# Aerospike vs Cloudera Data Platform Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Cloudera Data Platform excels in collaboration and reliability, with users highlighting its ability to automate workflows and provide robust analytics for both historical and streaming data processing. This makes it a strong choice for teams looking to manage data pipelines effectively.
- **Users say** Aerospike stands out for its speed and efficiency, with many praising its high availability and low latency storage capabilities. Reviewers appreciate how easy it is to maintain, making it a solid option for organizations that prioritize performance in their database solutions.
- **According to verified reviews** , Cloudera Data Platform offers a comprehensive environment for data engineering, integrating seamlessly with tools like Apache Spark and Airflow. This integration is particularly beneficial for users focused on batch processing and scheduling, enhancing their overall data management experience.
- **Reviewers mention** that Aerospike's quick data refresh rates and short loading times contribute to a smooth user experience, which is crucial for applications requiring real-time data access. This feature is especially appealing for businesses that rely on immediate data insights.
- **G2 reviewers highlight** that while Cloudera Data Platform has a slightly lower overall satisfaction score, it still provides a solid user experience with a focus on enterprise needs. However, some users have noted challenges in matching specific workflow requirements, indicating room for improvement in customization.
- **Users report** that Aerospike's strong performance in mid-market segments is complemented by its high-quality support, which has received positive feedback for being responsive and helpful. This can be a deciding factor for organizations that value ongoing assistance and partnership in their database management journey.



| | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.1 out of 5 | 
| **Total Reviews** | 83 | 136 | 
| **Largest Market Segment** | Mid-Market (45.0% of reviews) | Enterprise (42.3% of reviews) | 
| **Entry Level Price** | Contact Aerospike for Pricing | No pricing available | 

---
## Top Pros & Cons

### Aerospike

**Not enough data**

### Cloudera Data Platform

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

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

---
## Ratings Comparison
| Rating | Aerospike | Cloudera Data Platform | 
|---|---|---|
  | **Meets Requirements** | 8.7 (71 reviews) | 8.6 (117 reviews) | 
  | **Ease of Use** | 8.5 (71 reviews) | 8.3 (119 reviews) | 
  | **Ease of Setup** | 8.6 (42 reviews) | 8.1 (60 reviews) | 
  | **Ease of Admin** | 8.3 (41 reviews) | 7.9 (59 reviews) | 
  | **Quality of Support** | 8.9 (66 reviews) | 8.0 (108 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.2 (39 reviews) | 8.4 (56 reviews) | 
  | **Product Direction (% positive)** | 9.1 (65 reviews) | 8.4 (118 reviews) | 

---
## Pricing

### Aerospike

#### Entry-Level Pricing

Plan: Enterprise Edition

Price: Contact Aerospike for Pricing

Description: The Aerospike Enterprise Edition comes with access to 24×7×365 production support and Aerospike experts, tested deployment planning, performance health checks, and tune-ups. Aerospike Enterprise Edition customers also receive tested and certified binaries as well as hot patches to ensure non-stop operations. In addition, the Enterprise Edition comes with a series of enterprise-class features such as Cross Datacenter Replication™ (XDR), Fast Restart, Rapid Rebalance, and Security.

Key Features:
- Strong Consistency
- Cross Datacenter Replication (XDR)
- Multi-Tiered Storage Engine

[Browse all 2 editions](https://www.g2.com/products/aerospike/pricing)

#### Free Trial

Yes

### Cloudera Data Platform

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Aerospike** | N/A | N/A |
| **Cloudera Data Platform** | 6.6/10 | 33 |

#### Reports

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

#### Data Preparation

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Connectors** | Not enough data | Not enough data | 
| **Data Governance** | Not enough data | Not enough data | 

#### Data Modeling and Blending

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Data Querying** | Not enough data | Not enough data | 
| **Data Filtering** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

