# Boomi Data Integration vs Databricks Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Databricks excels in handling large datasets with ease, thanks to its robust AI features and a user-friendly query generator. Users appreciate the platform's ability to manage infrastructure and scaling without hassle, making it a strong choice for enterprises.
- **Users say** that Boomi Data Integration simplifies the process of connecting various systems, allowing for quick deployment and management of integrations. This capability is particularly beneficial for critical business processes, such as sales orders, which users find essential for operational efficiency.
- **According to verified reviews** , Databricks has a higher overall satisfaction score, reflecting its strong performance in areas like data governance and innovation. Users highlight the platform's unified vision of data as a significant advantage in their data management strategies.
- **Reviewers mention** that Boomi Data Integration offers a wide range of connectors to marketing platforms, enabling users to easily configure reports and connect to all necessary tools through a single interface. This flexibility is a key selling point for mid-market companies looking for comprehensive integration solutions.
- **G2 reviewers note** that while Databricks has a slightly lower ease of use rating, its advanced features and capabilities make it a powerful tool for data professionals. Users appreciate the innovative aspects of the platform, which can sometimes require a steeper learning curve.
- **Users highlight** that Boomi Data Integration's customer support is highly regarded, with many praising the effectiveness of their customer success team. This level of support can be crucial for organizations that need assistance during implementation and ongoing operations.



| | Boomi Data Integration | Databricks | 
|---|---|---|
| **Star Rating** | 4.7 out of 5 | 4.6 out of 5 | 
| **Total Reviews** | 121 | 1,353 | 
| **Largest Market Segment** | Mid-Market (41.2% of reviews) | Enterprise (48.0% of reviews) | 
| **Entry Level Price** | $0.75 1 Credit | No pricing available | 

---
## Top Pros & Cons

### Boomi Data Integration

Pros:
- Ease of Use (5 reviews)
- Customer Support (4 reviews)

Cons:
- Data Limitations (1 reviews)
- Information Deficiency (1 reviews)

### Databricks

Pros:
- Features (192 reviews)
- Ease of Use (154 reviews)

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

---
## Ratings Comparison
| Rating | Boomi Data Integration | Databricks | 
|---|---|---|
  | **Meets Requirements** | 9.3 (107 reviews) | 9.0 (661 reviews) | 
  | **Ease of Use** | 9.5 (109 reviews) | 8.8 (1031 reviews) | 
  | **Ease of Setup** | 9.2 (55 reviews) | 8.4 (880 reviews) | 
  | **Ease of Admin** | 9.1 (43 reviews) | 8.4 (192 reviews) | 
  | **Quality of Support** | 9.4 (94 reviews) | 8.8 (641 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.6 (41 reviews) | 8.9 (196 reviews) | 
  | **Product Direction (% positive)** | 9.3 (104 reviews) | 9.6 (641 reviews) | 

---
## Pricing

### Boomi Data Integration

#### Entry-Level Pricing

Plan: Starter

Price: $0.75 1 Credit

Description: For small data and BI teams who need to build data pipelines and manage workflow orchestration.

Key Features:
- One Environment
- Two Users
- Unlimited Data Sources & Destinations

[Browse all 3 editions](https://www.g2.com/products/boomi-data-integration/pricing)

#### Free Trial

Yes

### Databricks

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Boomi Data Integration** | N/A | N/A |
| **Databricks** | 9.2/10 | 393 |

#### Reports

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Reports Interface** | Not enough data | 9.1 (24 reviews) | 
| **Steps to Answer** | Not enough data | 8.3 (20 reviews) | 
| **Graphs and Charts** | Not enough data | 9.1 (21 reviews) | 
| **Score Cards** | Not enough data | 8.8 (16 reviews) | 
| **Dashboards** | Not enough data | 9.2 (28 reviews) | 

#### Data Preparation

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Connectors** | Not enough data | 9.4 (15 reviews) | 
| **Data Governance** | Not enough data | 9.2 (16 reviews) | 

