# Dremio vs Snowflake Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Snowflake excels in user experience, with many praising its **intuitive UI/UX** that simplifies data extraction and navigation. Users appreciate how easily they can understand the structure of databases and tables, which enhances their overall productivity.
- **According to verified reviews** , Snowflake's implementation process is notably smooth, with users highlighting its **fully managed Software-as-a-Service model** that significantly reduces development and maintenance efforts. This is contrasted with Dremio, where some users noted a more complex setup experience.
- **Users say** that Snowflake's integration capabilities are a standout feature, allowing seamless connections with various tools. Reviewers mention that this integration streamlines workflows, making it easier to manage data across platforms, while Dremio users appreciate its flexibility in connecting to multiple data sources but noted it can be less straightforward.
- **Reviewers mention** that while both platforms have similar star ratings, Snowflake's higher G2 Score reflects a greater overall satisfaction among users. This is supported by the substantial number of recent reviews, indicating that Snowflake consistently meets user expectations.
- **G2 reviewers highlight** Snowflake's strong performance in data visibility and reporting, with users noting that its layout enhances data comprehension. In contrast, Dremio users have expressed some challenges with data visualization, indicating that this may not be as robust in their experience.
- **According to recent feedback** , Snowflake's architectural separation of compute and storage is a significant advantage, allowing for better scalability and performance. Dremio, while praised for its SQL flexibility, may not offer the same level of performance optimization in high-demand scenarios.



| | Dremio | Snowflake | 
|---|---|---|
| **Star Rating** | 4.6 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 70 | 756 | 
| **Largest Market Segment** | Enterprise (48.4% of reviews) | Mid-Market (44.7% of reviews) | 
| **Entry Level Price** | No pricing available | $2 Compute/Hour | 

---
## Top Pros & Cons

### Dremio

Pros:
- Ease of Use (13 reviews)
- Integrations (10 reviews)

Cons:
- Difficulty (5 reviews)
- Poor Customer Support (5 reviews)

### Snowflake

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

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

---
## Ratings Comparison
| Rating | Dremio | Snowflake | 
|---|---|---|
  | **Meets Requirements** | 8.7 (53 reviews) | 9.1 (578 reviews) | 
  | **Ease of Use** | 9.2 (54 reviews) | 9.0 (616 reviews) | 
  | **Ease of Setup** | 8.4 (48 reviews) | 9.0 (399 reviews) | 
  | **Ease of Admin** | 7.8 (29 reviews) | 8.7 (213 reviews) | 
  | **Quality of Support** | 8.5 (50 reviews) | 8.7 (530 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.1 (28 reviews) | 9.0 (215 reviews) | 
  | **Product Direction (% positive)** | 9.8 (47 reviews) | 9.3 (547 reviews) | 

---
## Pricing

### Dremio

#### Entry-Level Pricing

No pricing available

#### 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

### Business Intelligence

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

#### Reports

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Reports Interface** | Not enough data | Not enough data | 
| **Steps to Answer** | Not enough data | Not enough data | 
| **Graphs and Charts** | Not enough data | Not enough data | 
| **Score Cards** | Not enough data | Not enough data | 
| **Dashboards** | Not enough data | Not enough data | 

#### Self Service 

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Calculated Fields** | Not enough data | Not enough data | 
| **Data Column Filtering** | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | 
| **Search** | Not enough data | Not enough data | 
| **Collaboration / Workflow** | Not enough data | Not enough data | 
| **Automodeling** | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Big Data Services** | Not enough data | Not enough data | 

#### Building Reports

| Feature | Dremio | 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 | Dremio | 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 | 

### Data Governance

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

#### Administration

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

#### Generative AI

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

#### Agentic AI - Data Governance

| Feature | Dremio | 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 |
|---|---|---|
| **Dremio** | N/A | N/A |
| **Snowflake** | 9.2/10 | 14 |

#### Deployment

| Feature | Dremio | 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 | Dremio | 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 | Dremio | 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 | Dremio | 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 | Dremio | 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 | Dremio | 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 |
|---|---|---|
| **Dremio** | N/A | N/A |
| **Snowflake** | 8.7/10 | 39 |

#### System

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

#### Model Development

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Language Support** | Not enough data | 9.2 (32 reviews) | 
| **Drag and Drop** | Not enough data | 8.6 (29 reviews) | 
| **Pre-Built Algorithms** | Not enough data | 8.3 (30 reviews) | 
| **Model Training** | Not enough data | 8.8 (31 reviews) | 

#### Model Development

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Feature Engineering** | Not enough data | 8.8 (29 reviews) | 

