# Databricks vs OpenText Vertica Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Databricks excels in simplifying the entire data workflow, allowing users to manage data processing, analysis, and machine learning all in one place. This integration is highlighted by features like Genie and Lakehouse Connect, which enhance user experience and efficiency.
- **Users say** that OpenText Vertica is particularly strong for handling large datasets and complex queries, making it a preferred choice for analytics and Big Data. Reviewers appreciate its ability to process millions of rows in real-time and its flexibility in managing multiple tasks simultaneously.
- **According to verified reviews** , Databricks has a significant edge in user satisfaction, reflected in its higher G2 Score. Users frequently mention the value of the Unity Catalog for centralized governance and fine-grained access control, which streamlines data management for enterprises.
- **Reviewers mention** that while OpenText Vertica is effective for heavy data processing, it may not match the ease of use and setup that Databricks offers. Users have noted that Databricks provides a more intuitive onboarding experience, which can be crucial for teams looking to get up and running quickly.
- **G2 reviewers highlight** that Databricks' cloud capabilities are superior, with features that support real-time data collection and advanced analytics. This is complemented by a robust notebook environment that facilitates collaboration and data exploration, making it a favorite among data scientists.
- **Users report** that OpenText Vertica's strengths lie in its data lake integration and compression capabilities, which enhance data analytics. However, they also note that the platform could benefit from improvements in user support and product direction compared to the more consistently praised support from Databricks.



| | Databricks | OpenText Vertica | 
|---|---|---|
| **Star Rating** | 4.6 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 771 | 216 | 
| **Largest Market Segment** | Enterprise (44.2% of reviews) | Enterprise (44.6% of reviews) | 
| **Entry Level Price** | No pricing available | Free | 

---
## Top Pros & Cons

### Databricks

Pros:
- Features (288 reviews)
- Ease of Use (278 reviews)

Cons:
- Learning Curve (112 reviews)
- Expensive (97 reviews)

### OpenText Vertica

**Not enough data**

---
## Ratings Comparison
| Rating | Databricks | OpenText Vertica | 
|---|---|---|
  | **Meets Requirements** | 9.0 (598 reviews) | 8.6 (147 reviews) | 
  | **Ease of Use** | 8.9 (614 reviews) | 8.5 (148 reviews) | 
  | **Ease of Setup** | 8.7 (487 reviews) | 8.1 (84 reviews) | 
  | **Ease of Admin** | 8.4 (185 reviews) | 8.3 (89 reviews) | 
  | **Quality of Support** | 8.7 (575 reviews) | 8.1 (146 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.9 (189 reviews) | 8.3 (87 reviews) | 
  | **Product Direction (% positive)** | 9.6 (585 reviews) | 8.0 (143 reviews) | 

---
## Pricing

### Databricks

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### OpenText Vertica

#### Entry-Level Pricing

Plan: Vertica Community Edition

Price: Free

Description: Free to use for up to 1TB and three nodes

Key Features:
- https://www.vertica.com/register/

[Browse all 4 editions](https://www.g2.com/products/opentext-vertica/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 8.8/10 | 203 |
| **OpenText Vertica** | N/A | N/A |

#### Reports

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Reports Interface** | 8.5 (14 reviews) | Not enough data | 
| **Steps to Answer** | 7.9 (12 reviews) | Not enough data | 
| **Graphs and Charts** | 8.6 (13 reviews) | Not enough data | 
| **Score Cards** | 8.2 (10 reviews) | Not enough data | 
| **Dashboards** | 9.0 (17 reviews) | Not enough data | 

#### Data Preparation

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Connectors** | 9.0 (7 reviews) | Not enough data | 
| **Data Governance** | 9.0 (8 reviews) | Not enough data | 

#### Data Modeling and Blending

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Data Querying** | 9.1 (9 reviews) | Not enough data | 
| **Data Filtering** | 9.0 (8 reviews) | Not enough data | 
| **Data Blending** | 8.9 (9 reviews) | Not enough data | 

#### Generative AI

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **AI Text Generation** | 9.2 (10 reviews) | Not enough data | 
| **AI Text Summarization** | 9.3 (7 reviews) | Not enough data | 

#### Agentic AI - Analytics Platforms

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Autonomous Task Execution** | 9.4 (8 reviews) | Not enough data | 
| **Multi-step Planning** | 8.9 (6 reviews) | Not enough data | 
| **Cross-system Integration** | 8.6 (7 reviews) | Not enough data | 
| **Adaptive Learning** | 8.6 (7 reviews) | Not enough data | 
| **Natural Language Interaction** | 8.5 (8 reviews) | Not enough data | 
| **Proactive Assistance** | 9.3 (7 reviews) | Not enough data | 
| **Decision Making** | 9.4 (6 reviews) | Not enough data | 

