# Amazon Relational Database Service (RDS), Zoho Creator vs Snowflake Comparison

| | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.3 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 908 | 164 | 754 | 
| **Largest Market Segment** | Mid-Market (37.6% of reviews) | Small-Business (46.8% of reviews) | Mid-Market (44.7% of reviews) | 
| **Entry Level Price** | No pricing available | $8.00 1 User/Month (Billed Annually) | $2 Compute/Hour | 

---
## Top Pros & Cons

### Amazon Relational Database Service (RDS)

Pros:
- Ease of Use (15 reviews)
- Scalability (13 reviews)

Cons:
- Expensive (18 reviews)
- Complexity (7 reviews)

### Zoho Creator

Pros:
- Ease of Use (14 reviews)
- Features (10 reviews)

Cons:
- Limited Customization (6 reviews)
- Insufficient Guidance (4 reviews)

### Snowflake

Pros:
- Ease of Use (183 reviews)
- Features (118 reviews)

Cons:
- Expensive (91 reviews)
- Feature Limitations (54 reviews)

---
## Ratings Comparison
| Rating | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
  | **Meets Requirements** | 9.0 (745 reviews) | 8.6 (143 reviews) | 9.1 (578 reviews) | 
  | **Ease of Use** | 8.8 (753 reviews) | 8.5 (142 reviews) | 9.0 (616 reviews) | 
  | **Ease of Setup** | 8.9 (529 reviews) | 8.6 (85 reviews) | 9.0 (400 reviews) | 
  | **Ease of Admin** | 8.7 (436 reviews) | 8.7 (82 reviews) | 8.7 (213 reviews) | 
  | **Quality of Support** | 8.6 (717 reviews) | 8.1 (138 reviews) | 8.7 (531 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.8 (424 reviews) | 8.7 (81 reviews) | 9.0 (215 reviews) | 
  | **Product Direction (% positive)** | 9.5 (705 reviews) | 8.1 (141 reviews) | 9.3 (547 reviews) | 

---
## Pricing

### Amazon Relational Database Service (RDS)

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Zoho Creator

#### Entry-Level Pricing

Plan: STANDARD

Price: $8.00 1 User/Month (Billed Annually)

Key Features:
- 1 Application
- Basic building blocks - forms, reports, pages
- Multi-experience deployment - web/mobile/tablet

[Browse all 3 editions](https://www.g2.com/products/zoho-creator/pricing)

#### Free Trial

Yes

### Snowflake

#### Entry-Level Pricing

Plan: Standard

Price: $2 Compute/Hour

Description: Compute usage is billed on a per-second basis, with a minimum of 60 seconds. You can secure price discounts with pre-purchased Snowflake capacity options. 

Key Features:
- Complete SQL Data Warehouse
- Secure Data Sharing across regions / clouds
- Premier Support 24 x 365

[Browse all 4 editions](https://www.g2.com/products/snowflake/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **Amazon Relational Database Service (RDS)** | N/A | N/A |
| **Zoho Creator** | N/A | N/A |
| **Snowflake** | N/A | N/A |

#### Administration

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **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 | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **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 | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **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 | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **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 | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **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 | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **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 | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **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 | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **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 | 

### Workplace Innovation Platforms

| Product | Score | Reviews |
|---|---|---|
| **Amazon Relational Database Service (RDS)** | N/A | N/A |
| **Zoho Creator** | 9.0/10 | 21 |
| **Snowflake** | N/A | N/A |

#### Administration

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Application Deployment** | Not enough data | 8.6 (17 reviews) ✓ Verified | Not enough data | 
| **Native Deployment** | Not enough data | 8.9 (16 reviews) ✓ Verified | Not enough data | 
| **Data Security** | Not enough data | 8.9 (17 reviews) ✓ Verified | Not enough data | 
| **Access Control** | Not enough data | 9.0 (17 reviews) ✓ Verified | Not enough data | 
| **Scalability** | Not enough data | 9.0 (16 reviews) ✓ Verified | Not enough data | 
| **Lifecycle Management** | Not enough data | 8.9 (15 reviews) ✓ Verified | Not enough data | 

#### Automation

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Workflow Automation** | Not enough data | 9.4 (16 reviews) | Not enough data | 
| **Workflow Mapping** | Not enough data | 9.0 (15 reviews) | Not enough data | 
| **Real-Time Updates** | Not enough data | 9.0 (16 reviews) ✓ Verified | Not enough data | 

#### Development

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Application Templates** | Not enough data | 9.0 (17 reviews) ✓ Verified | Not enough data | 
| **UI Code Extending** | Not enough data | 8.0 (16 reviews) ✓ Verified | Not enough data | 
| **WYSIWYG Editor** | Not enough data | 9.4 (16 reviews) ✓ Verified | Not enough data | 
| **Collaborative Development** | Not enough data | 9.3 (15 reviews) ✓ Verified | Not enough data | 