#### Data Modeling and Blending

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Data Querying** | Not enough data | 9.4 (15 reviews) | 
| **Data Filtering** | Not enough data | 9.3 (14 reviews) | 
| **Data Blending** | Not enough data | 9.4 (16 reviews) | 

#### Generative AI

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **AI Text Generation** | Not enough data | 9.5 (16 reviews) | 
| **AI Text Summarization** | Not enough data | 9.6 (13 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 9.2 (15 reviews) | 
| **Multi-step Planning** | Not enough data | 9.4 (12 reviews) | 
| **Cross-system Integration** | Not enough data | 9.2 (13 reviews) | 
| **Adaptive Learning** | Not enough data | 9.1 (13 reviews) | 
| **Natural Language Interaction** | Not enough data | 9.2 (14 reviews) | 
| **Proactive Assistance** | Not enough data | 9.9 (13 reviews) | 
| **Decision Making** | Not enough data | 9.7 (12 reviews) | 

#### Self Service 

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Calculated Fields** | Not enough data | 8.6 (17 reviews) | 
| **Data Column Filtering** | Not enough data | 8.8 (20 reviews) | 
| **Data Discovery** | Not enough data | 9.1 (22 reviews) | 
| **Search** | Not enough data | 8.7 (21 reviews) | 
| **Collaboration / Workflow** | Not enough data | 9.1 (23 reviews) | 
| **Automodeling** | Not enough data | 8.9 (15 reviews) | 

#### Deployment & Integration - Analytics Platforms

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **No-code Dashboard Builder** | Not enough data | 8.9 (15 reviews) | 
| **Report Scheduling and Automation** | Not enough data | 9.6 (15 reviews) | 
| **Embedded Analytics and White-labeling** | Not enough data | 9.4 (13 reviews) | 
| **Data Source Connectivity** | Not enough data | 9.6 (15 reviews) | 

#### Advanced Analytics

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Predictive Analytics** | Not enough data | 9.1 (20 reviews) | 
| **Data Visualization** | Not enough data | 9.0 (21 reviews) | 
| **Big Data Services** | Not enough data | 9.6 (29 reviews) | 

#### Performance & Scalability - Analytics Platforms

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Large data handling and Query Speed** | Not enough data | 9.6 (19 reviews) | 
| **Concurrent User Support** | Not enough data | 9.8 (11 reviews) | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Data Modeling and Governance** | Not enough data | 9.5 (16 reviews) | 
| **Notebook and Script Integration** | Not enough data | 9.0 (16 reviews) | 
| **Built-in Predictive and Statistical Models** | Not enough data | 9.2 (13 reviews) | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Auto-generated Insights and Narratives** | Not enough data | 9.2 (14 reviews) | 
| **Natural Language Queries** | Not enough data | 9.5 (17 reviews) | 
| **Proactive KPI Monitoring and Alerts** | Not enough data | 9.5 (13 reviews) | 
| **AI Agents for Analytical Follow-ups** | Not enough data | 9.2 (15 reviews) | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Not enough data | 9.5 (13 reviews) | 
| **Role-based Insight Personalization** | Not enough data | 8.8 (15 reviews) | 
| **Conversational and Prompt-based Analytics** | Not enough data | 9.2 (14 reviews) | 

#### Building Reports

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Data Transformation** | Not enough data | 9.3 (222 reviews) | 
| **Data Modeling** | Not enough data | 9.0 (221 reviews) | 
| **WYSIWYG Report Design** | Not enough data | 7.8 (174 reviews) | 
| **Integration APIs** | Not enough data | 8.7 (223 reviews) | 

### Data Extraction

| Product | Score | Reviews |
|---|---|---|
| **Boomi Data Integration** | 9.2/10 | 52 |
| **Databricks** | N/A | N/A |

#### Functionality

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Diverse Extraction Points** | 9.3 (50 reviews) | Not enough data | 
| **Data Structuring** | 9.5 (50 reviews) | Not enough data | 
| **Consolidation** | 9.2 (48 reviews) | Not enough data | 
| **Data Cleaning** | 8.8 (45 reviews) | Not enough data | 
| **Cloud Extraction** | 9.5 (48 reviews) | Not enough data | 
| **Visualization** | 8.7 (45 reviews) | Not enough data | 

