# Dremio vs Teradata Vantage Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Teradata Vantage excels in overall performance, particularly in handling large data analyses with impressive speed and reliability. Users highlight its robust database functions that integrate seamlessly with SQL queries, making it a strong choice for enterprises needing dependable data solutions.
- **Users say** Dremio stands out for its **ease of use** and quick onboarding process. Many appreciate how effortlessly they can connect to various data sources, including relational and NoSQL databases, without facing significant setup challenges, which enhances productivity right from the start.
- **Reviewers mention** that while Teradata Vantage has a solid reputation for performance, it may not be as user-friendly as Dremio. Some users have noted that the learning curve can be steeper, which might affect teams looking for a more intuitive experience.
- **According to verified reviews** , Dremio's ability to query directly from cloud storage like S3 and HDFS is a major plus, allowing users to leverage their existing data infrastructure without extensive migration efforts. This flexibility is particularly appealing for organizations with diverse data environments.
- **G2 reviewers highlight** that Teradata Vantage is favored in enterprise settings, with a significant portion of its user base coming from larger organizations. This suggests that it may be better suited for complex, high-volume data operations compared to Dremio, which has a more varied user demographic.
- **Users report** that Dremio's support for BI tool integration, including Power BI, enhances its appeal for teams focused on data visualization and analytics. This capability allows users to create insightful reports and dashboards more efficiently, making it a strong contender for data-driven decision-making.



| | Dremio | Teradata Vantage | 
|---|---|---|
| **Star Rating** | 4.6 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 70 | 373 | 
| **Largest Market Segment** | Enterprise (48.4% of reviews) | Enterprise (66.9% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | 

---
## Top Pros & Cons

### Dremio

Pros:
- Ease of Use (13 reviews)
- Integrations (10 reviews)

Cons:
- Difficulty (5 reviews)
- Poor Customer Support (5 reviews)

### Teradata Vantage

Pros:
- Performance (16 reviews)
- Speed (13 reviews)

Cons:
- Learning Curve (10 reviews)
- Steep Learning Curve (5 reviews)

---
## Ratings Comparison
| Rating | Dremio | Teradata Vantage | 
|---|---|---|
  | **Meets Requirements** | 8.7 (53 reviews) | 8.7 (288 reviews) | 
  | **Ease of Use** | 9.2 (54 reviews) | 8.3 (291 reviews) | 
  | **Ease of Setup** | 8.4 (48 reviews) | 8.0 (150 reviews) | 
  | **Ease of Admin** | 7.8 (29 reviews) | 8.0 (111 reviews) | 
  | **Quality of Support** | 8.5 (50 reviews) | 8.3 (270 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.1 (28 reviews) | 8.2 (113 reviews) | 
  | **Product Direction (% positive)** | 9.8 (47 reviews) | 8.3 (288 reviews) | 

---
## Pricing

### Dremio

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Teradata Vantage

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Dremio** | N/A | N/A |
| **Teradata Vantage** | N/A | N/A |

#### Reports

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Reports Interface** | Not enough data | 7.7 (64 reviews) | 
| **Steps to Answer** | Not enough data | 8.1 (63 reviews) | 
| **Graphs and Charts** | Not enough data | 7.0 (61 reviews) | 
| **Score Cards** | Not enough data | 7.5 (61 reviews) | 
| **Dashboards** | Not enough data | 7.4 (57 reviews) | 

#### Self Service 

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Calculated Fields** | Not enough data | 8.4 (60 reviews) | 
| **Data Column Filtering** | Not enough data | 8.5 (62 reviews) | 
| **Data Discovery** | Not enough data | 8.4 (62 reviews) | 
| **Search** | Not enough data | 8.1 (61 reviews) | 
| **Collaboration / Workflow** | Not enough data | 7.7 (61 reviews) | 
| **Automodeling** | Not enough data | 7.2 (57 reviews) | 

#### Advanced Analytics

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Predictive Analytics** | Not enough data | 7.9 (62 reviews) | 
| **Data Visualization** | Not enough data | 7.0 (62 reviews) | 
| **Big Data Services** | Not enough data | 8.3 (59 reviews) | 

#### Building Reports

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Data Transformation** | Not enough data | 8.5 (91 reviews) | 
| **Data Modeling** | Not enough data | 8.4 (87 reviews) | 
| **WYSIWYG Report Design** | Not enough data | 7.2 (79 reviews) | 
| **Integration APIs** | Not enough data | 7.8 (82 reviews) | 