#### Self Service 

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Calculated Fields** | 7.9 (11 reviews) | Not enough data | 
| **Data Column Filtering** | 7.9 (11 reviews) | Not enough data | 
| **Data Discovery** | 8.6 (12 reviews) | Not enough data | 
| **Search** | 8.2 (13 reviews) | Not enough data | 
| **Collaboration / Workflow** | 8.5 (13 reviews) | Not enough data | 
| **Automodeling** | 8.3 (10 reviews) | Not enough data | 

#### Deployment & Integration - Analytics Platforms

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **No-code Dashboard Builder** | 8.3 (8 reviews) | Not enough data | 
| **Report Scheduling and Automation** | 9.3 (9 reviews) | Not enough data | 
| **Embedded Analytics and White-labeling** | 8.8 (7 reviews) | Not enough data | 
| **Data Source Connectivity** | 9.3 (7 reviews) | Not enough data | 

#### Advanced Analytics

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Predictive Analytics** | 8.6 (13 reviews) | Not enough data | 
| **Data Visualization** | 8.5 (13 reviews) | Not enough data | 
| **Big Data Services** | 9.2 (15 reviews) | Not enough data | 

#### Performance & Scalability - Analytics Platforms

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Large data handling and Query Speed** | 9.0 (8 reviews) | Not enough data | 
| **Concurrent User Support** | 9.7 (5 reviews) | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Data Modeling and Governance** | 9.1 (9 reviews) | Not enough data | 
| **Notebook and Script Integration** | 8.7 (9 reviews) | Not enough data | 
| **Built-in Predictive and Statistical Models** | 8.8 (7 reviews) | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Auto-generated Insights and Narratives** | 8.8 (8 reviews) | Not enough data | 
| **Natural Language Queries** | 9.1 (9 reviews) | Not enough data | 
| **Proactive KPI Monitoring and Alerts** | 9.0 (7 reviews) | Not enough data | 
| **AI Agents for Analytical Follow-ups** | 8.8 (8 reviews) | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | 9.3 (7 reviews) | Not enough data | 
| **Role-based Insight Personalization** | 8.1 (9 reviews) | Not enough data | 
| **Conversational and Prompt-based Analytics** | 8.5 (8 reviews) | Not enough data | 

#### Building Reports

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Data Transformation** | 9.1 (160 reviews) | Not enough data | 
| **Data Modeling** | 8.7 (150 reviews) | Not enough data | 
| **WYSIWYG Report Design** | 7.7 (125 reviews) | Not enough data | 
| **Integration APIs** | 8.5 (152 reviews) | Not enough data | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 8.8/10 | 117 |
| **OpenText Vertica** | N/A | N/A |

#### Administration

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Data Modelling** | 8.8 (100 reviews) | Not enough data | 
| **Recommendations** | 8.6 (94 reviews) | Not enough data | 
| **Workflow Management** | 9.0 (95 reviews) | Not enough data | 
| **Dashboards and Visualizations** | 8.7 (99 reviews) | Not enough data | 

#### Management

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Business Glossary** | 8.5 (88 reviews) | Not enough data | 
| **Data Discovery** | 8.6 (87 reviews) | Not enough data | 
| **Data Profililng** | 8.7 (89 reviews) | Not enough data | 
| **Reporting and Visualization** | 8.5 (88 reviews) | Not enough data | 
| **Data Lineage** | 8.8 (87 reviews) | Not enough data | 

#### Compliance

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Sensitive Data Compliance** | 8.9 (100 reviews) | Not enough data | 
| **Training and Guidelines** | 8.7 (93 reviews) | Not enough data | 
| **Policy Enforcement** | 8.9 (95 reviews) | Not enough data | 
| **Compliance Monitoring** | 8.7 (96 reviews) | Not enough data | 

#### Security

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Access Control** | 9.0 (89 reviews) | Not enough data | 
| **Roles Management** | 8.9 (87 reviews) | Not enough data | 
| **Compliance Management** | 8.8 (87 reviews) | Not enough data | 

#### Data Quality

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Data Preparation** | 9.0 (95 reviews) | Not enough data | 
| **Data Distribution** | 8.7 (94 reviews) | Not enough data | 
| **Data Unification** | 9.0 (95 reviews) | Not enough data | 