#### Diverse Extraction Points

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Diverse Extraction Points** | 9.3 (50 reviews) | Not enough data | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **Boomi Data Integration** | N/A | N/A |
| **Databricks** | 8.8/10 | 143 |

#### Administration

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Data Modelling** | Not enough data | 8.9 (105 reviews) | 
| **Recommendations** | Not enough data | 8.6 (96 reviews) | 
| **Workflow Management** | Not enough data | 9.0 (100 reviews) | 
| **Dashboards and Visualizations** | Not enough data | 8.8 (106 reviews) | 

#### Management

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Business Glossary** | Not enough data | 8.5 (90 reviews) | 
| **Data Discovery** | Not enough data | 8.7 (91 reviews) | 
| **Data Profililng** | Not enough data | 8.7 (91 reviews) | 
| **Reporting and Visualization** | Not enough data | 8.6 (90 reviews) | 
| **Data Lineage** | Not enough data | 8.8 (91 reviews) | 

#### Compliance

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Sensitive Data Compliance** | Not enough data | 8.9 (102 reviews) | 
| **Training and Guidelines** | Not enough data | 8.7 (97 reviews) | 
| **Policy Enforcement** | Not enough data | 9.0 (102 reviews) | 
| **Compliance Monitoring** | Not enough data | 8.8 (98 reviews) | 

#### Security

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Access Control** | Not enough data | 9.0 (96 reviews) | 
| **Roles Management** | Not enough data | 8.9 (89 reviews) | 
| **Compliance Management** | Not enough data | 8.8 (89 reviews) | 

#### Data Quality

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Data Preparation** | Not enough data | 9.1 (99 reviews) | 
| **Data Distribution** | Not enough data | 8.8 (96 reviews) | 
| **Data Unification** | Not enough data | 9.1 (104 reviews) | 

#### Maintainence

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Data Quality Management** | Not enough data | 8.8 (88 reviews) | 
| **Policy Management** | Not enough data | 8.8 (87 reviews) | 

#### Generative AI

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **AI Text Generation** | Not enough data | 8.4 (85 reviews) | 
| **AI Text Summarization** | Not enough data | 8.5 (84 reviews) | 

#### Agentic AI - Data Governance

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.8 (13 reviews) | 
| **Multi-step Planning** | Not enough data | 9.0 (14 reviews) | 
| **Cross-system Integration** | Not enough data | 9.0 (18 reviews) | 
| **Adaptive Learning** | Not enough data | 8.8 (15 reviews) | 
| **Natural Language Interaction** | Not enough data | 9.2 (15 reviews) | 
| **Decision Making** | Not enough data | 9.2 (16 reviews) | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Boomi Data Integration** | 9.2/10 | 75 |
| **Databricks** | 9.0/10 | 217 |

#### Management

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Reporting** | 8.6 (67 reviews) | 8.7 (180 reviews) | 
| **Auditing** | 8.8 (59 reviews) | 8.5 (169 reviews) | 

#### Functionality

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Extraction** | 9.6 (71 reviews) | 9.1 (188 reviews) | 
| **Transformation** | 9.1 (69 reviews) | 9.3 (192 reviews) | 
| **Loading** | 9.5 (73 reviews) | 9.2 (182 reviews) | 
| **Automation** | 9.5 (72 reviews) | 9.0 (177 reviews) | 
| **Scalability** | 9.3 (67 reviews) | 9.2 (183 reviews) | 

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Boomi Data Integration** | N/A | N/A |
| **Databricks** | 9.0/10 | 102 |

#### Deployment

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Language Flexibility** | Not enough data | 9.0 (71 reviews) | 
| **Framework Flexibility** | Not enough data | 9.0 (71 reviews) | 
| **Versioning** | Not enough data | 9.0 (73 reviews) | 
| **Ease of Deployment** | Not enough data | 9.0 (75 reviews) | 
| **Scalability** | Not enough data | 9.0 (74 reviews) | 