#### Agentic AI - Analytics Platforms

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

#### Deployment & Integration - Analytics Platforms

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

#### Performance & Scalability - Analytics Platforms

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

### Machine Learning Data Catalog

| Product | Score | Reviews |
|---|---|---|
| **Aerospike** | N/A | N/A |
| **Cloudera Data Platform** | 8.9/10 | 10 |

#### Data Governance

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

#### Data Preparation

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

#### Collaboration

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

#### Artificial Intelligence

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

#### Generative AI

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

#### Agentic AI - Machine Learning Data Catalog

| Feature | Aerospike | Cloudera Data 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 | 
| **Decision Making** | Not enough data | Not enough data | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **Aerospike** | N/A | N/A |
| **Cloudera Data Platform** | N/A | N/A |

#### Administration

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Data Modelling** | Not enough data | Not enough data | 
| **Recommendations** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Dashboards and Visualizations** | Not enough data | Not enough data | 

#### Management

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Business Glossary** | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | 
| **Data Profililng** | Not enough data | Not enough data | 
| **Reporting and Visualization** | Not enough data | Not enough data | 
| **Data Lineage** | Not enough data | Not enough data | 

#### Compliance

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Sensitive Data Compliance** | Not enough data | Not enough data | 
| **Training and Guidelines** | Not enough data | Not enough data | 
| **Policy Enforcement** | Not enough data | Not enough data | 
| **Compliance Monitoring** | Not enough data | Not enough data | 

#### Security

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Access Control** | Not enough data | Not enough data | 
| **Roles Management** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 

#### Data Quality

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Data Preparation** | Not enough data | Not enough data | 
| **Data Distribution** | Not enough data | Not enough data | 
| **Data Unification** | Not enough data | Not enough data | 

#### Maintainence

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Data Quality Management** | Not enough data | Not enough data | 
| **Policy Management** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

#### Agentic AI - Data Governance

| Feature | Aerospike | Cloudera Data 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 | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Aerospike** | N/A | N/A |
| **Cloudera Data Platform** | N/A | N/A |

#### Management

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Reporting** | Not enough data | Not enough data | 
| **Auditing** | Not enough data | Not enough data | 

#### Functionality

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Extraction** | Not enough data | Not enough data | 
| **Transformation** | Not enough data | Not enough data | 
| **Loading** | Not enough data | Not enough data | 
| **Automation** | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | 

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Aerospike** | N/A | N/A |
| **Cloudera Data Platform** | N/A | N/A |

#### Deployment

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Language Flexibility** | Not enough data | Not enough data | 
| **Framework Flexibility** | Not enough data | Not enough data | 
| **Versioning** | Not enough data | Not enough data | 
| **Ease of Deployment** | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | 

#### Deployment

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Language Flexibility** | Not enough data | Not enough data | 
| **Framework Flexibility** | Not enough data | Not enough data | 
| **Versioning** | Not enough data | Not enough data | 
| **Ease of Deployment** | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | 

#### Management

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Cataloging** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Governing** | Not enough data | Not enough data | 
| **Model Registry** | Not enough data | Not enough data | 

#### Operations

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Metrics** | Not enough data | Not enough data | 
| **Infrastructure management** | Not enough data | Not enough data | 
| **Collaboration** | Not enough data | Not enough data | 

#### Management

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Cataloging** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Governing** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Aerospike** | N/A | N/A |
| **Cloudera Data Platform** | 9.5/10 | 16 |

#### System

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | 9.7 (15 reviews) | 

#### Model Development

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

#### Model Development

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Feature Engineering** | Not enough data | 9.4 (14 reviews) | 

#### Machine/Deep Learning Services

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

#### Machine/Deep Learning Services

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

#### Deployment

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

#### Generative AI

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

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

| Feature | Aerospike | Cloudera Data 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 | 

### Data Fabric

| Product | Score | Reviews |
|---|---|---|
| **Aerospike** | N/A | N/A |
| **Cloudera Data Platform** | 6.9/10 | 6 |

