# Azure Databricks vs Teradata Autonomous Knowledge Platform Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Azure Databricks excels in user experience, with many users finding its interface user-friendly after a brief learning curve. This is complemented by its seamless integration with other Azure services, which significantly enhances productivity.
- **Users say** that Teradata Vantage is highly reliable for large data analyses, often praised for its power and speed. Reviewers highlight its robust database functions available through SQL queries, making it a strong choice for enterprises needing dependable performance.
- **According to verified reviews** , Azure Databricks stands out for its advanced features like Delta Live Tables and Unity Catalog, which provide unified governance and data quality expectations. These features are particularly appealing for organizations looking to streamline their data workflows.
- **Reviewers mention** that while Teradata Vantage is a solid on-premise solution, it may face challenges in ease of setup compared to Azure Databricks, which benefits from a more intuitive onboarding process that users find less cumbersome.
- **Users highlight** that Azure Databricks offers superior capabilities in real-time analytics and multi-source analysis, with features like serverless SQL warehousing and Jupyter notebook integration, making it a favorite among data scientists and analysts.
- **G2 reviewers note** that while Teradata Vantage has a strong presence in the enterprise market, it may not match the overall satisfaction levels of Azure Databricks, which has garnered higher ratings for support quality and product direction, indicating a more responsive development approach.



| | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 238 | 375 | 
| **Largest Market Segment** | Enterprise (48.6% of reviews) | Enterprise (66.8% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | 

---
## Top Pros & Cons

### Azure Databricks

Pros:
- Ease of Use (9 reviews)
- Features (8 reviews)

Cons:
- Complexity (3 reviews)
- Difficult Setup (3 reviews)

### Teradata Autonomous Knowledge Platform

Pros:
- Performance (14 reviews)
- Analytics (11 reviews)

Cons:
- Learning Curve (9 reviews)
- Steep Learning Curve (5 reviews)

---
## Ratings Comparison
| Rating | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
  | **Meets Requirements** | 8.9 (166 reviews) | 8.7 (289 reviews) | 
  | **Ease of Use** | 8.7 (168 reviews) | 8.3 (292 reviews) | 
  | **Ease of Setup** | 8.7 (81 reviews) | 8.0 (151 reviews) | 
  | **Ease of Admin** | 8.5 (61 reviews) | 8.0 (111 reviews) | 
  | **Quality of Support** | 8.5 (152 reviews) | 8.3 (271 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.8 (60 reviews) | 8.2 (113 reviews) | 
  | **Product Direction (% positive)** | 9.5 (157 reviews) | 8.4 (289 reviews) | 

---
## Pricing

### Azure Databricks

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Teradata Autonomous Knowledge Platform

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Azure Databricks** | N/A | N/A |
| **Teradata Autonomous Knowledge Platform** | 7.8/10 | 103 |

#### Reports

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **Reports Interface** | Not enough data | 7.7 (65 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 | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **Connectors** | Not enough data | 8.3 (52 reviews) | 
| **Data Governance** | Not enough data | 8.2 (51 reviews) | 

#### Data Modeling and Blending

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **Data Querying** | Not enough data | 9.0 (46 reviews) | 
| **Data Filtering** | Not enough data | 8.8 (45 reviews) | 
| **Data Blending** | Not enough data | 8.2 (45 reviews) | 

#### Generative AI

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **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 | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **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 | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **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 | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **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 | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **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 (60 reviews) | 

#### Performance & Scalability - Analytics Platforms

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **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 | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **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 | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **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 | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **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 | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **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 |
|---|---|---|
| **Azure Databricks** | N/A | N/A |
| **Teradata Autonomous Knowledge Platform** | 8.0/10 | 25 |

#### Administration

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **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 | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **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 | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **Sensitive Data Compliance** | Not enough data | 8.5 (22 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 | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **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 | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **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 | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **Data Quality Management** | Not enough data | 8.4 (19 reviews) | 
| **Policy Management** | Not enough data | 8.0 (19 reviews) | 

#### Generative AI

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **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 | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **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 |
|---|---|---|
| **Azure Databricks** | N/A | N/A |
| **Teradata Autonomous Knowledge Platform** | 8.0/10 | 8 |

#### System

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | 8.7 (5 reviews) | 

#### Model Development

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **Language Support** | Not enough data | 8.6 (7 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 | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **Feature Engineering** | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **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 | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **Natural Language Understanding** | Not enough data | Not enough data | 
| **Deep Learning** | Not enough data | Not enough data | 

#### Deployment

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **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 | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **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 | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **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 |
|---|---|---|
| **Azure Databricks** | N/A | N/A |
| **Teradata Autonomous Knowledge Platform** | 8.8/10 | 18 |

#### Platform Basics

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **Dynamic Segmentation** | Not enough data | 9.0 (14 reviews) | 
| **Journey Optimization** | Not enough data | 9.0 (13 reviews) | 

#### Platform Data

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **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 | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **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 | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **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 |
|---|---|---|
| **Azure Databricks** | N/A | N/A |
| **Teradata Autonomous Knowledge Platform** | 7.8/10 | 88 |