#### Deployment

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Language Flexibility** | Not enough data | 9.0 (69 reviews) | 
| **Framework Flexibility** | Not enough data | 8.8 (68 reviews) | 
| **Versioning** | Not enough data | 8.7 (73 reviews) | 
| **Ease of Deployment** | Not enough data | 9.0 (74 reviews) | 
| **Scalability** | Not enough data | 9.1 (72 reviews) | 

#### Management

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Cataloging** | Not enough data | 9.0 (71 reviews) | 
| **Monitoring** | Not enough data | 8.9 (71 reviews) | 
| **Governing** | Not enough data | 9.2 (68 reviews) | 
| **Model Registry** | Not enough data | 9.0 (75 reviews) | 

#### Operations

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Metrics** | Not enough data | 8.8 (68 reviews) | 
| **Infrastructure management** | Not enough data | 9.0 (69 reviews) | 
| **Collaboration** | Not enough data | 9.2 (73 reviews) | 

#### Management

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Cataloging** | Not enough data | 8.9 (68 reviews) | 
| **Monitoring** | Not enough data | 8.8 (66 reviews) | 
| **Governing** | Not enough data | 9.1 (66 reviews) | 

#### Generative AI

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **AI Text Generation** | Not enough data | 8.7 (35 reviews) | 
| **AI Text Summarization** | Not enough data | 8.6 (35 reviews) | 

### Cloud Migration

| Product | Score | Reviews |
|---|---|---|
| **Boomi Data Integration** | 9.1/10 | 28 |
| **Databricks** | N/A | N/A |

#### Functionality

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Data Migration** | 9.4 (27 reviews) | Not enough data | 
| **Data Variety** | 9.0 (24 reviews) | Not enough data | 
| **Alerts and Logging** | 9.0 (24 reviews) | Not enough data | 
| **Data Replication** | 8.8 (21 reviews) | Not enough data | 

#### Management

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Backup and Recovery** | 9.0 (21 reviews) | Not enough data | 
| **Integration Variety** | 9.3 (23 reviews) | Not enough data | 
| **Access and Security** | 8.9 (22 reviews) | Not enough data | 
| **Real time Monitoring** | 8.8 (25 reviews) | Not enough data | 

#### Security

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Data Protection** | 9.4 (25 reviews) | Not enough data | 

#### Agentic AI - Cloud Migration

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Boomi Data Integration** | N/A | N/A |
| **Databricks** | 8.7/10 | 242 |

#### System

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | 8.9 (186 reviews) | 

#### Model Development

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Language Support** | Not enough data | 8.8 (195 reviews) | 
| **Drag and Drop** | Not enough data | 8.1 (198 reviews) | 
| **Pre-Built Algorithms** | Not enough data | 8.4 (194 reviews) | 
| **Model Training** | Not enough data | 8.7 (203 reviews) | 

#### Model Development

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Feature Engineering** | Not enough data | 8.5 (178 reviews) | 

#### Machine/Deep Learning Services

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Computer Vision** | Not enough data | 8.2 (182 reviews) | 
| **Natural Language Processing** | Not enough data | 8.6 (190 reviews) | 
| **Natural Language Generation** | Not enough data | 8.3 (181 reviews) | 
| **Artificial Neural Networks** | Not enough data | 8.2 (178 reviews) | 

#### Machine/Deep Learning Services

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Natural Language Understanding** | Not enough data | 8.4 (165 reviews) | 
| **Deep Learning** | Not enough data | 8.5 (167 reviews) | 

#### Deployment

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Managed Service** | Not enough data | 8.6 (187 reviews) | 
| **Application** | Not enough data | 8.8 (190 reviews) | 
| **Scalability** | Not enough data | 9.0 (199 reviews) | 

#### Generative AI

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **AI Text Generation** | Not enough data | 8.4 (94 reviews) | 
| **AI Text Summarization** | Not enough data | 8.5 (94 reviews) | 
| **AI Text-to-Image** | Not enough data | 7.8 (92 reviews) | 