#### Maintainence

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Data Quality Management** | 8.7 (86 reviews) | Not enough data | 
| **Policy Management** | 8.8 (85 reviews) | Not enough data | 

#### Generative AI

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **AI Text Generation** | 8.4 (83 reviews) | Not enough data | 
| **AI Text Summarization** | 8.5 (82 reviews) | Not enough data | 

#### Agentic AI - Data Governance

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Autonomous Task Execution** | 8.6 (11 reviews) | Not enough data | 
| **Multi-step Planning** | 8.9 (12 reviews) | Not enough data | 
| **Cross-system Integration** | 9.1 (15 reviews) | Not enough data | 
| **Adaptive Learning** | 8.6 (13 reviews) | Not enough data | 
| **Natural Language Interaction** | 9.1 (13 reviews) | Not enough data | 
| **Decision Making** | 9.0 (14 reviews) | Not enough data | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 8.9/10 | 190 |
| **OpenText Vertica** | N/A | N/A |

#### Management

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Reporting** | 8.6 (172 reviews) | Not enough data | 
| **Auditing** | 8.5 (164 reviews) | Not enough data | 

#### Functionality

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Extraction** | 9.1 (176 reviews) | Not enough data | 
| **Transformation** | 9.2 (178 reviews) | Not enough data | 
| **Loading** | 9.1 (173 reviews) | Not enough data | 
| **Automation** | 9.0 (167 reviews) | Not enough data | 
| **Scalability** | 9.1 (169 reviews) | Not enough data | 

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 8.9/10 | 78 |
| **OpenText Vertica** | N/A | N/A |

#### Deployment

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Language Flexibility** | 8.9 (65 reviews) | Not enough data | 
| **Framework Flexibility** | 8.9 (64 reviews) | Not enough data | 
| **Versioning** | 8.9 (66 reviews) | Not enough data | 
| **Ease of Deployment** | 8.9 (66 reviews) | Not enough data | 
| **Scalability** | 9.0 (68 reviews) | Not enough data | 

#### Deployment

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Language Flexibility** | 8.9 (62 reviews) | Not enough data | 
| **Framework Flexibility** | 8.8 (62 reviews) | Not enough data | 
| **Versioning** | 8.6 (66 reviews) | Not enough data | 
| **Ease of Deployment** | 8.9 (65 reviews) | Not enough data | 
| **Scalability** | 9.0 (66 reviews) | Not enough data | 

#### Management

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Cataloging** | 9.0 (64 reviews) | Not enough data | 
| **Monitoring** | 8.9 (66 reviews) | Not enough data | 
| **Governing** | 9.2 (61 reviews) | Not enough data | 
| **Model Registry** | 9.0 (69 reviews) | Not enough data | 

#### Operations

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Metrics** | 8.7 (62 reviews) | Not enough data | 
| **Infrastructure management** | 8.8 (62 reviews) | Not enough data | 
| **Collaboration** | 9.0 (63 reviews) | Not enough data | 

#### Management

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Cataloging** | 8.8 (61 reviews) | Not enough data | 
| **Monitoring** | 8.7 (61 reviews) | Not enough data | 
| **Governing** | 9.1 (59 reviews) | Not enough data | 

#### Generative AI

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **AI Text Generation** | 8.3 (28 reviews) | Not enough data | 
| **AI Text Summarization** | 8.3 (28 reviews) | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 8.6/10 | 219 |
| **OpenText Vertica** | N/A | N/A |

#### System

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Data Ingestion & Wrangling** | 8.9 (180 reviews) | Not enough data | 

#### Model Development

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Language Support** | 8.7 (185 reviews) | Not enough data | 
| **Drag and Drop** | 8.0 (188 reviews) | Not enough data | 
| **Pre-Built Algorithms** | 8.3 (186 reviews) | Not enough data | 
| **Model Training** | 8.7 (191 reviews) | Not enough data | 

#### Model Development

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Feature Engineering** | 8.5 (172 reviews) | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Computer Vision** | 8.2 (174 reviews) | Not enough data | 
| **Natural Language Processing** | 8.5 (180 reviews) | Not enough data | 
| **Natural Language Generation** | 8.3 (172 reviews) | Not enough data | 
| **Artificial Neural Networks** | 8.2 (172 reviews) | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Natural Language Understanding** | 8.4 (158 reviews) | Not enough data | 
| **Deep Learning** | 8.4 (160 reviews) | Not enough data | 