#### Data Management

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

#### Analytics

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Data Analytics** | Not enough data | 6.4 (6 reviews) | 

#### Security

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

#### Generative AI

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

#### Agentic AI - Data Fabric

| Feature | Aerospike | Cloudera Data 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 | 
| **Decision Making** | Not enough data | Not enough data | 

### Data Warehouse

| Product | Score | Reviews |
|---|---|---|
| **Aerospike** | N/A | N/A |
| **Cloudera Data Platform** | 8.8/10 | 16 |

#### Data Management

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Data Integration** | Not enough data | 9.0 (15 reviews) ✓ Verified | 
| **Data Compression** | Not enough data | 8.5 (14 reviews) ✓ Verified | 
| **Data Quality** | Not enough data | 8.9 (14 reviews) ✓ Verified | 
| **Built-In Data Analytics** | Not enough data | 8.7 (13 reviews) ✓ Verified | 
| **In-Database Machine Learning** | Not enough data | 8.5 (14 reviews) ✓ Verified | 
| **Data Lake Analytics** | Not enough data | 8.9 (14 reviews) ✓ Verified | 

#### Integration

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **AI/ ML Integration** | Not enough data | 8.7 (13 reviews) ✓ Verified | 
| **BI Tool Integration** | Not enough data | 8.3 (13 reviews) ✓ Verified | 
| **Data lake Integration** | Not enough data | 9.2 (13 reviews) ✓ Verified | 

#### Deployment

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **On-Premise** | Not enough data | 9.3 (14 reviews) ✓ Verified | 
| **Cloud** | Not enough data | 8.9 (14 reviews) ✓ Verified | 

#### Performance 

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Scalability** | Not enough data | 9.2 (14 reviews) ✓ Verified | 

#### Security

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Data Governance** | Not enough data | 8.8 (13 reviews) ✓ Verified | 
| **Data Security** | Not enough data | 9.0 (14 reviews) ✓ Verified | 

#### Generative AI

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **AI Text Generation** | Not enough data | 8.8 (10 reviews) | 
| **AI Text Summarization** | Not enough data | 8.5 (10 reviews) | 

### Database Management Systems (DBMS)

| Product | Score | Reviews |
|---|---|---|
| **Aerospike** | N/A | N/A |
| **Cloudera Data Platform** | N/A | N/A |

#### Management

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **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 | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **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 | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Data Encryption** | Not enough data | Not enough data | 
| **User Access Control** | Not enough data | Not enough data | 

### Relational Databases

| Product | Score | Reviews |
|---|---|---|
| **Aerospike** | N/A | N/A |
| **Cloudera Data Platform** | 8.8/10 | 20 |

#### Management 

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Data Schema** | Not enough data | 8.8 (11 reviews) | 
| **Query Language** | Not enough data | 9.4 (11 reviews) | 
| **ACID - Complaint** | Not enough data | 9.4 (8 reviews) | 
| **Data Replication** | Not enough data | 9.4 (9 reviews) | 

#### Support 

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Text Search** | Not enough data | 8.0 (11 reviews) | 
| **Data Types** | Not enough data | 8.5 (11 reviews) | 
| **Languages** | Not enough data | 8.7 (10 reviews) | 
| **Operating Systems** | Not enough data | 8.0 (10 reviews) | 

#### Security

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Database Locking** | Not enough data | 9.0 (10 reviews) | 
| **Access Control** | Not enough data | 9.2 (10 reviews) | 
| **Encryption** | Not enough data | 8.7 (9 reviews) | 
| **Authentication** | Not enough data | 9.0 (10 reviews) | 

#### Performance 

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Disaster Recovery** | Not enough data | 8.8 (8 reviews) | 
| **Data Concurrency** | Not enough data | 8.9 (9 reviews) | 
| **Workload Management** | Not enough data | 8.7 (9 reviews) | 
| **Advanced Indexing** | Not enough data | 8.7 (9 reviews) | 
| **Query Optimizer** | Not enough data | 8.8 (10 reviews) | 