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

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 9.4 (15 reviews) | 
| **Multi-step Planning** | Not enough data | 9.1 (13 reviews) | 
| **Cross-system Integration** | Not enough data | 9.0 (15 reviews) | 
| **Adaptive Learning** | Not enough data | 9.0 (14 reviews) | 
| **Natural Language Interaction** | Not enough data | 9.5 (17 reviews) | 
| **Proactive Assistance** | Not enough data | 9.5 (14 reviews) | 
| **Decision Making** | Not enough data | 9.6 (14 reviews) | 

### Data Replication

| Product | Score | Reviews |
|---|---|---|
| **Boomi Data Integration** | N/A | N/A |
| **Databricks** | N/A | N/A |

#### Management

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Solution Integration** | Not enough data | Not enough data | 
| **Infrastructure Compatibility** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 

#### Solution Provision

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **System Failover** | Not enough data | Not enough data | 
| **Pay by Usage** | Not enough data | Not enough data | 
| **Service Provision** | Not enough data | Not enough data | 

### Data Warehouse

| Product | Score | Reviews |
|---|---|---|
| **Boomi Data Integration** | N/A | N/A |
| **Databricks** | 8.9/10 | 244 |

#### Data Management

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Data Integration** | Not enough data | 9.1 (203 reviews) ✓ Verified | 
| **Data Compression** | Not enough data | 8.9 (187 reviews) ✓ Verified | 
| **Data Quality** | Not enough data | 8.9 (193 reviews) ✓ Verified | 
| **Built-In Data Analytics** | Not enough data | 8.8 (189 reviews) ✓ Verified | 
| **In-Database Machine Learning** | Not enough data | 8.7 (175 reviews) ✓ Verified | 
| **Data Lake Analytics** | Not enough data | 9.1 (179 reviews) ✓ Verified | 

#### Integration

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **AI/ ML Integration** | Not enough data | 8.9 (191 reviews) ✓ Verified | 
| **BI Tool Integration** | Not enough data | 8.8 (174 reviews) ✓ Verified | 
| **Data lake Integration** | Not enough data | 9.1 (187 reviews) ✓ Verified | 

#### Deployment

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **On-Premise** | Not enough data | 8.0 (164 reviews) ✓ Verified | 
| **Cloud** | Not enough data | 9.2 (189 reviews) ✓ Verified | 

#### Performance 

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Scalability** | Not enough data | 9.2 (197 reviews) ✓ Verified | 

#### Security

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Data Governance** | Not enough data | 8.9 (189 reviews) ✓ Verified | 
| **Data Security** | Not enough data | 9.0 (176 reviews) ✓ Verified | 

#### Generative AI

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **AI Text Generation** | Not enough data | 8.6 (85 reviews) | 
| **AI Text Summarization** | Not enough data | 8.5 (83 reviews) | 

### Database Management Systems (DBMS)

| Product | Score | Reviews |
|---|---|---|
| **Boomi Data Integration** | N/A | N/A |
| **Databricks** | N/A | N/A |

#### Management

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **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 | Boomi Data Integration | Databricks | 
|---|---|---|
| **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 | Boomi Data Integration | Databricks | 
|---|---|---|
| **Data Encryption** | Not enough data | Not enough data | 
| **User Access Control** | Not enough data | Not enough data | 

### DataOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Boomi Data Integration** | N/A | N/A |
| **Databricks** | 9.1/10 | 100 |

#### Data Management

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Data Integration** | Not enough data | 9.1 (78 reviews) | 
| **Metadata** | Not enough data | 8.8 (79 reviews) | 
| **Self-service** | Not enough data | 8.9 (75 reviews) | 
| **Automated workflows** | Not enough data | 9.2 (77 reviews) | 

#### Agentic AI - DataOps Platforms

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 9.4 (15 reviews) | 
| **Multi-step Planning** | Not enough data | 9.4 (13 reviews) | 
| **Cross-system Integration** | Not enough data | 9.4 (16 reviews) | 
| **Adaptive Learning** | Not enough data | 9.4 (14 reviews) | 
| **Decision Making** | Not enough data | 9.6 (14 reviews) | 

