated Fields** | 8.1 (12 reviews) | 8.6 (908 reviews) | 
| **Data Column Filtering** | 8.1 (12 reviews) | 8.9 (899 reviews) | 
| **Data Discovery** | 8.7 (13 reviews) | 8.7 (981 reviews) ✓ Verified | 
| **Search** | 8.2 (13 reviews) | 8.5 (856 reviews) | 
| **Collaboration / Workflow** | 8.7 (15 reviews) | 8.4 (972 reviews) ✓ Verified | 
| **Automodeling** | 8.3 (10 reviews) | 8.2 (882 reviews) ✓ Verified | 

#### Advanced Analytics

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Predictive Analytics** | 8.6 (13 reviews) | 8.3 (742 reviews) ✓ Verified | 
| **Data Visualization** | 8.6 (15 reviews) | 9.2 (1067 reviews) ✓ Verified | 
| **Big Data Services** | 9.3 (17 reviews) | 8.4 (764 reviews) ✓ Verified | 

#### Building Reports

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Data Transformation** | 9.1 (166 reviews) | 8.8 (588 reviews) ✓ Verified | 
| **Data Modeling** | 8.6 (157 reviews) | 8.7 (593 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 7.7 (126 reviews) | 8.5 (514 reviews) ✓ Verified | 
| **Integration APIs** | 8.5 (159 reviews) | 8.5 (506 reviews) ✓ Verified | 

#### Platform

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

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 8.9/10 | 215 |
| **Microsoft Power BI** | 8.5/10 | 1257 |

#### Reports

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Reports Interface** | 8.6 (16 reviews) | 8.9 (1081 reviews) ✓ Verified | 
| **Steps to Answer** | 7.9 (12 reviews) | 8.4 (973 reviews) ✓ Verified | 
| **Graphs and Charts** | 8.6 (13 reviews) | 9.1 (1076 reviews) ✓ Verified | 
| **Score Cards** | 8.2 (10 reviews) | 8.8 (691 reviews) | 
| **Dashboards** | 9.0 (17 reviews) | 9.1 (1070 reviews) ✓ Verified | 

#### Data Preparation

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Connectors** | 9.2 (8 reviews) | 9.0 (681 reviews) ✓ Verified | 
| **Data Governance** | 9.1 (9 reviews) | 8.8 (627 reviews) ✓ Verified | 

#### Data Modeling and Blending

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Data Querying** | 9.2 (10 reviews) | 8.9 (658 reviews) ✓ Verified | 
| **Data Filtering** | 9.1 (9 reviews) | 9.1 (673 reviews) ✓ Verified | 
| **Data Blending** | 9.0 (10 reviews) | 8.8 (683 reviews) ✓ Verified | 

#### Generative AI

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **AI Text Generation** | 9.2 (10 reviews) | 7.6 (304 reviews) | 
| **AI Text Summarization** | 9.3 (7 reviews) | 7.7 (303 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Autonomous Task Execution** | 9.4 (8 reviews) | 7.6 (146 reviews) | 
| **Multi-step Planning** | 8.9 (6 reviews) | 8.0 (149 reviews) | 
| **Cross-system Integration** | 8.6 (7 reviews) | 8.4 (151 reviews) | 
| **Adaptive Learning** | 8.6 (7 reviews) | 8.2 (149 reviews) | 
| **Natural Language Interaction** | 8.5 (8 reviews) | 7.9 (149 reviews) | 
| **Proactive Assistance** | 9.5 (7 reviews) | 8.1 (147 reviews) | 
| **Decision Making** | 9.4 (6 reviews) | 8.5 (154 reviews) | 

#### Self Service 

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Calculated Fields** | 8.1 (12 reviews) | 8.6 (908 reviews) | 
| **Data Column Filtering** | 8.1 (12 reviews) | 8.9 (899 reviews) | 
| **Data Discovery** | 8.7 (13 reviews) | 8.7 (981 reviews) ✓ Verified | 
| **Search** | 8.2 (13 reviews) | 8.5 (856 reviews) | 
| **Collaboration / Workflow** | 8.7 (15 reviews) | 8.4 (972 reviews) ✓ Verified | 
| **Automodeling** | 8.3 (10 reviews) | 8.2 (882 reviews) ✓ Verified | 