#### Database Features

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Storage** | Not enough data | 8.9 (19 reviews) | 
| **Availability** | Not enough data | 8.4 (19 reviews) | 
| **Stability** | Not enough data | 8.5 (17 reviews) | 
| **Scalability** | Not enough data | 9.0 (18 reviews) | 
| **Security** | Not enough data | 9.0 (16 reviews) | 
| **Data Manipulation** | Not enough data | 8.7 (17 reviews) | 
| **Query Language** | Not enough data | 9.2 (18 reviews) | 

### Key Value Databases

| Product | Score | Reviews |
|---|---|---|
| **Aerospike** | 8.6/10 | 9 |
| **Cloudera Data Platform** | N/A | N/A |

#### Data Management

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Data Model** | 9.1 (9 reviews) ✓ Verified | Not enough data | 
| **Data Types** | 9.2 (8 reviews) ✓ Verified | Not enough data | 

#### Availability

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Auto Sharding** | 9.2 (8 reviews) ✓ Verified | Not enough data | 
| **Auto Recovery** | 9.0 (7 reviews) ✓ Verified | Not enough data | 
| **Data Replication** | 9.3 (9 reviews) ✓ Verified | Not enough data | 

#### Performance 

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Integrated Cache** | 9.0 (8 reviews) ✓ Verified | Feature Not Available | 

#### Security

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Role-Based Authorization** | 8.0 (5 reviews) ✓ Verified | Not enough data | 
| **Authentication** | 8.1 (7 reviews) ✓ Verified | Not enough data | 
| **Audit Logs** | 7.3 (5 reviews) ✓ Verified | Feature Not Available | 
| **Encryption** | 8.0 (5 reviews) ✓ Verified | Not enough data | 

#### Support

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Multi-Model** | 9.2 (6 reviews) ✓ Verified | Not enough data | 
| **Operating Systems** | 8.3 (7 reviews) ✓ Verified | Not enough data | 

### Document Databases

| Product | Score | Reviews |
|---|---|---|
| **Aerospike** | N/A | N/A |
| **Cloudera Data Platform** | N/A | N/A |

#### Data Management

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Data Model** | Not enough data | Not enough data | 
| **Data Types** | Not enough data | Not enough data | 
| **Built - In Search** | Not enough data | Not enough data | 
| **Event Triggers** | Not enough data | Not enough data | 

#### Availability

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Auto Sharding** | Not enough data | Not enough data | 
| **Auto Recovery** | Not enough data | Not enough data | 
| **Data Replication** | Not enough data | Not enough data | 

#### Performance

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Query Optimization** | Not enough data | Not enough data | 

#### Security

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Role-Based Authorization** | Not enough data | Not enough data | 
| **Authentication** | Not enough data | Not enough data | 
| **Audit Logs** | Not enough data | Not enough data | 
| **Encryption** | Not enough data | Not enough data | 

#### Support

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Multi-Model** | Not enough data | Not enough data | 
| **Operating Systems** | Not enough data | Not enough data | 
| **BI Connectors** | Not enough data | Not enough data | 

### Graph Databases

| Product | Score | Reviews |
|---|---|---|
| **Aerospike** | N/A | N/A |
| **Cloudera Data Platform** | N/A | N/A |

#### Data Management

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Data Model** | Not enough data | Not enough data | 
| **Data Types** | Not enough data | Not enough data | 
| **Built - In Search** | Not enough data | Not enough data | 
| **Event Triggers** | Not enough data | Not enough data | 
| **Query Language** | Not enough data | Not enough data | 

#### Availability

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Auto Sharding** | Not enough data | Not enough data | 
| **Auto Recovery** | Not enough data | Not enough data | 

#### Performance

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Query Optimization** | Not enough data | Not enough data | 

