# CrateDB vs Snowflake Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Snowflake excels in handling large datasets efficiently, with users praising its stability during extensive reporting tasks. One user noted, "I’m in Snowflake almost every day for reporting work. It's been stable for me and doesn’t freeze, even when I’m working with large datasets."
- **Users say** that CrateDB offers a user-friendly experience, particularly for those working with time-series data. Reviewers appreciate its "simple and easy to use UI" and the ability to run it locally, making it a practical choice for specific telemetry and observability use cases.
- **According to verified reviews** , Snowflake's implementation process is highly regarded, with users finding it straightforward to set up pipelines to other programs. One user highlighted, "I find the pipelines to other programs easy to set up," indicating a smooth onboarding experience.
- **Reviewers mention** that CrateDB's open-source nature is a significant advantage, allowing users to leverage its capabilities without incurring costs. One user expressed appreciation for its performance, stating, "I appreciate CrateDB being open-source and how incredibly easy it is to use."
- **G2 reviewers highlight** that Snowflake's support quality is generally strong, although it may not be needed frequently due to the platform's intuitive design. Users have noted that they "rarely need much support to get things done," reflecting confidence in the product's usability.
- **Users report** that while CrateDB has a solid performance for specific use cases, it may not match the overall versatility and scalability of Snowflake, especially for larger organizations. One user mentioned its "good support for GeoJSON and Time Series DB," but the feedback suggests it may be more suited for small businesses compared to Snowflake's mid-market focus.



| | CrateDB | Snowflake | 
|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.6 out of 5 | 
| **Total Reviews** | 85 | 741 | 
| **Largest Market Segment** | Small-Business (55.0% of reviews) | Mid-Market (44.9% of reviews) | 
| **Entry Level Price** | Free | $2 Compute/Hour | 

---
## Top Pros & Cons

### CrateDB

Pros:
- Ease of Use (12 reviews)
- SQL Usage (11 reviews)

Cons:
- Lack of Features (5 reviews)
- Software Limitations (4 reviews)

### Snowflake

Pros:
- Ease of Use (89 reviews)
- Scalability (68 reviews)

Cons:
- Expensive (53 reviews)
- Cost (36 reviews)

---
## Ratings Comparison
| Rating | CrateDB | Snowflake | 
|---|---|---|
  | **Meets Requirements** | 8.9 (62 reviews) | 9.1 (568 reviews) | 
  | **Ease of Use** | 8.9 (65 reviews) | 9.0 (604 reviews) | 
  | **Ease of Setup** | 8.9 (49 reviews) | 9.0 (388 reviews) | 
  | **Ease of Admin** | 8.9 (32 reviews) | 8.6 (211 reviews) | 
  | **Quality of Support** | 9.1 (56 reviews) | 8.7 (521 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.3 (25 reviews) | 9.0 (213 reviews) | 
  | **Product Direction (% positive)** | 8.7 (64 reviews) | 9.2 (535 reviews) | 

---
## Pricing

### CrateDB

#### Entry-Level Pricing

Plan: OSS

Price: Free

Description: Free and open source. Built for real world experimentation and development.

Key Features:
- https://cratedb.com/pricing/oss

[Browse all 3 editions](https://www.g2.com/products/cratedb/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 |
|---|---|---|
| **CrateDB** | N/A | N/A |
| **Snowflake** | N/A | N/A |

#### Administration

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **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 | CrateDB | Snowflake | 
|---|---|---|
| **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 | CrateDB | Snowflake | 
|---|---|---|
| **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 | CrateDB | Snowflake | 
|---|---|---|
| **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 | CrateDB | Snowflake | 
|---|---|---|
| **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 | CrateDB | Snowflake | 
|---|---|---|
| **Data Quality Management** | Not enough data | Not enough data | 
| **Policy Management** | Not enough data | Not enough data | 

#### Generative AI

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

#### Agentic AI - Data Governance

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **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 | 

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **CrateDB** | N/A | N/A |
| **Snowflake** | 9.2/10 | 14 |

#### Deployment

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Language Flexibility** | Not enough data | 9.2 (13 reviews) | 
| **Framework Flexibility** | Not enough data | 9.0 (13 reviews) | 
| **Versioning** | Not enough data | 9.1 (13 reviews) | 
| **Ease of Deployment** | Not enough data | 9.4 (13 reviews) | 
| **Scalability** | Not enough data | 9.4 (13 reviews) | 

