# Amazon Redshift vs Databricks Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Databricks excels in user experience, particularly with its intuitive notebook interface and polished SQL editor, which allows seamless switching between Python, SQL, and Scala. This unified platform enhances collaboration and streamlines end-to-end data workflows, making it a favorite among teams.
- **Users say** that Amazon Redshift offers impressive query performance on large datasets, making it a reliable choice for structured data workloads. Its strong integration with the AWS ecosystem and columnar storage capabilities are frequently highlighted, providing users with efficient reporting and business intelligence solutions.
- **According to verified reviews** , Databricks stands out for its robust data engineering and machine learning features, such as Genie and Lakeflow Connect. These tools help users manage complex data workflows more effectively, which is a significant advantage for organizations looking to leverage data analytics.
- **Reviewers mention** that while Amazon Redshift is easy to use and scalable, some users find it less flexible compared to Databricks when it comes to integrating various data sources. This can be a limitation for teams that require a more versatile data integration approach.
- **Users highlight** that Databricks has a higher overall satisfaction score, reflecting its ability to meet diverse user needs effectively. The platform's focus on data quality and governance is particularly appreciated, ensuring that users can trust their data for critical decision-making.
- **G2 reviewers note** that while both platforms offer solid support, Databricks receives slightly higher marks for its quality of support. Users appreciate the responsiveness and helpfulness of the Databricks support team, which can be crucial during implementation and ongoing usage.



| | Amazon Redshift | Databricks | 
|---|---|---|
| **Star Rating** | 4.3 out of 5 | 4.6 out of 5 | 
| **Total Reviews** | 402 | 804 | 
| **Largest Market Segment** | Mid-Market (40.1% of reviews) | Enterprise (43.7% of reviews) | 
| **Entry Level Price** | $1.22 - $3.26  Per hour | No pricing available | 

---
## Top Pros & Cons

### Amazon Redshift

Pros:
- Fast Querying (5 reviews)
- Integrations (5 reviews)

Cons:
- Feature Limitations (4 reviews)
- Software Limitations (4 reviews)

### Databricks

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

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

---
## Ratings Comparison
| Rating | Amazon Redshift | Databricks | 
|---|---|---|
  | **Meets Requirements** | 8.7 (285 reviews) | 9.0 (627 reviews) | 
  | **Ease of Use** | 8.7 (285 reviews) | 8.9 (646 reviews) | 
  | **Ease of Setup** | 8.6 (142 reviews) | 8.7 (519 reviews) | 
  | **Ease of Admin** | 8.4 (129 reviews) | 8.4 (190 reviews) | 
  | **Quality of Support** | 8.5 (268 reviews) | 8.8 (604 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.7 (128 reviews) | 8.9 (194 reviews) | 
  | **Product Direction (% positive)** | 8.9 (256 reviews) | 9.6 (608 reviews) | 

---
## Pricing

### Amazon Redshift

#### Entry-Level Pricing

Plan: RA3.4xlarge

Price: $1.22 - $3.26  Per hour

Description: On-demand, 1-Year, or 3-Year Terms

Key Features:
- Commit to save up to 34% 

[Browse all 6 editions](https://www.g2.com/products/amazon-redshift/pricing)

#### Free Trial

Yes

### Databricks

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Amazon Redshift** | N/A | N/A |
| **Databricks** | 9.2/10 | 230 |

#### Reports

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Reports Interface** | Not enough data | 9.0 (22 reviews) | 
| **Steps to Answer** | Not enough data | 8.4 (18 reviews) | 
| **Graphs and Charts** | Not enough data | 9.0 (19 reviews) | 
| **Score Cards** | Not enough data | 8.8 (16 reviews) | 
| **Dashboards** | Not enough data | 9.3 (24 reviews) | 

#### Data Preparation

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Connectors** | Not enough data | 9.4 (13 reviews) | 
| **Data Governance** | Not enough data | 9.4 (13 reviews) | 

#### Data Modeling and Blending

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Data Querying** | Not enough data | 9.4 (15 reviews) | 
| **Data Filtering** | Not enough data | 9.3 (14 reviews) | 
| **Data Blending** | Not enough data | 9.3 (15 reviews) | 