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Amazon Relational Database Service (RDS)** | N/A | N/A |
| **Zoho Creator** | N/A | N/A |
| **Snowflake** | 9.2/10 | 14 |

#### Deployment

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Language Flexibility** | Not enough data | Not enough data | 9.2 (13 reviews) | 
| **Framework Flexibility** | Not enough data | Not enough data | 9.0 (13 reviews) | 
| **Versioning** | Not enough data | Not enough data | 9.1 (13 reviews) | 
| **Ease of Deployment** | Not enough data | Not enough data | 9.4 (13 reviews) | 
| **Scalability** | Not enough data | Not enough data | 9.4 (13 reviews) | 

#### Deployment

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Language Flexibility** | Not enough data | Not enough data | 9.4 (11 reviews) | 
| **Framework Flexibility** | Not enough data | Not enough data | 9.5 (11 reviews) | 
| **Versioning** | Not enough data | Not enough data | 9.5 (11 reviews) | 
| **Ease of Deployment** | Not enough data | Not enough data | 9.5 (11 reviews) | 
| **Scalability** | Not enough data | Not enough data | 9.4 (11 reviews) | 

#### Management

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Cataloging** | Not enough data | Not enough data | 9.0 (13 reviews) | 
| **Monitoring** | Not enough data | Not enough data | 9.0 (12 reviews) | 
| **Governing** | Not enough data | Not enough data | 9.2 (13 reviews) | 
| **Model Registry** | Not enough data | Not enough data | 9.1 (13 reviews) | 

#### Operations

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Metrics** | Not enough data | Not enough data | 8.9 (11 reviews) | 
| **Infrastructure management** | Not enough data | Not enough data | 8.9 (11 reviews) | 
| **Collaboration** | Not enough data | Not enough data | 9.5 (11 reviews) | 

#### Management

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Cataloging** | Not enough data | Not enough data | 9.2 (11 reviews) | 
| **Monitoring** | Not enough data | Not enough data | 9.3 (10 reviews) | 
| **Governing** | Not enough data | Not enough data | 8.8 (11 reviews) | 

#### Generative AI

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 8.6 (11 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | 8.5 (11 reviews) | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Amazon Relational Database Service (RDS)** | N/A | N/A |
| **Zoho Creator** | N/A | N/A |
| **Snowflake** | 8.7/10 | 39 |

#### System

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | Not enough data | 9.2 (30 reviews) | 

#### Model Development

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Language Support** | Not enough data | Not enough data | 9.2 (32 reviews) | 
| **Drag and Drop** | Not enough data | Not enough data | 8.6 (29 reviews) | 
| **Pre-Built Algorithms** | Not enough data | Not enough data | 8.3 (30 reviews) | 
| **Model Training** | Not enough data | Not enough data | 8.8 (31 reviews) | 

#### Model Development

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Feature Engineering** | Not enough data | Not enough data | 8.8 (29 reviews) | 

#### Machine/Deep Learning Services

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Computer Vision** | Not enough data | Not enough data | 8.6 (29 reviews) | 
| **Natural Language Processing** | Not enough data | Not enough data | 8.7 (31 reviews) | 
| **Natural Language Generation** | Not enough data | Not enough data | 8.4 (29 reviews) | 
| **Artificial Neural Networks** | Not enough data | Not enough data | 8.4 (28 reviews) | 

#### Machine/Deep Learning Services

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Natural Language Understanding** | Not enough data | Not enough data | 8.6 (29 reviews) | 
| **Deep Learning** | Not enough data | Not enough data | 8.6 (26 reviews) | 

#### Deployment

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Managed Service** | Not enough data | Not enough data | 9.2 (33 reviews) | 
| **Application** | Not enough data | Not enough data | 9.0 (29 reviews) | 
| **Scalability** | Not enough data | Not enough data | 9.2 (31 reviews) | 

#### Generative AI

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 8.6 (28 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | 8.5 (27 reviews) | 
| **AI Text-to-Image** | Not enough data | Not enough data | 8.5 (26 reviews) | 

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

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 8.4 (15 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | 8.4 (15 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 8.5 (14 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 8.6 (14 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 8.4 (15 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 8.4 (15 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 8.4 (15 reviews) | 

### Data Warehouse

| Product | Score | Reviews |
|---|---|---|
| **Amazon Relational Database Service (RDS)** | N/A | N/A |
| **Zoho Creator** | N/A | N/A |
| **Snowflake** | 8.8/10 | 287 |

#### Data Management

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Data Integration** | Not enough data | Not enough data | 9.1 (218 reviews) ✓ Verified | 
| **Data Compression** | Not enough data | Not enough data | 8.9 (180 reviews) ✓ Verified | 
| **Data Quality** | Not enough data | Not enough data | 9.1 (192 reviews) ✓ Verified | 
| **Built-In Data Analytics** | Not enough data | Not enough data | 8.4 (189 reviews) ✓ Verified | 
| **In-Database Machine Learning** | Not enough data | Not enough data | 8.2 (168 reviews) ✓ Verified | 
| **Data Lake Analytics** | Not enough data | Not enough data | 8.7 (168 reviews) ✓ Verified | 

