# Cloudera Data Platform, IBM Db2 vs Oracle Database Comparison

| | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Star Rating** | 4.1 out of 5 | 4.1 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 136 | 682 | 1,010 | 
| **Largest Market Segment** | Enterprise (42.3% of reviews) | Enterprise (66.0% of reviews) | Enterprise (60.7% of reviews) | 
| **Entry Level Price** | No pricing available | Free Trial 1 License | No pricing available | 

---
## Top Pros & Cons

### Cloudera Data Platform

Pros:
- Ease of Use (22 reviews)
- Scalability (17 reviews)

Cons:
- Expensive (16 reviews)
- Complexity (7 reviews)

### IBM Db2

Pros:
- Performance (6 reviews)
- Reliability (6 reviews)

Cons:
- Feature Limitations (3 reviews)
- Complexity (2 reviews)

### Oracle Database

Pros:
- Performance (15 reviews)
- Security (14 reviews)

Cons:
- Expensive (18 reviews)
- Complexity (11 reviews)

---
## Ratings Comparison
| Rating | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
  | **Meets Requirements** | 8.6 (117 reviews) | 8.5 (488 reviews) | 9.0 (728 reviews) | 
  | **Ease of Use** | 8.3 (119 reviews) | 8.0 (497 reviews) | 8.3 (735 reviews) | 
  | **Ease of Setup** | 8.1 (60 reviews) | 7.7 (263 reviews) | 7.6 (390 reviews) | 
  | **Ease of Admin** | 7.9 (59 reviews) | 7.7 (242 reviews) | 7.8 (330 reviews) | 
  | **Quality of Support** | 8.0 (108 reviews) | 8.1 (461 reviews) | 8.3 (697 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.4 (56 reviews) | 8.3 (234 reviews) | 8.1 (332 reviews) | 
  | **Product Direction (% positive)** | 8.4 (118 reviews) | 6.8 (456 reviews) | 8.2 (695 reviews) | 

---
## Pricing

### Cloudera Data Platform

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### IBM Db2

#### Entry-Level Pricing

Plan: Db2 On Cloud - Lite 

Price: Free Trial 1 License

Description: A completely free edition of DB2 on Cloud.

Key Features:
- Enjoy high performance and elastic scaling with Db2’s fully managed database and warehouse solutions in the cloud. Try for free.

[Browse all 6 editions](https://www.g2.com/products/ibm-db2/pricing)

#### Free Trial

Yes

### Oracle Database

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Cloudera Data Platform** | 6.6/10 | 33 |
| **IBM Db2** | N/A | N/A |
| **Oracle Database** | N/A | N/A |

#### Reports

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Reports Interface** | 7.1 (13 reviews) | Not enough data | Not enough data | 
| **Steps to Answer** | 6.1 (11 reviews) | Not enough data | Not enough data | 
| **Graphs and Charts** | 7.1 (12 reviews) | Not enough data | Not enough data | 
| **Score Cards** | 5.9 (9 reviews) | Not enough data | Not enough data | 
| **Dashboards** | 6.7 (14 reviews) | Not enough data | Not enough data | 

#### Data Preparation

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Connectors** | Not enough data | Not enough data | Not enough data | 
| **Data Governance** | Not enough data | Not enough data | Not enough data | 

#### Data Modeling and Blending

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Data Querying** | Not enough data | Not enough data | Not enough data | 
| **Data Filtering** | Not enough data | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Analytics Platforms

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

#### Self Service 

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Calculated Fields** | 6.2 (11 reviews) | Not enough data | Not enough data | 
| **Data Column Filtering** | 6.7 (10 reviews) | Not enough data | Not enough data | 
| **Data Discovery** | 6.2 (11 reviews) | Not enough data | Not enough data | 
| **Search** | 6.8 (10 reviews) | Not enough data | Not enough data | 
| **Collaboration / Workflow** | 6.2 (10 reviews) | Not enough data | Not enough data | 
| **Automodeling** | 6.0 (7 reviews) | Not enough data | Not enough data | 

#### Deployment & Integration - Analytics Platforms

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **No-code Dashboard Builder** | Not enough data | Not enough data | Not enough data | 
| **Report Scheduling and Automation** | Not enough data | Not enough data | Not enough data | 
| **Embedded Analytics and White-labeling** | Not enough data | Not enough data | Not enough data | 
| **Data Source Connectivity** | Not enough data | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Predictive Analytics** | 7.2 (12 reviews) | Not enough data | Not enough data | 
| **Data Visualization** | 6.7 (13 reviews) | Not enough data | Not enough data | 
| **Big Data Services** | 8.5 (14 reviews) | Not enough data | Not enough data | 