#### Data Management

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **Data Integration** | Not enough data | 8.3 (69 reviews) ✓ Verified | 
| **Data Compression** | Not enough data | 8.3 (67 reviews) ✓ Verified | 
| **Data Quality** | Not enough data | 8.3 (63 reviews) ✓ Verified | 
| **Built-In Data Analytics** | Not enough data | 8.2 (64 reviews) ✓ Verified | 
| **In-Database Machine Learning** | Not enough data | 7.1 (52 reviews) ✓ Verified | 
| **Data Lake Analytics** | Not enough data | 7.3 (49 reviews) ✓ Verified | 

#### Integration

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **AI/ ML Integration** | Not enough data | 7.2 (63 reviews) ✓ Verified | 
| **BI Tool Integration** | Not enough data | 8.2 (64 reviews) ✓ Verified | 
| **Data lake Integration** | Not enough data | 8.0 (59 reviews) ✓ Verified | 

#### Deployment

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **On-Premise** | Not enough data | 8.4 (66 reviews) ✓ Verified | 
| **Cloud** | Not enough data | 7.9 (63 reviews) ✓ Verified | 

#### Performance 

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **Scalability** | Not enough data | 8.6 (72 reviews) ✓ Verified | 

#### Security

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **Data Governance** | Not enough data | 7.9 (60 reviews) ✓ Verified | 
| **Data Security** | Not enough data | 8.2 (54 reviews) ✓ Verified | 

#### Generative AI

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **AI Text Generation** | Not enough data | 5.5 (40 reviews) | 
| **AI Text Summarization** | Not enough data | 5.5 (41 reviews) | 

### Database Management Systems (DBMS)

| Product | Score | Reviews |
|---|---|---|
| **Azure Databricks** | N/A | N/A |
| **Teradata Autonomous Knowledge Platform** | 8.5/10 | 18 |

#### Management

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **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 (17 reviews) | 
| **Data Modeling** | Not enough data | 8.4 (15 reviews) | 
| **Performance Analysis** | Not enough data | 8.7 (14 reviews) | 

#### Maintenance

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **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 | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **Data Encryption** | Not enough data | 8.6 (13 reviews) | 
| **User Access Control** | Not enough data | 9.0 (16 reviews) | 

### Relational Databases

| Product | Score | Reviews |
|---|---|---|
| **Azure Databricks** | N/A | N/A |
| **Teradata Autonomous Knowledge Platform** | 8.7/10 | 141 |

#### Management 

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **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 | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **Text Search** | Not enough data | 8.3 (30 reviews) | 
| **Data Types** | Not enough data | 8.6 (32 reviews) | 
| **Languages** | Not enough data | 8.5 (32 reviews) | 
| **Operating Systems** | Not enough data | 8.8 (28 reviews) | 

#### Security

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **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 | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **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 (33 reviews) | 
| **Advanced Indexing** | Not enough data | 8.9 (30 reviews) | 
| **Query Optimizer** | Not enough data | 8.6 (35 reviews) | 

#### Database Features

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **Storage** | Not enough data | 9.0 (115 reviews) | 
| **Availability** | Not enough data | 9.2 (117 reviews) | 
| **Stability** | Not enough data | 8.9 (118 reviews) | 
| **Scalability** | Not enough data | 8.7 (115 reviews) | 
| **Security** | Not enough data | 8.6 (117 reviews) | 
| **Data Manipulation** | Not enough data | 8.8 (116 reviews) | 
| **Query Language** | Not enough data | 8.8 (118 reviews) | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Azure Databricks** | N/A | N/A |
| **Teradata Autonomous Knowledge Platform** | 8.4/10 | 31 |

#### Database

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **Real-Time Data Collection** | Not enough data | 7.9 (26 reviews) | 
| **Data Distribution** | Not enough data | 8.8 (25 reviews) | 
| **Data Lake** | Not enough data | 8.2 (26 reviews) | 

#### Integrations

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **Hadoop Integration** | Not enough data | 7.9 (24 reviews) | 
| **Spark Integration** | Not enough data | 8.1 (25 reviews) | 

#### Platform

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **Machine Scaling** | Not enough data | 8.8 (28 reviews) | 
| **Data Preparation** | Not enough data | 9.0 (27 reviews) | 
| **Spark Integration** | Not enough data | 8.1 (25 reviews) | 

#### Processing

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **Cloud Processing** | Not enough data | 8.6 (23 reviews) | 
| **Workload Processing** | Not enough data | 8.8 (27 reviews) | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Azure Databricks** | 8.8/10 | 167 |
| **Teradata Autonomous Knowledge Platform** | 7.8/10 | 41 |

#### Data Transformation

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **Real-Time Analytics** | 8.9 (135 reviews) ✓ Verified | 8.2 (36 reviews) | 
| **Data Querying** | 9.3 (88 reviews) ✓ Verified | 9.0 (37 reviews) | 