#### Security

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Role-Based Authorization** | Not enough data | Not enough data | 
| **Authentication** | Not enough data | Not enough data | 
| **Audit Logs** | Not enough data | Not enough data | 
| **Encryption** | Not enough data | Not enough data | 

#### Support

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Multi-Model** | Not enough data | Not enough data | 
| **BI Connectors** | Not enough data | Not enough data | 
| **Operating Systems** | Not enough data | Not enough data | 

### DataOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Aerospike** | N/A | N/A |
| **Cloudera Data Platform** | N/A | N/A |

#### Data Management

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Data Integration** | Not enough data | Not enough data | 
| **Metadata** | Not enough data | Not enough data | 
| **Self-service** | Not enough data | Not enough data | 
| **Automated workflows** | Not enough data | Not enough data | 

#### Agentic AI - DataOps Platforms

| Feature | Aerospike | Cloudera Data 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 | 
| **Decision Making** | Not enough data | Not enough data | 

#### Analytics

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Analytics capabilities** | Not enough data | Not enough data | 
| **Dasboard visualizations** | Not enough data | Not enough data | 

#### Monitoring and Management

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Data Observability** | Not enough data | Not enough data | 
| **Testing capabilities** | Not enough data | Not enough data | 

#### Cloud Deployment

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Hybrid cloud support** | Not enough data | Not enough data | 
| **Cloud migration capabilities** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

### Active Metadata Management

| Product | Score | Reviews |
|---|---|---|
| **Aerospike** | N/A | N/A |
| **Cloudera Data Platform** | N/A | N/A |

#### Data management

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Metadata Management** | Not enough data | Not enough data | 
| **Automation Features** | Not enough data | Not enough data | 
| **Collaboration** | Not enough data | Not enough data | 
| **Data Lineage** | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | 

#### Reporting

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Intelligent Insights** | Not enough data | Not enough data | 
| **Actionable Insights** | Not enough data | Not enough data | 
| **Dashboards** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

### Real-time Analytic Database

| Product | Score | Reviews |
|---|---|---|
| **Aerospike** | N/A | N/A |
| **Cloudera Data Platform** | N/A | N/A |

#### Query latency

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Lower query latency** | Not enough data | Not enough data | 
| **Continuous queries** | Not enough data | Not enough data | 

#### Data latency

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Lower data latency** | Not enough data | Not enough data | 
| **Data pipeline performance** | Not enough data | Not enough data | 

#### Connectors

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Faster ingestion** | Not enough data | Not enough data | 
| **Built-in connectors** | Not enough data | Not enough data | 

#### Scale

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Linearly scalable database** | Not enough data | Not enough data | 
| **Storage management** | Not enough data | Not enough data | 

#### Architecture

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Data security** | Not enough data | Not enough data | 
| **Lockless architecture** | Not enough data | Not enough data | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Aerospike** | N/A | N/A |
| **Cloudera Data Platform** | 8.3/10 | 14 |

#### Database

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

#### Integrations

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

#### Platform

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

#### Processing

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Cloud Processing** | Not enough data | 7.7 (8 reviews) | 
| **Workload Processing** | Not enough data | 7.7 (11 reviews) | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Aerospike** | N/A | N/A |
| **Cloudera Data Platform** | 8.3/10 | 12 |

#### Data Transformation

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

#### Connectivity

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

#### Operations

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

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Aerospike** | N/A | N/A |
| **Cloudera Data Platform** | 7.6/10 | 24 |

#### Building Reports

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

#### Platform

| Feature | Aerospike | Cloudera Data 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 | 

### NoSQL Databases

| Product | Score | Reviews |
|---|---|---|
| **Aerospike** | N/A | N/A |
| **Cloudera Data Platform** | N/A | N/A |

#### Database Features

| Feature | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Storage** | Not enough data | 8.9 (19 reviews) | 
| **Availability** | Not enough data | 8.4 (19 reviews) | 
| **Stability** | Not enough data | 8.5 (17 reviews) | 
| **Scalability** | Not enough data | 9.0 (18 reviews) | 
| **Security** | Not enough data | 9.0 (16 reviews) | 
| **Data Manipulation** | Not enough data | 8.7 (17 reviews) | 
| **Query Language** | Not enough data | 9.2 (18 reviews) | 