#### Platform

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **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 |
|---|---|---|
| **Dremio** | N/A | N/A |
| **Teradata Vantage** | 7.8/10 | 102 |

#### Reports

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Reports Interface** | Not enough data | 7.7 (64 reviews) | 
| **Steps to Answer** | Not enough data | 8.1 (63 reviews) | 
| **Graphs and Charts** | Not enough data | 7.0 (61 reviews) | 
| **Score Cards** | Not enough data | 7.5 (61 reviews) | 
| **Dashboards** | Not enough data | 7.4 (57 reviews) | 

#### Data Preparation

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Connectors** | Not enough data | 8.3 (52 reviews) | 
| **Data Governance** | Not enough data | 8.2 (50 reviews) | 

#### Data Modeling and Blending

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Data Querying** | Not enough data | 9.0 (46 reviews) | 
| **Data Filtering** | Not enough data | 8.8 (45 reviews) | 
| **Data Blending** | Not enough data | 8.1 (44 reviews) | 

#### Generative AI

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **AI Text Generation** | Not enough data | 6.5 (39 reviews) | 
| **AI Text Summarization** | Not enough data | 6.4 (38 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

#### Self Service 

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Calculated Fields** | Not enough data | 8.4 (60 reviews) | 
| **Data Column Filtering** | Not enough data | 8.5 (62 reviews) | 
| **Data Discovery** | Not enough data | 8.4 (62 reviews) | 
| **Search** | Not enough data | 8.1 (61 reviews) | 
| **Collaboration / Workflow** | Not enough data | 7.7 (61 reviews) | 
| **Automodeling** | Not enough data | 7.2 (57 reviews) | 

#### Deployment & Integration - Analytics Platforms

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **No-code Dashboard Builder** | Not enough data | Not enough data | 
| **Report Scheduling and Automation** | Not enough data | Not enough data | 
| **Embedded Analytics and White-labeling** | Not enough data | Not enough data | 
| **Data Source Connectivity** | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Predictive Analytics** | Not enough data | 7.9 (62 reviews) | 
| **Data Visualization** | Not enough data | 7.0 (62 reviews) | 
| **Big Data Services** | Not enough data | 8.3 (59 reviews) | 

#### Performance & Scalability - Analytics Platforms

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Large data handling and Query Speed** | Not enough data | Not enough data | 
| **Concurrent User Support** | Not enough data | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Data Modeling and Governance** | Not enough data | Not enough data | 
| **Notebook and Script Integration** | Not enough data | Not enough data | 
| **Built-in Predictive and Statistical Models** | Not enough data | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Auto-generated Insights and Narratives** | Not enough data | Not enough data | 
| **Natural Language Queries** | Not enough data | Not enough data | 
| **Proactive KPI Monitoring and Alerts** | Not enough data | Not enough data | 
| **AI Agents for Analytical Follow-ups** | Not enough data | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Not enough data | Not enough data | 
| **Role-based Insight Personalization** | Not enough data | Not enough data | 
| **Conversational and Prompt-based Analytics** | Not enough data | Not enough data | 

#### Building Reports

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Data Transformation** | Not enough data | 8.5 (91 reviews) | 
| **Data Modeling** | Not enough data | 8.4 (87 reviews) | 
| **WYSIWYG Report Design** | Not enough data | 7.2 (79 reviews) | 
| **Integration APIs** | Not enough data | 7.8 (82 reviews) | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **Dremio** | N/A | N/A |
| **Teradata Vantage** | 8.0/10 | 24 |

#### Administration

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Data Modelling** | Not enough data | 8.7 (21 reviews) | 
| **Recommendations** | Not enough data | 8.2 (20 reviews) | 
| **Workflow Management** | Not enough data | 8.1 (19 reviews) | 
| **Dashboards and Visualizations** | Not enough data | 7.0 (19 reviews) | 

#### Management

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Business Glossary** | Not enough data | 8.0 (20 reviews) | 
| **Data Discovery** | Not enough data | 8.2 (19 reviews) | 
| **Data Profililng** | Not enough data | 7.9 (21 reviews) | 
| **Reporting and Visualization** | Not enough data | 7.7 (20 reviews) | 
| **Data Lineage** | Not enough data | 7.1 (20 reviews) | 