#### Integration

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **AI/ ML Integration** | Not enough data | Not enough data | 8.4 (168 reviews) ✓ Verified | 
| **BI Tool Integration** | Not enough data | Not enough data | 9.1 (205 reviews) ✓ Verified | 
| **Data lake Integration** | Not enough data | Not enough data | 8.9 (172 reviews) ✓ Verified | 

#### Deployment

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **On-Premise** | Not enough data | Not enough data | 7.8 (147 reviews) ✓ Verified | 
| **Cloud** | Not enough data | Not enough data | 9.3 (212 reviews) ✓ Verified | 

#### Performance 

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Scalability** | Not enough data | Not enough data | 9.4 (226 reviews) ✓ Verified | 

#### Security

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Data Governance** | Not enough data | Not enough data | 8.9 (194 reviews) ✓ Verified | 
| **Data Security** | Not enough data | Not enough data | 9.1 (200 reviews) ✓ Verified | 

#### Generative AI

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 8.1 (88 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | 8.2 (86 reviews) | 

### Database Management Systems (DBMS)

| Product | Score | Reviews |
|---|---|---|
| **Amazon Relational Database Service (RDS)** | N/A | N/A |
| **Zoho Creator** | N/A | N/A |
| **Snowflake** | 9.2/10 | 110 |

#### Management

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Data dictionary** | Not enough data | Not enough data | 9.0 (86 reviews) | 
| **Data Replication** | Not enough data | Not enough data | 9.2 (87 reviews) | 
| **Query Language** | Not enough data | Not enough data | 9.4 (93 reviews) | 
| **Data Modeling** | Not enough data | Not enough data | 9.0 (91 reviews) | 
| **Performance Analysis** | Not enough data | Not enough data | 9.1 (90 reviews) | 

#### Maintenance

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Data Migration** | Not enough data | Not enough data | 9.3 (89 reviews) | 
| **Backup and Recovery** | Not enough data | Not enough data | 9.0 (89 reviews) | 
| **Multi-User Environment** | Not enough data | Not enough data | 9.3 (92 reviews) | 

#### Security

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Data Encryption** | Not enough data | Not enough data | 9.3 (89 reviews) | 
| **User Access Control** | Not enough data | Not enough data | 9.3 (94 reviews) | 

### Relational Databases

| Product | Score | Reviews |
|---|---|---|
| **Amazon Relational Database Service (RDS)** | 8.8/10 | 468 |
| **Zoho Creator** | N/A | N/A |
| **Snowflake** | N/A | N/A |

#### Management 

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Data Schema** | 8.8 (306 reviews) | Not enough data | Not enough data | 
| **Query Language** | 8.9 (310 reviews) | Not enough data | Not enough data | 
| **ACID - Complaint** | 8.8 (295 reviews) | Not enough data | Not enough data | 
| **Data Replication** | 8.9 (304 reviews) | Not enough data | Not enough data | 

#### Support 

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Text Search** | 8.3 (300 reviews) | Not enough data | Not enough data | 
| **Data Types** | 8.7 (312 reviews) | Not enough data | Not enough data | 
| **Languages** | 8.6 (306 reviews) | Not enough data | Not enough data | 
| **Operating Systems** | 8.8 (310 reviews) | Not enough data | Not enough data | 

#### Security

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Database Locking** | 8.6 (299 reviews) | Not enough data | Not enough data | 
| **Access Control** | 8.7 (315 reviews) | Not enough data | Not enough data | 
| **Encryption** | 8.9 (309 reviews) | Not enough data | Not enough data | 
| **Authentication** | 8.8 (312 reviews) | Not enough data | Not enough data | 

#### Performance 

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Disaster Recovery** | 8.8 (305 reviews) | Not enough data | Not enough data | 
| **Data Concurrency** | 8.6 (299 reviews) | Not enough data | Not enough data | 
| **Workload Management** | 8.7 (307 reviews) | Not enough data | Not enough data | 
| **Advanced Indexing** | 8.5 (293 reviews) | Not enough data | Not enough data | 
| **Query Optimizer** | 8.5 (297 reviews) | Not enough data | Not enough data | 

#### Database Features

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Storage** | 9.0 (438 reviews) | Not enough data | Not enough data | 
| **Availability** | 9.2 (438 reviews) | Not enough data | Not enough data | 
| **Stability** | 9.0 (435 reviews) | Not enough data | Not enough data | 
| **Scalability** | 9.2 (425 reviews) | Not enough data | Not enough data | 
| **Security** | 9.1 (432 reviews) | Not enough data | Not enough data | 
| **Data Manipulation** | 8.5 (403 reviews) | Not enough data | Not enough data | 
| **Query Language** | 8.8 (420 reviews) | Not enough data | Not enough data | 