#### Deployment & Integration - Analytics Platforms

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **No-code Dashboard Builder** | 8.3 (8 reviews) | 8.8 (127 reviews) | 
| **Report Scheduling and Automation** | 9.3 (9 reviews) | 8.7 (135 reviews) | 
| **Embedded Analytics and White-labeling** | 8.8 (7 reviews) | 8.4 (115 reviews) | 
| **Data Source Connectivity** | 9.3 (7 reviews) | 9.1 (160 reviews) | 

#### Advanced Analytics

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Predictive Analytics** | 8.6 (13 reviews) | 8.3 (742 reviews) ✓ Verified | 
| **Data Visualization** | 8.6 (15 reviews) | 9.2 (1067 reviews) ✓ Verified | 
| **Big Data Services** | 9.3 (17 reviews) | 8.4 (764 reviews) ✓ Verified | 

#### Performance & Scalability - Analytics Platforms

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Large data handling and Query Speed** | 9.0 (8 reviews) | 7.7 (163 reviews) | 
| **Concurrent User Support** | 9.7 (5 reviews) | 8.6 (114 reviews) | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Data Modeling and Governance** | 9.1 (9 reviews) | 8.7 (121 reviews) | 
| **Notebook and Script Integration** | 8.7 (9 reviews) | 8.6 (113 reviews) | 
| **Built-in Predictive and Statistical Models** | 8.8 (7 reviews) | 8.4 (110 reviews) | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Auto-generated Insights and Narratives** | 8.8 (8 reviews) | 8.1 (109 reviews) | 
| **Natural Language Queries** | 9.1 (9 reviews) | 8.1 (116 reviews) | 
| **Proactive KPI Monitoring and Alerts** | 9.0 (7 reviews) | 8.3 (110 reviews) | 
| **AI Agents for Analytical Follow-ups** | 8.8 (8 reviews) | 7.8 (107 reviews) | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | 9.3 (7 reviews) | 8.0 (110 reviews) | 
| **Role-based Insight Personalization** | 8.1 (9 reviews) | 8.3 (113 reviews) | 
| **Conversational and Prompt-based Analytics** | 8.5 (8 reviews) | 8.1 (111 reviews) | 

#### Building Reports

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Data Transformation** | 9.1 (166 reviews) | 8.8 (588 reviews) ✓ Verified | 
| **Data Modeling** | 8.6 (157 reviews) | 8.7 (593 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 7.7 (126 reviews) | 8.5 (514 reviews) ✓ Verified | 
| **Integration APIs** | 8.5 (159 reviews) | 8.5 (506 reviews) ✓ Verified | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 8.8/10 | 117 |
| **Microsoft Power BI** | N/A | N/A |

#### Administration

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Data Modelling** | 8.8 (99 reviews) | Not enough data | 
| **Recommendations** | 8.6 (93 reviews) | Not enough data | 
| **Workflow Management** | 9.0 (94 reviews) | Not enough data | 
| **Dashboards and Visualizations** | 8.7 (99 reviews) | Not enough data | 

#### Management

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Business Glossary** | 8.4 (87 reviews) | Not enough data | 
| **Data Discovery** | 8.6 (86 reviews) | Not enough data | 
| **Data Profililng** | 8.6 (88 reviews) | Not enough data | 
| **Reporting and Visualization** | 8.5 (87 reviews) | Not enough data | 
| **Data Lineage** | 8.8 (86 reviews) | Not enough data | 

#### Compliance

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Sensitive Data Compliance** | 8.9 (99 reviews) | Not enough data | 
| **Training and Guidelines** | 8.7 (92 reviews) | Not enough data | 
| **Policy Enforcement** | 8.9 (94 reviews) | Not enough data | 
| **Compliance Monitoring** | 8.7 (95 reviews) | Not enough data | 