#### Compliance

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Sensitive Data Compliance** | Not enough data | 8.7 (21 reviews) | 
| **Training and Guidelines** | Not enough data | 8.3 (21 reviews) | 
| **Policy Enforcement** | Not enough data | 8.8 (20 reviews) | 
| **Compliance Monitoring** | Not enough data | 8.7 (19 reviews) | 

#### Security

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Access Control** | Not enough data | 8.8 (20 reviews) | 
| **Roles Management** | Not enough data | 8.8 (20 reviews) | 
| **Compliance Management** | Not enough data | 8.1 (19 reviews) | 

#### Data Quality

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Data Preparation** | Not enough data | 8.7 (21 reviews) | 
| **Data Distribution** | Not enough data | 8.9 (21 reviews) | 
| **Data Unification** | Not enough data | 8.5 (20 reviews) | 

#### Maintainence

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Data Quality Management** | Not enough data | 8.4 (19 reviews) | 
| **Policy Management** | Not enough data | 8.0 (19 reviews) | 

#### Generative AI

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **AI Text Generation** | Not enough data | 5.6 (18 reviews) | 
| **AI Text Summarization** | Not enough data | 5.6 (18 reviews) | 

#### Agentic AI - Data Governance

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Dremio** | N/A | N/A |
| **Teradata Vantage** | 8.0/10 | 7 |

#### System

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | 8.7 (5 reviews) | 

#### Model Development

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Language Support** | Not enough data | 8.3 (6 reviews) | 
| **Drag and Drop** | Not enough data | 8.0 (5 reviews) | 
| **Pre-Built Algorithms** | Not enough data | 7.7 (5 reviews) | 
| **Model Training** | Not enough data | 8.3 (5 reviews) | 

#### Model Development

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Feature Engineering** | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Computer Vision** | Not enough data | 7.7 (5 reviews) | 
| **Natural Language Processing** | Not enough data | 7.7 (5 reviews) | 
| **Natural Language Generation** | Not enough data | 7.7 (5 reviews) | 
| **Artificial Neural Networks** | Not enough data | 8.0 (5 reviews) | 

#### Machine/Deep Learning Services

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Natural Language Understanding** | Not enough data | Not enough data | 
| **Deep Learning** | Not enough data | Not enough data | 

#### Deployment

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Managed Service** | Not enough data | Not enough data | 
| **Application** | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 
| **AI Text-to-Image** | Not enough data | Not enough data | 

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

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Customer Journey Analytics

| Product | Score | Reviews |
|---|---|---|
| **Dremio** | N/A | N/A |
| **Teradata Vantage** | 8.8/10 | 18 |

#### Platform Basics

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Dynamic Segmentation** | Not enough data | 9.0 (14 reviews) | 
| **Journey Optimization** | Not enough data | 9.0 (13 reviews) | 

#### Platform Data

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Journey Reporting** | Not enough data | 9.0 (12 reviews) | 
| **Trends Reporting** | Not enough data | 8.7 (13 reviews) | 
| **Dashboards** | Not enough data | 8.5 (14 reviews) | 
| **Advanced Data Filtering** | Not enough data | 8.7 (13 reviews) | 

#### Platform Additional Functionality

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Journey Mapping** | Not enough data | 8.3 (13 reviews) | 
| **Integrations** | Not enough data | 8.8 (14 reviews) | 
| **Automated Alerts** | Not enough data | 8.8 (14 reviews) | 

#### Agentic AI - Customer Journey Analytics

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 

### Data Warehouse

| Product | Score | Reviews |
|---|---|---|
| **Dremio** | 8.4/10 | 27 |
| **Teradata Vantage** | 7.8/10 | 87 |

#### Data Management

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Data Integration** | 8.6 (23 reviews) | 8.3 (68 reviews) ✓ Verified | 
| **Data Compression** | 8.6 (21 reviews) | 8.3 (67 reviews) ✓ Verified | 
| **Data Quality** | 8.3 (12 reviews) | 8.3 (62 reviews) ✓ Verified | 
| **Built-In Data Analytics** | 7.7 (20 reviews) | 8.2 (63 reviews) ✓ Verified | 
| **In-Database Machine Learning** | Feature Not Available | 7.1 (52 reviews) ✓ Verified | 
| **Data Lake Analytics** | 8.9 (23 reviews) | 7.3 (49 reviews) ✓ Verified | 