#### Performance & Scalability - Analytics Platforms

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Large data handling and Query Speed** | Not enough data | Not enough data | Not enough data | 
| **Concurrent User Support** | Not enough data | Not enough data | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Data Modeling and Governance** | Not enough data | Not enough data | Not enough data | 
| **Notebook and Script Integration** | Not enough data | Not enough data | Not enough data | 
| **Built-in Predictive and Statistical Models** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Auto-generated Insights and Narratives** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Queries** | Not enough data | Not enough data | Not enough data | 
| **Proactive KPI Monitoring and Alerts** | Not enough data | Not enough data | Not enough data | 
| **AI Agents for Analytical Follow-ups** | Not enough data | Not enough data | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Not enough data | Not enough data | Not enough data | 
| **Role-based Insight Personalization** | Not enough data | Not enough data | Not enough data | 
| **Conversational and Prompt-based Analytics** | Not enough data | Not enough data | Not enough data | 

#### Building Reports

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Data Transformation** | 8.3 (21 reviews) | Not enough data | Not enough data | 
| **Data Modeling** | 7.7 (21 reviews) | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | 6.7 (9 reviews) | Not enough data | Not enough data | 
| **Integration APIs** | 7.7 (16 reviews) | Not enough data | Not enough data | 

### Machine Learning Data Catalog

| Product | Score | Reviews |
|---|---|---|
| **Cloudera Data Platform** | 8.9/10 | 10 |
| **IBM Db2** | N/A | N/A |
| **Oracle Database** | N/A | N/A |

#### Data Governance

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **User Access Management** | 8.8 (10 reviews) | Not enough data | Not enough data | 
| **Dynamic Data Masking** | 8.8 (8 reviews) | Not enough data | Not enough data | 
| **Data Lineage** | 8.8 (8 reviews) | Not enough data | Not enough data | 

#### Data Preparation

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Search** | 9.2 (10 reviews) | Not enough data | Not enough data | 
| **Data Quality and Cleansing** | 9.4 (9 reviews) | Not enough data | Not enough data | 
| **Data Transformation** | 9.7 (10 reviews) | Not enough data | Not enough data | 
| **Data Modeling** | 8.9 (9 reviews) | Not enough data | Not enough data | 

#### Collaboration

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Commenting** | 8.5 (8 reviews) | Not enough data | Not enough data | 
| **Profiling and Classification** | 8.9 (9 reviews) | Not enough data | Not enough data | 
| **Business and Data Glossary** | 8.9 (9 reviews) | Not enough data | Not enough data | 
| **Metadata Management ** | 9.1 (9 reviews) | Not enough data | Not enough data | 

#### Artificial Intelligence

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Machine Learning Recommendations** | 9.5 (10 reviews) | Not enough data | Not enough data | 
| **Natural Language Query** | 9.1 (9 reviews) | Not enough data | Not enough data | 
| **Automatic Data Cleansing** | 8.7 (9 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **AI Text Generation** | 8.1 (9 reviews) | Not enough data | Not enough data | 
| **AI Text Summarization** | 8.5 (9 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Machine Learning Data Catalog

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **Cloudera Data Platform** | N/A | N/A |
| **IBM Db2** | N/A | N/A |
| **Oracle Database** | N/A | N/A |

#### Administration

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Data Modelling** | Not enough data | Not enough data | Not enough data | 
| **Recommendations** | Not enough data | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | Not enough data | 
| **Dashboards and Visualizations** | Not enough data | Not enough data | Not enough data | 

#### Management

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Business Glossary** | Not enough data | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | Not enough data | 
| **Data Profililng** | Not enough data | Not enough data | Not enough data | 
| **Reporting and Visualization** | Not enough data | Not enough data | Not enough data | 
| **Data Lineage** | Not enough data | Not enough data | Not enough data | 

#### Compliance

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Sensitive Data Compliance** | Not enough data | Not enough data | Not enough data | 
| **Training and Guidelines** | Not enough data | Not enough data | Not enough data | 
| **Policy Enforcement** | Not enough data | Not enough data | Not enough data | 
| **Compliance Monitoring** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Access Control** | Not enough data | Not enough data | Not enough data | 
| **Roles Management** | Not enough data | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | Not enough data | 

#### Data Quality

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Data Preparation** | Not enough data | Not enough data | Not enough data | 
| **Data Distribution** | Not enough data | Not enough data | Not enough data | 
| **Data Unification** | Not enough data | Not enough data | Not enough data | 

#### Maintainence

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Data Quality Management** | Not enough data | Not enough data | Not enough data | 
| **Policy Management** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Data Governance

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Cloudera Data Platform** | N/A | N/A |
| **IBM Db2** | N/A | N/A |
| **Oracle Database** | N/A | N/A |

#### Management

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Reporting** | Not enough data | Not enough data | Not enough data | 
| **Auditing** | Not enough data | Not enough data | Not enough data | 

#### Functionality

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Extraction** | Not enough data | Not enough data | Not enough data | 
| **Transformation** | Not enough data | Not enough data | Not enough data | 
| **Loading** | Not enough data | Not enough data | Not enough data | 
| **Automation** | Not enough data | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | Not enough data | 

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Cloudera Data Platform** | N/A | N/A |
| **IBM Db2** | N/A | N/A |
| **Oracle Database** | N/A | N/A |

