# Google Cloud BigQuery vs SAS Viya Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Google Cloud BigQuery excels in scalability and performance, allowing users to manage vast amounts of data without compromising query speed. One user highlighted its AI features, stating it transforms the data warehouse experience, making it feel more user-friendly.
- **Users say** SAS Viya offers a strong balance between usability and functionality, particularly for those who prefer a no-code approach. Reviewers appreciate the ability to generate automated reports and gain insights without extensive coding, making it accessible for a wider range of users.
- **According to verified reviews** , Google Cloud BigQuery stands out for its seamless integration capabilities, connecting effortlessly with various services, both on-premises and cloud-based. This flexibility is a significant advantage for organizations looking to streamline their data workflows.
- **Reviewers mention** that SAS Viya's initial setup is straightforward, which can be a crucial factor for teams looking to get started quickly. Users have praised the ease of usability and the proven track record of the platform, making it a reliable choice for data analysis.
- **G2 reviewers highlight** that while both products offer quality support, Google Cloud BigQuery has received slightly higher satisfaction ratings in this area. Users appreciate the responsive support, which enhances their overall experience with the platform.
- **Users report** that Google Cloud BigQuery's advanced data analysis capabilities, such as its high scores in data interaction and modeling, provide a robust environment for complex analytics. In contrast, SAS Viya shines in data visualization, with users noting its effective tools for creating insightful visual representations of data.



| | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 1,226 | 801 | 
| **Largest Market Segment** | Enterprise (38.4% of reviews) | Small-Business (34.4% of reviews) | 
| **Entry Level Price** | Free | No pricing available | 

---
## Top Pros & Cons

### Google Cloud BigQuery

Pros:
- Ease of Use (127 reviews)
- Speed (124 reviews)

Cons:
- Expensive (111 reviews)
- Query Issues (64 reviews)

### SAS Viya

Pros:
- Ease of Use (234 reviews)
- Features (175 reviews)

Cons:
- Learning Difficulty (105 reviews)
- Complexity (103 reviews)

---
## Ratings Comparison
| Rating | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
  | **Meets Requirements** | 8.8 (623 reviews) | 8.5 (552 reviews) | 
  | **Ease of Use** | 8.7 (641 reviews) | 8.2 (640 reviews) | 
  | **Ease of Setup** | 8.7 (413 reviews) | 8.0 (490 reviews) | 
  | **Ease of Admin** | 8.5 (225 reviews) | 7.6 (157 reviews) | 
  | **Quality of Support** | 8.3 (565 reviews) | 8.3 (522 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.6 (219 reviews) | 8.2 (160 reviews) | 
  | **Product Direction (% positive)** | 9.3 (609 reviews) | 8.9 (548 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

### SAS Viya

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **SAS Viya** | 8.2/10 | 332 |

#### Reports

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Reports Interface** | Not enough data | 8.4 (262 reviews) | 
| **Steps to Answer** | Not enough data | 8.1 (239 reviews) | 
| **Graphs and Charts** | Not enough data | 8.5 (246 reviews) | 
| **Score Cards** | Not enough data | 8.1 (236 reviews) | 
| **Dashboards** | Not enough data | 8.5 (240 reviews) | 

#### Data Preparation

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Connectors** | Not enough data | 8.4 (214 reviews) | 
| **Data Governance** | Not enough data | 8.4 (214 reviews) | 

#### Data Modeling and Blending

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Data Querying** | Not enough data | 8.5 (212 reviews) | 
| **Data Filtering** | Not enough data | 8.7 (211 reviews) | 
| **Data Blending** | Not enough data | 8.5 (214 reviews) | 

#### Generative AI

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **AI Text Generation** | Not enough data | Feature Not Available | 
| **AI Text Summarization** | Not enough data | Feature Not Available | 

#### Agentic AI - Analytics Platforms

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.9 (96 reviews) | 
| **Multi-step Planning** | Not enough data | 7.9 (94 reviews) | 
| **Cross-system Integration** | Not enough data | 8.1 (95 reviews) | 
| **Adaptive Learning** | Not enough data | 8.1 (93 reviews) | 
| **Natural Language Interaction** | Not enough data | 8.0 (93 reviews) | 
| **Proactive Assistance** | Not enough data | 7.7 (93 reviews) | 
| **Decision Making** | Not enough data | 8.1 (92 reviews) | 