#### Integration

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **AI/ ML Integration** | Feature Not Available | 7.2 (63 reviews) ✓ Verified | 
| **BI Tool Integration** | 8.8 (21 reviews) | 8.2 (64 reviews) ✓ Verified | 
| **Data lake Integration** | 9.0 (22 reviews) | 8.0 (59 reviews) ✓ Verified | 

#### Deployment

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **On-Premise** | 8.7 (15 reviews) | 8.4 (65 reviews) ✓ Verified | 
| **Cloud** | 8.5 (19 reviews) | 7.9 (62 reviews) ✓ Verified | 

#### Performance 

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Scalability** | 8.3 (21 reviews) | 8.5 (71 reviews) ✓ Verified | 

#### Security

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Data Governance** | 8.2 (20 reviews) | 7.9 (60 reviews) ✓ Verified | 
| **Data Security** | Feature Not Available | 8.2 (54 reviews) ✓ Verified | 

#### Generative AI

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **AI Text Generation** | 6.9 (12 reviews) | 5.5 (40 reviews) | 
| **AI Text Summarization** | Not enough data | 5.5 (41 reviews) | 

### Database Management Systems (DBMS)

| Product | Score | Reviews |
|---|---|---|
| **Dremio** | N/A | N/A |
| **Teradata Vantage** | 8.5/10 | 17 |

#### Management

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Data dictionary** | Not enough data | 7.9 (16 reviews) | 
| **Data Replication** | Not enough data | 7.8 (15 reviews) | 
| **Query Language** | Not enough data | 9.2 (16 reviews) | 
| **Data Modeling** | Not enough data | 8.3 (14 reviews) | 
| **Performance Analysis** | Not enough data | 8.7 (14 reviews) | 

#### Maintenance

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Data Migration** | Not enough data | 8.6 (16 reviews) | 
| **Backup and Recovery** | Not enough data | 7.9 (15 reviews) | 
| **Multi-User Environment** | Not enough data | 8.9 (16 reviews) | 

#### Security

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Data Encryption** | Not enough data | 8.6 (13 reviews) | 
| **User Access Control** | Not enough data | 9.0 (16 reviews) | 

### Relational Databases

| Product | Score | Reviews |
|---|---|---|
| **Dremio** | N/A | N/A |
| **Teradata Vantage** | 8.7/10 | 140 |

#### Management 

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Data Schema** | Not enough data | 8.9 (32 reviews) | 
| **Query Language** | Not enough data | 8.8 (31 reviews) | 
| **ACID - Complaint** | Not enough data | 8.7 (30 reviews) | 
| **Data Replication** | Not enough data | 8.7 (28 reviews) | 

#### Support 

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Text Search** | Not enough data | 8.3 (30 reviews) | 
| **Data Types** | Not enough data | 8.6 (32 reviews) | 
| **Languages** | Not enough data | 8.5 (31 reviews) | 
| **Operating Systems** | Not enough data | 8.8 (28 reviews) | 

#### Security

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Database Locking** | Not enough data | 8.7 (31 reviews) | 
| **Access Control** | Not enough data | 8.6 (32 reviews) | 
| **Encryption** | Not enough data | 8.6 (30 reviews) | 
| **Authentication** | Not enough data | 8.8 (30 reviews) | 

#### Performance 

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Disaster Recovery** | Not enough data | 8.7 (29 reviews) | 
| **Data Concurrency** | Not enough data | 8.5 (31 reviews) | 
| **Workload Management** | Not enough data | 8.9 (32 reviews) | 
| **Advanced Indexing** | Not enough data | 8.9 (30 reviews) | 
| **Query Optimizer** | Not enough data | 8.7 (34 reviews) | 

#### Database Features

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Storage** | Not enough data | 9.0 (115 reviews) | 
| **Availability** | Not enough data | 9.2 (117 reviews) | 
| **Stability** | Not enough data | 8.9 (117 reviews) | 
| **Scalability** | Not enough data | 8.7 (114 reviews) | 
| **Security** | Not enough data | 8.7 (116 reviews) | 
| **Data Manipulation** | Not enough data | 8.8 (115 reviews) | 
| **Query Language** | Not enough data | 8.8 (117 reviews) | 

### Data as a Service (DaaS)

| Product | Score | Reviews |
|---|---|---|
| **Dremio** | 8.3/10 | 11 |
| **Teradata Vantage** | N/A | N/A |