#### Deployment

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Language Flexibility** | Not enough data | 9.4 (11 reviews) | 
| **Framework Flexibility** | Not enough data | 9.5 (11 reviews) | 
| **Versioning** | Not enough data | 9.5 (11 reviews) | 
| **Ease of Deployment** | Not enough data | 9.5 (11 reviews) | 
| **Scalability** | Not enough data | 9.4 (11 reviews) | 

#### Management

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Cataloging** | Not enough data | 9.0 (13 reviews) | 
| **Monitoring** | Not enough data | 9.0 (12 reviews) | 
| **Governing** | Not enough data | 9.2 (13 reviews) | 
| **Model Registry** | Not enough data | 9.1 (13 reviews) | 

#### Operations

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Metrics** | Not enough data | 8.9 (11 reviews) | 
| **Infrastructure management** | Not enough data | 8.9 (11 reviews) | 
| **Collaboration** | Not enough data | 9.5 (11 reviews) | 

#### Management

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Cataloging** | Not enough data | 9.2 (11 reviews) | 
| **Monitoring** | Not enough data | 9.3 (10 reviews) | 
| **Governing** | Not enough data | 8.8 (11 reviews) | 

#### Generative AI

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **AI Text Generation** | Not enough data | 8.6 (11 reviews) | 
| **AI Text Summarization** | Not enough data | 8.5 (11 reviews) | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **CrateDB** | N/A | N/A |
| **Snowflake** | 8.6/10 | 37 |

#### System

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | 9.2 (30 reviews) | 

#### Model Development

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Language Support** | Not enough data | 9.1 (31 reviews) | 
| **Drag and Drop** | Not enough data | 8.6 (29 reviews) | 
| **Pre-Built Algorithms** | Not enough data | 8.3 (29 reviews) | 
| **Model Training** | Not enough data | 8.8 (30 reviews) | 

#### Model Development

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Feature Engineering** | Not enough data | 8.8 (28 reviews) | 

#### Machine/Deep Learning Services

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Computer Vision** | Not enough data | 8.6 (29 reviews) | 
| **Natural Language Processing** | Not enough data | 8.6 (29 reviews) | 
| **Natural Language Generation** | Not enough data | 8.4 (29 reviews) | 
| **Artificial Neural Networks** | Not enough data | 8.4 (28 reviews) | 

#### Machine/Deep Learning Services

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Natural Language Understanding** | Not enough data | 8.6 (28 reviews) | 
| **Deep Learning** | Not enough data | 8.5 (25 reviews) | 

#### Deployment

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Managed Service** | Not enough data | 9.1 (31 reviews) | 
| **Application** | Not enough data | 9.0 (28 reviews) | 
| **Scalability** | Not enough data | 9.2 (30 reviews) | 

#### Generative AI

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **AI Text Generation** | Not enough data | 8.5 (27 reviews) | 
| **AI Text Summarization** | Not enough data | 8.4 (26 reviews) | 
| **AI Text-to-Image** | Not enough data | 8.5 (26 reviews) | 

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

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.3 (14 reviews) | 
| **Multi-step Planning** | Not enough data | 8.3 (14 reviews) | 
| **Cross-system Integration** | Not enough data | 8.5 (14 reviews) | 
| **Adaptive Learning** | Not enough data | 8.6 (14 reviews) | 
| **Natural Language Interaction** | Not enough data | 8.3 (14 reviews) | 
| **Proactive Assistance** | Not enough data | 8.4 (15 reviews) | 
| **Decision Making** | Not enough data | 8.3 (14 reviews) | 

### Data Warehouse

| Product | Score | Reviews |
|---|---|---|
| **CrateDB** | N/A | N/A |
| **Snowflake** | 8.7/10 | 276 |

#### Data Management

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Data Integration** | Not enough data | 9.1 (213 reviews) ✓ Verified | 
| **Data Compression** | Not enough data | 8.9 (178 reviews) ✓ Verified | 
| **Data Quality** | Not enough data | 9.1 (189 reviews) ✓ Verified | 
| **Built-In Data Analytics** | Not enough data | 8.4 (187 reviews) ✓ Verified | 
| **In-Database Machine Learning** | Not enough data | 8.2 (166 reviews) ✓ Verified | 
| **Data Lake Analytics** | Not enough data | 8.7 (167 reviews) ✓ Verified | 

#### Integration

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **AI/ ML Integration** | Not enough data | 8.3 (163 reviews) ✓ Verified | 
| **BI Tool Integration** | Not enough data | 9.0 (200 reviews) ✓ Verified | 
| **Data lake Integration** | Not enough data | 8.9 (171 reviews) ✓ Verified | 