#### Analytics

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Analytics capabilities** | Not enough data | 9.0 (78 reviews) | 
| **Dasboard visualizations** | Not enough data | 8.7 (74 reviews) | 

#### Monitoring and Management

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Data Observability** | Not enough data | 8.7 (74 reviews) | 
| **Testing capabilities** | Not enough data | 8.7 (75 reviews) | 

#### Cloud Deployment

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Hybrid cloud support** | Not enough data | 9.1 (69 reviews) | 
| **Cloud migration capabilities** | Not enough data | 9.1 (70 reviews) | 

#### Generative AI

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **AI Text Generation** | Not enough data | 9.1 (42 reviews) | 
| **AI Text Summarization** | Not enough data | 9.0 (42 reviews) | 

### Reverse ETL

| Product | Score | Reviews |
|---|---|---|
| **Boomi Data Integration** | 9.0/10 | 8 |
| **Databricks** | N/A | N/A |

#### Data Management 

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Data Modeling** | 9.6 (8 reviews) | Not enough data | 
| **Auditing** | 8.8 (7 reviews) | Not enough data | 
| **Observability** | 9.2 (8 reviews) | Not enough data | 
| **Data mapping** | 9.0 (8 reviews) | Not enough data | 
| **Reporting** | 9.0 (8 reviews) | Not enough data | 

#### Functionality

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Debugging** | 8.1 (7 reviews) | Not enough data | 
| **Workflow Automations** | 9.3 (7 reviews) | Not enough data | 
| **Notifications** | 8.6 (6 reviews) | Not enough data | 
| **API Integrations** | 9.0 (8 reviews) | Not enough data | 
| **Programmed trigger of data sync** | 9.2 (8 reviews) | Not enough data | 
| **Incremental data sync** | 9.2 (8 reviews) | Not enough data | 
| **Data audit** | 9.0 (7 reviews) | Not enough data | 

#### Security

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Security Compliance** | 9.0 (7 reviews) | Not enough data | 
| **Data Encryption** | 9.3 (7 reviews) | Not enough data | 

#### Generative AI

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 

### Generative AI Infrastructure

| Product | Score | Reviews |
|---|---|---|
| **Boomi Data Integration** | N/A | N/A |
| **Databricks** | 9.8/10 | 12 |

#### Scalability and Performance - Generative AI Infrastructure

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **AI High Availability** | Not enough data | 10.0 (5 reviews) | 
| **AI Model Training Scalability** | Not enough data | 10.0 (9 reviews) | 
| **AI Inference Speed** | Not enough data | 10.0 (6 reviews) | 

#### Cost and Efficiency - Generative AI Infrastructure

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **AI Cost per API Call** | Not enough data | 10.0 (5 reviews) | 
| **AI Resource Allocation Flexibility** | Not enough data | 9.3 (7 reviews) | 
| **AI Energy Efficiency** | Not enough data | 10.0 (5 reviews) | 

#### Integration and Extensibility - Generative AI Infrastructure

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **AI Multi-cloud Support** | Not enough data | 9.0 (7 reviews) | 
| **AI Data Pipeline Integration** | Not enough data | 10.0 (6 reviews) | 
| **AI API Support and Flexibility** | Not enough data | 10.0 (5 reviews) | 

#### Security and Compliance - Generative AI Infrastructure

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **AI GDPR and Regulatory Compliance** | Not enough data | 10.0 (5 reviews) | 
| **AI Role-based Access Control** | Not enough data | 9.7 (5 reviews) | 
| **AI Data Encryption** | Not enough data | 10.0 (5 reviews) | 

#### Usability and Support - Generative AI Infrastructure

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **AI Documentation Quality** | Not enough data | 10.0 (7 reviews) | 
| **AI Community Activity** | Not enough data | 9.7 (5 reviews) | 

### AI Agent Builders

| Product | Score | Reviews |
|---|---|---|
| **Boomi Data Integration** | N/A | N/A |
| **Databricks** | 10.0/10 | 7 |