#### Data Management

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Data Migration** | 8.6 (11 reviews) | Not enough data | 
| **Managing Data** | 8.8 (11 reviews) | Not enough data | 
| **Secured Data Storage** | Feature Not Available | Not enough data | 

#### Data as a Service

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Self-Service Isights** | 7.6 (11 reviews) | Not enough data | 
| **DaaS Quality** | 8.2 (11 reviews) | Not enough data | 

#### Architecture

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Data Fabric Creation** | 8.2 (11 reviews) | Not enough data | 
| **DaaS Architecture** | 8.6 (11 reviews) | Not enough data | 

### Semantic Layer Tools

| Product | Score | Reviews |
|---|---|---|
| **Dremio** | N/A | N/A |
| **Teradata Vantage** | N/A | N/A |

#### Deployment & Integration - Semantic Layer Tools

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Multi-Environment & Multi-Cloud Support** | Not enough data | Not enough data | 
| **Open API & SDK Integration** | Not enough data | Not enough data | 

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

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Cross-Source Query Federation** | Not enough data | Not enough data | 
| **Dynamic Schema & Metadata Adaptation** | Not enough data | Not enough data | 

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

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Derived & Calculated Metrics** | Not enough data | Not enough data | 
| **Time Intelligence Functions** | Not enough data | Not enough data | 

#### Performance Optimization - Semantic Layer Tools

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Query Caching & Acceleration** | Not enough data | Not enough data | 
| **Adaptive Query Optimization** | Not enough data | Not enough data | 

#### Governance - Semantic Layer Tools

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **AI Governance & Observability** | Not enough data | Not enough data | 
| **Metric Lineage for AI Training Data** | Not enough data | Not enough data | 
| **Version Control & Change Impact Analysis** | Not enough data | Not enough data | 

#### Advanced Intelligence - Semantic Layer Tools

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Natural Language Query Interface** | Not enough data | Not enough data | 
| **Semantic Layer for AI/ML Models** | Not enough data | Not enough data | 
| **Recommendation Engine** | Not enough data | Not enough data | 

#### Agentic AI Enablement - Semantic Layer Tools

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Agentic Query Orchestration** | Not enough data | Not enough data | 
| **Contextual Reasoning Layer** | Not enough data | Not enough data | 
| **Workflow Automation via Semantic Agents** | Not enough data | Not enough data | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Dremio** | 8.6/10 | 23 |
| **Teradata Vantage** | 8.4/10 | 30 |

#### Database

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Real-Time Data Collection** | Feature Not Available | 7.9 (26 reviews) | 
| **Data Distribution** | Feature Not Available | 8.8 (25 reviews) | 
| **Data Lake** | Feature Not Available | 8.2 (26 reviews) | 

#### Integrations

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Hadoop Integration** | 9.0 (18 reviews) | 7.9 (24 reviews) | 
| **Spark Integration** | 7.9 (13 reviews) | 8.1 (25 reviews) | 

#### Platform

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Machine Scaling** | 9.1 (20 reviews) | 8.7 (27 reviews) | 
| **Data Preparation** | 8.7 (13 reviews) | 9.0 (27 reviews) | 
| **Spark Integration** | 7.9 (13 reviews) | 8.1 (25 reviews) | 

#### Processing

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Cloud Processing** | 9.1 (19 reviews) | 8.6 (23 reviews) | 
| **Workload Processing** | 8.6 (13 reviews) | 8.7 (26 reviews) | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Dremio** | 8.0/10 | 31 |
| **Teradata Vantage** | 7.8/10 | 40 |

#### Data Transformation

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Real-Time Analytics** | Feature Not Available | 8.2 (36 reviews) | 
| **Data Querying** | 9.2 (25 reviews) | 9.0 (36 reviews) | 

#### Connectivity

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Hadoop Integration** | 8.6 (22 reviews) | 7.4 (34 reviews) | 
| **Spark Integration** | Feature Not Available | 7.5 (34 reviews) | 
| **Multi-Source Analysis** | 8.9 (23 reviews) | 7.9 (36 reviews) | 
| **Data Lake** | 8.9 (26 reviews) | 8.0 (36 reviews) | 