#### Connectivity

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **Hadoop Integration** | 8.4 (121 reviews) ✓ Verified | 7.4 (34 reviews) | 
| **Spark Integration** | 9.0 (138 reviews) ✓ Verified | 7.5 (34 reviews) | 
| **Multi-Source Analysis** | 9.0 (130 reviews) ✓ Verified | 7.9 (37 reviews) | 
| **Data Lake** | 9.2 (136 reviews) ✓ Verified | 8.0 (36 reviews) | 

#### Operations

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **Data Visualization** | 8.3 (130 reviews) ✓ Verified | 7.7 (35 reviews) | 
| **Data Workflow** | 8.7 (131 reviews) ✓ Verified | 7.8 (35 reviews) | 
| **Governed Discovery** | 8.5 (119 reviews) ✓ Verified | 7.7 (34 reviews) | 
| **Embedded Analytics** | 8.5 (112 reviews) ✓ Verified | 7.3 (37 reviews) | 
| **Notebooks** | 9.3 (82 reviews) ✓ Verified | 7.5 (34 reviews) | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Azure Databricks** | N/A | N/A |
| **Teradata Autonomous Knowledge Platform** | 8.1/10 | 93 |

#### Building Reports

| Feature | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **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 | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **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):** [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics)


**Unique to Teradata Autonomous Knowledge Platform (8):** [Data Governance Tools](https://www.g2.com/categories/data-governance-tools), [Customer Journey Analytics Software](https://www.g2.com/categories/customer-journey-analytics), [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution), [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 Warehouse Solutions](https://www.g2.com/categories/data-warehouse), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)


---
## Reviewer Demographics

### By Company Size

| Segment | Azure Databricks | Teradata Autonomous Knowledge Platform | 
|---|---|---|
| **Small-Business** | 24.0% | 11.3% | 
| **Mid-Market** | 27.4% | 22.0% | 
| **Enterprise** | 48.6% | 66.8% | 

### By Industry

#### Azure Databricks

- **Information Technology and Services:** 23.2%
- **Computer Software:** 11.6%
- **Retail:** 4.8%
- **Financial Services:** 4.8%
- **Automotive:** 3.9%
- **Hospital & Health Care:** 3.9%
- **Insurance:** 3.4%
- **Computer & Network Security:** 3.4%
- **Health, Wellness and Fitness:** 3.4%
- **Logistics and Supply Chain:** 2.9%
- **Other:** 34.8%

#### Teradata Autonomous Knowledge Platform

- **Information Technology and Services:** 17.2%
- **Financial Services:** 13.8%
- **Banking:** 11.2%
- **Retail:** 6.9%
- **Telecommunications:** 6.6%
- **Computer Software:** 6.0%
- **Insurance:** 4.3%
- **Hospital & Health Care:** 4.0%
- **Internet:** 3.4%
- **Computer & Network Security:** 1.7%
- **Other:** 24.7%

---
## Alternatives

### Alternatives to Azure Databricks

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- [IBM Cloud Pak for Data](https://www.g2.com/products/ibm-cloud-pak-for-data/reviews) — 4.3/5 stars (89 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1226 reviews)
- [EXASOL](https://www.g2.com/products/exasol/reviews) — 4.7/5 stars (28 reviews)
- [Qubole](https://www.g2.com/products/qubole/reviews) — 4.0/5 stars (259 reviews)
- [Dremio](https://www.g2.com/products/dremio/reviews) — 4.6/5 stars (70 reviews)

### Alternatives to Teradata Autonomous Knowledge Platform

- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1333 reviews)
- [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 (756 reviews)
- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2284 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1226 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (620 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 (1012 reviews)
- [PostgreSQL](https://www.g2.com/products/postgresql/reviews) — 4.4/5 stars (682 reviews)
- [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) — 4.3/5 stars (402 reviews)

---
## Top Discussions

### Azure Databricks

- Title: [Is Azure Databricks PaaS or SAAS?](https://www.g2.com/discussions/is-azure-databricks-paas-or-saas) — 2 comments
  > **Top comment:** "Platform as a service "
- Title: [Does Microsoft own Databricks?](https://www.g2.com/discussions/does-microsoft-own-databricks) — 2 comments
  > **Top comment:** "no"
- Title: [When data is small how can I reconfigure cluster to automatically adjust . I don't know which day data coming will be small.](https://www.g2.com/discussions/azure-databricks-when-data-is-small-how-can-i-reconfigure-cluster-to-automatically-adjust-i-don-t-know-which-day-dat) — 1 comment, 1 upvote
  > **Top comment:** "You can't change cluster once create, if u want to change cluster type create a new cluster "
- Title: [What is Azure Databricks used for?](https://www.g2.com/discussions/azure-databricks-what-is-azure-databricks-used-for) — 1 comment
  > **Top comment:** "It is mostly for Data Engineering and Analytics."
- Title: [What is Databricks Azure?](https://www.g2.com/discussions/what-is-databricks-azure) — 1 comment
  > **Top comment:** "Databricks is the implementation of Apache Spark on Azure. With fully managed Spark clusters, it is used to process large workloads of data and also helps in..."

### Teradata Autonomous Knowledge Platform

No discussions available for this product.

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**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/azure-databricks-vs-teradata-autonomous-knowledge-platform)