#### Deployment

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **On-Premise** | Not enough data | 7.8 (147 reviews) ✓ Verified | 
| **Cloud** | Not enough data | 9.3 (207 reviews) ✓ Verified | 

#### Performance 

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Scalability** | Not enough data | 9.4 (220 reviews) ✓ Verified | 

#### Security

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Data Governance** | Not enough data | 8.9 (190 reviews) ✓ Verified | 
| **Data Security** | Not enough data | 9.1 (198 reviews) ✓ Verified | 

#### Generative AI

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **AI Text Generation** | Not enough data | 8.0 (85 reviews) | 
| **AI Text Summarization** | Not enough data | 8.1 (83 reviews) | 

### Database Management Systems (DBMS)

| Product | Score | Reviews |
|---|---|---|
| **CrateDB** | N/A | N/A |
| **Snowflake** | 9.2/10 | 108 |

#### Management

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Data dictionary** | Not enough data | 9.0 (86 reviews) | 
| **Data Replication** | Not enough data | 9.1 (86 reviews) | 
| **Query Language** | Not enough data | 9.4 (92 reviews) | 
| **Data Modeling** | Not enough data | 9.0 (91 reviews) | 
| **Performance Analysis** | Not enough data | 9.1 (90 reviews) | 

#### Maintenance

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Data Migration** | Not enough data | 9.3 (88 reviews) | 
| **Backup and Recovery** | Not enough data | 9.0 (88 reviews) | 
| **Multi-User Environment** | Not enough data | 9.3 (90 reviews) | 

#### Security

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Data Encryption** | Not enough data | 9.3 (88 reviews) | 
| **User Access Control** | Not enough data | 9.2 (92 reviews) | 

### Document Databases

| Product | Score | Reviews |
|---|---|---|
| **CrateDB** | 9.4/10 | 9 |
| **Snowflake** | N/A | N/A |

#### Data Management

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Data Model** | 9.8 (8 reviews) | Not enough data | 
| **Data Types** | 9.6 (9 reviews) | Not enough data | 
| **Built - In Search** | 9.4 (9 reviews) | Not enough data | 
| **Event Triggers** | 9.3 (7 reviews) | Not enough data | 

#### Availability

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Auto Sharding** | 9.0 (8 reviews) | Not enough data | 
| **Auto Recovery** | 8.6 (7 reviews) | Not enough data | 
| **Data Replication** | 8.8 (7 reviews) | Not enough data | 

#### Performance

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Query Optimization** | 8.3 (7 reviews) | Not enough data | 

#### Security

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Role-Based Authorization** | 9.0 (7 reviews) | Not enough data | 
| **Authentication** | 8.6 (7 reviews) | Not enough data | 
| **Audit Logs** | 9.0 (7 reviews) | Not enough data | 
| **Encryption** | 9.3 (7 reviews) | Not enough data | 

#### Support

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Multi-Model** | 9.8 (7 reviews) | Not enough data | 
| **Operating Systems** | 9.4 (8 reviews) | Not enough data | 
| **BI Connectors** | 9.0 (7 reviews) | Not enough data | 

### Columnar Databases

| Product | Score | Reviews |
|---|---|---|
| **CrateDB** | 9.2/10 | 9 |
| **Snowflake** | 9.2/10 | 52 |

#### Storage

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Data Model** | 9.0 (7 reviews) | 9.2 (45 reviews) | 
| **Data Types** | 9.2 (8 reviews) | 9.2 (45 reviews) | 

#### Availability

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Auto Sharding** | 9.8 (9 reviews) | 9.1 (40 reviews) | 
| **Auto Recovery** | 9.4 (6 reviews) | 9.2 (38 reviews) | 
| **Data Replication** | 9.7 (6 reviews) | 9.2 (42 reviews) | 

#### Performance

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Integrated Cache** | 10.0 (5 reviews) | 9.2 (45 reviews) | 

#### Security

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Role-Based Authorization** | 8.3 (5 reviews) | 9.1 (45 reviews) | 
| **Authentication** | 8.9 (6 reviews) | 9.2 (46 reviews) | 
| **Audit Logs** | 9.0 (5 reviews) | 8.9 (39 reviews) | 
| **Encryption** | 7.5 (6 reviews) | 9.2 (39 reviews) | 

#### Support

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Multi-Model** | 9.8 (7 reviews) | 9.2 (37 reviews) | 
| **Operating Systems** | 10.0 (5 reviews) | 9.2 (36 reviews) | 

### Data Clean Room

| Product | Score | Reviews |
|---|---|---|
| **CrateDB** | N/A | N/A |
| **Snowflake** | 9.2/10 | 27 |