#### Deployment

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Language Flexibility** | Not enough data | Not enough data | Not enough data | 
| **Framework Flexibility** | Not enough data | Not enough data | Not enough data | 
| **Versioning** | Not enough data | Not enough data | Not enough data | 
| **Ease of Deployment** | Not enough data | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | Not enough data | 

#### Deployment

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Language Flexibility** | Not enough data | Not enough data | Not enough data | 
| **Framework Flexibility** | Not enough data | Not enough data | Not enough data | 
| **Versioning** | Not enough data | Not enough data | Not enough data | 
| **Ease of Deployment** | Not enough data | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | Not enough data | 

#### Management

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Cataloging** | Not enough data | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Governing** | Not enough data | Not enough data | Not enough data | 
| **Model Registry** | Not enough data | Not enough data | Not enough data | 

#### Operations

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Metrics** | Not enough data | Not enough data | Not enough data | 
| **Infrastructure management** | Not enough data | Not enough data | Not enough data | 
| **Collaboration** | Not enough data | Not enough data | Not enough data | 

#### Management

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Cataloging** | Not enough data | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Governing** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Cloudera Data Platform** | 9.5/10 | 16 |
| **IBM Db2** | N/A | N/A |
| **Oracle Database** | N/A | N/A |

#### System

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Data Ingestion & Wrangling** | 9.7 (15 reviews) | Not enough data | Not enough data | 

#### Model Development

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Language Support** | 9.8 (15 reviews) | Not enough data | Not enough data | 
| **Drag and Drop** | 9.4 (16 reviews) | Not enough data | Not enough data | 
| **Pre-Built Algorithms** | 9.4 (14 reviews) | Not enough data | Not enough data | 
| **Model Training** | 9.4 (15 reviews) | Not enough data | Not enough data | 

#### Model Development

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Feature Engineering** | 9.4 (14 reviews) | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Computer Vision** | 9.3 (15 reviews) | Not enough data | Not enough data | 
| **Natural Language Processing** | 9.6 (15 reviews) | Not enough data | Not enough data | 
| **Natural Language Generation** | 9.4 (15 reviews) | Not enough data | Not enough data | 
| **Artificial Neural Networks** | 9.3 (15 reviews) | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Natural Language Understanding** | 9.8 (14 reviews) | Not enough data | Not enough data | 
| **Deep Learning** | 9.9 (13 reviews) | Not enough data | Not enough data | 

#### Deployment

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Managed Service** | 9.3 (15 reviews) | Not enough data | Not enough data | 
| **Application** | 9.7 (16 reviews) | Not enough data | Not enough data | 
| **Scalability** | 9.6 (15 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **AI Text Generation** | 9.6 (13 reviews) | Not enough data | Not enough data | 
| **AI Text Summarization** | 9.2 (13 reviews) | Not enough data | Not enough data | 
| **AI Text-to-Image** | 9.3 (14 reviews) | Not enough data | Not enough data | 

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

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Data Fabric

| Product | Score | Reviews |
|---|---|---|
| **Cloudera Data Platform** | 6.9/10 | 6 |
| **IBM Db2** | N/A | N/A |
| **Oracle Database** | N/A | N/A |

#### Data Management

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Data Integration** | 6.7 (6 reviews) | Not enough data | Not enough data | 
| **Data Discovery** | 6.9 (6 reviews) | Not enough data | Not enough data | 
| **Multi - Platform** | 6.9 (6 reviews) | Not enough data | Not enough data | 
| **Metadata** | 7.2 (6 reviews) | Not enough data | Not enough data | 

#### Analytics

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Data Analytics** | 6.4 (6 reviews) | Not enough data | Not enough data | 

#### Security

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Compliance** | 6.4 (6 reviews) | Not enough data | Not enough data | 
| **Governance** | 7.5 (6 reviews) | Not enough data | Not enough data | 
| **Data Protection** | 7.2 (6 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **AI Text Generation** | 7.2 (6 reviews) | Not enough data | Not enough data | 
| **AI Text Summarization** | 6.1 (6 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Data Fabric

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Data Warehouse

| Product | Score | Reviews |
|---|---|---|
| **Cloudera Data Platform** | 8.8/10 | 16 |
| **IBM Db2** | 8.2/10 | 63 |
| **Oracle Database** | N/A | N/A |

#### Data Management

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Data Integration** | 9.0 (15 reviews) ✓ Verified | 8.6 (52 reviews) ✓ Verified | Not enough data | 
| **Data Compression** | 8.5 (14 reviews) ✓ Verified | 8.1 (48 reviews) ✓ Verified | Not enough data | 
| **Data Quality** | 8.9 (14 reviews) ✓ Verified | 8.6 (49 reviews) ✓ Verified | Not enough data | 
| **Built-In Data Analytics** | 8.7 (13 reviews) ✓ Verified | 8.2 (48 reviews) ✓ Verified | Not enough data | 
| **In-Database Machine Learning** | 8.5 (14 reviews) ✓ Verified | 7.5 (34 reviews) ✓ Verified | Not enough data | 
| **Data Lake Analytics** | 8.9 (14 reviews) ✓ Verified | 7.6 (34 reviews) ✓ Verified | Not enough data | 