#### Customization - AI Agent Builders

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **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 | Boomi Data Integration | Databricks | 
|---|---|---|
| **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 | Boomi Data Integration | Databricks | 
|---|---|---|
| **Analytics & Reporting** | Not enough data | 10.0 (5 reviews) | 
| **Contextual Awareness** | Not enough data | Not enough data | 
| **Data Privacy Compliance** | Not enough data | Not enough data | 

#### Integration - AI Agent Builders

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **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 | 

### AI Gateways

| Product | Score | Reviews |
|---|---|---|
| **Boomi Data Integration** | N/A | N/A |
| **Databricks** | N/A | N/A |

#### Traffic Management & Performance - AI Gateways

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **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 | Boomi Data Integration | Databricks | 
|---|---|---|
| **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 | 

### Backup

| Product | Score | Reviews |
|---|---|---|
| **Boomi Data Integration** | N/A | N/A |
| **Databricks** | N/A | N/A |

#### Management

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Disaster Recovery** | Not enough data | Not enough data | 
| **Remote Backup** | Not enough data | Not enough data | 
| **Storage Formats** | Not enough data | Not enough data | 
| **Scheduled Backups** | Not enough data | Not enough data | 
| **On-Demand Restoration** | Not enough data | Not enough data | 

#### Reporting

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Activity Monitoring** | Not enough data | Not enough data | 
| **Documentation** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 

#### Security

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Data Encryption** | Not enough data | Not enough data | 
| **Security and Compliance** | Not enough data | Not enough data | 
| **Deduplication ** | Not enough data | Not enough data | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Boomi Data Integration** | N/A | N/A |
| **Databricks** | 9.0/10 | 534 |

#### Database

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Real-Time Data Collection** | Not enough data | 8.8 (259 reviews) | 
| **Data Distribution** | Not enough data | 9.0 (255 reviews) | 
| **Data Lake** | Not enough data | 9.4 (336 reviews) | 

#### Integrations

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Hadoop Integration** | Not enough data | 8.3 (223 reviews) | 
| **Spark Integration** | Not enough data | 9.1 (301 reviews) | 

#### Platform

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Machine Scaling** | Not enough data | 9.0 (330 reviews) | 
| **Data Preparation** | Not enough data | 9.1 (319 reviews) | 
| **Spark Integration** | Not enough data | 9.1 (301 reviews) | 

#### Processing

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Cloud Processing** | Not enough data | 9.1 (296 reviews) | 
| **Workload Processing** | Not enough data | 9.1 (302 reviews) | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Boomi Data Integration** | N/A | N/A |
| **Databricks** | 8.9/10 | 284 |

#### Data Transformation

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Real-Time Analytics** | Not enough data | 8.9 (231 reviews) | 
| **Data Querying** | Not enough data | 9.1 (245 reviews) | 

#### Connectivity

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Hadoop Integration** | Not enough data | 8.7 (210 reviews) | 
| **Spark Integration** | Not enough data | 9.2 (236 reviews) | 
| **Multi-Source Analysis** | Not enough data | 9.0 (229 reviews) | 
| **Data Lake** | Not enough data | 9.2 (236 reviews) | 

#### Operations

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Data Visualization** | Not enough data | 8.5 (233 reviews) | 
| **Data Workflow** | Not enough data | 8.9 (239 reviews) | 
| **Governed Discovery** | Not enough data | 8.6 (222 reviews) | 
| **Embedded Analytics** | Not enough data | 8.7 (215 reviews) | 
| **Notebooks** | Not enough data | 9.3 (240 reviews) | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Boomi Data Integration** | N/A | N/A |
| **Databricks** | 8.7/10 | 361 |

#### Building Reports

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **Data Transformation** | Not enough data | 9.3 (222 reviews) | 
| **Data Modeling** | Not enough data | 9.0 (221 reviews) | 
| **WYSIWYG Report Design** | Not enough data | 7.8 (174 reviews) | 
| **Integration APIs** | Not enough data | 8.7 (223 reviews) | 

#### Platform

| Feature | Boomi Data Integration | Databricks | 
|---|---|---|
| **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):** [ETL Tools](https://www.g2.com/categories/etl-tools)