### Columnar Databases

| Product | Score | Reviews |
|---|---|---|
| **Amazon Relational Database Service (RDS)** | N/A | N/A |
| **Zoho Creator** | N/A | N/A |
| **Snowflake** | 9.2/10 | 52 |

#### Storage

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Data Model** | Not enough data | Not enough data | 9.2 (45 reviews) | 
| **Data Types** | Not enough data | Not enough data | 9.2 (45 reviews) | 

#### Availability

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Auto Sharding** | Not enough data | Not enough data | 9.1 (40 reviews) | 
| **Auto Recovery** | Not enough data | Not enough data | 9.2 (38 reviews) | 
| **Data Replication** | Not enough data | Not enough data | 9.2 (42 reviews) | 

#### Performance

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Integrated Cache** | Not enough data | Not enough data | 9.2 (45 reviews) | 

#### Security

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Role-Based Authorization** | Not enough data | Not enough data | 9.1 (45 reviews) | 
| **Authentication** | Not enough data | Not enough data | 9.2 (46 reviews) | 
| **Audit Logs** | Not enough data | Not enough data | 8.9 (39 reviews) | 
| **Encryption** | Not enough data | Not enough data | 9.2 (39 reviews) | 

#### Support

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Multi-Model** | Not enough data | Not enough data | 9.2 (37 reviews) | 
| **Operating Systems** | Not enough data | Not enough data | 9.2 (36 reviews) | 

### Drag and Drop App Builder

| Product | Score | Reviews |
|---|---|---|
| **Amazon Relational Database Service (RDS)** | N/A | N/A |
| **Zoho Creator** | 8.2/10 | 11 |
| **Snowflake** | N/A | N/A |

#### Functionality

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **App complexity** | Not enough data | 8.0 (10 reviews) | Not enough data | 
| **App Variety** | Not enough data | 7.6 (9 reviews) | Not enough data | 
| **Customized Branding** | Not enough data | 8.3 (9 reviews) | Not enough data | 
| **Application Templates** | Not enough data | 8.7 (10 reviews) | Not enough data | 

#### Data Control

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Data Migration** | Not enough data | 8.0 (9 reviews) | Not enough data | 
| **Data Synchronization** | Not enough data | 7.8 (9 reviews) | Not enough data | 
| **Data Security** | Not enough data | 8.8 (8 reviews) | Not enough data | 

#### Agentic AI - Drag and Drop App Builder

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **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 | 

### Application Development Platforms

| Product | Score | Reviews |
|---|---|---|
| **Amazon Relational Database Service (RDS)** | N/A | N/A |
| **Zoho Creator** | 8.6/10 | 15 |
| **Snowflake** | N/A | N/A |

#### Functionality

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Ease of Use** | Not enough data | 9.4 (14 reviews) | Not enough data | 
| **File Management** | Not enough data | 8.6 (12 reviews) | Not enough data | 
| **Multi-Language Support** | Not enough data | 8.1 (12 reviews) | Not enough data | 
| **Customization** | Not enough data | 8.5 (14 reviews) | Not enough data | 
| **Straight-Out-the-Box Functionality** | Not enough data | 9.1 (13 reviews) | Not enough data | 
| **Help Guides** | Not enough data | 8.7 (14 reviews) | Not enough data | 
| **Patching & Updates** | Not enough data | 7.9 (12 reviews) | Not enough data | 

### Data Clean Room

| Product | Score | Reviews |
|---|---|---|
| **Amazon Relational Database Service (RDS)** | N/A | N/A |
| **Zoho Creator** | N/A | N/A |
| **Snowflake** | 9.2/10 | 27 |

#### Centralized computation

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Centralized Computation** | Not enough data | Not enough data | 9.3 (26 reviews) | 

#### Localized computation

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Localized computation** | Not enough data | Not enough data | 9.1 (25 reviews) | 

### Mobile Development Platforms

| Product | Score | Reviews |
|---|---|---|
| **Amazon Relational Database Service (RDS)** | N/A | N/A |
| **Zoho Creator** | N/A | N/A |
| **Snowflake** | N/A | N/A |

#### Agentic AI - Mobile Development Platforms

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **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 | 

### AI App Builder

| Product | Score | Reviews |
|---|---|---|
| **Amazon Relational Database Service (RDS)** | N/A | N/A |
| **Zoho Creator** | N/A | N/A |
| **Snowflake** | N/A | N/A |

#### Generation and Interpretation - AI App Builder

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Prompt Understanding** | Not enough data | Not enough data | Not enough data | 
| **Backend Logic Creation** | Not enough data | Not enough data | Not enough data | 
| **UI Generation** | Not enough data | Not enough data | Not enough data | 
| **Context Awareness** | Not enough data | Not enough data | Not enough data | 