#### Integration

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **AI/ ML Integration** | 8.7 (13 reviews) ✓ Verified | 7.8 (43 reviews) ✓ Verified | Not enough data | 
| **BI Tool Integration** | 8.3 (13 reviews) ✓ Verified | 8.1 (45 reviews) ✓ Verified | Not enough data | 
| **Data lake Integration** | 9.2 (13 reviews) ✓ Verified | 8.1 (42 reviews) ✓ Verified | Not enough data | 

#### Deployment

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **On-Premise** | 9.3 (14 reviews) ✓ Verified | 8.4 (50 reviews) ✓ Verified | Not enough data | 
| **Cloud** | 8.9 (14 reviews) ✓ Verified | 7.8 (41 reviews) ✓ Verified | Not enough data | 

#### Performance 

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Scalability** | 9.2 (14 reviews) ✓ Verified | 8.6 (51 reviews) ✓ Verified | Not enough data | 

#### Security

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Data Governance** | 8.8 (13 reviews) ✓ Verified | 8.7 (46 reviews) ✓ Verified | Not enough data | 
| **Data Security** | 9.0 (14 reviews) ✓ Verified | 9.0 (35 reviews) ✓ Verified | Not enough data | 

#### Generative AI

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **AI Text Generation** | 8.8 (10 reviews) | 8.3 (8 reviews) | Not enough data | 
| **AI Text Summarization** | 8.5 (10 reviews) | 8.3 (8 reviews) | Not enough data | 

### Database Management Systems (DBMS)

| Product | Score | Reviews |
|---|---|---|
| **Cloudera Data Platform** | N/A | N/A |
| **IBM Db2** | N/A | N/A |
| **Oracle Database** | N/A | N/A |

#### Management

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Data dictionary** | Not enough data | Not enough data | Not enough data | 
| **Data Replication** | Not enough data | Not enough data | Not enough data | 
| **Query Language** | Not enough data | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | 
| **Performance Analysis** | Not enough data | Not enough data | Not enough data | 

#### Maintenance

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Data Migration** | Not enough data | Not enough data | Not enough data | 
| **Backup and Recovery** | Not enough data | Not enough data | Not enough data | 
| **Multi-User Environment** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Data Encryption** | Not enough data | Not enough data | Not enough data | 
| **User Access Control** | Not enough data | Not enough data | Not enough data | 

### Relational Databases

| Product | Score | Reviews |
|---|---|---|
| **Cloudera Data Platform** | 8.8/10 | 20 |
| **IBM Db2** | 8.5/10 | 370 |
| **Oracle Database** | 8.8/10 | 581 |

#### Management 

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Data Schema** | 8.8 (11 reviews) | 8.6 (60 reviews) | 9.0 (146 reviews) | 
| **Query Language** | 9.4 (11 reviews) | 8.4 (62 reviews) | 8.9 (148 reviews) | 
| **ACID - Complaint** | 9.4 (8 reviews) | 8.2 (52 reviews) | 8.8 (130 reviews) | 
| **Data Replication** | 9.4 (9 reviews) | 8.5 (55 reviews) | 8.8 (140 reviews) | 

#### Support 

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Text Search** | 8.0 (11 reviews) | 8.0 (57 reviews) | 8.4 (142 reviews) | 
| **Data Types** | 8.5 (11 reviews) | 8.4 (60 reviews) | 8.9 (145 reviews) | 
| **Languages** | 8.7 (10 reviews) | 7.9 (60 reviews) | 8.7 (142 reviews) | 
| **Operating Systems** | 8.0 (10 reviews) | 8.4 (61 reviews) | 8.8 (140 reviews) | 

#### Security

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Database Locking** | 9.0 (10 reviews) | 8.5 (60 reviews) | 8.8 (142 reviews) | 
| **Access Control** | 9.2 (10 reviews) | 8.8 (60 reviews) | 8.8 (148 reviews) | 
| **Encryption** | 8.7 (9 reviews) | 8.4 (58 reviews) | 8.7 (138 reviews) | 
| **Authentication** | 9.0 (10 reviews) | 8.4 (56 reviews) | 8.8 (145 reviews) | 

#### Performance 

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Disaster Recovery** | 8.8 (8 reviews) | 8.6 (62 reviews) | 8.6 (146 reviews) | 
| **Data Concurrency** | 8.9 (9 reviews) | 8.6 (58 reviews) | 8.8 (139 reviews) | 
| **Workload Management** | 8.7 (9 reviews) | 8.5 (56 reviews) | 8.6 (142 reviews) | 
| **Advanced Indexing** | 8.7 (9 reviews) | 8.4 (57 reviews) | 8.8 (141 reviews) | 
| **Query Optimizer** | 8.8 (10 reviews) | 8.4 (57 reviews) | 8.8 (147 reviews) | 