#### Generative AI

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **AI Text Generation** | Not enough data | 9.5 (16 reviews) | 
| **AI Text Summarization** | Not enough data | 9.6 (13 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 9.5 (14 reviews) | 
| **Multi-step Planning** | Not enough data | 9.4 (12 reviews) | 
| **Cross-system Integration** | Not enough data | 9.2 (13 reviews) | 
| **Adaptive Learning** | Not enough data | 9.1 (13 reviews) | 
| **Natural Language Interaction** | Not enough data | 9.2 (14 reviews) | 
| **Proactive Assistance** | Not enough data | 9.9 (13 reviews) | 
| **Decision Making** | Not enough data | 9.7 (12 reviews) | 

#### Self Service 

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Calculated Fields** | Not enough data | 8.6 (17 reviews) | 
| **Data Column Filtering** | Not enough data | 8.7 (18 reviews) | 
| **Data Discovery** | Not enough data | 9.0 (19 reviews) | 
| **Search** | Not enough data | 8.8 (19 reviews) | 
| **Collaboration / Workflow** | Not enough data | 9.0 (20 reviews) | 
| **Automodeling** | Not enough data | 8.9 (15 reviews) | 

#### Deployment & Integration - Analytics Platforms

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **No-code Dashboard Builder** | Not enough data | 8.8 (14 reviews) | 
| **Report Scheduling and Automation** | Not enough data | 9.6 (15 reviews) | 
| **Embedded Analytics and White-labeling** | Not enough data | 9.4 (13 reviews) | 
| **Data Source Connectivity** | Not enough data | 9.6 (13 reviews) | 

#### Advanced Analytics

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Predictive Analytics** | Not enough data | 9.1 (20 reviews) | 
| **Data Visualization** | Not enough data | 8.9 (19 reviews) | 
| **Big Data Services** | Not enough data | 9.5 (23 reviews) | 

#### Performance & Scalability - Analytics Platforms

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Large data handling and Query Speed** | Not enough data | 9.4 (14 reviews) | 
| **Concurrent User Support** | Not enough data | 9.8 (11 reviews) | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Data Modeling and Governance** | Not enough data | 9.4 (14 reviews) | 
| **Notebook and Script Integration** | Not enough data | 9.2 (15 reviews) | 
| **Built-in Predictive and Statistical Models** | Not enough data | 9.2 (13 reviews) | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Auto-generated Insights and Narratives** | Not enough data | 9.2 (14 reviews) | 
| **Natural Language Queries** | Not enough data | 9.4 (15 reviews) | 
| **Proactive KPI Monitoring and Alerts** | Not enough data | 9.5 (13 reviews) | 
| **AI Agents for Analytical Follow-ups** | Not enough data | 9.2 (14 reviews) | 

#### Personalized Intelligence - Analytics Platforms

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

#### Building Reports

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Data Transformation** | Not enough data | 9.1 (176 reviews) | 
| **Data Modeling** | Not enough data | 8.7 (164 reviews) | 
| **WYSIWYG Report Design** | Not enough data | 7.8 (133 reviews) | 
| **Integration APIs** | Not enough data | 8.6 (168 reviews) | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **Amazon Redshift** | N/A | N/A |
| **Databricks** | 8.8/10 | 120 |

#### Administration

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Data Modelling** | Not enough data | 8.8 (102 reviews) | 
| **Recommendations** | Not enough data | 8.6 (96 reviews) | 
| **Workflow Management** | Not enough data | 9.0 (97 reviews) | 
| **Dashboards and Visualizations** | Not enough data | 8.8 (102 reviews) | 

#### Management

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Business Glossary** | Not enough data | 8.5 (90 reviews) | 
| **Data Discovery** | Not enough data | 8.7 (89 reviews) | 
| **Data Profililng** | Not enough data | 8.7 (91 reviews) | 
| **Reporting and Visualization** | Not enough data | 8.6 (90 reviews) | 
| **Data Lineage** | Not enough data | 8.8 (89 reviews) | 

#### Compliance

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Sensitive Data Compliance** | Not enough data | 8.9 (102 reviews) | 
| **Training and Guidelines** | Not enough data | 8.7 (95 reviews) | 
| **Policy Enforcement** | Not enough data | 8.9 (97 reviews) | 
| **Compliance Monitoring** | Not enough data | 8.8 (98 reviews) | 

#### Security

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Access Control** | Not enough data | 9.0 (91 reviews) | 
| **Roles Management** | Not enough data | 8.9 (89 reviews) | 
| **Compliance Management** | Not enough data | 8.8 (89 reviews) | 