#### Generated Application Quality - AI App Builder

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Scalability** | Not enough data | Not enough data | Not enough data | 
| **Out-of-the-Box Functionality** | Not enough data | Not enough data | Not enough data | 
| **Design Customization** | Not enough data | Not enough data | Not enough data | 
| **Data & API Integration** | Not enough data | Not enough data | Not enough data | 

### Low-Code Development Platforms

| Product | Score | Reviews |
|---|---|---|
| **Amazon Relational Database Service (RDS)** | N/A | N/A |
| **Zoho Creator** | 8.6/10 | 49 |
| **Snowflake** | N/A | N/A |

#### Application Design

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **UI Code Extending** | Not enough data | 7.5 (20 reviews) ✓ Verified | Not enough data | 
| **Programming Code Extending** | Not enough data | 8.4 (21 reviews) ✓ Verified | Not enough data | 
| **Customized Branding** | Not enough data | 8.2 (38 reviews) ✓ Verified | Not enough data | 
| **Application Templates** | Not enough data | 8.7 (36 reviews) ✓ Verified | Not enough data | 
| **Workflows** | Not enough data | 8.8 (43 reviews) ✓ Verified | Not enough data | 

#### Data Control

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Data Migration** | Not enough data | 8.5 (39 reviews) ✓ Verified | Not enough data | 
| **Data Synchronization** | Not enough data | 9.0 (36 reviews) ✓ Verified | Not enough data | 
| **Data Security** | Not enough data | 9.0 (39 reviews) ✓ Verified | Not enough data | 

#### Publishing

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Application Deployment** | Not enough data | 8.6 (38 reviews) ✓ Verified | Not enough data | 
| **Platform Compatability** | Not enough data | 8.8 (40 reviews) | Not enough data | 
| **Lifecycle Management** | Not enough data | 8.7 (41 reviews) ✓ Verified | Not enough data | 

#### Agentic AI - Low-Code Development Platforms

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **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 | 

### Cloud Platform as a Service (PaaS)

| Product | Score | Reviews |
|---|---|---|
| **Amazon Relational Database Service (RDS)** | N/A | N/A |
| **Zoho Creator** | 9.0/10 | 32 |
| **Snowflake** | N/A | N/A |

#### Development

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Application Deployment** | Not enough data | 9.2 (25 reviews) | Not enough data | 
| **Development Tools** | Not enough data | 9.0 (25 reviews) | Not enough data | 
| **Development Environment** | Not enough data | 9.0 (24 reviews) | Not enough data | 
| **Language Support** | Not enough data | 8.5 (25 reviews) | Not enough data | 
| **Testing** | Not enough data | 8.9 (24 reviews) | Not enough data | 

#### Database

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Database Management** | Not enough data | 9.1 (25 reviews) | Not enough data | 
| **Analytics** | Not enough data | 9.1 (24 reviews) | Not enough data | 
| **Auto Scaling** | Not enough data | 9.3 (21 reviews) | Not enough data | 
| **Backup / Recovery** | Not enough data | 8.7 (26 reviews) | Not enough data | 
| **Storage** | Not enough data | 8.8 (26 reviews) | Not enough data | 

#### Infrastructure

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Networking** | Not enough data | 9.1 (23 reviews) | Not enough data | 
| **Virtual Machines** | Not enough data | 8.6 (21 reviews) | Not enough data | 
| **Security** | Not enough data | 9.5 (24 reviews) | Not enough data | 

### No-Code Development Platforms

| Product | Score | Reviews |
|---|---|---|
| **Amazon Relational Database Service (RDS)** | N/A | N/A |
| **Zoho Creator** | N/A | N/A |
| **Snowflake** | N/A | N/A |

#### User Interface Design

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **WYSIWYG Editor** | Not enough data | 9.3 (18 reviews) | Not enough data | 
| **Customized Branding** | Not enough data | 8.9 (18 reviews) | Not enough data | 
| **App Templates** | Not enough data | 8.8 (17 reviews) | Not enough data | 
| **Workflow Management** | Not enough data | 8.7 (18 reviews) | Not enough data | 

#### Data Control

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Data Migration** | Not enough data | 8.6 (17 reviews) | Not enough data | 
| **Data Synchronization** | Not enough data | 9.0 (17 reviews) | Not enough data | 
| **Data Security** | Not enough data | 9.7 (17 reviews) | Not enough data | 

#### Publishing

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Application Deployment** | Not enough data | 9.2 (17 reviews) | Not enough data | 
| **Platform Compatibility** | Not enough data | 9.2 (18 reviews) | Not enough data | 
| **Lifecycle Management** | Not enough data | 9.0 (17 reviews) | Not enough data | 

#### Agentic AI - No-Code Development Platforms

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **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 | 