#### Database Features

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Storage** | 8.9 (19 reviews) | 8.7 (306 reviews) | 9.0 (501 reviews) | 
| **Availability** | 8.4 (19 reviews) | 8.8 (309 reviews) | 9.0 (507 reviews) | 
| **Stability** | 8.5 (17 reviews) | 8.8 (309 reviews) | 8.9 (514 reviews) | 
| **Scalability** | 9.0 (18 reviews) | 8.4 (304 reviews) | 8.7 (505 reviews) | 
| **Security** | 9.0 (16 reviews) | 8.8 (302 reviews) | 9.0 (503 reviews) | 
| **Data Manipulation** | 8.7 (17 reviews) | 8.4 (303 reviews) | 8.7 (491 reviews) | 
| **Query Language** | 9.2 (18 reviews) | 8.4 (308 reviews) | 8.9 (497 reviews) | 

### Key Value Databases

| Product | Score | Reviews |
|---|---|---|
| **Cloudera Data Platform** | N/A | N/A |
| **IBM Db2** | N/A | N/A |
| **Oracle Database** | N/A | N/A |

#### Data Management

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Data Model** | Not enough data | Not enough data | Not enough data | 
| **Data Types** | Not enough data | Not enough data | Not enough data | 

#### Availability

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Auto Sharding** | Not enough data | Not enough data | Not enough data | 
| **Auto Recovery** | Not enough data | Not enough data | Not enough data | 
| **Data Replication** | Not enough data | Not enough data | Not enough data | 

#### Performance 

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Integrated Cache** | Feature Not Available | Not enough data | Not enough data | 

#### Security

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Role-Based Authorization** | Not enough data | Not enough data | Not enough data | 
| **Authentication** | Not enough data | Not enough data | Not enough data | 
| **Audit Logs** | Feature Not Available | Not enough data | Not enough data | 
| **Encryption** | Not enough data | Not enough data | Not enough data | 

#### Support

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Multi-Model** | Not enough data | Not enough data | Not enough data | 
| **Operating Systems** | Not enough data | Not enough data | Not enough data | 

### DataOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Cloudera Data Platform** | N/A | N/A |
| **IBM Db2** | N/A | N/A |
| **Oracle Database** | N/A | N/A |

#### Data Management

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Data Integration** | Not enough data | Not enough data | Not enough data | 
| **Metadata** | Not enough data | Not enough data | Not enough data | 
| **Self-service** | Not enough data | Not enough data | Not enough data | 
| **Automated workflows** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - DataOps Platforms

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

#### Analytics

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Analytics capabilities** | Not enough data | Not enough data | Not enough data | 
| **Dasboard visualizations** | Not enough data | Not enough data | Not enough data | 

#### Monitoring and Management

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Data Observability** | Not enough data | Not enough data | Not enough data | 
| **Testing capabilities** | Not enough data | Not enough data | Not enough data | 

#### Cloud Deployment

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Hybrid cloud support** | Not enough data | Not enough data | Not enough data | 
| **Cloud migration capabilities** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

### Data Warehouse Automation

| Product | Score | Reviews |
|---|---|---|
| **Cloudera Data Platform** | N/A | N/A |
| **IBM Db2** | 8.0/10 | 11 |
| **Oracle Database** | N/A | N/A |

#### Automation

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Workflow Automation** | Not enough data | 8.3 (9 reviews) | Not enough data | 
| **Multi-platform support** | Not enough data | 8.1 (9 reviews) | Not enough data | 
| **Data Management** | Not enough data | 8.3 (9 reviews) | Not enough data | 
| **Data Simplicity** | Not enough data | 8.5 (9 reviews) | Not enough data | 

#### Functionality

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Documentation management** | Not enough data | 7.4 (9 reviews) | Not enough data | 
| **Platform support** | Not enough data | 8.1 (9 reviews) | Not enough data | 
| **Template functionality** | Not enough data | 8.0 (9 reviews) | Not enough data | 

#### Administration

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Error Alerts** | Not enough data | 8.3 (8 reviews) | Not enough data | 
| **Service Automation** | Not enough data | 7.7 (8 reviews) | Not enough data | 
| **Workflow management** | Not enough data | 7.7 (8 reviews) | Not enough data | 

#### Agentic AI - Data Warehouse Automation

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 

### Active Metadata Management

| Product | Score | Reviews |
|---|---|---|
| **Cloudera Data Platform** | N/A | N/A |
| **IBM Db2** | N/A | N/A |
| **Oracle Database** | N/A | N/A |

#### Data management

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Metadata Management** | Not enough data | Not enough data | Not enough data | 
| **Automation Features** | Not enough data | Not enough data | Not enough data | 
| **Collaboration** | Not enough data | Not enough data | Not enough data | 
| **Data Lineage** | Not enough data | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | Not enough data | 

#### Reporting

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Intelligent Insights** | Not enough data | Not enough data | Not enough data | 
| **Actionable Insights** | Not enough data | Not enough data | Not enough data | 
| **Dashboards** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

