# Snowflake vs Starburst 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.
- **Users say** that Snowflake's fully managed Software-as-a-Service model significantly reduces development and maintenance efforts, making it a preferred choice for teams looking to streamline their operations. In contrast, Starburst, while offering good query performance, does not match the same level of ease in setup and management.
- **Reviewers mention** that Snowflake's architectural separation of compute and storage is a game-changer, allowing for better scalability and cost management. This feature is particularly highlighted by users who find it beneficial for handling large datasets efficiently.
- **According to verified reviews** , Starburst shines in its **support team** , which is described as very helpful and informative. Users appreciate the assistance they receive, especially when navigating complex query execution plans and data governance features.
- **G2 reviewers highlight** that Snowflake's data visibility and reporting capabilities are superior, with users noting that the platform enhances their ability to generate clear and insightful analytics. This is a significant advantage for teams that rely heavily on data-driven decision-making.
- **Users report** that while Starburst offers valuable features like query lineage and audit capabilities, it struggles to compete with Snowflake's overall satisfaction ratings and user-friendly design. Many users find Snowflake's integration with other tools to be seamless, further enhancing its appeal.



| | Snowflake | Starburst | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 754 | 92 | 
| **Largest Market Segment** | Mid-Market (44.7% of reviews) | Enterprise (47.8% of reviews) | 
| **Entry Level Price** | $2 Compute/Hour | No pricing available | 

---
## Top Pros & Cons

### Snowflake

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

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

### Starburst

Pros:
- Fast Querying (20 reviews)
- Query Efficiency (18 reviews)

Cons:
- Query Issues (14 reviews)
- Slow Performance (13 reviews)

---
## Ratings Comparison
| Rating | Snowflake | Starburst | 
|---|---|---|
  | **Meets Requirements** | 9.1 (576 reviews) | 8.8 (83 reviews) | 
  | **Ease of Use** | 9.0 (614 reviews) | 9.1 (84 reviews) | 
  | **Ease of Setup** | 8.9 (398 reviews) | 8.5 (75 reviews) | 
  | **Ease of Admin** | 8.7 (213 reviews) | 8.5 (45 reviews) | 
  | **Quality of Support** | 8.7 (529 reviews) | 9.1 (83 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.0 (215 reviews) | 9.0 (43 reviews) | 
  | **Product Direction (% positive)** | 9.3 (545 reviews) | 9.9 (82 reviews) | 

---
## Pricing

### 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

### Starburst

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Data Governance

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

#### Administration

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

#### Generative AI

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

#### Agentic AI - Data Governance

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

#### Deployment

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

#### Deployment

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

#### Management

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

#### Operations

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

#### Management

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

#### Generative AI

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

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Snowflake** | 8.7/10 | 39 |
| **Starburst** | N/A | N/A |

#### System

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

#### Model Development

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

#### Model Development

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

#### Machine/Deep Learning Services

| Feature | Snowflake | Starburst | 
|---|---|---|
| **Computer Vision** | 8.6 (29 reviews) | Not enough data | 
| **Natural Language Processing** | 8.7 (31 reviews) | Not enough data | 
| **Natural Language Generation** | 8.4 (29 reviews) | Not enough data | 
| **Artificial Neural Networks** | 8.4 (28 reviews) | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Snowflake | Starburst | 
|---|---|---|
| **Natural Language Understanding** | 8.6 (29 reviews) | Not enough data | 
| **Deep Learning** | 8.6 (26 reviews) | Not enough data | 

#### Deployment

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

#### Generative AI

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

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

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

### Data Warehouse

| Product | Score | Reviews |
|---|---|---|
| **Snowflake** | 8.8/10 | 287 |
| **Starburst** | 8.1/10 | 24 |

#### Data Management

| Feature | Snowflake | Starburst | 
|---|---|---|
| **Data Integration** | 9.1 (217 reviews) ✓ Verified | 8.5 (20 reviews) | 
| **Data Compression** | 8.9 (180 reviews) ✓ Verified | 8.2 (20 reviews) | 
| **Data Quality** | 9.1 (192 reviews) ✓ Verified | 7.8 (21 reviews) | 
| **Built-In Data Analytics** | 8.4 (189 reviews) ✓ Verified | 8.1 (17 reviews) | 
| **In-Database Machine Learning** | 8.2 (168 reviews) ✓ Verified | 7.1 (18 reviews) | 
| **Data Lake Analytics** | 8.7 (168 reviews) ✓ Verified | 8.3 (19 reviews) | 