#### Operations

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Data Visualization** | 7.2 (25 reviews) | 7.7 (35 reviews) | 
| **Data Workflow** | 7.1 (25 reviews) | 7.8 (35 reviews) | 
| **Governed Discovery** | 7.8 (27 reviews) | 7.7 (34 reviews) | 
| **Embedded Analytics** | 7.7 (21 reviews) | 7.3 (37 reviews) | 
| **Notebooks** | 7.0 (21 reviews) | 7.5 (34 reviews) | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Dremio** | N/A | N/A |
| **Teradata Vantage** | 8.1/10 | 93 |

#### Building Reports

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **Data Transformation** | Not enough data | 8.5 (91 reviews) | 
| **Data Modeling** | Not enough data | 8.4 (87 reviews) | 
| **WYSIWYG Report Design** | Not enough data | 7.2 (79 reviews) | 
| **Integration APIs** | Not enough data | 7.8 (82 reviews) | 

#### Platform

| Feature | Dremio | Teradata Vantage | 
|---|---|---|
| **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 (3):** [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 Warehouse Solutions](https://www.g2.com/categories/data-warehouse)

**Unique to Dremio (2):** [Data as a Service (DaaS) Software](https://www.g2.com/categories/data-as-a-service-daas), [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools)

**Unique to Teradata Vantage (6):** [Data Governance Tools](https://www.g2.com/categories/data-governance-tools), [Customer Journey Analytics Software](https://www.g2.com/categories/customer-journey-analytics), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Database Management Systems (DBMS)](https://www.g2.com/categories/database-management-systems-dbms), [Relational Databases](https://www.g2.com/categories/relational-databases), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)


---
## Reviewer Demographics

### By Company Size

| Segment | Dremio | Teradata Vantage | 
|---|---|---|
| **Small-Business** | 10.9% | 11.0% | 
| **Mid-Market** | 40.6% | 22.1% | 
| **Enterprise** | 48.4% | 66.9% | 

### By Industry

#### Dremio

- **Financial Services:** 25.0%
- **Information Technology and Services:** 10.9%
- **Computer Software:** 7.8%
- **Automotive:** 4.7%
- **Marketing and Advertising:** 4.7%
- **Entertainment:** 3.1%
- **Consumer Services:** 3.1%
- **Construction:** 3.1%
- **Insurance:** 3.1%
- **Oil & Energy:** 3.1%
- **Other:** 31.3%

#### Teradata Vantage

- **Information Technology and Services:** 17.0%
- **Financial Services:** 13.8%
- **Banking:** 11.2%
- **Retail:** 6.9%
- **Telecommunications:** 6.6%
- **Computer Software:** 6.1%
- **Insurance:** 4.3%
- **Hospital & Health Care:** 4.0%
- **Internet:** 3.5%
- **Computer & Network Security:** 1.7%
- **Other:** 24.8%

---
## Alternatives

### Alternatives to Dremio

- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (768 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (743 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1235 reviews)
- [Starburst](https://www.g2.com/products/starburst/reviews) — 4.4/5 stars (92 reviews)
- [Denodo](https://www.g2.com/products/denodo/reviews) — 4.3/5 stars (47 reviews)
- [Cloudera Data Platform](https://www.g2.com/products/cloudera-cloudera-data-platform/reviews) — 4.1/5 stars (136 reviews)
- [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) — 4.3/5 stars (401 reviews)
- [Azure Synapse Analytics](https://www.g2.com/products/azure-synapse-analytics/reviews) — 4.4/5 stars (38 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 reviews)
- [Azure Databricks](https://www.g2.com/products/azure-databricks/reviews) — 4.5/5 stars (235 reviews)

### Alternatives to Teradata Vantage

- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (768 reviews)
- [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 (743 reviews)
- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2275 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1235 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)
- [IBM Db2](https://www.g2.com/products/ibm-db2/reviews) — 4.1/5 stars (682 reviews)
- [Oracle Database](https://www.g2.com/products/oracle-database/reviews) — 4.3/5 stars (1010 reviews)
- [PostgreSQL](https://www.g2.com/products/postgresql/reviews) — 4.4/5 stars (678 reviews)
- [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) — 4.3/5 stars (401 reviews)

---
## Top Discussions

### Dremio

- Title: [What is a Dremio reflection?](https://www.g2.com/discussions/what-is-a-dremio-reflection) — 1 comment
  > **Top comment:** "Comment deleted by user."

### Teradata Vantage

No discussions available for this product.

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/dremio-vs-teradata-teradata-vantage)