#### Self Service 

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Calculated Fields** | Not enough data | 8.3 (234 reviews) | 
| **Data Column Filtering** | Not enough data | 8.4 (234 reviews) | 
| **Data Discovery** | Not enough data | 8.5 (236 reviews) | 
| **Search** | Not enough data | 8.1 (231 reviews) | 
| **Collaboration / Workflow** | Not enough data | 8.1 (233 reviews) | 
| **Automodeling** | Not enough data | 8.3 (228 reviews) | 

#### Deployment & Integration - Analytics Platforms

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **No-code Dashboard Builder** | Not enough data | 8.4 (97 reviews) | 
| **Report Scheduling and Automation** | Not enough data | 8.4 (95 reviews) | 
| **Embedded Analytics and White-labeling** | Not enough data | 8.2 (91 reviews) | 
| **Data Source Connectivity** | Not enough data | 8.4 (95 reviews) | 

#### Advanced Analytics

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Predictive Analytics** | Not enough data | 8.5 (240 reviews) | 
| **Data Visualization** | Not enough data | 8.8 (240 reviews) | 
| **Big Data Services** | Not enough data | 8.6 (244 reviews) | 

#### Performance & Scalability - Analytics Platforms

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Large data handling and Query Speed** | Not enough data | 8.5 (118 reviews) | 
| **Concurrent User Support** | Not enough data | 8.4 (96 reviews) | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Data Modeling and Governance** | Not enough data | 8.5 (99 reviews) | 
| **Notebook and Script Integration** | Not enough data | 8.4 (103 reviews) | 
| **Built-in Predictive and Statistical Models** | Not enough data | 8.6 (101 reviews) | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Auto-generated Insights and Narratives** | Not enough data | 7.9 (93 reviews) | 
| **Natural Language Queries** | Not enough data | 8.0 (91 reviews) | 
| **Proactive KPI Monitoring and Alerts** | Not enough data | 8.1 (90 reviews) | 
| **AI Agents for Analytical Follow-ups** | Not enough data | 7.9 (90 reviews) | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Not enough data | 8.1 (91 reviews) | 
| **Role-based Insight Personalization** | Not enough data | 8.0 (90 reviews) | 
| **Conversational and Prompt-based Analytics** | Not enough data | 7.9 (92 reviews) | 

#### Building Reports

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Data Transformation** | Not enough data | 8.6 (207 reviews) | 
| **Data Modeling** | Not enough data | 8.5 (201 reviews) | 
| **WYSIWYG Report Design** | Not enough data | 7.8 (197 reviews) | 
| **Integration APIs** | Not enough data | 8.0 (200 reviews) | 

### Data Preparation

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **SAS Viya** | 8.5/10 | 130 |

#### Data Source Access

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Breadth of Data Sources** | Not enough data | 8.6 (117 reviews) | 
| **Ease of Data Connectivity** | Not enough data | 8.4 (119 reviews) | 
| **API Connectivity** | Not enough data | 8.2 (114 reviews) | 

#### Data Interaction

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Profiling and Classification** | Not enough data | 8.5 (115 reviews) | 
| **Metadata Management** | Not enough data | 8.2 (114 reviews) | 
| **Data Modeling** | Not enough data | 8.5 (114 reviews) | 
| **Data Joining** | Not enough data | 8.8 (113 reviews) | 
| **Data Blending** | Not enough data | 8.8 (114 reviews) | 
| **Data Quality and Cleansing** | Not enough data | 8.8 (115 reviews) | 
| **Data Sharing** | Not enough data | 8.4 (112 reviews) | 
| **Data Governance** | Not enough data | 8.5 (113 reviews) | 

#### Data Exporting

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Breadth of Integrations** | Not enough data | 8.4 (114 reviews) | 
| **Ease of Integrations** | Not enough data | 8.3 (115 reviews) | 
| **Data Workflows** | Not enough data | 8.5 (111 reviews) | 

#### Generative AI

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **AI Text Generation** | Not enough data | Feature Not Available | 

### Event Stream Processing

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **SAS Viya** | 8.3/10 | 18 |