#### Data Quality

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Data Preparation** | Not enough data | 9.0 (97 reviews) | 
| **Data Distribution** | Not enough data | 8.8 (96 reviews) | 
| **Data Unification** | Not enough data | 9.0 (97 reviews) | 

#### Maintainence

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

#### Generative AI

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **AI Text Generation** | Not enough data | 8.4 (85 reviews) | 
| **AI Text Summarization** | Not enough data | 8.5 (84 reviews) | 

#### Agentic AI - Data Governance

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.8 (13 reviews) | 
| **Multi-step Planning** | Not enough data | 9.0 (14 reviews) | 
| **Cross-system Integration** | Not enough data | 9.2 (17 reviews) | 
| **Adaptive Learning** | Not enough data | 8.8 (15 reviews) | 
| **Natural Language Interaction** | Not enough data | 9.2 (15 reviews) | 
| **Decision Making** | Not enough data | 9.2 (16 reviews) | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Amazon Redshift** | N/A | N/A |
| **Databricks** | 9.0/10 | 200 |

#### Management

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Reporting** | Not enough data | 8.7 (177 reviews) | 
| **Auditing** | Not enough data | 8.5 (169 reviews) | 

#### Functionality

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Extraction** | Not enough data | 9.1 (182 reviews) | 
| **Transformation** | Not enough data | 9.3 (184 reviews) | 
| **Loading** | Not enough data | 9.1 (178 reviews) | 
| **Automation** | Not enough data | 9.1 (173 reviews) | 
| **Scalability** | Not enough data | 9.2 (175 reviews) | 

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Amazon Redshift** | N/A | N/A |
| **Databricks** | 9.0/10 | 87 |

#### Deployment

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Language Flexibility** | Not enough data | 9.0 (70 reviews) | 
| **Framework Flexibility** | Not enough data | 8.9 (69 reviews) | 
| **Versioning** | Not enough data | 9.0 (71 reviews) | 
| **Ease of Deployment** | Not enough data | 9.0 (71 reviews) | 
| **Scalability** | Not enough data | 9.0 (73 reviews) | 

#### Deployment

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Language Flexibility** | Not enough data | 9.0 (67 reviews) | 
| **Framework Flexibility** | Not enough data | 8.8 (67 reviews) | 
| **Versioning** | Not enough data | 8.7 (71 reviews) | 
| **Ease of Deployment** | Not enough data | 9.0 (70 reviews) | 
| **Scalability** | Not enough data | 9.1 (71 reviews) | 

#### Management

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Cataloging** | Not enough data | 9.0 (70 reviews) | 
| **Monitoring** | Not enough data | 8.9 (71 reviews) | 
| **Governing** | Not enough data | 9.2 (67 reviews) | 
| **Model Registry** | Not enough data | 9.0 (74 reviews) | 

#### Operations

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Metrics** | Not enough data | 8.8 (67 reviews) | 
| **Infrastructure management** | Not enough data | 8.9 (68 reviews) | 
| **Collaboration** | Not enough data | 9.1 (69 reviews) | 

#### Management

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Cataloging** | Not enough data | 8.9 (67 reviews) | 
| **Monitoring** | Not enough data | 8.8 (66 reviews) | 
| **Governing** | Not enough data | 9.1 (64 reviews) | 

#### Generative AI

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **AI Text Generation** | Not enough data | 8.6 (34 reviews) | 
| **AI Text Summarization** | Not enough data | 8.6 (34 reviews) | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Amazon Redshift** | N/A | N/A |
| **Databricks** | 8.7/10 | 229 |

#### System

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | 8.9 (185 reviews) | 

#### Model Development

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Language Support** | Not enough data | 8.8 (192 reviews) | 
| **Drag and Drop** | Not enough data | 8.0 (195 reviews) | 
| **Pre-Built Algorithms** | Not enough data | 8.4 (192 reviews) | 
| **Model Training** | Not enough data | 8.7 (198 reviews) | 

#### Model Development

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Feature Engineering** | Not enough data | 8.5 (177 reviews) | 

#### Machine/Deep Learning Services

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Computer Vision** | Not enough data | 8.2 (180 reviews) | 
| **Natural Language Processing** | Not enough data | 8.6 (187 reviews) | 
| **Natural Language Generation** | Not enough data | 8.3 (179 reviews) | 
| **Artificial Neural Networks** | Not enough data | 8.2 (178 reviews) | 

#### Machine/Deep Learning Services

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Natural Language Understanding** | Not enough data | 8.4 (164 reviews) | 
| **Deep Learning** | Not enough data | 8.4 (165 reviews) | 