**Unique to Boomi Data Integration (4):** [Reverse ETL Software](https://www.g2.com/categories/reverse-etl), [Data Extraction Tools](https://www.g2.com/categories/data-extraction-tools), [Cloud Migration Software](https://www.g2.com/categories/cloud-migration), [Data Replication Software](https://www.g2.com/categories/data-replication)

**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), [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), [Analytics Platforms](https://www.g2.com/categories/analytics-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)


---
## Reviewer Demographics

### By Company Size

| Segment | Boomi Data Integration | Databricks | 
|---|---|---|
| **Small-Business** | 36.1% | 14.8% | 
| **Mid-Market** | 41.2% | 37.2% | 
| **Enterprise** | 22.7% | 48.0% | 

### By Industry

#### Boomi Data Integration

- **Information Technology and Services:** 21.0%
- **Computer Software:** 12.6%
- **Marketing and Advertising:** 11.8%
- **Financial Services:** 10.9%
- **Consulting:** 5.0%
- **Leisure, Travel & Tourism:** 5.0%
- **Banking:** 2.5%
- **Hospital & Health Care:** 2.5%
- **Broadcast Media:** 1.7%
- **Consumer Goods:** 1.7%
- **Other:** 25.2%

#### Databricks

- **Information Technology and Services:** 12.5%
- **Financial Services:** 12.4%
- **Computer Software:** 8.0%
- **Consulting:** 4.9%
- **Manufacturing:** 4.5%
- **Hospital & Health Care:** 4.4%
- **Retail:** 3.9%
- **Airlines/Aviation:** 3.3%
- **Oil & Energy:** 3.0%
- **Insurance:** 2.9%
- **Other:** 40.1%

---
## Alternatives

### Alternatives to Boomi Data Integration

- [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (823 reviews)
- [Hevo Data](https://www.g2.com/products/hevo-data/reviews) — 4.4/5 stars (291 reviews)
- [Workato](https://www.g2.com/products/workato/reviews) — 4.7/5 stars (778 reviews)
- [Skyvia](https://www.g2.com/products/skyvia/reviews) — 4.8/5 stars (325 reviews)
- [Adverity](https://www.g2.com/products/adverity/reviews) — 4.4/5 stars (322 reviews)
- [Supermetrics](https://www.g2.com/products/supermetrics/reviews) — 4.4/5 stars (823 reviews)
- [Hightouch](https://www.g2.com/products/hightouch/reviews) — 4.6/5 stars (399 reviews)
- [Apify](https://www.g2.com/products/apify/reviews) — 4.7/5 stars (553 reviews)
- [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) — 4.4/5 stars (400 reviews)
- [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews) — 4.5/5 stars (576 reviews)

### Alternatives to Databricks

- [Cloudera](https://www.g2.com/products/cloudera/reviews) — 4.1/5 stars (136 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (760 reviews)
- [Teradata Autonomous Knowledge Platform](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews) — 4.3/5 stars (376 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1223 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (884 reviews)
- [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (660 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 (818 reviews)
- [dbt](https://www.g2.com/products/dbt/reviews) — 4.7/5 stars (209 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (619 reviews)

---
## Top Discussions

### Boomi Data Integration

- Title: [What is the use of Rivery?](https://www.g2.com/discussions/what-is-the-use-of-rivery) — 2 comments
  > **Top comment:** "The main uses are:

1. API connector - With more than 100 API's connections out of the box, it will save you a lot of time connecting to them by yourself...."
- Title: [How much does Rivery cost?](https://www.g2.com/discussions/how-much-does-rivery-cost) — 1 comment
  > **Top comment:** "Rivery's pricing is based on usage alone. All the details are listed here: https://rivery.io/pricing/ "
- Title: [What does Rivery do?](https://www.g2.com/discussions/what-does-rivery-do) — 1 comment
  > **Top comment:** "Rivery helps data engineers and data analysts to easily integrate all of their data in the cloud. This includes built in connectors for all data sources..."

### 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, 1 upvote
  > **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..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/boomi-data-integration-vs-databricks)