#### Deployment

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Managed Service** | 8.5 (179 reviews) | Not enough data | 
| **Application** | 8.7 (180 reviews) | Not enough data | 
| **Scalability** | 9.0 (188 reviews) | Not enough data | 

#### Generative AI

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **AI Text Generation** | 8.2 (86 reviews) | Not enough data | 
| **AI Text Summarization** | 8.4 (87 reviews) | Not enough data | 
| **AI Text-to-Image** | 7.6 (86 reviews) | Not enough data | 

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

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **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** | 8.8 (7 reviews) | Not enough data | 
| **Decision Making** | 9.4 (8 reviews) | Not enough data | 

### Data Warehouse

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 8.9/10 | 206 |
| **OpenText Vertica** | 8.3/10 | 89 |

#### Data Management

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Data Integration** | 9.1 (188 reviews) ✓ Verified | 8.4 (71 reviews) ✓ Verified | 
| **Data Compression** | 8.9 (181 reviews) ✓ Verified | 8.5 (72 reviews) ✓ Verified | 
| **Data Quality** | 8.9 (183 reviews) ✓ Verified | 8.6 (73 reviews) | 
| **Built-In Data Analytics** | 8.8 (181 reviews) ✓ Verified | 8.5 (66 reviews) ✓ Verified | 
| **In-Database Machine Learning** | 8.7 (168 reviews) ✓ Verified | 7.9 (43 reviews) ✓ Verified | 
| **Data Lake Analytics** | 9.1 (173 reviews) ✓ Verified | 8.4 (49 reviews) ✓ Verified | 

#### Integration

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **AI/ ML Integration** | 8.8 (171 reviews) ✓ Verified | 7.7 (43 reviews) ✓ Verified | 
| **BI Tool Integration** | 8.8 (168 reviews) ✓ Verified | 8.4 (65 reviews) ✓ Verified | 
| **Data lake Integration** | 9.1 (177 reviews) ✓ Verified | 8.2 (50 reviews) ✓ Verified | 

#### Deployment

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **On-Premise** | 8.0 (157 reviews) ✓ Verified | 8.3 (66 reviews) ✓ Verified | 
| **Cloud** | 9.2 (180 reviews) ✓ Verified | 7.9 (51 reviews) ✓ Verified | 

#### Performance 

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Scalability** | 9.2 (182 reviews) ✓ Verified | 8.3 (71 reviews) ✓ Verified | 

#### Security

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Data Governance** | 8.9 (172 reviews) ✓ Verified | 8.3 (66 reviews) ✓ Verified | 
| **Data Security** | 8.9 (169 reviews) ✓ Verified | 8.5 (67 reviews) ✓ Verified | 

#### Generative AI

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **AI Text Generation** | 8.5 (77 reviews) | 8.3 (8 reviews) | 
| **AI Text Summarization** | 8.4 (76 reviews) | 7.9 (8 reviews) | 

### Database Management Systems (DBMS)

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | N/A | N/A |
| **OpenText Vertica** | N/A | N/A |

#### Management

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **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 | OpenText Vertica | 
|---|---|---|
| **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 | OpenText Vertica | 
|---|---|---|
| **Data Encryption** | Not enough data | Not enough data | 
| **User Access Control** | Not enough data | Not enough data | 

### Columnar Databases

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | N/A | N/A |
| **OpenText Vertica** | 8.4/10 | 22 |

#### Storage

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Data Model** | Not enough data | 8.4 (22 reviews) | 
| **Data Types** | Not enough data | 8.0 (22 reviews) | 

#### Availability

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Auto Sharding** | Not enough data | 8.4 (20 reviews) | 
| **Auto Recovery** | Not enough data | 8.2 (22 reviews) | 
| **Data Replication** | Not enough data | 8.6 (22 reviews) | 

#### Performance

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Integrated Cache** | Not enough data | 8.5 (21 reviews) | 

#### Security

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Role-Based Authorization** | Not enough data | 8.4 (22 reviews) | 
| **Authentication** | Not enough data | 8.6 (22 reviews) | 
| **Audit Logs** | Not enough data | 8.2 (19 reviews) | 
| **Encryption** | Not enough data | 8.2 (21 reviews) | 

#### Support

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Multi-Model** | Not enough data | 8.4 (15 reviews) | 
| **Operating Systems** | Not enough data | 8.3 (17 reviews) | 

### DataOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 9.0/10 | 81 |
| **OpenText Vertica** | N/A | N/A |

#### Data Management

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Data Integration** | 9.0 (70 reviews) | Not enough data | 
| **Metadata** | 8.8 (72 reviews) | Not enough data | 
| **Self-service** | 8.9 (71 reviews) | Not enough data | 
| **Automated workflows** | 9.2 (71 reviews) | Not enough data | 

#### Agentic AI - DataOps Platforms

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Autonomous Task Execution** | 9.2 (11 reviews) | Not enough data | 
| **Multi-step Planning** | 9.1 (9 reviews) | Not enough data | 
| **Cross-system Integration** | 9.1 (11 reviews) | Not enough data | 
| **Adaptive Learning** | 9.2 (10 reviews) | Not enough data | 
| **Decision Making** | 9.5 (10 reviews) | Not enough data | 

#### Analytics

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Analytics capabilities** | 8.9 (70 reviews) | Not enough data | 
| **Dasboard visualizations** | 8.6 (69 reviews) | Not enough data | 

#### Monitoring and Management

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Data Observability** | 8.6 (69 reviews) | Not enough data | 
| **Testing capabilities** | 8.6 (70 reviews) | Not enough data | 

#### Cloud Deployment

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Hybrid cloud support** | 9.0 (65 reviews) | Not enough data | 
| **Cloud migration capabilities** | 9.0 (66 reviews) | Not enough data | 

#### Generative AI

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **AI Text Generation** | 9.0 (38 reviews) | Not enough data | 
| **AI Text Summarization** | 8.9 (38 reviews) | Not enough data | 

### Generative AI Infrastructure

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | N/A | N/A |
| **OpenText Vertica** | N/A | N/A |

#### Scalability and Performance - Generative AI Infrastructure

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **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 | OpenText Vertica | 
|---|---|---|
| **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 | OpenText Vertica | 
|---|---|---|
| **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 | OpenText Vertica | 
|---|---|---|
| **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 | OpenText Vertica | 
|---|---|---|
| **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 |
| **OpenText Vertica** | N/A | N/A |

#### Customization - AI Agent Builders

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **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 | OpenText Vertica | 
|---|---|---|
| **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 | OpenText Vertica | 
|---|---|---|
| **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 | OpenText Vertica | 
|---|---|---|
| **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 |
|---|---|---|
| **Databricks** | N/A | N/A |
| **OpenText Vertica** | N/A | N/A |

#### Traffic Management & Performance - AI Gateways

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **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 | OpenText Vertica | 
|---|---|---|
| **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 | 324 |
| **OpenText Vertica** | 8.4/10 | 51 |

#### Database

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Real-Time Data Collection** | 8.7 (236 reviews) | 8.6 (48 reviews) | 
| **Data Distribution** | 8.9 (244 reviews) | 8.7 (47 reviews) | 
| **Data Lake** | 9.3 (264 reviews) | 8.6 (47 reviews) | 

#### Integrations

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Hadoop Integration** | 8.3 (217 reviews) | 8.4 (41 reviews) | 
| **Spark Integration** | 9.1 (269 reviews) | 8.1 (39 reviews) | 

#### Platform

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Machine Scaling** | 9.0 (264 reviews) | 8.3 (37 reviews) | 
| **Data Preparation** | 8.9 (252 reviews) | 8.4 (44 reviews) | 
| **Spark Integration** | 9.1 (269 reviews) | 8.1 (39 reviews) | 

#### Processing

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Cloud Processing** | 9.1 (248 reviews) | 8.3 (41 reviews) | 
| **Workload Processing** | 9.0 (256 reviews) | 8.7 (46 reviews) | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 8.9/10 | 262 |
| **OpenText Vertica** | N/A | N/A |

#### Data Transformation

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Real-Time Analytics** | 8.9 (228 reviews) | Not enough data | 
| **Data Querying** | 9.1 (237 reviews) | Not enough data | 

#### Connectivity

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Hadoop Integration** | 8.7 (207 reviews) | Not enough data | 
| **Spark Integration** | 9.2 (231 reviews) | Not enough data | 
| **Multi-Source Analysis** | 9.0 (221 reviews) | Not enough data | 
| **Data Lake** | 9.2 (230 reviews) | Not enough data | 

#### Operations

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Data Visualization** | 8.4 (229 reviews) | Not enough data | 
| **Data Workflow** | 8.8 (228 reviews) | Not enough data | 
| **Governed Discovery** | 8.7 (214 reviews) | Not enough data | 
| **Embedded Analytics** | 8.6 (210 reviews) | Not enough data | 
| **Notebooks** | 9.3 (232 reviews) | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 8.5/10 | 188 |
| **OpenText Vertica** | N/A | N/A |