#### Security

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Access Control** | 9.0 (88 reviews) | Not enough data | 
| **Roles Management** | 8.9 (86 reviews) | Not enough data | 
| **Compliance Management** | 8.8 (86 reviews) | Not enough data | 

#### Data Quality

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Data Preparation** | 9.0 (94 reviews) | Not enough data | 
| **Data Distribution** | 8.7 (93 reviews) | Not enough data | 
| **Data Unification** | 9.0 (94 reviews) | Not enough data | 

#### Maintainence

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Data Quality Management** | 8.7 (85 reviews) | Not enough data | 
| **Policy Management** | 8.8 (84 reviews) | Not enough data | 

#### Generative AI

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **AI Text Generation** | 8.4 (82 reviews) | Not enough data | 
| **AI Text Summarization** | 8.5 (81 reviews) | Not enough data | 

#### Agentic AI - Data Governance

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Autonomous Task Execution** | 8.5 (10 reviews) | Not enough data | 
| **Multi-step Planning** | 8.8 (11 reviews) | Not enough data | 
| **Cross-system Integration** | 9.0 (14 reviews) | Not enough data | 
| **Adaptive Learning** | 8.5 (12 reviews) | Not enough data | 
| **Natural Language Interaction** | 9.0 (12 reviews) | Not enough data | 
| **Decision Making** | 9.0 (13 reviews) | Not enough data | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 8.9/10 | 193 |
| **Microsoft Power BI** | N/A | N/A |

#### Management

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Reporting** | 8.6 (172 reviews) | Not enough data | 
| **Auditing** | 8.5 (164 reviews) | Not enough data | 

#### Functionality

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Extraction** | 9.1 (177 reviews) | Not enough data | 
| **Transformation** | 9.2 (179 reviews) | Not enough data | 
| **Loading** | 9.1 (173 reviews) | Not enough data | 
| **Automation** | 9.0 (169 reviews) | Not enough data | 
| **Scalability** | 9.1 (169 reviews) | Not enough data | 

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 8.9/10 | 82 |
| **Microsoft Power BI** | N/A | N/A |

#### Deployment

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Language Flexibility** | 8.9 (66 reviews) | Not enough data | 
| **Framework Flexibility** | 8.9 (65 reviews) | Not enough data | 
| **Versioning** | 8.9 (67 reviews) | Not enough data | 
| **Ease of Deployment** | 8.9 (67 reviews) | Not enough data | 
| **Scalability** | 9.0 (69 reviews) | Not enough data | 

#### Deployment

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Language Flexibility** | 8.9 (63 reviews) | Not enough data | 
| **Framework Flexibility** | 8.8 (63 reviews) | Not enough data | 
| **Versioning** | 8.6 (67 reviews) | Not enough data | 
| **Ease of Deployment** | 8.9 (66 reviews) | Not enough data | 
| **Scalability** | 9.1 (67 reviews) | Not enough data | 

#### Management

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Cataloging** | 9.0 (66 reviews) | Not enough data | 
| **Monitoring** | 8.9 (67 reviews) | Not enough data | 
| **Governing** | 9.2 (63 reviews) | Not enough data | 
| **Model Registry** | 9.0 (70 reviews) | Not enough data | 

#### Operations

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Metrics** | 8.8 (63 reviews) | Not enough data | 
| **Infrastructure management** | 8.9 (64 reviews) | Not enough data | 
| **Collaboration** | 9.1 (65 reviews) | Not enough data | 

#### Management

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Cataloging** | 8.9 (63 reviews) | Not enough data | 
| **Monitoring** | 8.7 (62 reviews) | Not enough data | 
| **Governing** | 9.1 (60 reviews) | Not enough data | 

#### Generative AI

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **AI Text Generation** | 8.4 (30 reviews) | Not enough data | 
| **AI Text Summarization** | 8.4 (30 reviews) | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 8.6/10 | 221 |
| **Microsoft Power BI** | N/A | N/A |

#### System

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Data Ingestion & Wrangling** | 8.9 (182 reviews) | Not enough data | 