#### Deployment

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Managed Service** | Not enough data | 8.6 (185 reviews) | 
| **Application** | Not enough data | 8.8 (187 reviews) | 
| **Scalability** | Not enough data | 9.0 (195 reviews) | 

#### Generative AI

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **AI Text Generation** | Not enough data | 8.3 (92 reviews) | 
| **AI Text Summarization** | Not enough data | 8.5 (93 reviews) | 
| **AI Text-to-Image** | Not enough data | 7.7 (91 reviews) | 

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

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 9.4 (14 reviews) | 
| **Multi-step Planning** | Not enough data | 9.1 (13 reviews) | 
| **Cross-system Integration** | Not enough data | 8.9 (14 reviews) | 
| **Adaptive Learning** | Not enough data | 9.1 (13 reviews) | 
| **Natural Language Interaction** | Not enough data | 9.5 (16 reviews) | 
| **Proactive Assistance** | Not enough data | 9.4 (12 reviews) | 
| **Decision Making** | Not enough data | 9.6 (13 reviews) | 

### Data Warehouse

| Product | Score | Reviews |
|---|---|---|
| **Amazon Redshift** | 8.4/10 | 151 |
| **Databricks** | 8.9/10 | 225 |

#### Data Management

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Data Integration** | 8.8 (136 reviews) ✓ Verified | 9.1 (197 reviews) ✓ Verified | 
| **Data Compression** | 8.4 (125 reviews) ✓ Verified | 8.9 (187 reviews) ✓ Verified | 
| **Data Quality** | 8.8 (131 reviews) ✓ Verified | 8.9 (190 reviews) ✓ Verified | 
| **Built-In Data Analytics** | 8.0 (127 reviews) ✓ Verified | 8.8 (188 reviews) ✓ Verified | 
| **In-Database Machine Learning** | 7.6 (102 reviews) ✓ Verified | 8.7 (175 reviews) ✓ Verified | 
| **Data Lake Analytics** | 8.3 (119 reviews) ✓ Verified | 9.1 (179 reviews) ✓ Verified | 

#### Integration

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **AI/ ML Integration** | 7.9 (101 reviews) ✓ Verified | 8.9 (183 reviews) ✓ Verified | 
| **BI Tool Integration** | 8.7 (130 reviews) ✓ Verified | 8.8 (174 reviews) ✓ Verified | 
| **Data lake Integration** | 8.6 (119 reviews) ✓ Verified | 9.1 (185 reviews) ✓ Verified | 

#### Deployment

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **On-Premise** | 8.1 (102 reviews) | 8.0 (163 reviews) ✓ Verified | 
| **Cloud** | 9.0 (132 reviews) ✓ Verified | 9.2 (186 reviews) ✓ Verified | 

#### Performance 

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Scalability** | 8.9 (137 reviews) ✓ Verified | 9.2 (191 reviews) ✓ Verified | 

#### Security

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Data Governance** | 8.7 (126 reviews) ✓ Verified | 8.9 (182 reviews) ✓ Verified | 
| **Data Security** | 8.8 (128 reviews) ✓ Verified | 9.0 (175 reviews) ✓ Verified | 

#### Generative AI

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **AI Text Generation** | 7.3 (20 reviews) | 8.6 (85 reviews) | 
| **AI Text Summarization** | 7.2 (19 reviews) | 8.5 (83 reviews) | 

### Database Management Systems (DBMS)

| Product | Score | Reviews |
|---|---|---|
| **Amazon Redshift** | N/A | N/A |
| **Databricks** | N/A | N/A |

#### Management

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Data dictionary** | Not enough data | Not enough data | 
| **Data Replication** | Not enough data | Not enough data | 
| **Query Language** | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | 
| **Performance Analysis** | Not enough data | Not enough data | 

#### Maintenance

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Data Migration** | Not enough data | Not enough data | 
| **Backup and Recovery** | Not enough data | Not enough data | 
| **Multi-User Environment** | Not enough data | Not enough data | 

#### Security

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Data Encryption** | Not enough data | Not enough data | 
| **User Access Control** | Not enough data | Not enough data | 

### Columnar Databases

| Product | Score | Reviews |
|---|---|---|
| **Amazon Redshift** | 8.3/10 | 63 |
| **Databricks** | N/A | N/A |