#### Machine/Deep Learning Services

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Computer Vision** | Not enough data | 8.6 (29 reviews) | 
| **Natural Language Processing** | Not enough data | 8.7 (31 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 | Dremio | Snowflake | 
|---|---|---|
| **Natural Language Understanding** | Not enough data | 8.6 (29 reviews) | 
| **Deep Learning** | Not enough data | 8.6 (26 reviews) | 

#### Deployment

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Managed Service** | Not enough data | 9.2 (33 reviews) | 
| **Application** | Not enough data | 9.0 (29 reviews) | 
| **Scalability** | Not enough data | 9.2 (31 reviews) | 

#### Generative AI

| Feature | Dremio | Snowflake | 
|---|---|---|
| **AI Text Generation** | Not enough data | 8.6 (28 reviews) | 
| **AI Text Summarization** | Not enough data | 8.5 (27 reviews) | 
| **AI Text-to-Image** | Not enough data | 8.5 (26 reviews) | 

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

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.4 (15 reviews) | 
| **Multi-step Planning** | Not enough data | 8.4 (15 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 | 8.4 (15 reviews) | 
| **Proactive Assistance** | Not enough data | 8.4 (15 reviews) | 
| **Decision Making** | Not enough data | 8.4 (15 reviews) | 

### Data Warehouse

| Product | Score | Reviews |
|---|---|---|
| **Dremio** | 8.4/10 | 27 |
| **Snowflake** | 8.8/10 | 289 |

#### Data Management

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Data Integration** | 8.6 (23 reviews) | 9.1 (218 reviews) ✓ Verified | 
| **Data Compression** | 8.6 (21 reviews) | 8.9 (181 reviews) ✓ Verified | 
| **Data Quality** | 8.3 (12 reviews) | 9.1 (193 reviews) ✓ Verified | 
| **Built-In Data Analytics** | 7.7 (20 reviews) | 8.4 (190 reviews) ✓ Verified | 
| **In-Database Machine Learning** | Feature Not Available | 8.2 (169 reviews) ✓ Verified | 
| **Data Lake Analytics** | 8.9 (23 reviews) | 8.7 (169 reviews) ✓ Verified | 

#### Integration

| Feature | Dremio | Snowflake | 
|---|---|---|
| **AI/ ML Integration** | Feature Not Available | 8.4 (169 reviews) ✓ Verified | 
| **BI Tool Integration** | 8.8 (21 reviews) | 9.0 (205 reviews) ✓ Verified | 
| **Data lake Integration** | 9.0 (22 reviews) | 8.9 (173 reviews) ✓ Verified | 

#### Deployment

| Feature | Dremio | Snowflake | 
|---|---|---|
| **On-Premise** | 8.7 (15 reviews) | 7.8 (148 reviews) ✓ Verified | 
| **Cloud** | 8.5 (19 reviews) | 9.3 (213 reviews) ✓ Verified | 

#### Performance 

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Scalability** | 8.3 (21 reviews) | 9.4 (227 reviews) ✓ Verified | 

#### Security

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Data Governance** | 8.2 (20 reviews) | 8.9 (194 reviews) ✓ Verified | 
| **Data Security** | Feature Not Available | 9.1 (201 reviews) ✓ Verified | 

#### Generative AI

| Feature | Dremio | Snowflake | 
|---|---|---|
| **AI Text Generation** | 6.9 (12 reviews) | 8.1 (89 reviews) | 
| **AI Text Summarization** | Not enough data | 8.2 (87 reviews) | 

### Database Management Systems (DBMS)

| Product | Score | Reviews |
|---|---|---|
| **Dremio** | N/A | N/A |
| **Snowflake** | 9.2/10 | 111 |

#### Management

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Data dictionary** | Not enough data | 9.0 (87 reviews) | 
| **Data Replication** | Not enough data | 9.1 (88 reviews) | 
| **Query Language** | Not enough data | 9.4 (94 reviews) | 
| **Data Modeling** | Not enough data | 9.0 (92 reviews) | 
| **Performance Analysis** | Not enough data | 9.1 (91 reviews) | 

#### Maintenance

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Data Migration** | Not enough data | 9.3 (90 reviews) | 
| **Backup and Recovery** | Not enough data | 9.0 (90 reviews) | 
| **Multi-User Environment** | Not enough data | 9.3 (93 reviews) | 

#### Security

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Data Encryption** | Not enough data | 9.3 (90 reviews) | 
| **User Access Control** | Not enough data | 9.2 (95 reviews) | 