#### Model Development

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Language Support** | 8.8 (186 reviews) | Not enough data | 
| **Drag and Drop** | 8.0 (189 reviews) | Not enough data | 
| **Pre-Built Algorithms** | 8.3 (187 reviews) | Not enough data | 
| **Model Training** | 8.7 (193 reviews) | Not enough data | 

#### Model Development

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Feature Engineering** | 8.5 (173 reviews) | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Computer Vision** | 8.2 (175 reviews) | Not enough data | 
| **Natural Language Processing** | 8.5 (181 reviews) | Not enough data | 
| **Natural Language Generation** | 8.3 (174 reviews) | Not enough data | 
| **Artificial Neural Networks** | 8.2 (174 reviews) | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Natural Language Understanding** | 8.4 (159 reviews) | Not enough data | 
| **Deep Learning** | 8.4 (162 reviews) | Not enough data | 

#### Deployment

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Managed Service** | 8.5 (180 reviews) | Not enough data | 
| **Application** | 8.7 (182 reviews) | Not enough data | 
| **Scalability** | 9.0 (189 reviews) | Not enough data | 

#### Generative AI

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **AI Text Generation** | 8.2 (87 reviews) | Not enough data | 
| **AI Text Summarization** | 8.4 (88 reviews) | Not enough data | 
| **AI Text-to-Image** | 7.6 (87 reviews) | Not enough data | 

#### Agentic AI - Data Science and Machine Learning Platforms

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Autonomous Task Execution** | 9.3 (9 reviews) | Not enough data | 
| **Multi-step Planning** | 8.5 (8 reviews) | Not enough data | 
| **Cross-system Integration** | 8.3 (9 reviews) | Not enough data | 
| **Adaptive Learning** | 8.8 (8 reviews) | Not enough data | 
| **Natural Language Interaction** | 9.2 (11 reviews) | Not enough data | 
| **Proactive Assistance** | 9.0 (7 reviews) | Not enough data | 
| **Decision Making** | 9.4 (8 reviews) | Not enough data | 

### Data Warehouse

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 8.8/10 | 210 |
| **Microsoft Power BI** | N/A | N/A |

#### Data Management

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Data Integration** | 9.1 (189 reviews) ✓ Verified | Not enough data | 
| **Data Compression** | 8.9 (181 reviews) ✓ Verified | Not enough data | 
| **Data Quality** | 8.9 (182 reviews) ✓ Verified | Not enough data | 
| **Built-In Data Analytics** | 8.8 (180 reviews) ✓ Verified | Not enough data | 
| **In-Database Machine Learning** | 8.7 (168 reviews) ✓ Verified | Not enough data | 
| **Data Lake Analytics** | 9.1 (172 reviews) ✓ Verified | Not enough data | 

#### Integration

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **AI/ ML Integration** | 8.8 (173 reviews) ✓ Verified | Not enough data | 
| **BI Tool Integration** | 8.8 (168 reviews) ✓ Verified | Not enough data | 
| **Data lake Integration** | 9.1 (176 reviews) ✓ Verified | Not enough data | 

#### Deployment

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **On-Premise** | 7.9 (156 reviews) ✓ Verified | Not enough data | 
| **Cloud** | 9.2 (179 reviews) ✓ Verified | Not enough data | 

#### Performance 

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Scalability** | 9.2 (181 reviews) ✓ Verified | Not enough data | 

#### Security

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Data Governance** | 8.9 (174 reviews) ✓ Verified | Not enough data | 
| **Data Security** | 8.9 (169 reviews) ✓ Verified | Not enough data | 

#### Generative AI

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **AI Text Generation** | 8.5 (77 reviews) | Not enough data | 
| **AI Text Summarization** | 8.4 (75 reviews) | Not enough data | 

### Database Management Systems (DBMS)

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | N/A | N/A |
| **Microsoft Power BI** | N/A | N/A |