### Database as a Service (DBaaS)

| Product | Score | Reviews |
|---|---|---|
| **Amazon Relational Database Service (RDS)** | 8.7/10 | 282 |
| **Zoho Creator** | 8.8/10 | 42 |
| **Snowflake** | N/A | N/A |

#### Configuration

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Application Performance** | 8.8 (248 reviews) | 8.9 (36 reviews) | Not enough data | 
| **Orchestration** | 8.4 (243 reviews) | 8.8 (33 reviews) | Not enough data | 
| **Database Monitoring** | 8.6 (252 reviews) | 8.8 (35 reviews) | Not enough data | 
| **Anomaly Detection** | 8.1 (228 reviews) | 8.9 (30 reviews) | Not enough data | 
| **Network Security** | 8.9 (245 reviews) | 9.1 (31 reviews) | Not enough data | 

#### Database Administration

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Provisioning** | 8.8 (242 reviews) | 8.7 (31 reviews) | Not enough data | 
| **Governance** | 8.6 (232 reviews) | 9.0 (30 reviews) | Not enough data | 
| **Auditing** | Feature Not Available | 8.5 (31 reviews) | Not enough data | 

#### Availability

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Scalability** | 9.1 (250 reviews) | 8.8 (36 reviews) | Not enough data | 
| **Backup** | 9.1 (253 reviews) | 8.9 (36 reviews) | Not enough data | 
| **Archiving** | Feature Not Available | 8.3 (16 reviews) | Not enough data | 
| **Indexing** | 8.7 (232 reviews) | 9.1 (34 reviews) | Not enough data | 

#### Security

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Data Masking** | 8.4 (171 reviews) | 8.5 (11 reviews) | Not enough data | 
| **Authentication And Single Sign-On** | 8.6 (181 reviews) | 8.7 (9 reviews) | Not enough data | 
| **Data Anonymization** | 8.4 (170 reviews) | 9.3 (9 reviews) | Not enough data | 

#### Data Management

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Data Replication** | 8.8 (188 reviews) | 8.6 (11 reviews) | Not enough data | 
| **Advanced Data Analytics** | 8.6 (175 reviews) | 8.3 (10 reviews) | Not enough data | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Amazon Relational Database Service (RDS)** | N/A | N/A |
| **Zoho Creator** | N/A | N/A |
| **Snowflake** | 9.1/10 | 120 |

#### Database

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Real-Time Data Collection** | Not enough data | Not enough data | 9.0 (102 reviews) | 
| **Data Distribution** | Not enough data | Not enough data | 9.3 (104 reviews) | 
| **Data Lake** | Not enough data | Not enough data | 9.3 (99 reviews) | 

#### Integrations

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Hadoop Integration** | Not enough data | Not enough data | 8.7 (79 reviews) | 
| **Spark Integration** | Not enough data | Not enough data | 8.7 (84 reviews) | 

#### Platform

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Machine Scaling** | Not enough data | Not enough data | 9.1 (95 reviews) | 
| **Data Preparation** | Not enough data | Not enough data | 9.1 (101 reviews) | 
| **Spark Integration** | Not enough data | Not enough data | 8.7 (84 reviews) | 

#### Processing

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Cloud Processing** | Not enough data | Not enough data | 9.3 (101 reviews) | 
| **Workload Processing** | Not enough data | Not enough data | 9.2 (99 reviews) | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Amazon Relational Database Service (RDS)** | N/A | N/A |
| **Zoho Creator** | N/A | N/A |
| **Snowflake** | 9.0/10 | 108 |

#### Data Transformation

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Real-Time Analytics** | Not enough data | Not enough data | 9.2 (95 reviews) | 
| **Data Querying** | Not enough data | Not enough data | 9.4 (96 reviews) | 

#### Connectivity

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Hadoop Integration** | Not enough data | Not enough data | 8.6 (81 reviews) | 
| **Spark Integration** | Not enough data | Not enough data | 8.7 (82 reviews) | 
| **Multi-Source Analysis** | Not enough data | Not enough data | 9.1 (86 reviews) | 
| **Data Lake** | Not enough data | Not enough data | 9.1 (87 reviews) | 

#### Operations

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Data Visualization** | Not enough data | Not enough data | 8.7 (92 reviews) | 
| **Data Workflow** | Not enough data | Not enough data | 9.2 (86 reviews) | 
| **Governed Discovery** | Not enough data | Not enough data | 8.9 (79 reviews) | 
| **Embedded Analytics** | Not enough data | Not enough data | 8.8 (83 reviews) | 
| **Notebooks** | Not enough data | Not enough data | 8.8 (83 reviews) | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Amazon Relational Database Service (RDS)** | N/A | N/A |
| **Zoho Creator** | N/A | N/A |
| **Snowflake** | N/A | N/A |

#### Building Reports

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | Not enough data | Not enough data | 

#### Platform

| Feature | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **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 | 