### Columnar Databases

| Product | Score | Reviews |
|---|---|---|
| **Dremio** | N/A | N/A |
| **Snowflake** | 9.2/10 | 53 |

#### Storage

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Data Model** | Not enough data | 9.2 (46 reviews) | 
| **Data Types** | Not enough data | 9.2 (46 reviews) | 

#### Availability

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Auto Sharding** | Not enough data | 9.1 (41 reviews) | 
| **Auto Recovery** | Not enough data | 9.2 (39 reviews) | 
| **Data Replication** | Not enough data | 9.2 (43 reviews) | 

#### Performance

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Integrated Cache** | Not enough data | 9.2 (46 reviews) | 

#### Security

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Role-Based Authorization** | Not enough data | 9.1 (46 reviews) | 
| **Authentication** | Not enough data | 9.2 (47 reviews) | 
| **Audit Logs** | Not enough data | 9.0 (40 reviews) | 
| **Encryption** | Not enough data | 9.2 (40 reviews) | 

#### Support

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Multi-Model** | Not enough data | 9.3 (38 reviews) | 
| **Operating Systems** | Not enough data | 9.2 (37 reviews) | 

### Data Clean Room

| Product | Score | Reviews |
|---|---|---|
| **Dremio** | N/A | N/A |
| **Snowflake** | 9.2/10 | 28 |

#### Centralized computation

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Centralized Computation** | Not enough data | 9.3 (27 reviews) | 

#### Localized computation

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Localized computation** | Not enough data | 9.0 (26 reviews) | 

### Data as a Service (DaaS)

| Product | Score | Reviews |
|---|---|---|
| **Dremio** | 8.3/10 | 11 |
| **Snowflake** | N/A | N/A |

#### Data Management

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Data Migration** | 8.6 (11 reviews) | Not enough data | 
| **Managing Data** | 8.8 (11 reviews) | Not enough data | 
| **Secured Data Storage** | Feature Not Available | Not enough data | 

#### Data as a Service

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Self-Service Isights** | 7.6 (11 reviews) | Not enough data | 
| **DaaS Quality** | 8.2 (11 reviews) | Not enough data | 

#### Architecture

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Data Fabric Creation** | 8.2 (11 reviews) | Not enough data | 
| **DaaS Architecture** | 8.6 (11 reviews) | Not enough data | 

### Semantic Layer Tools

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

#### Deployment & Integration - Semantic Layer Tools

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Multi-Environment & Multi-Cloud Support** | Not enough data | Not enough data | 
| **Open API & SDK Integration** | Not enough data | Not enough data | 

#### Data Connectivity & Federation - Semantic Layer Tools

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Cross-Source Query Federation** | Not enough data | Not enough data | 
| **Dynamic Schema & Metadata Adaptation** | Not enough data | Not enough data | 

#### Data Modeling & Metrics - Semantic Layer Tools

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Derived & Calculated Metrics** | Not enough data | Not enough data | 
| **Time Intelligence Functions** | Not enough data | Not enough data | 

#### Performance Optimization - Semantic Layer Tools

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Query Caching & Acceleration** | Not enough data | Not enough data | 
| **Adaptive Query Optimization** | Not enough data | Not enough data | 

#### Governance - Semantic Layer Tools

| Feature | Dremio | Snowflake | 
|---|---|---|
| **AI Governance & Observability** | Not enough data | Not enough data | 
| **Metric Lineage for AI Training Data** | Not enough data | Not enough data | 
| **Version Control & Change Impact Analysis** | Not enough data | Not enough data | 

#### Advanced Intelligence - Semantic Layer Tools

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Natural Language Query Interface** | Not enough data | Not enough data | 
| **Semantic Layer for AI/ML Models** | Not enough data | Not enough data | 
| **Recommendation Engine** | Not enough data | Not enough data | 

#### Agentic AI Enablement - Semantic Layer Tools

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Agentic Query Orchestration** | Not enough data | Not enough data | 
| **Contextual Reasoning Layer** | Not enough data | Not enough data | 
| **Workflow Automation via Semantic Agents** | Not enough data | Not enough data | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Dremio** | 8.6/10 | 23 |
| **Snowflake** | 9.1/10 | 120 |

#### Database

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Real-Time Data Collection** | Feature Not Available | 9.0 (101 reviews) | 
| **Data Distribution** | Feature Not Available | 9.3 (104 reviews) | 
| **Data Lake** | Feature Not Available | 9.3 (98 reviews) | 

#### Integrations

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Hadoop Integration** | 9.0 (18 reviews) | 8.7 (79 reviews) | 
| **Spark Integration** | 7.9 (13 reviews) | 8.7 (84 reviews) | 