#### Management

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Data dictionary** | Not enough data | Not enough data | 
| **Data Replication** | Not enough data | Not enough data | 
| **Query Language** | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | 
| **Performance Analysis** | Not enough data | Not enough data | 

#### Maintenance

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Data Migration** | Not enough data | Not enough data | 
| **Backup and Recovery** | Not enough data | Not enough data | 
| **Multi-User Environment** | Not enough data | Not enough data | 

#### Security

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Data Encryption** | Not enough data | Not enough data | 
| **User Access Control** | Not enough data | Not enough data | 

### DataOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 8.9/10 | 81 |
| **Microsoft Power BI** | N/A | N/A |

#### Data Management

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Data Integration** | 9.0 (69 reviews) | Not enough data | 
| **Metadata** | 8.8 (72 reviews) | Not enough data | 
| **Self-service** | 8.9 (71 reviews) | Not enough data | 
| **Automated workflows** | 9.1 (70 reviews) | Not enough data | 

#### Agentic AI - DataOps Platforms

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Autonomous Task Execution** | 9.2 (10 reviews) | Not enough data | 
| **Multi-step Planning** | 9.0 (8 reviews) | Not enough data | 
| **Cross-system Integration** | 9.0 (10 reviews) | Not enough data | 
| **Adaptive Learning** | 9.1 (9 reviews) | Not enough data | 
| **Decision Making** | 9.4 (9 reviews) | Not enough data | 

#### Analytics

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Analytics capabilities** | 8.9 (69 reviews) | Not enough data | 
| **Dasboard visualizations** | 8.6 (68 reviews) | Not enough data | 

#### Monitoring and Management

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Data Observability** | 8.6 (68 reviews) | Not enough data | 
| **Testing capabilities** | 8.6 (69 reviews) | Not enough data | 

#### Cloud Deployment

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Hybrid cloud support** | 9.0 (64 reviews) | Not enough data | 
| **Cloud migration capabilities** | 9.0 (65 reviews) | Not enough data | 

#### Generative AI

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **AI Text Generation** | 9.0 (37 reviews) | Not enough data | 
| **AI Text Summarization** | 8.9 (37 reviews) | Not enough data | 

### Generative AI Infrastructure

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | N/A | N/A |
| **Microsoft Power BI** | N/A | N/A |

#### Scalability and Performance - Generative AI Infrastructure

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **AI High Availability** | Not enough data | Not enough data | 
| **AI Model Training Scalability** | Not enough data | Not enough data | 
| **AI Inference Speed** | Not enough data | Not enough data | 

#### Cost and Efficiency - Generative AI Infrastructure

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **AI Cost per API Call** | Not enough data | Not enough data | 
| **AI Resource Allocation Flexibility** | Not enough data | Not enough data | 
| **AI Energy Efficiency** | Not enough data | Not enough data | 

#### Integration and Extensibility - Generative AI Infrastructure

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **AI Multi-cloud Support** | Not enough data | Not enough data | 
| **AI Data Pipeline Integration** | Not enough data | Not enough data | 
| **AI API Support and Flexibility** | Not enough data | Not enough data | 

#### Security and Compliance - Generative AI Infrastructure

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **AI GDPR and Regulatory Compliance** | Not enough data | Not enough data | 
| **AI Role-based Access Control** | Not enough data | Not enough data | 
| **AI Data Encryption** | Not enough data | Not enough data | 

#### Usability and Support - Generative AI Infrastructure

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **AI Documentation Quality** | Not enough data | Not enough data | 
| **AI Community Activity** | Not enough data | Not enough data | 

### AI Agent Builders

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | N/A | N/A |
| **Microsoft Power BI** | N/A | N/A |

#### Customization - AI Agent Builders

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Natural Language Configuration** | Not enough data | Not enough data | 
| **Tone Customization** | Not enough data | Not enough data | 
| **Security Guardrails** | Not enough data | Not enough data | 

#### Functionality - AI Agent Builders

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Omni-channel Support** | Not enough data | Not enough data | 
| **Agent Branding** | Not enough data | Not enough data | 
| **Proactive Response Capabilities** | Not enough data | Not enough data | 
| **Seamless Human Escalation** | Not enough data | Not enough data | 