#### Storage

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Data Model** | 8.4 (53 reviews) | Not enough data | 
| **Data Types** | 8.4 (56 reviews) | Not enough data | 

#### Availability

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Auto Sharding** | 8.6 (47 reviews) | Not enough data | 
| **Auto Recovery** | 8.2 (50 reviews) | Not enough data | 
| **Data Replication** | 8.4 (48 reviews) | Not enough data | 

#### Performance

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Integrated Cache** | 8.2 (48 reviews) | Not enough data | 

#### Security

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Role-Based Authorization** | 8.7 (47 reviews) | Not enough data | 
| **Authentication** | 8.4 (52 reviews) | Not enough data | 
| **Audit Logs** | 8.1 (47 reviews) | Not enough data | 
| **Encryption** | 8.5 (48 reviews) | Not enough data | 

#### Support

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Multi-Model** | 7.9 (43 reviews) | Not enough data | 
| **Operating Systems** | 8.5 (47 reviews) | Not enough data | 

### DataOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Amazon Redshift** | N/A | N/A |
| **Databricks** | 9.1/10 | 90 |

#### Data Management

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Data Integration** | Not enough data | 9.1 (75 reviews) | 
| **Metadata** | Not enough data | 8.9 (78 reviews) | 
| **Self-service** | Not enough data | 8.9 (76 reviews) | 
| **Automated workflows** | Not enough data | 9.2 (76 reviews) | 

#### Agentic AI - DataOps Platforms

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 9.5 (16 reviews) | 
| **Multi-step Planning** | Not enough data | 9.4 (14 reviews) | 
| **Cross-system Integration** | Not enough data | 9.4 (16 reviews) | 
| **Adaptive Learning** | Not enough data | 9.4 (15 reviews) | 
| **Decision Making** | Not enough data | 9.7 (15 reviews) | 

#### Analytics

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Analytics capabilities** | Not enough data | 9.0 (75 reviews) | 
| **Dasboard visualizations** | Not enough data | 8.7 (75 reviews) | 

#### Monitoring and Management

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Data Observability** | Not enough data | 8.7 (75 reviews) | 
| **Testing capabilities** | Not enough data | 8.7 (75 reviews) | 

#### Cloud Deployment

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Hybrid cloud support** | Not enough data | 9.1 (70 reviews) | 
| **Cloud migration capabilities** | Not enough data | 9.1 (71 reviews) | 

#### Generative AI

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **AI Text Generation** | Not enough data | 9.1 (43 reviews) | 
| **AI Text Summarization** | Not enough data | 9.1 (43 reviews) | 

### Generative AI Infrastructure

| Product | Score | Reviews |
|---|---|---|
| **Amazon Redshift** | N/A | N/A |
| **Databricks** | 9.9/10 | 13 |

#### Scalability and Performance - Generative AI Infrastructure

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **AI High Availability** | Not enough data | 10.0 (6 reviews) | 
| **AI Model Training Scalability** | Not enough data | 10.0 (8 reviews) | 
| **AI Inference Speed** | Not enough data | 10.0 (7 reviews) | 

#### Cost and Efficiency - Generative AI Infrastructure

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **AI Cost per API Call** | Not enough data | 10.0 (6 reviews) | 
| **AI Resource Allocation Flexibility** | Not enough data | 9.4 (8 reviews) | 
| **AI Energy Efficiency** | Not enough data | 10.0 (6 reviews) | 

#### Integration and Extensibility - Generative AI Infrastructure

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **AI Multi-cloud Support** | Not enough data | 9.8 (7 reviews) | 
| **AI Data Pipeline Integration** | Not enough data | 10.0 (7 reviews) | 
| **AI API Support and Flexibility** | Not enough data | 10.0 (6 reviews) | 

#### Security and Compliance - Generative AI Infrastructure

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **AI GDPR and Regulatory Compliance** | Not enough data | 10.0 (6 reviews) | 
| **AI Role-based Access Control** | Not enough data | 9.7 (6 reviews) | 
| **AI Data Encryption** | Not enough data | 10.0 (6 reviews) | 

#### Usability and Support - Generative AI Infrastructure

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **AI Documentation Quality** | Not enough data | 10.0 (8 reviews) | 
| **AI Community Activity** | Not enough data | 9.7 (6 reviews) | 

### AI Agent Builders

| Product | Score | Reviews |
|---|---|---|
| **Amazon Redshift** | N/A | N/A |
| **Databricks** | N/A | N/A |