#### Platform

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Machine Scaling** | 9.1 (20 reviews) | 9.1 (95 reviews) | 
| **Data Preparation** | 8.7 (13 reviews) | 9.0 (100 reviews) | 
| **Spark Integration** | 7.9 (13 reviews) | 8.7 (84 reviews) | 

#### Processing

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Cloud Processing** | 9.1 (19 reviews) | 9.3 (100 reviews) | 
| **Workload Processing** | 8.6 (13 reviews) | 9.1 (98 reviews) | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Dremio** | 8.0/10 | 31 |
| **Snowflake** | 9.0/10 | 109 |

#### Data Transformation

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Real-Time Analytics** | Feature Not Available | 9.2 (95 reviews) | 
| **Data Querying** | 9.2 (25 reviews) | 9.4 (97 reviews) | 

#### Connectivity

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Hadoop Integration** | 8.6 (22 reviews) | 8.6 (82 reviews) | 
| **Spark Integration** | Feature Not Available | 8.7 (83 reviews) | 
| **Multi-Source Analysis** | 8.9 (23 reviews) | 9.1 (86 reviews) | 
| **Data Lake** | 8.9 (26 reviews) | 9.1 (88 reviews) | 

#### Operations

| Feature | Dremio | Snowflake | 
|---|---|---|
| **Data Visualization** | 7.2 (25 reviews) | 8.6 (92 reviews) | 
| **Data Workflow** | 7.1 (25 reviews) | 9.2 (87 reviews) | 
| **Governed Discovery** | 7.8 (27 reviews) | 8.9 (80 reviews) | 
| **Embedded Analytics** | 7.7 (21 reviews) | 8.8 (84 reviews) | 
| **Notebooks** | 7.0 (21 reviews) | 8.8 (84 reviews) | 

### Big Data

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

#### Building Reports

| Feature | Dremio | 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 | Dremio | 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 | 

---
## Categories
**Shared Categories (3):** [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 Warehouse Solutions](https://www.g2.com/categories/data-warehouse)

**Unique to Dremio (2):** [Data as a Service (DaaS) Software](https://www.g2.com/categories/data-as-a-service-daas), [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools)

**Unique to Snowflake (7):** [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), [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 Governance Tools](https://www.g2.com/categories/data-governance-tools)


---
## Reviewer Demographics

### By Company Size

| Segment | Dremio | Snowflake | 
|---|---|---|
| **Small-Business** | 10.9% | 13.1% | 
| **Mid-Market** | 40.6% | 44.7% | 
| **Enterprise** | 48.4% | 42.2% | 

### By Industry

#### Dremio

- **Financial Services:** 25.0%
- **Information Technology and Services:** 10.9%
- **Computer Software:** 7.8%
- **Automotive:** 4.7%
- **Marketing and Advertising:** 4.7%
- **Entertainment:** 3.1%
- **Consumer Services:** 3.1%
- **Construction:** 3.1%
- **Insurance:** 3.1%
- **Oil & Energy:** 3.1%
- **Other:** 31.3%

#### Snowflake

- **Information Technology and Services:** 15.2%
- **Computer Software:** 14.0%
- **Financial Services:** 10.1%
- **Marketing and Advertising:** 4.5%
- **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 Dremio

- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1334 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1226 reviews)
- [Starburst](https://www.g2.com/products/starburst/reviews) — 4.4/5 stars (92 reviews)
- [Denodo](https://www.g2.com/products/denodo/reviews) — 4.3/5 stars (47 reviews)
- [Cloudera](https://www.g2.com/products/cloudera/reviews) — 4.1/5 stars (136 reviews)
- [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) — 4.3/5 stars (402 reviews)
- [Teradata Autonomous Knowledge Platform](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews) — 4.3/5 stars (375 reviews)
- [Azure Synapse Analytics](https://www.g2.com/products/azure-synapse-analytics/reviews) — 4.4/5 stars (38 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (836 reviews)
- [Azure Databricks](https://www.g2.com/products/azure-databricks/reviews) — 4.5/5 stars (238 reviews)

### Alternatives to Snowflake

- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1334 reviews)
- [Cloudera](https://www.g2.com/products/cloudera/reviews) — 4.1/5 stars (136 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1226 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 (836 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (620 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 (1011 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

### Dremio

- Title: [What is a Dremio reflection?](https://www.g2.com/discussions/what-is-a-dremio-reflection) — 1 comment
  > **Top comment:** "Comment deleted by user."

### 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/dremio-vs-snowflake)