### Database as a Service (DBaaS)

| Product | Score | Reviews |
|---|---|---|
| **Cloudera Data Platform** | N/A | N/A |
| **IBM Db2** | 8.7/10 | 78 |
| **Oracle Database** | 8.7/10 | 97 |

#### Configuration

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Application Performance** | Not enough data | 8.5 (65 reviews) | 8.8 (92 reviews) | 
| **Orchestration** | Not enough data | 8.1 (60 reviews) | 8.3 (87 reviews) | 
| **Database Monitoring** | Not enough data | 8.5 (66 reviews) | 8.6 (90 reviews) | 
| **Anomaly Detection** | Not enough data | 8.3 (61 reviews) | 8.4 (84 reviews) | 
| **Network Security** | Not enough data | 8.6 (62 reviews) | 8.9 (89 reviews) | 

#### Database Administration

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Provisioning** | Not enough data | 8.6 (60 reviews) | 8.5 (85 reviews) | 
| **Governance** | Not enough data | 8.8 (60 reviews) | 8.8 (83 reviews) | 
| **Auditing** | Not enough data | 8.8 (59 reviews) | 8.9 (86 reviews) | 

#### Availability

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Scalability** | Not enough data | 8.9 (63 reviews) | 8.9 (87 reviews) | 
| **Backup** | Not enough data | 9.1 (62 reviews) | 9.0 (90 reviews) | 
| **Archiving** | Not enough data | 8.8 (63 reviews) | 8.8 (83 reviews) | 
| **Indexing** | Not enough data | 8.9 (63 reviews) | 8.7 (84 reviews) | 

#### Security

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Data Masking** | Not enough data | 8.4 (41 reviews) | 8.8 (86 reviews) | 
| **Authentication And Single Sign-On** | Not enough data | 8.8 (42 reviews) | 8.6 (83 reviews) | 
| **Data Anonymization** | Not enough data | 8.8 (41 reviews) | 8.7 (80 reviews) | 

#### Data Management

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Data Replication** | Not enough data | 8.7 (45 reviews) | 8.9 (81 reviews) | 
| **Advanced Data Analytics** | Not enough data | 8.6 (44 reviews) | 8.7 (80 reviews) | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Cloudera Data Platform** | 8.3/10 | 14 |
| **IBM Db2** | N/A | N/A |
| **Oracle Database** | N/A | N/A |

#### Database

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Real-Time Data Collection** | 7.9 (12 reviews) | Not enough data | Not enough data | 
| **Data Distribution** | 8.6 (13 reviews) | Not enough data | Not enough data | 
| **Data Lake** | 8.3 (11 reviews) | Not enough data | Not enough data | 

#### Integrations

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Hadoop Integration** | 8.8 (13 reviews) | Not enough data | Not enough data | 
| **Spark Integration** | 8.3 (11 reviews) | Not enough data | Not enough data | 

#### Platform

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Machine Scaling** | 9.2 (8 reviews) | Not enough data | Not enough data | 
| **Data Preparation** | 7.7 (11 reviews) | Not enough data | Not enough data | 
| **Spark Integration** | 8.3 (11 reviews) | Not enough data | Not enough data | 

#### Processing

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Cloud Processing** | 7.7 (8 reviews) | Not enough data | Not enough data | 
| **Workload Processing** | 7.7 (11 reviews) | Not enough data | Not enough data | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Cloudera Data Platform** | 8.3/10 | 12 |
| **IBM Db2** | N/A | N/A |
| **Oracle Database** | N/A | N/A |

#### Data Transformation

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Real-Time Analytics** | 7.0 (11 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Querying** | 8.6 (7 reviews) ✓ Verified | Not enough data | Not enough data | 

#### Connectivity

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Hadoop Integration** | 8.9 (12 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Spark Integration** | 8.8 (11 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Multi-Source Analysis** | 8.6 (11 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Lake** | 9.0 (10 reviews) ✓ Verified | Not enough data | Not enough data | 

#### Operations

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Data Visualization** | 7.7 (10 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Workflow** | 8.0 (11 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Governed Discovery** | 8.1 (9 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Embedded Analytics** | Feature Not Available | Not enough data | Not enough data | 
| **Notebooks** | 8.7 (5 reviews) ✓ Verified | Not enough data | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Cloudera Data Platform** | 7.6/10 | 24 |
| **IBM Db2** | N/A | N/A |
| **Oracle Database** | N/A | N/A |

#### Building Reports

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Data Transformation** | 8.3 (21 reviews) | Not enough data | Not enough data | 
| **Data Modeling** | 7.7 (21 reviews) | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | 6.7 (9 reviews) | Not enough data | Not enough data | 
| **Integration APIs** | 7.7 (16 reviews) | Not enough data | Not enough data | 

#### Platform

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | Not enough data | 

### NoSQL Databases

| Product | Score | Reviews |
|---|---|---|
| **Cloudera Data Platform** | N/A | N/A |
| **IBM Db2** | 8.7/10 | 366 |
| **Oracle Database** | N/A | N/A |