#### Customization - AI Agent Builders

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Natural Language Configuration** | Not enough data | Not enough data | 
| **Tone Customization** | Not enough data | Not enough data | 
| **Security Guardrails** | Not enough data | Not enough data | 

#### Functionality - AI Agent Builders

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Omni-channel Support** | Not enough data | Not enough data | 
| **Agent Branding** | Not enough data | Not enough data | 
| **Proactive Response Capabilities** | Not enough data | Not enough data | 
| **Seamless Human Escalation** | Not enough data | Not enough data | 

#### Data and Analytics - AI Agent Builders

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **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 | Amazon Redshift | Databricks | 
|---|---|---|
| **Workflow Automation** | Not enough data | Not enough data | 
| **API Usage** | Not enough data | Not enough data | 
| **Platform Interoperability** | Not enough data | Not enough data | 
| **CRM Data Integration** | Not enough data | Not enough data | 

### AI Gateways

| Product | Score | Reviews |
|---|---|---|
| **Amazon Redshift** | N/A | N/A |
| **Databricks** | N/A | N/A |

#### Traffic Management & Performance - AI Gateways

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Token-Aware Rate Limiting** | Not enough data | Not enough data | 
| **Semantic Caching** | Not enough data | Not enough data | 
| **Multi-Model Routing & Fallbacks** | Not enough data | Not enough data | 

#### Governance & Observability - AI Gateways

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Data Privacy** | Not enough data | Not enough data | 
| **Cost Tracking** | Not enough data | Not enough data | 
| **Centralized API Key Security** | Not enough data | Not enough data | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Amazon Redshift** | N/A | N/A |
| **Databricks** | 9.0/10 | 353 |

#### Database

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Real-Time Data Collection** | Not enough data | 8.8 (245 reviews) | 
| **Data Distribution** | Not enough data | 9.0 (251 reviews) | 
| **Data Lake** | Not enough data | 9.3 (279 reviews) | 

#### Integrations

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Hadoop Integration** | Not enough data | 8.3 (223 reviews) | 
| **Spark Integration** | Not enough data | 9.2 (283 reviews) | 

#### Platform

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Machine Scaling** | Not enough data | 9.0 (282 reviews) | 
| **Data Preparation** | Not enough data | 8.9 (261 reviews) | 
| **Spark Integration** | Not enough data | 9.2 (283 reviews) | 

#### Processing

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Cloud Processing** | Not enough data | 9.1 (260 reviews) | 
| **Workload Processing** | Not enough data | 9.0 (270 reviews) | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Amazon Redshift** | N/A | N/A |
| **Databricks** | 8.9/10 | 269 |

#### Data Transformation

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Real-Time Analytics** | Not enough data | 8.9 (231 reviews) | 
| **Data Querying** | Not enough data | 9.1 (241 reviews) | 

#### Connectivity

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Hadoop Integration** | Not enough data | 8.7 (210 reviews) | 
| **Spark Integration** | Not enough data | 9.2 (235 reviews) | 
| **Multi-Source Analysis** | Not enough data | 9.0 (225 reviews) | 
| **Data Lake** | Not enough data | 9.2 (235 reviews) | 

#### Operations

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Data Visualization** | Not enough data | 8.5 (232 reviews) | 
| **Data Workflow** | Not enough data | 8.9 (232 reviews) | 
| **Governed Discovery** | Not enough data | 8.6 (218 reviews) | 
| **Embedded Analytics** | Not enough data | 8.7 (215 reviews) | 
| **Notebooks** | Not enough data | 9.4 (237 reviews) | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Amazon Redshift** | N/A | N/A |
| **Databricks** | 8.6/10 | 214 |

#### Building Reports

| Feature | Amazon Redshift | Databricks | 
|---|---|---|
| **Data Transformation** | Not enough data | 9.1 (176 reviews) | 
| **Data Modeling** | Not enough data | 8.7 (164 reviews) | 
| **WYSIWYG Report Design** | Not enough data | 7.8 (133 reviews) | 
| **Integration APIs** | Not enough data | 8.6 (168 reviews) | 

#### Platform

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

---
## Categories
**Shared Categories (1):** [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse)

**Unique to Amazon Redshift (2):** [Columnar Databases](https://www.g2.com/categories/columnar-databases), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms)

**Unique to Databricks (12):** [DataOps Platforms](https://www.g2.com/categories/dataops-platforms), [MLOps Platforms](https://www.g2.com/categories/mlops-platforms), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools), [ETL Tools](https://www.g2.com/categories/etl-tools), [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution), [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [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)


