# Google Cloud BigQuery vs Snowflake Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Google Cloud BigQuery excels in handling large-scale analytics, with users highlighting its ability to process and validate massive datasets quickly. One user noted that it significantly reduced the time required for data quality and reconciliation workloads, making it a strong choice for data-intensive projects.
- **Users say** that Snowflake's user interface is particularly intuitive, making it easy to navigate and understand database structures. This clear design enhances data visibility, which simplifies reporting and analytics, a feature that many users appreciate for its efficiency in daily operations.
- **Reviewers mention** that Google Cloud BigQuery's serverless architecture allows for effective handling of big datasets without the need for extensive infrastructure management. This capability is especially beneficial for data mining engineers who work with high volumes of structured and semi-structured data.
- **According to verified reviews** , Snowflake's fully managed Software-as-a-Service model significantly reduces development and maintenance efforts. Users value the architectural separation of compute and storage, which allows for more flexible resource management and cost efficiency.
- **G2 reviewers highlight** that while Google Cloud BigQuery has a strong performance in data querying, Snowflake outperforms in ease of use and setup. Users have noted that Snowflake's initial setup is straightforward, which can be a crucial factor for teams looking to get started quickly.
- **Users report** that both platforms have strong data security features, but Snowflake's emphasis on data governance and compliance is particularly noted. Reviewers appreciate its robust security measures, which help ensure data integrity and protection in a cloud environment.



| | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 1,226 | 756 | 
| **Largest Market Segment** | Enterprise (38.4% of reviews) | Mid-Market (44.7% of reviews) | 
| **Entry Level Price** | Free | $2 Compute/Hour | 

---
## Top Pros & Cons

### Google Cloud BigQuery

Pros:
- Ease of Use (129 reviews)
- Speed (126 reviews)

Cons:
- Expensive (112 reviews)
- Query Issues (65 reviews)

### Snowflake

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

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

---
## Ratings Comparison
| Rating | Google Cloud BigQuery | Snowflake | 
|---|---|---|
  | **Meets Requirements** | 8.8 (623 reviews) | 9.1 (578 reviews) | 
  | **Ease of Use** | 8.7 (641 reviews) | 9.0 (616 reviews) | 
  | **Ease of Setup** | 8.7 (413 reviews) | 9.0 (399 reviews) | 
  | **Ease of Admin** | 8.5 (225 reviews) | 8.7 (213 reviews) | 
  | **Quality of Support** | 8.3 (565 reviews) | 8.7 (530 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.6 (219 reviews) | 9.0 (215 reviews) | 
  | **Product Direction (% positive)** | 9.3 (609 reviews) | 9.3 (547 reviews) | 

---
## Pricing

### Google Cloud BigQuery

#### Entry-Level Pricing

Plan: Free

Price: Free

Description: New customers get $300 in free Google Cloud credits to spend on BigQuery with free trial sign-up. 

Key Features:
- 10 GB storage
- Up to 1 TB queries per month

[Browse all 5 editions](https://www.g2.com/products/google-cloud-bigquery/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 |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **Snowflake** | N/A | N/A |

#### Administration

| Feature | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **Data Quality Management** | Not enough data | Not enough data | 
| **Policy Management** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

#### Agentic AI - Data Governance

| Feature | Google Cloud BigQuery | 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 | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.9/10 | 129 |
| **Snowflake** | N/A | N/A |

#### Management

| Feature | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **Reporting** | 8.5 (112 reviews) | Not enough data | 
| **Auditing** | 8.3 (110 reviews) | Not enough data | 

#### Functionality

| Feature | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **Extraction** | 8.9 (111 reviews) | Not enough data | 
| **Transformation** | 9.0 (114 reviews) | Not enough data | 
| **Loading** | 8.9 (115 reviews) | Not enough data | 
| **Automation** | 8.8 (115 reviews) | Not enough data | 
| **Scalability** | 9.3 (113 reviews) | Not enough data | 

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **Snowflake** | 9.2/10 | 14 |

#### Deployment

| Feature | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **Snowflake** | 8.7/10 | 39 |

#### System

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

#### Model Development

| Feature | Google Cloud BigQuery | 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 | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **Feature Engineering** | Not enough data | 8.8 (29 reviews) | 