#### Database Features

| Feature | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Storage** | 8.9 (19 reviews) | 8.7 (306 reviews) | 9.0 (501 reviews) | 
| **Availability** | 8.4 (19 reviews) | 8.8 (309 reviews) | 9.0 (507 reviews) | 
| **Stability** | 8.5 (17 reviews) | 8.8 (309 reviews) | 8.9 (514 reviews) | 
| **Scalability** | 9.0 (18 reviews) | 8.4 (304 reviews) | 8.7 (505 reviews) | 
| **Security** | 9.0 (16 reviews) | 8.8 (302 reviews) | 9.0 (503 reviews) | 
| **Data Manipulation** | 8.7 (17 reviews) | 8.4 (303 reviews) | 8.7 (491 reviews) | 
| **Query Language** | 9.2 (18 reviews) | 8.4 (308 reviews) | 8.9 (497 reviews) | 

---
## Categories
**Shared Categories (1):** [Relational Databases](https://www.g2.com/categories/relational-databases)

**Unique to Cloudera Data Platform (16):** [DataOps Platforms](https://www.g2.com/categories/dataops-platforms), [MLOps Platforms](https://www.g2.com/categories/mlops-platforms), [Data Fabric Software](https://www.g2.com/categories/data-fabric), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution), [ETL Tools](https://www.g2.com/categories/etl-tools), [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse), [Database Management Systems (DBMS)](https://www.g2.com/categories/database-management-systems-dbms), [Key Value Databases](https://www.g2.com/categories/key-value-databases), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools), [Stream Analytics Software](https://www.g2.com/categories/stream-analytics), [Machine Learning Data Catalog Software](https://www.g2.com/categories/machine-learning-data-catalog), [Active Metadata Management Software](https://www.g2.com/categories/active-metadata-management)

**Unique to IBM Db2 (5):** [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse), [Object-Oriented Databases](https://www.g2.com/categories/object-oriented-databases), [XML Databases](https://www.g2.com/categories/xml-databases), [Database as a Service (DBaaS) Providers](https://www.g2.com/categories/database-as-a-service-dbaas), [Data Warehouse Automation Software](https://www.g2.com/categories/data-warehouse-automation)

**Unique to Oracle Database (1):** [Database as a Service (DBaaS) Providers](https://www.g2.com/categories/database-as-a-service-dbaas)


---
## Reviewer Demographics

### By Company Size

| Segment | Cloudera Data Platform | IBM Db2 | Oracle Database | 
|---|---|---|---|
| **Small-Business** | 32.3% | 13.6% | 12.1% | 
| **Mid-Market** | 25.4% | 20.4% | 27.2% | 
| **Enterprise** | 42.3% | 66.0% | 60.7% | 

### By Industry

#### Cloudera Data Platform

- **Information Technology and Services:** 23.1%
- **Computer Software:** 17.7%
- **Banking:** 6.2%
- **Retail:** 6.2%
- **Consulting:** 4.6%
- **Internet:** 4.6%
- **Telecommunications:** 3.8%
- **Financial Services:** 3.1%
- **Health, Wellness and Fitness:** 2.3%
- **Marketing and Advertising:** 2.3%
- **Other:** 26.2%

#### IBM Db2

- **Information Technology and Services:** 21.6%
- **Banking:** 11.7%
- **Computer Software:** 10.1%
- **Financial Services:** 7.2%
- **Insurance:** 5.9%
- **Retail:** 4.7%
- **Hospital & Health Care:** 3.7%
- **Government Administration:** 3.5%
- **Automotive:** 2.2%
- **Transportation/Trucking/Railroad:** 1.8%
- **Other:** 27.6%

#### Oracle Database

- **Information Technology and Services:** 20.3%
- **Computer Software:** 11.3%
- **Financial Services:** 5.5%
- **Banking:** 5.1%
- **Hospital & Health Care:** 4.3%
- **Higher Education:** 3.8%
- **Telecommunications:** 3.7%
- **Government Administration:** 3.5%
- **Accounting:** 2.8%
- **Insurance:** 2.7%
- **Other:** 37.0%

---
## Alternatives

### Alternatives to Cloudera Data Platform

- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (780 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (754 reviews)
- [Teradata Vantage](https://www.g2.com/products/teradata-teradata-vantage/reviews) — 4.3/5 stars (373 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1227 reviews)
- [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) — 4.3/5 stars (402 reviews)
- [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews) — 4.3/5 stars (433 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 reviews)
- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2279 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)
- [Qubole](https://www.g2.com/products/qubole/reviews) — 4.0/5 stars (259 reviews)

### Alternatives to IBM Db2

- [Amazon Relational Database Service (RDS)](https://www.g2.com/products/amazon-relational-database-service-rds/reviews) — 4.5/5 stars (907 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)
- [Teradata Vantage](https://www.g2.com/products/teradata-teradata-vantage/reviews) — 4.3/5 stars (373 reviews)
- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2279 reviews)
- [MySQL](https://www.g2.com/products/mysql/reviews) — 4.4/5 stars (1675 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1227 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (754 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 (402 reviews)
- [Amazon Aurora](https://www.g2.com/products/amazon-aurora/reviews) — 4.5/5 stars (457 reviews)