---
## Categories

**Unique to Amazon Relational Database Service (RDS) (2):** [Database as a Service (DBaaS) Providers](https://www.g2.com/categories/database-as-a-service-dbaas), [Relational Databases](https://www.g2.com/categories/relational-databases)

**Unique to Zoho Creator (9):** [Application Development Platforms ](https://www.g2.com/categories/application-development-platforms), [Workplace Innovation Platforms](https://www.g2.com/categories/workplace-innovation-platforms), [No-Code Development Platforms](https://www.g2.com/categories/no-code-development-platforms), [Drag and Drop App Builder Software](https://www.g2.com/categories/drag-and-drop-app-builder), [Mobile Development Platforms](https://www.g2.com/categories/mobile-development-platforms), [Low-Code Development Platforms](https://www.g2.com/categories/low-code-development-platforms), [Database as a Service (DBaaS) Providers](https://www.g2.com/categories/database-as-a-service-dbaas), [Cloud Platform as a Service (PaaS) Software](https://www.g2.com/categories/cloud-platform-as-a-service-paas), [AI App Builder Software](https://www.g2.com/categories/ai-app-builder)

**Unique to Snowflake (10):** [Data Clean Room Software](https://www.g2.com/categories/data-clean-room), [Columnar Databases](https://www.g2.com/categories/columnar-databases), [MLOps Platforms](https://www.g2.com/categories/mlops-platforms), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution), [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Database Management Systems (DBMS)](https://www.g2.com/categories/database-management-systems-dbms), [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools)


---
## Reviewer Demographics

### By Company Size

| Segment | Amazon Relational Database Service (RDS) | Zoho Creator | Snowflake | 
|---|---|---|---|
| **Small-Business** | 28.9% | 46.8% | 13.2% | 
| **Mid-Market** | 37.6% | 41.6% | 44.7% | 
| **Enterprise** | 33.4% | 11.7% | 42.1% | 

### By Industry

#### Amazon Relational Database Service (RDS)

- **Information Technology and Services:** 22.6%
- **Computer Software:** 17.1%
- **Financial Services:** 6.0%
- **Computer & Network Security:** 3.7%
- **Telecommunications:** 3.2%
- **Hospital & Health Care:** 3.1%
- **Health, Wellness and Fitness:** 2.7%
- **Banking:** 2.5%
- **Retail:** 2.4%
- **Internet:** 2.2%
- **Other:** 34.4%

#### Zoho Creator

- **Information Technology and Services:** 16.3%
- **Computer Software:** 8.5%
- **Marketing and Advertising:** 3.3%
- **Consumer Services:** 3.3%
- **Education Management:** 3.3%
- **Consulting:** 2.6%
- **Management Consulting:** 2.6%
- **Business Supplies and Equipment:** 2.6%
- **Internet:** 2.6%
- **Non-Profit Organization Management:** 2.6%
- **Other:** 52.3%

#### Snowflake

- **Information Technology and Services:** 15.4%
- **Computer Software:** 14.0%
- **Financial Services:** 10.0%
- **Marketing and Advertising:** 4.3%
- **Hospital & Health Care:** 3.3%
- **Retail:** 3.3%
- **Insurance:** 3.2%
- **Information Services:** 2.6%
- **Logistics and Supply Chain:** 2.3%
- **Consulting:** 2.3%
- **Other:** 39.2%

---
## Alternatives

### Alternatives to Amazon Relational Database Service (RDS)

- [Oracle Database](https://www.g2.com/products/oracle-database/reviews) — 4.3/5 stars (1010 reviews)
- [IBM Db2](https://www.g2.com/products/ibm-db2/reviews) — 4.1/5 stars (682 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)
- [Google Cloud SQL](https://www.g2.com/products/google-cloud-sql/reviews) — 4.5/5 stars (366 reviews)
- [Azure SQL Database](https://www.g2.com/products/azure-sql-database/reviews) — 4.5/5 stars (241 reviews)
- [EDB Postgres Advanced Server](https://www.g2.com/products/edb-postgres-advanced-server/reviews) — 4.5/5 stars (37 reviews)
- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2284 reviews)
- [MySQL](https://www.g2.com/products/mysql/reviews) — 4.4/5 stars (1677 reviews)
- [DigitalOcean](https://www.g2.com/products/digitalocean/reviews) — 4.6/5 stars (749 reviews)
- [PostgreSQL](https://www.g2.com/products/postgresql/reviews) — 4.4/5 stars (682 reviews)