#### Centralized computation

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Centralized Computation** | Not enough data | 9.3 (26 reviews) | 

#### Localized computation

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Localized computation** | Not enough data | 9.1 (25 reviews) | 

### Vector Database

| Product | Score | Reviews |
|---|---|---|
| **CrateDB** | 8.7/10 | 15 |
| **Snowflake** | N/A | N/A |

#### Data Indexing

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Semantic Search** | 8.9 (15 reviews) | Not enough data | 
| **Indexing Data** | 8.8 (15 reviews) | Not enough data | 

#### Filters

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Accurate Search** | 8.6 (15 reviews) | Not enough data | 
| **Single Stage Filtering - Vector Database** | 8.3 (15 reviews) | Not enough data | 

### Real-time Analytic Database

| Product | Score | Reviews |
|---|---|---|
| **CrateDB** | 8.6/10 | 20 |
| **Snowflake** | N/A | N/A |

#### Query latency

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Lower query latency** | 8.9 (20 reviews) | Not enough data | 
| **Continuous queries** | 8.6 (20 reviews) | Not enough data | 

#### Data latency

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Lower data latency** | 8.6 (19 reviews) | Not enough data | 
| **Data pipeline performance** | 8.5 (19 reviews) | Not enough data | 

#### Connectors

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Faster ingestion** | 8.5 (19 reviews) | Not enough data | 
| **Built-in connectors** | 8.8 (19 reviews) | Not enough data | 

#### Scale

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Linearly scalable database** | 9.0 (18 reviews) | Not enough data | 
| **Storage management** | 8.2 (16 reviews) | Not enough data | 

#### Architecture

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Data security** | 8.7 (18 reviews) | Not enough data | 
| **Lockless architecture** | 8.6 (17 reviews) | Not enough data | 

### Database as a Service (DBaaS)

| Product | Score | Reviews |
|---|---|---|
| **CrateDB** | 7.9/10 | 7 |
| **Snowflake** | N/A | N/A |

#### Configuration

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Application Performance** | 9.0 (7 reviews) | Not enough data | 
| **Orchestration** | 8.3 (6 reviews) | Not enough data | 
| **Database Monitoring** | 8.3 (6 reviews) | Not enough data | 
| **Anomaly Detection** | 8.1 (6 reviews) | Not enough data | 
| **Network Security** | 7.8 (6 reviews) | Not enough data | 

#### Database Administration

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Provisioning** | 8.9 (6 reviews) | Not enough data | 
| **Governance** | 7.8 (6 reviews) | Not enough data | 
| **Auditing** | 7.5 (6 reviews) | Not enough data | 

#### Availability

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Scalability** | 9.3 (5 reviews) | Not enough data | 
| **Backup** | 8.3 (5 reviews) | Not enough data | 
| **Archiving** | 7.0 (5 reviews) | Not enough data | 
| **Indexing** | Not enough data | Not enough data | 

#### Security

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Data Masking** | Not enough data | Not enough data | 
| **Authentication And Single Sign-On** | Not enough data | Not enough data | 
| **Data Anonymization** | Not enough data | Not enough data | 

#### Data Management

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Data Replication** | Not enough data | Not enough data | 
| **Advanced Data Analytics** | Not enough data | Not enough data | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **CrateDB** | N/A | N/A |
| **Snowflake** | 9.0/10 | 119 |

#### Database

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Real-Time Data Collection** | Not enough data | 9.0 (101 reviews) | 
| **Data Distribution** | Not enough data | 9.3 (103 reviews) | 
| **Data Lake** | Not enough data | 9.3 (98 reviews) | 

#### Integrations

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Hadoop Integration** | Not enough data | 8.7 (78 reviews) | 
| **Spark Integration** | Not enough data | 8.7 (83 reviews) | 

#### Platform

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Machine Scaling** | Not enough data | 9.1 (94 reviews) | 
| **Data Preparation** | Not enough data | 9.0 (100 reviews) | 
| **Spark Integration** | Not enough data | 8.7 (83 reviews) | 

#### Processing

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Cloud Processing** | Not enough data | 9.3 (100 reviews) | 
| **Workload Processing** | Not enough data | 9.1 (98 reviews) | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **CrateDB** | N/A | N/A |
| **Snowflake** | 9.0/10 | 104 |

#### Data Transformation

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Real-Time Analytics** | Not enough data | 9.2 (92 reviews) | 
| **Data Querying** | Not enough data | 9.4 (92 reviews) | 