#### Building Reports

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **Data Transformation** | 9.1 (160 reviews) | Not enough data | 
| **Data Modeling** | 8.7 (150 reviews) | Not enough data | 
| **WYSIWYG Report Design** | 7.7 (125 reviews) | Not enough data | 
| **Integration APIs** | 8.5 (152 reviews) | Not enough data | 

#### Platform

| Feature | Databricks | OpenText Vertica | 
|---|---|---|
| **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 (2):** [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution), [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse)

**Unique to Databricks (11):** [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 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), [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 OpenText Vertica (1):** [Columnar Databases](https://www.g2.com/categories/columnar-databases)


---
## Reviewer Demographics

### By Company Size

| Segment | Databricks | OpenText Vertica | 
|---|---|---|
| **Small-Business** | 16.0% | 19.5% | 
| **Mid-Market** | 39.8% | 35.9% | 
| **Enterprise** | 44.2% | 44.6% | 

### By Industry

#### Databricks

- **Information Technology and Services:** 16.0%
- **Financial Services:** 10.3%
- **Computer Software:** 8.8%
- **Consulting:** 4.0%
- **Hospital & Health Care:** 3.8%
- **Retail:** 3.4%
- **Insurance:** 3.1%
- **Marketing and Advertising:** 3.1%
- **Telecommunications:** 2.8%
- **Manufacturing:** 2.7%
- **Other:** 41.9%

#### OpenText Vertica

- **Computer Software:** 19.0%
- **Information Technology and Services:** 17.4%
- **Financial Services:** 6.7%
- **Hospital & Health Care:** 5.6%
- **Marketing and Advertising:** 5.6%
- **Retail:** 5.6%
- **Telecommunications:** 5.6%
- **Banking:** 5.6%
- **Internet:** 3.1%
- **Insurance:** 2.1%
- **Other:** 23.6%

---
## 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 (737 reviews)
- [Teradata Vantage](https://www.g2.com/products/teradata-teradata-vantage/reviews) — 4.3/5 stars (375 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1237 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (725 reviews)
- [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (654 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 (796 reviews)
- [dbt](https://www.g2.com/products/dbt/reviews) — 4.7/5 stars (205 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)

### Alternatives to OpenText Vertica

- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1237 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (737 reviews)
- [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) — 4.3/5 stars (401 reviews)
- [Teradata Vantage](https://www.g2.com/products/teradata-teradata-vantage/reviews) — 4.3/5 stars (375 reviews)
- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2271 reviews)
- [IBM Db2](https://www.g2.com/products/ibm-db2/reviews) — 4.1/5 stars (682 reviews)
- [Cloudera Data Platform](https://www.g2.com/products/cloudera-cloudera-data-platform/reviews) — 4.1/5 stars (136 reviews)
- [MariaDB](https://www.g2.com/products/mariadb/reviews) — 4.4/5 stars (226 reviews)
- [Oracle Exadata Cloud Service](https://www.g2.com/products/oracle-exadata-cloud-service/reviews) — 4.4/5 stars (44 reviews)
- [Posit](https://www.g2.com/products/posit-posit/reviews) — 4.5/5 stars (570 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..."

### OpenText Vertica

- Title: [Is it hard to learn to be a Vertica user? Admin?](https://www.g2.com/discussions/user-friendly) — 2 comments, 1 upvote
  > **Top comment:** "To be a user it is easy because all you need to know is SQL.
To admin is also easy with a friendly GUI called Management Console.
Vertica Index called..."
- Title: [Who uses Vertica and for what?](https://www.g2.com/discussions/customers-7a2309dc-a783-4184-bcae-d75a27b1f09a) — 2 comments, 1 upvote
  > **Top comment:** "Anyone who needs a database to do analytics fast and easy on any amount of data."
- Title: [Is vertica open source?](https://www.g2.com/discussions/is-vertica-open-source) — 1 comment
  > **Top comment:** "No"
- Title: [What offerings are there to run it in AWS cloud?](https://www.g2.com/discussions/what-offerings-are-there-to-run-it-in-aws-cloud) — 1 comment, 1 upvote
  > **Top comment:** "me are Zero TrustArc Thailand state"
- Title: [Is vertica a data warehouse?](https://www.g2.com/discussions/is-vertica-a-data-warehouse) — 1 comment
  > **Top comment:** "Vertica itself is not a data warehouse (dwh). It is a platform that might be the foundation for dwh. And there are quite a lot real dwh deployments based on..."

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