#### Machine/Deep Learning Services

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

#### Deployment

| Feature | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 |
|---|---|---|
| **Google Cloud BigQuery** | 8.6/10 | 272 |
| **Snowflake** | 8.8/10 | 289 |

#### Data Management

| Feature | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **Data Integration** | 8.9 (217 reviews) ✓ Verified | 9.1 (218 reviews) ✓ Verified | 
| **Data Compression** | 8.2 (198 reviews) ✓ Verified | 8.9 (181 reviews) ✓ Verified | 
| **Data Quality** | 8.8 (206 reviews) ✓ Verified | 9.1 (193 reviews) ✓ Verified | 
| **Built-In Data Analytics** | 8.5 (209 reviews) ✓ Verified | 8.4 (190 reviews) ✓ Verified | 
| **In-Database Machine Learning** | 8.2 (192 reviews) ✓ Verified | 8.2 (169 reviews) ✓ Verified | 
| **Data Lake Analytics** | 8.6 (189 reviews) ✓ Verified | 8.7 (169 reviews) ✓ Verified | 

#### Integration

| Feature | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **AI/ ML Integration** | 8.4 (193 reviews) ✓ Verified | 8.4 (169 reviews) ✓ Verified | 
| **BI Tool Integration** | 8.5 (206 reviews) ✓ Verified | 9.0 (205 reviews) ✓ Verified | 
| **Data lake Integration** | 8.5 (189 reviews) ✓ Verified | 8.9 (173 reviews) ✓ Verified | 

#### Deployment

| Feature | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **On-Premise** | 7.7 (175 reviews) ✓ Verified | 7.8 (148 reviews) ✓ Verified | 
| **Cloud** | 9.1 (217 reviews) ✓ Verified | 9.3 (213 reviews) ✓ Verified | 

#### Performance 

| Feature | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **Scalability** | 9.1 (228 reviews) ✓ Verified | 9.4 (227 reviews) ✓ Verified | 

#### Security

| Feature | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **Data Governance** | 8.8 (197 reviews) ✓ Verified | 8.9 (194 reviews) ✓ Verified | 
| **Data Security** | 9.1 (204 reviews) ✓ Verified | 9.1 (201 reviews) ✓ Verified | 

#### Generative AI

| Feature | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **AI Text Generation** | 7.5 (115 reviews) | 8.1 (89 reviews) | 
| **AI Text Summarization** | 7.6 (112 reviews) | 8.2 (87 reviews) | 

### Database Management Systems (DBMS)

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **Snowflake** | 9.2/10 | 111 |

#### Management

| Feature | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 |
|---|---|---|
| **Google Cloud BigQuery** | 8.7/10 | 77 |
| **Snowflake** | 9.2/10 | 53 |

#### Storage

| Feature | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **Data Model** | 9.0 (65 reviews) | 9.2 (46 reviews) | 
| **Data Types** | 8.7 (65 reviews) | 9.2 (46 reviews) | 

#### Availability

| Feature | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **Auto Sharding** | 8.3 (57 reviews) | 9.1 (41 reviews) | 
| **Auto Recovery** | 8.5 (61 reviews) | 9.2 (39 reviews) | 
| **Data Replication** | 8.5 (63 reviews) | 9.2 (43 reviews) | 

#### Performance

| Feature | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **Integrated Cache** | 8.5 (60 reviews) | 9.2 (46 reviews) | 

#### Security

| Feature | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **Role-Based Authorization** | 8.7 (66 reviews) | 9.1 (46 reviews) | 
| **Authentication** | 8.7 (64 reviews) | 9.2 (47 reviews) | 
| **Audit Logs** | 8.4 (65 reviews) | 9.0 (40 reviews) | 
| **Encryption** | 8.6 (60 reviews) | 9.2 (40 reviews) | 

#### Support

| Feature | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **Multi-Model** | 8.6 (61 reviews) | 9.3 (38 reviews) | 
| **Operating Systems** | 8.8 (61 reviews) | 9.2 (37 reviews) | 

### Data Clean Room

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.9/10 | 25 |
| **Snowflake** | 9.2/10 | 28 |

#### Centralized computation

| Feature | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **Centralized Computation** | 8.7 (19 reviews) | 9.3 (27 reviews) | 