#### Connectivity

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Hadoop Integration** | Not enough data | 8.6 (80 reviews) | 
| **Spark Integration** | Not enough data | 8.7 (81 reviews) | 
| **Multi-Source Analysis** | Not enough data | 9.1 (85 reviews) | 
| **Data Lake** | Not enough data | 9.1 (85 reviews) | 

#### Operations

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Data Visualization** | Not enough data | 8.6 (90 reviews) | 
| **Data Workflow** | Not enough data | 9.2 (83 reviews) | 
| **Governed Discovery** | Not enough data | 8.9 (77 reviews) | 
| **Embedded Analytics** | Not enough data | 8.8 (82 reviews) | 
| **Notebooks** | Not enough data | 8.7 (82 reviews) | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **CrateDB** | N/A | N/A |
| **Snowflake** | N/A | N/A |

#### Building Reports

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | Not enough data | 

#### Platform

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **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 |
|---|---|---|
| **CrateDB** | N/A | N/A |
| **Snowflake** | N/A | N/A |

#### Database Features

| Feature | CrateDB | Snowflake | 
|---|---|---|
| **Storage** | Not enough data | Not enough data | 
| **Availability** | Not enough data | Not enough data | 
| **Stability** | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | 
| **Security** | Not enough data | Not enough data | 
| **Data Manipulation** | Not enough data | Not enough data | 
| **Query Language** | Not enough data | Not enough data | 

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

**Unique to CrateDB (5):** [Real-time Analytic Database Software](https://www.g2.com/categories/real-time-analytic-database), [Time Series Databases](https://www.g2.com/categories/time-series-databases), [Document Databases](https://www.g2.com/categories/document-databases), [Vector Database Software](https://www.g2.com/categories/vector-database), [Database as a Service (DBaaS) Providers](https://www.g2.com/categories/database-as-a-service-dbaas)

**Unique to Snowflake (9):** [Data Clean Room Software](https://www.g2.com/categories/data-clean-room), [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 | CrateDB | Snowflake | 
|---|---|---|
| **Small-Business** | 55.0% | 12.8% | 
| **Mid-Market** | 32.5% | 44.9% | 
| **Enterprise** | 12.5% | 42.3% | 

### By Industry

#### CrateDB

- **Computer Software:** 28.7%
- **Consulting:** 15.0%
- **Information Technology and Services:** 12.5%
- **Financial Services:** 5.0%
- **Telecommunications:** 3.8%
- **Computer & Network Security:** 3.8%
- **Program Development:** 3.8%
- **Insurance:** 2.5%
- **Leisure, Travel & Tourism:** 2.5%
- **Automotive:** 2.5%
- **Other:** 20.0%

#### Snowflake

- **Information Technology and Services:** 15.3%
- **Computer Software:** 14.0%
- **Financial Services:** 9.8%
- **Marketing and Advertising:** 4.4%
- **Hospital & Health Care:** 3.4%
- **Retail:** 3.4%
- **Insurance:** 3.2%
- **Information Services:** 2.6%
- **Internet:** 2.2%
- **Consulting:** 2.2%
- **Other:** 39.5%

---
## Alternatives

### Alternatives to CrateDB

- [MongoDB Atlas](https://www.g2.com/products/mongodb-atlas/reviews) — 4.5/5 stars (370 reviews)
- [Oracle Database](https://www.g2.com/products/oracle-database/reviews) — 4.3/5 stars (1010 reviews)
- [Amazon Relational Database Service (RDS)](https://www.g2.com/products/amazon-relational-database-service-rds/reviews) — 4.5/5 stars (906 reviews)
- [MongoDB](https://www.g2.com/products/mongodb/reviews) — 4.5/5 stars (554 reviews)
- [Amazon DynamoDB](https://www.g2.com/products/amazon-web-services-aws-amazon-dynamodb/reviews) — 4.4/5 stars (530 reviews)
- [Google Cloud SQL](https://www.g2.com/products/google-cloud-sql/reviews) — 4.5/5 stars (366 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1235 reviews)
- [DigitalOcean](https://www.g2.com/products/digitalocean/reviews) — 4.6/5 stars (746 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)

### Alternatives to Snowflake

- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (769 reviews)
- [Cloudera Data Platform](https://www.g2.com/products/cloudera-cloudera-data-platform/reviews) — 4.1/5 stars (136 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1235 reviews)
- [Teradata Vantage](https://www.g2.com/products/teradata-teradata-vantage/reviews) — 4.3/5 stars (373 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 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 (401 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 (2274 reviews)

---
## Top Discussions

### CrateDB

No discussions available for this product.

### 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/cratedb-vs-snowflake)