### Alternatives to Zoho Creator

- [Quickbase](https://www.g2.com/products/quickbase/reviews) — 4.5/5 stars (1548 reviews)
- [OutSystems](https://www.g2.com/products/outsystems/reviews) — 4.5/5 stars (1796 reviews)
- [Ninox](https://www.g2.com/products/ninox/reviews) — 4.7/5 stars (362 reviews)
- [Caspio](https://www.g2.com/products/caspio/reviews) — 4.5/5 stars (169 reviews)
- [Agentforce 360 Platform (formerly Salesforce Platform)](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews) — 4.5/5 stars (4004 reviews)
- [Kissflow](https://www.g2.com/products/kissflow/reviews) — 4.3/5 stars (591 reviews)
- [Claris FileMaker](https://www.g2.com/products/claris-filemaker/reviews) — 4.5/5 stars (578 reviews)
- [Microsoft Power Apps](https://www.g2.com/products/microsoft-power-apps/reviews) — 4.3/5 stars (541 reviews)
- [Airtable](https://www.g2.com/products/airtable/reviews) — 4.6/5 stars (3274 reviews)
- [AppSheet](https://www.g2.com/products/appsheet/reviews) — 4.8/5 stars (405 reviews)

### Alternatives to Snowflake

- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (800 reviews)
- [Cloudera Platform](https://www.g2.com/products/cloudera-platform/reviews) — 4.1/5 stars (136 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1227 reviews)
- [Teradata Autonomous Knowledge Platform](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews) — 4.3/5 stars (375 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (817 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)
- [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) — 4.3/5 stars (402 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [OpenText Vertica](https://www.g2.com/products/opentext-vertica/reviews) — 4.3/5 stars (216 reviews)
- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2284 reviews)

---
## Top Discussions

### Amazon Relational Database Service (RDS)

- Title: [What is Amazon Relational Database Service (RDS) used for?](https://www.g2.com/discussions/what-is-amazon-relational-database-service-rds-used-for) — 2 comments, 2 upvotes
  > **Top comment:** "Amazon Relational Database Service (RDS) is a cloud-based service offered by Amazon Web Services (AWS) that is used for managing and operating relational..."
- Title: [An Amazon RDS performance best practice is to allocate enough RAM so that your working set resides almost completely in memory.](https://www.g2.com/discussions/an-amazon-rds-performance-best-practice-is-to-allocate-enough-ram-so-that-your-working-set-resides-almost-completely-in-memory) — 1 comment, 1 upvote
  > **Top comment:** "nice"

### Zoho Creator

- Title: [Is Zoho Creator any good?](https://www.g2.com/discussions/is-zoho-creator-any-good) — 1 comment
  > **Top comment:** "Zoho Creator is "the best" for small application development."
- Title: [Can I create mobile applications with Zoho Creator?](https://www.g2.com/discussions/can-i-create-mobile-applications-with-zoho-creator) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "These applications can be accessed through our mobile apps for iOS, Android and Windows devices."
- Title: [How is Zoho Creator priced?](https://www.g2.com/discussions/how-is-zoho-creator-priced) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "We have different pricing plans to suit your company size and requirements. The basic edition starts at $5 per user per month. "
- Title: [Do I need to know coding to create an application?](https://www.g2.com/discussions/do-i-need-to-know-coding-to-create-an-application) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "You can create an application if you have a mouse in working condition and Internet connection :-)"
- Title: [Do I need to install software on my computer to use Zoho Creator?](https://www.g2.com/discussions/do-i-need-to-install-software-on-my-computer-to-use-zoho-creator) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "All you need is an Internet connection and a web browser. You can even access it on your mobile devices."

### Snowflake

- Title: [What's the best way to manage change data capture in Snowflake?](https://www.g2.com/discussions/what-s-the-best-way-to-manage-change-data-capture-in-snowflake) — 4 comments, 2 upvotes
  > **Top comment:** "Do. It in the upstream source system using. Somethjng like aws DMS"
- Title: [What is Snowflake used for?](https://www.g2.com/discussions/what-is-snowflake-used-for) — 2 comments, 1 upvote
  > **Top comment:** "For ETL, Data warehouse and data management. "
- Title: [Snowflake - how to connect to Snowflake using NodeJS](https://www.g2.com/discussions/snowflake-how-to-connect-to-snowflake-using-nodejs) — 2 comments, 1 upvote
  > **Top comment:** "Does this help? https://www.ameexusa.com/blogs/connecting-node-js-snowflake"
- Title: [What is the difference between Snowflake vs Redshift? Which one is Good to Learn.](https://www.g2.com/discussions/what-is-the-difference-between-snowflake-vs-redshift-which-one-is-good-to-learn) — 2 comments, 1 upvote
  > **Top comment:** "I have take up the Snowflake and it is the much interesting on than Redshift. You can for other courses from https://attariclasses.in/"
- Title: [which is best snowflake or My sql](https://www.g2.com/discussions/which-is-best-snowflake-or-my-sql) — 2 comments, 1 upvote
  > **Top comment:** "Depends on your needs.  MySQL is open source/free.   It or Postgres (another open source db) is good for pretty much any normal need.   You can install on..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/amazon-relational-database-service-rds-vs-zoho-creator-vs-snowflake)