#### Localized computation

| Feature | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **Localized computation** | 8.1 (20 reviews) | 9.0 (26 reviews) | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.6/10 | 81 |
| **Snowflake** | N/A | N/A |

#### Statistical Tool

| Feature | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **Scripting** | 8.6 (74 reviews) | Not enough data | 
| **Data Mining** | 8.9 (74 reviews) | Not enough data | 
| **Algorithms** | 8.8 (76 reviews) | Not enough data | 

#### Data Analysis

| Feature | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **Analysis** | 9.2 (75 reviews) | Not enough data | 
| **Data Interaction** | 9.0 (75 reviews) | Not enough data | 

#### Decision Making

| Feature | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **Modeling** | 8.8 (76 reviews) | Not enough data | 
| **Data Visualizations** | 8.7 (73 reviews) | Not enough data | 
| **Report Generation** | 8.7 (76 reviews) | Not enough data | 
| **Data Unification** | 8.7 (73 reviews) | Not enough data | 

#### Generative AI

| Feature | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **AI Text Generation** | 7.5 (46 reviews) | Not enough data | 
| **AI Text Summarization** | 7.6 (46 reviews) | Not enough data | 

### Marketing Analytics

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.9/10 | 71 |
| **Snowflake** | N/A | N/A |

#### Marketing Operations

| Feature | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **ROI Tracking** | 8.8 (62 reviews) | Not enough data | 
| **Data Collection** | 9.2 (61 reviews) | Not enough data | 
| **Customer Insights** | 8.9 (61 reviews) | Not enough data | 
| **Multi-User Access** | 9.3 (62 reviews) | Not enough data | 
| **Spend Management** | 8.8 (60 reviews) | Not enough data | 
| **White Label** | 8.4 (59 reviews) | Not enough data | 

#### Campaign Activity

| Feature | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **Campaign Insights** | 9.0 (64 reviews) | Not enough data | 
| **Reports and Dashboards** | 9.4 (64 reviews) | Not enough data | 
| **Campaign Stickiness** | 8.6 (61 reviews) | Not enough data | 
| **Multichannel Tracking** | 9.2 (58 reviews) | Not enough data | 
| **Brand Optimization** | 8.8 (59 reviews) | Not enough data | 
| **Predictive Analytics** | 9.0 (61 reviews) | Not enough data | 

#### Agentic AI - Marketing Analytics

| Feature | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **Autonomous Task Execution** | 8.5 (12 reviews) | Not enough data | 
| **Cross-system Integration** | 9.5 (13 reviews) | Not enough data | 
| **Proactive Assistance** | 8.2 (12 reviews) | Not enough data | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.7/10 | 207 |
| **Snowflake** | 9.1/10 | 120 |

#### Database

| Feature | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **Real-Time Data Collection** | 8.7 (164 reviews) | 9.0 (101 reviews) | 
| **Data Distribution** | 8.9 (162 reviews) | 9.3 (104 reviews) | 
| **Data Lake** | 8.7 (157 reviews) | 9.3 (98 reviews) | 

#### Integrations

| Feature | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **Hadoop Integration** | 8.2 (125 reviews) | 8.7 (79 reviews) | 
| **Spark Integration** | 8.4 (122 reviews) | 8.7 (84 reviews) | 

#### Platform

| Feature | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **Machine Scaling** | 8.8 (139 reviews) | 9.1 (95 reviews) | 
| **Data Preparation** | 8.8 (154 reviews) | 9.0 (100 reviews) | 
| **Spark Integration** | 8.4 (122 reviews) | 8.7 (84 reviews) | 

#### Processing

| Feature | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **Cloud Processing** | 9.2 (157 reviews) | 9.3 (100 reviews) | 
| **Workload Processing** | 9.0 (150 reviews) | 9.1 (98 reviews) | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.5/10 | 322 |
| **Snowflake** | 9.0/10 | 109 |

#### Data Transformation

| Feature | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **Real-Time Analytics** | 8.8 (278 reviews) | 9.2 (95 reviews) | 
| **Data Querying** | 9.3 (287 reviews) | 9.4 (97 reviews) | 

#### Connectivity

| Feature | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **Hadoop Integration** | 8.0 (244 reviews) | 8.6 (82 reviews) | 
| **Spark Integration** | 8.1 (243 reviews) | 8.7 (83 reviews) | 
| **Multi-Source Analysis** | 8.7 (272 reviews) | 9.1 (86 reviews) | 
| **Data Lake** | 8.7 (263 reviews) | 9.1 (88 reviews) | 