#### Data and Analytics - AI Agent Builders

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Analytics & Reporting** | Not enough data | Not enough data | 
| **Contextual Awareness** | Not enough data | Not enough data | 
| **Data Privacy Compliance** | Not enough data | Not enough data | 

#### Integration - AI Agent Builders

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Workflow Automation** | Not enough data | Not enough data | 
| **API Usage** | Not enough data | Not enough data | 
| **Platform Interoperability** | Not enough data | Not enough data | 
| **CRM Data Integration** | Not enough data | Not enough data | 

### Semantic Layer Tools

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | N/A | N/A |
| **Microsoft Power BI** | 8.2/10 | 7 |

#### Deployment & Integration - Semantic Layer Tools

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

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

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

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

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Derived & Calculated Metrics** | Not enough data | 9.3 (7 reviews) | 
| **Time Intelligence Functions** | Not enough data | 9.3 (7 reviews) | 

#### Performance Optimization - Semantic Layer Tools

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Query Caching & Acceleration** | Not enough data | 8.1 (6 reviews) | 
| **Adaptive Query Optimization** | Not enough data | 8.1 (7 reviews) | 

#### Governance - Semantic Layer Tools

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

#### Advanced Intelligence - Semantic Layer Tools

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

#### Agentic AI Enablement - Semantic Layer Tools

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

### AI Gateways

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | N/A | N/A |
| **Microsoft Power BI** | N/A | N/A |

#### Traffic Management & Performance - AI Gateways

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Token-Aware Rate Limiting** | Not enough data | Not enough data | 
| **Semantic Caching** | Not enough data | Not enough data | 
| **Multi-Model Routing & Fallbacks** | Not enough data | Not enough data | 

#### Governance & Observability - AI Gateways

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Data Privacy** | Not enough data | Not enough data | 
| **Cost Tracking** | Not enough data | Not enough data | 
| **Centralized API Key Security** | Not enough data | Not enough data | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 8.9/10 | 335 |
| **Microsoft Power BI** | N/A | N/A |

#### Database

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Real-Time Data Collection** | 8.7 (238 reviews) | Not enough data | 
| **Data Distribution** | 8.9 (245 reviews) | Not enough data | 
| **Data Lake** | 9.3 (271 reviews) | Not enough data | 

#### Integrations

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Hadoop Integration** | 8.3 (217 reviews) | Not enough data | 
| **Spark Integration** | 9.1 (273 reviews) | Not enough data | 

#### Platform

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Machine Scaling** | 9.0 (268 reviews) | Not enough data | 
| **Data Preparation** | 8.9 (254 reviews) | Not enough data | 
| **Spark Integration** | 9.1 (273 reviews) | Not enough data | 

#### Processing

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Cloud Processing** | 9.1 (253 reviews) | Not enough data | 
| **Workload Processing** | 9.0 (261 reviews) | Not enough data | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 8.9/10 | 264 |
| **Microsoft Power BI** | N/A | N/A |

#### Data Transformation

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Real-Time Analytics** | 8.9 (228 reviews) | Not enough data | 
| **Data Querying** | 9.1 (238 reviews) | Not enough data | 

#### Connectivity

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Hadoop Integration** | 8.7 (207 reviews) | Not enough data | 
| **Spark Integration** | 9.2 (232 reviews) | Not enough data | 
| **Multi-Source Analysis** | 9.0 (222 reviews) | Not enough data | 
| **Data Lake** | 9.2 (231 reviews) | Not enough data | 

#### Operations

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Data Visualization** | 8.4 (229 reviews) | Not enough data | 
| **Data Workflow** | 8.8 (229 reviews) | Not enough data | 
| **Governed Discovery** | 8.6 (216 reviews) | Not enough data | 
| **Embedded Analytics** | 8.6 (212 reviews) | Not enough data | 
| **Notebooks** | 9.3 (233 reviews) | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 8.5/10 | 200 |
| **Microsoft Power BI** | N/A | N/A |