#### Integration

| Feature | Snowflake | Starburst | 
|---|---|---|
| **AI/ ML Integration** | 8.4 (168 reviews) ✓ Verified | 7.7 (17 reviews) | 
| **BI Tool Integration** | 9.1 (204 reviews) ✓ Verified | 8.8 (21 reviews) | 
| **Data lake Integration** | 8.9 (172 reviews) ✓ Verified | 9.0 (22 reviews) | 

#### Deployment

| Feature | Snowflake | Starburst | 
|---|---|---|
| **On-Premise** | 7.8 (147 reviews) ✓ Verified | 7.6 (18 reviews) | 
| **Cloud** | 9.3 (212 reviews) ✓ Verified | 8.8 (19 reviews) | 

#### Performance 

| Feature | Snowflake | Starburst | 
|---|---|---|
| **Scalability** | 9.4 (225 reviews) ✓ Verified | 9.0 (22 reviews) | 

#### Security

| Feature | Snowflake | Starburst | 
|---|---|---|
| **Data Governance** | 8.9 (193 reviews) ✓ Verified | 7.5 (20 reviews) | 
| **Data Security** | 9.1 (200 reviews) ✓ Verified | 8.4 (21 reviews) | 

#### Generative AI

| Feature | Snowflake | Starburst | 
|---|---|---|
| **AI Text Generation** | 8.1 (88 reviews) | 6.1 (9 reviews) | 
| **AI Text Summarization** | 8.2 (86 reviews) | 5.9 (9 reviews) | 

### Database Management Systems (DBMS)

| Product | Score | Reviews |
|---|---|---|
| **Snowflake** | 9.2/10 | 110 |
| **Starburst** | N/A | N/A |

#### Management

| Feature | Snowflake | Starburst | 
|---|---|---|
| **Data dictionary** | 9.0 (86 reviews) | Not enough data | 
| **Data Replication** | 9.2 (87 reviews) | Not enough data | 
| **Query Language** | 9.4 (93 reviews) | Not enough data | 
| **Data Modeling** | 9.0 (91 reviews) | Not enough data | 
| **Performance Analysis** | 9.1 (90 reviews) | Not enough data | 

#### Maintenance

| Feature | Snowflake | Starburst | 
|---|---|---|
| **Data Migration** | 9.3 (89 reviews) | Not enough data | 
| **Backup and Recovery** | 9.0 (89 reviews) | Not enough data | 
| **Multi-User Environment** | 9.3 (92 reviews) | Not enough data | 

#### Security

| Feature | Snowflake | Starburst | 
|---|---|---|
| **Data Encryption** | 9.3 (89 reviews) | Not enough data | 
| **User Access Control** | 9.3 (94 reviews) | Not enough data | 

### Columnar Databases

| Product | Score | Reviews |
|---|---|---|
| **Snowflake** | 9.2/10 | 52 |
| **Starburst** | N/A | N/A |

#### Storage

| Feature | Snowflake | Starburst | 
|---|---|---|
| **Data Model** | 9.2 (45 reviews) | Not enough data | 
| **Data Types** | 9.2 (45 reviews) | Not enough data | 

#### Availability

| Feature | Snowflake | Starburst | 
|---|---|---|
| **Auto Sharding** | 9.1 (40 reviews) | Not enough data | 
| **Auto Recovery** | 9.2 (38 reviews) | Not enough data | 
| **Data Replication** | 9.2 (42 reviews) | Not enough data | 

#### Performance

| Feature | Snowflake | Starburst | 
|---|---|---|
| **Integrated Cache** | 9.2 (45 reviews) | Not enough data | 

#### Security

| Feature | Snowflake | Starburst | 
|---|---|---|
| **Role-Based Authorization** | 9.1 (45 reviews) | Not enough data | 
| **Authentication** | 9.2 (46 reviews) | Not enough data | 
| **Audit Logs** | 8.9 (39 reviews) | Not enough data | 
| **Encryption** | 9.2 (39 reviews) | Not enough data | 

#### Support

| Feature | Snowflake | Starburst | 
|---|---|---|
| **Multi-Model** | 9.2 (37 reviews) | Not enough data | 
| **Operating Systems** | 9.2 (36 reviews) | Not enough data | 

### Data Clean Room

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

#### Centralized computation

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

#### Localized computation

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

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Snowflake** | 9.1/10 | 120 |
| **Starburst** | 8.3/10 | 58 |