#### Operations

| Feature | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **Data Visualization** | 8.4 (272 reviews) | 8.6 (92 reviews) | 
| **Data Workflow** | 8.6 (270 reviews) | 9.2 (87 reviews) | 
| **Governed Discovery** | 8.3 (248 reviews) | 8.9 (80 reviews) | 
| **Embedded Analytics** | 8.4 (255 reviews) | 8.8 (84 reviews) | 
| **Notebooks** | 8.5 (247 reviews) | 8.8 (84 reviews) | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **Snowflake** | N/A | N/A |

#### Building Reports

| Feature | Google Cloud BigQuery | 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 | Google Cloud BigQuery | 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 (6):** [Columnar Databases](https://www.g2.com/categories/columnar-databases), [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 Warehouse Solutions](https://www.g2.com/categories/data-warehouse), [Data Clean Room Software](https://www.g2.com/categories/data-clean-room)

**Unique to Google Cloud BigQuery (3):** [ETL Tools](https://www.g2.com/categories/etl-tools), [Marketing Analytics Software](https://www.g2.com/categories/marketing-analytics), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics)

**Unique to Snowflake (4):** [MLOps Platforms](https://www.g2.com/categories/mlops-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 | Google Cloud BigQuery | Snowflake | 
|---|---|---|
| **Small-Business** | 27.5% | 13.1% | 
| **Mid-Market** | 34.1% | 44.7% | 
| **Enterprise** | 38.4% | 42.2% | 

### By Industry

#### Google Cloud BigQuery

- **Information Technology and Services:** 15.1%
- **Computer Software:** 13.7%
- **Retail:** 7.1%
- **Financial Services:** 6.6%
- **Marketing and Advertising:** 5.2%
- **Consulting:** 3.5%
- **Telecommunications:** 2.8%
- **Banking:** 2.6%
- **Computer & Network Security:** 2.3%
- **Hospital & Health Care:** 2.0%
- **Other:** 39.1%

#### 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 Google Cloud BigQuery

- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1335 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)
- [Rocket Vertica](https://www.g2.com/products/rocket-vertica/reviews) — 4.3/5 stars (216 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (860 reviews)
- [IBM Db2](https://www.g2.com/products/ibm-db2/reviews) — 4.1/5 stars (682 reviews)
- [Qubole](https://www.g2.com/products/qubole/reviews) — 4.0/5 stars (259 reviews)
- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2284 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (620 reviews)

### Alternatives to Snowflake

- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1335 reviews)
- [Cloudera](https://www.g2.com/products/cloudera/reviews) — 4.1/5 stars (136 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 (860 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 (1014 reviews)
- [Rocket Vertica](https://www.g2.com/products/rocket-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)
- [IBM Db2](https://www.g2.com/products/ibm-db2/reviews) — 4.1/5 stars (682 reviews)

---
## Top Discussions

### Google Cloud BigQuery

- Title: [Is Big Query free?](https://www.g2.com/discussions/is-big-query-free) — 3 comments, 1 upvote
  > **Top comment:** "my cloud software store "
- Title: [Is BigQuery part of Google Cloud Platform?](https://www.g2.com/discussions/is-bigquery-part-of-google-cloud-platform) — 2 comments, 2 upvotes
  > **Top comment:** "Yes, bigquery is part of google cloud platform."
- Title: [What is Google BigQuery based on?](https://www.g2.com/discussions/what-is-google-bigquery-based-on) — 1 comment
  > **Top comment:** "Dremel: The Execution Engine
Colossus: Distributed Storage
Borg: Compute
Jupiter: The Network
"
- Title: [What is Google BigQuery used for?](https://www.g2.com/discussions/what-is-google-bigquery-used-for) — 1 comment
  > **Top comment:** "BigQuery is a powerful tool for organizations that need to analyze large datasets quickly and effectively and can be used for a variety of purposes depending..."
- Title: [When we can integrate](https://www.g2.com/discussions/when-we-can-integrate) — 1 comment, 1 upvote
  > **Top comment:** "Hi Pankaj, what kind of integration do you want to make?"

### 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/google-cloud-bigquery-vs-snowflake)