#### Building Reports

| Feature | Databricks | Microsoft Power BI | 
|---|---|---|
| **Data Transformation** | 9.1 (166 reviews) | 8.8 (588 reviews) ✓ Verified | 
| **Data Modeling** | 8.6 (157 reviews) | 8.7 (593 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 7.7 (126 reviews) | 8.5 (514 reviews) ✓ Verified | 
| **Integration APIs** | 8.5 (159 reviews) | 8.5 (506 reviews) ✓ Verified | 

#### Platform

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

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

**Unique to Databricks (12):** [DataOps Platforms](https://www.g2.com/categories/dataops-platforms), [MLOps Platforms](https://www.g2.com/categories/mlops-platforms), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools), [ETL Tools](https://www.g2.com/categories/etl-tools), [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution), [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), [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse), [Database Management Systems (DBMS)](https://www.g2.com/categories/database-management-systems-dbms), [Generative AI Infrastructure Software](https://www.g2.com/categories/generative-ai-infrastructure), [ AI Agent Builders Software](https://www.g2.com/categories/ai-agent-builders), [AI Gateways Software](https://www.g2.com/categories/ai-gateways)

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


---
## Reviewer Demographics

### By Company Size

| Segment | Databricks | Microsoft Power BI | 
|---|---|---|
| **Small-Business** | 16.0% | 21.0% | 
| **Mid-Market** | 40.2% | 36.9% | 
| **Enterprise** | 43.8% | 42.2% | 

### By Industry

#### Databricks

- **Information Technology and Services:** 16.0%
- **Financial Services:** 10.3%
- **Computer Software:** 8.8%
- **Consulting:** 4.0%
- **Hospital & Health Care:** 3.6%
- **Retail:** 3.3%
- **Marketing and Advertising:** 3.2%
- **Insurance:** 3.1%
- **Telecommunications:** 2.9%
- **Manufacturing:** 2.6%
- **Other:** 42.1%

#### 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:** 2.5%
- **Automotive:** 2.4%
- **Construction:** 2.4%
- **Other:** 53.3%

---
## Alternatives

### Alternatives to Databricks

- [Cloudera Data Platform](https://www.g2.com/products/cloudera-cloudera-data-platform/reviews) — 4.1/5 stars (136 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (754 reviews)
- [Teradata Vantage](https://www.g2.com/products/teradata-teradata-vantage/reviews) — 4.3/5 stars (373 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1227 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 reviews)
- [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (657 reviews)
- [Qubole](https://www.g2.com/products/qubole/reviews) — 4.0/5 stars (259 reviews)
- [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (798 reviews)
- [dbt](https://www.g2.com/products/dbt/reviews) — 4.7/5 stars (206 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)

### Alternatives to Microsoft Power BI

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3652 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)
- [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)
- [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 (809 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

### Databricks

- Title: [What is Lakehouse in Databricks?](https://www.g2.com/discussions/what-is-lakehouse-in-databricks) — 4 comments, 2 upvotes
  > **Top comment:** "Lakehouse architecture is the merging of the data warehouse and data lake concepts into a single platform, with built-in support for lineage maintenance and ML."
- Title: [What are the features of Databricks?](https://www.g2.com/discussions/what-are-the-features-of-databricks) — 4 comments, 2 upvotes
  > **Top comment:** "Delta Lake
Lakehosue platform
Schema evolution
Data quarantine & Data Quality
Data Integration & Transformations"
- Title: [What does Databricks software do?](https://www.g2.com/discussions/what-does-databricks-software-do) — 3 comments
  > **Top comment:** "It will work like Hadoop, databricks provide the services like big data.
Databricks also work like in advanced level it's have capability to process large..."
- Title: [What is Databricks unified analytics platform?](https://www.g2.com/discussions/what-is-databricks-unified-analytics-platform) — 3 comments
  > **Top comment:** "Databricks' Unified Data Analytics Platform helps organizations accelerate innovation by unifying data science with engineering and business. With Databricks..."

### 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..."

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