---
## Categories
**Shared Categories (3):** [Key Value Databases](https://www.g2.com/categories/key-value-databases), [Database Management Systems (DBMS)](https://www.g2.com/categories/database-management-systems-dbms), [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution)

**Unique to Aerospike (4):** [Real-time Analytic Database Software](https://www.g2.com/categories/real-time-analytic-database), [Document Databases](https://www.g2.com/categories/document-databases), [Graph Databases](https://www.g2.com/categories/graph-databases), [Time Series Databases](https://www.g2.com/categories/time-series-databases)

**Unique to Cloudera Data Platform (14):** [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse), [DataOps Platforms](https://www.g2.com/categories/dataops-platforms), [Stream Analytics Software](https://www.g2.com/categories/stream-analytics), [Data Fabric Software](https://www.g2.com/categories/data-fabric), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools), [MLOps Platforms](https://www.g2.com/categories/mlops-platforms), [Machine Learning Data Catalog Software](https://www.g2.com/categories/machine-learning-data-catalog), [ETL Tools](https://www.g2.com/categories/etl-tools), [Active Metadata Management Software](https://www.g2.com/categories/active-metadata-management), [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), [Relational Databases](https://www.g2.com/categories/relational-databases)


---
## Reviewer Demographics

### By Company Size

| Segment | Aerospike | Cloudera Data Platform | 
|---|---|---|
| **Small-Business** | 21.3% | 32.3% | 
| **Mid-Market** | 45.0% | 25.4% | 
| **Enterprise** | 33.8% | 42.3% | 

### By Industry

#### Aerospike

- **Marketing and Advertising:** 18.8%
- **Information Technology and Services:** 18.8%
- **Computer Software:** 17.5%
- **Internet:** 12.5%
- **Financial Services:** 10.0%
- **Entertainment:** 5.0%
- **Banking:** 3.8%
- **Telecommunications:** 2.5%
- **Hospital & Health Care:** 1.3%
- **Health, Wellness and Fitness:** 1.3%
- **Other:** 8.8%

#### 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%

---
## Alternatives

### Alternatives to Aerospike

- [Redis Software](https://www.g2.com/products/redis-software/reviews) — 4.5/5 stars (134 reviews)
- [Couchbase](https://www.g2.com/products/couchbase/reviews) — 4.3/5 stars (150 reviews)
- [Amazon DynamoDB](https://www.g2.com/products/amazon-web-services-aws-amazon-dynamodb/reviews) — 4.4/5 stars (530 reviews)
- [ScyllaDB](https://www.g2.com/products/scylladb/reviews) — 4.5/5 stars (427 reviews)
- [MongoDB](https://www.g2.com/products/mongodb/reviews) — 4.5/5 stars (558 reviews)
- [Arango](https://www.g2.com/products/arango/reviews) — 4.6/5 stars (115 reviews)
- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2283 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (801 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (756 reviews)
- [MongoDB Atlas](https://www.g2.com/products/mongodb-atlas/reviews) — 4.5/5 stars (371 reviews)

### Alternatives to Cloudera Data Platform

- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (801 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (756 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 (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 (816 reviews)
- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2283 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)
- [IBM Db2](https://www.g2.com/products/ibm-db2/reviews) — 4.1/5 stars (682 reviews)

---
## Top Discussions

### Aerospike

- Title: [Why should I consider using Aerospike Enterprise Edition versus the Open Source Aerospike Community Edition?](https://www.g2.com/discussions/benefits-of-aerospike-enterprise-edition) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "The Aerospike Enterprise Edition comes with access to 24×7×365 production support and Aerospike experts, tested deployment planning, performance health..."

### 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"

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