### Alternatives to Oracle Database

- [Amazon Relational Database Service (RDS)](https://www.g2.com/products/amazon-relational-database-service-rds/reviews) — 4.5/5 stars (907 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)
- [Amazon Aurora](https://www.g2.com/products/amazon-aurora/reviews) — 4.5/5 stars (457 reviews)
- [Azure SQL Database](https://www.g2.com/products/azure-sql-database/reviews) — 4.5/5 stars (241 reviews)
- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2279 reviews)
- [PostgreSQL](https://www.g2.com/products/postgresql/reviews) — 4.4/5 stars (678 reviews)
- [Teradata Vantage](https://www.g2.com/products/teradata-teradata-vantage/reviews) — 4.3/5 stars (373 reviews)
- [SQLite](https://www.g2.com/products/sqlite/reviews) — 4.3/5 stars (260 reviews)
- [MariaDB](https://www.g2.com/products/mariadb/reviews) — 4.4/5 stars (226 reviews)
- [Google Cloud Spanner](https://www.g2.com/products/google-cloud-spanner/reviews) — 4.2/5 stars (36 reviews)

---
## Top Discussions

### Cloudera Data Platform

- Title: [What is Cloudera used for?](https://www.g2.com/discussions/what-is-cloudera-used-for) — 1 comment
  > **Top comment:** "Cloudera supports distributed processing using Apache Spark, Hive, and YARN, enabling fast processing of very large datasets.
Use cases

Batch processing..."
- Title: [Is cloudera a relational database?](https://www.g2.com/discussions/is-cloudera-a-relational-database) — 1 comment
  > **Top comment:** "Yes, it is"

### IBM Db2

- Title: [Where can I find answers to other questions I may have?](https://www.g2.com/discussions/faqs-6eb88878-1fbd-4fb6-aea7-4134624eebc7) — 2 comments, 1 upvote *(includes official response)*
  > **Top comment:** "Please visit: https://developer.ibm.com/answers/questions/436870/common-questions-about-the-db2-on-cloud-free-plan/"
- Title: [What is IBM Db2 used for?](https://www.g2.com/discussions/what-is-ibm-db2-used-for) — 1 comment
  > **Top comment:** "It is a name of the database which is used in IBM I system."
- Title: [What does Ibm Dashdb do?](https://www.g2.com/discussions/what-does-ibm-dashdb-do) — 1 comment
  > **Top comment:** "IBM dashDB is a fully managed in-memory cloud data warehousing service for developers, database administrators, business analysts, data scientists and more."
- Title: [What is IBM doing to facilitate connections with Db2 and cloud platforms of their own?](https://www.g2.com/discussions/what-is-ibm-doing-to-facilitate-connections-with-db2-and-cloud-platforms-of-their-own) — 1 comment, 1 upvote
  > **Top comment:** "IBM is changing the SQL model internal to the DB2 platform, allowing all databases that utilize query tools like Python, SQL, etc. to utilize ALL commands..."
- Title: [Which tool do you use for deep monitoring of IBM DB2 databases (instances) ?](https://www.g2.com/discussions/which-tool-do-you-use-for-deep-monitoring-of-ibm-db2-databases-instances) — 1 comment, 1 upvote
  > **Top comment:** "Maxim, we have a dedicated management console that comes free with Db2. It was called Data Server Manager in the past, now we call it the Unified Management..."

### Oracle Database

- Title: [What is Oracle Database used for?](https://www.g2.com/discussions/what-is-oracle-database-used-for) — 2 comments, 1 upvote
  > **Top comment:** "Oracle Database is a relational database management system (RDBMS) that is widely used in the industry for managing and storing large volumes of data. It..."
- Title: [What is Oracle View and advantages?](https://www.g2.com/discussions/what-is-oracle-view-and-advantages) — 1 comment
  > **Top comment:** " A "view" is a virtual table derived from one or more existing tables or views in the database. It does not store the data itself but provides an alternative..."
- Title: [What are the advantages of Oracle?](https://www.g2.com/discussions/what-are-the-advantages-of-oracle) — 1 comment
  > **Top comment:** "Deploy anywhere,Easy access to analytics,Expedite application development,Automation to save time,Enhanced security,Scaling without assistance."
- Title: [What is the solution for extracting pdf data stored in DB in clob format](https://www.g2.com/discussions/what-is-the-solution-for-extracting-pdf-data-stored-in-db-in-clob-format) — 1 comment, 2 upvotes
  > **Top comment:** "try APEX"
- Title: [Why oracles was not up the mark in mobile arena.](https://www.g2.com/discussions/why-oracles-was-not-up-the-mark-in-mobile-arena) — 1 comment, 1 upvote
  > **Top comment:** "All Oracle products have mobile versions.
For development, try APEX."

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**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/cloudera-cloudera-data-platform-vs-ibm-db2-vs-oracle-database)