#### Database

| Feature | Snowflake | Starburst | 
|---|---|---|
| **Real-Time Data Collection** | 9.0 (101 reviews) | 8.0 (51 reviews) | 
| **Data Distribution** | 9.3 (104 reviews) | 9.0 (48 reviews) | 
| **Data Lake** | 9.3 (98 reviews) | 8.4 (49 reviews) | 

#### Integrations

| Feature | Snowflake | Starburst | 
|---|---|---|
| **Hadoop Integration** | 8.7 (79 reviews) | 8.5 (37 reviews) | 
| **Spark Integration** | 8.7 (84 reviews) | 8.3 (40 reviews) | 

#### Platform

| Feature | Snowflake | Starburst | 
|---|---|---|
| **Machine Scaling** | 9.1 (95 reviews) | 8.3 (41 reviews) | 
| **Data Preparation** | 9.0 (100 reviews) | 8.2 (38 reviews) | 
| **Spark Integration** | 8.7 (84 reviews) | 8.3 (40 reviews) | 

#### Processing

| Feature | Snowflake | Starburst | 
|---|---|---|
| **Cloud Processing** | 9.3 (100 reviews) | 7.9 (39 reviews) | 
| **Workload Processing** | 9.1 (98 reviews) | 8.2 (41 reviews) | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Snowflake** | 9.0/10 | 108 |
| **Starburst** | 8.1/10 | 61 |

#### Data Transformation

| Feature | Snowflake | Starburst | 
|---|---|---|
| **Real-Time Analytics** | 9.2 (94 reviews) | 7.9 (44 reviews) | 
| **Data Querying** | 9.4 (96 reviews) | 9.1 (53 reviews) | 

#### Connectivity

| Feature | Snowflake | Starburst | 
|---|---|---|
| **Hadoop Integration** | 8.6 (81 reviews) | 8.6 (44 reviews) | 
| **Spark Integration** | 8.7 (82 reviews) | Feature Not Available | 
| **Multi-Source Analysis** | 9.1 (85 reviews) | 8.9 (48 reviews) | 
| **Data Lake** | 9.1 (87 reviews) | 9.1 (42 reviews) | 

#### Operations

| Feature | Snowflake | Starburst | 
|---|---|---|
| **Data Visualization** | 8.6 (91 reviews) | 7.9 (43 reviews) | 
| **Data Workflow** | 9.2 (86 reviews) | 7.9 (37 reviews) | 
| **Governed Discovery** | 8.9 (79 reviews) | 7.4 (34 reviews) | 
| **Embedded Analytics** | 8.8 (83 reviews) | 7.3 (33 reviews) | 
| **Notebooks** | 8.8 (83 reviews) | 6.9 (31 reviews) | 

### Big Data

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

#### Building Reports

| Feature | Snowflake | Starburst | 
|---|---|---|
| **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 | Snowflake | Starburst | 
|---|---|---|
| **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 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 | Snowflake | Starburst | 
|---|---|---|
| **Small-Business** | 13.1% | 29.3% | 
| **Mid-Market** | 44.7% | 22.8% | 
| **Enterprise** | 42.2% | 47.8% | 

### By Industry

#### Snowflake

- **Information Technology and Services:** 15.2%
- **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:** 39.4%

#### Starburst

- **Information Technology and Services:** 13.0%
- **Financial Services:** 12.0%
- **Banking:** 9.8%
- **Computer Software:** 7.6%
- **Retail:** 6.5%
- **Hospital & Health Care:** 4.3%
- **Telecommunications:** 3.3%
- **Internet:** 3.3%
- **Marketing and Advertising:** 3.3%
- **Insurance:** 2.2%
- **Other:** 34.8%

---
## Alternatives

### Alternatives to Snowflake

- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (804 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 (1225 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 (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 (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)

### Alternatives to Starburst

- [Dremio](https://www.g2.com/products/dremio/reviews) — 4.6/5 stars (70 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (804 reviews)
- [Denodo](https://www.g2.com/products/denodo/reviews) — 4.3/5 stars (47 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1225 reviews)
- [Teradata Autonomous Knowledge Platform](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews) — 4.3/5 stars (375 reviews)
- [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) — 4.3/5 stars (402 reviews)
- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2284 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (817 reviews)
- [Posit Team](https://www.g2.com/products/posit-team/reviews) — 4.5/5 stars (570 reviews)
- [MATLAB](https://www.g2.com/products/matlab/reviews) — 4.5/5 stars (771 reviews)

---
## Top Discussions

### 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..."

### Starburst

No discussions available for this product.

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/snowflake-vs-starburst)