---
## Reviewer Demographics

### By Company Size

| Segment | Amazon Redshift | Databricks | 
|---|---|---|
| **Small-Business** | 20.7% | 15.9% | 
| **Mid-Market** | 40.1% | 40.4% | 
| **Enterprise** | 39.2% | 43.7% | 

### By Industry

#### Amazon Redshift

- **Information Technology and Services:** 15.3%
- **Computer Software:** 12.6%
- **Financial Services:** 7.7%
- **Retail:** 5.5%
- **Marketing and Advertising:** 4.6%
- **Telecommunications:** 4.6%
- **Hospital & Health Care:** 4.4%
- **Banking:** 3.8%
- **Pharmaceuticals:** 2.5%
- **Management Consulting:** 2.2%
- **Other:** 36.9%

#### Databricks

- **Information Technology and Services:** 16.5%
- **Financial Services:** 10.2%
- **Computer Software:** 9.1%
- **Consulting:** 4.1%
- **Hospital & Health Care:** 3.5%
- **Retail:** 3.4%
- **Marketing and Advertising:** 3.3%
- **Insurance:** 3.0%
- **Telecommunications:** 2.8%
- **Manufacturing:** 2.6%
- **Other:** 41.6%

---
## Alternatives

### Alternatives to Amazon Redshift

- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1225 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (754 reviews)
- [OpenText Vertica](https://www.g2.com/products/opentext-vertica/reviews) — 4.3/5 stars (216 reviews)
- [Cloudera Platform](https://www.g2.com/products/cloudera-platform/reviews) — 4.1/5 stars (136 reviews)
- [IBM Db2](https://www.g2.com/products/ibm-db2/reviews) — 4.1/5 stars (682 reviews)
- [Teradata Autonomous Knowledge Platform](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews) — 4.3/5 stars (375 reviews)
- [SQL Server 2019](https://www.g2.com/products/sql-server-2019/reviews) — 4.5/5 stars (83 reviews)
- [Panoply](https://www.g2.com/products/panoply/reviews) — 4.5/5 stars (83 reviews)
- [IBM Netezza Performance Server](https://www.g2.com/products/ibm-netezza-performance-server/reviews) — 4.1/5 stars (84 reviews)
- [Oracle Exadata Cloud Service](https://www.g2.com/products/oracle-exadata-cloud-service/reviews) — 4.4/5 stars (44 reviews)

### Alternatives to Databricks

- [Cloudera Platform](https://www.g2.com/products/cloudera-platform/reviews) — 4.1/5 stars (136 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (754 reviews)
- [Teradata Autonomous Knowledge Platform](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews) — 4.3/5 stars (375 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1225 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (817 reviews)
- [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (658 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 (801 reviews)
- [dbt](https://www.g2.com/products/dbt/reviews) — 4.7/5 stars (208 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (620 reviews)

---
## Top Discussions

### Amazon Redshift

- Title: [When can I use Amazon redshift?](https://www.g2.com/discussions/when-can-i-use-amazon-redshift) — 3 comments
  > **Top comment:** "You can use it in Datawarehousing. "
- Title: [Should I use with a data mart for a frontend tool that make request on it ?](https://www.g2.com/discussions/should-i-use-with-a-data-mart-for-a-frontend-tool-that-make-request-on-it) — 3 comments, 3 upvotes
  > **Top comment:** "Hi Mehdi 

Can you elaborate your question? 

AWS Redshift is a DataBase/Data Warehouse service, which is Ideal for Analytical use cases. 

You can..."
- Title: [What are the characteristics of redshift?](https://www.g2.com/discussions/what-are-the-characteristics-of-redshift) — 2 comments
  > **Top comment:** "Redshift is mainly used for Big data and analytics to store the data in columner format. Retrieve the data is very fast and parallel processing also most..."
- Title: [Is Amazon redshift good for large datasets considering its cost.](https://www.g2.com/discussions/is-amazon-redshift-good-for-large-datasets-considering-its-cost) — 2 comments, 1 upvote
  > **Top comment:** "its costly"
- Title: [What does Amazon redshift do?](https://www.g2.com/discussions/what-does-amazon-redshift-do) — 2 comments
  > **Top comment:** "Redshift is data warehouse where data reside on cloud and on top of that we can query the required data."

### 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..."

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