#### Data

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Data Processing** | Not enough data | 8.6 (12 reviews) | 
| **Data Sources** | Not enough data | 8.6 (12 reviews) | 
| **Integration** | Not enough data | 8.2 (13 reviews) | 
| **Real-Time Processing** | Not enough data | 8.5 (12 reviews) | 

#### Analytics

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Reporting & Analytics** | Not enough data | 7.9 (12 reviews) | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **SAS Viya** | 8.6/10 | 33 |

#### Administration

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Data Modelling** | Not enough data | 8.5 (26 reviews) | 
| **Recommendations** | Not enough data | 8.5 (25 reviews) | 
| **Workflow Management** | Not enough data | 8.3 (25 reviews) | 
| **Dashboards and Visualizations** | Not enough data | 8.8 (27 reviews) | 

#### Management

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Business Glossary** | Not enough data | 8.2 (26 reviews) | 
| **Data Discovery** | Not enough data | 8.5 (26 reviews) | 
| **Data Profililng** | Not enough data | 8.7 (26 reviews) | 
| **Reporting and Visualization** | Not enough data | 9.0 (24 reviews) | 
| **Data Lineage** | Not enough data | 7.9 (26 reviews) | 

#### Compliance

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Sensitive Data Compliance** | Not enough data | 8.5 (25 reviews) | 
| **Training and Guidelines** | Not enough data | Feature Not Available | 
| **Policy Enforcement** | Not enough data | 8.4 (25 reviews) | 
| **Compliance Monitoring** | Not enough data | 8.6 (25 reviews) | 

#### Security

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Access Control** | Not enough data | 8.7 (26 reviews) | 
| **Roles Management** | Not enough data | 8.3 (23 reviews) | 
| **Compliance Management** | Not enough data | Feature Not Available | 

#### Data Quality

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Data Preparation** | Not enough data | 8.6 (27 reviews) | 
| **Data Distribution** | Not enough data | 8.6 (25 reviews) | 
| **Data Unification** | Not enough data | 8.5 (26 reviews) | 

#### Maintainence

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Data Quality Management** | Not enough data | 8.4 (24 reviews) | 
| **Policy Management** | Not enough data | Feature Not Available | 

#### Generative AI

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **AI Text Generation** | Not enough data | 7.9 (25 reviews) | 
| **AI Text Summarization** | Not enough data | 8.0 (25 reviews) | 

#### Agentic AI - Data Governance

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 9.0 (7 reviews) | 
| **Multi-step Planning** | Not enough data | 9.5 (7 reviews) | 
| **Cross-system Integration** | Not enough data | 9.5 (7 reviews) | 
| **Adaptive Learning** | Not enough data | 9.5 (7 reviews) | 
| **Natural Language Interaction** | Not enough data | 9.0 (7 reviews) | 
| **Decision Making** | Not enough data | 9.5 (7 reviews) | 

### Statistical Analysis

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **SAS Viya** | 8.9/10 | 149 |

#### Administration

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Quality Control** | Not enough data | 8.9 (136 reviews) | 
| **Data Sampling** | Not enough data | 8.9 (140 reviews) | 
| **Collaboration** | Not enough data | 8.8 (137 reviews) | 

#### Capabilities

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Data Visualization** | Not enough data | 9.3 (145 reviews) | 
| **Survival Analysis** | Not enough data | 8.9 (140 reviews) | 
| **Risk Data Attributes** | Not enough data | 8.7 (137 reviews) | 
| **Cost Analysis** | Not enough data | 8.6 (134 reviews) | 

#### Methodology

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **ANOVA Support** | Not enough data | 8.9 (139 reviews) | 
| **Regression** | Not enough data | 9.2 (141 reviews) | 
| **Time Series Analysis** | Not enough data | 9.1 (139 reviews) | 

#### Generative AI

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **AI Text Generation** | Not enough data | Feature Not Available | 
| **AI Text Summarization** | Not enough data | Feature Not Available | 

### ETL Tools

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

#### Management

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

#### Functionality

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **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 |
| **SAS Viya** | 8.3/10 | 15 |

#### Deployment

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Language Flexibility** | Not enough data | 8.1 (13 reviews) | 
| **Framework Flexibility** | Not enough data | 8.1 (14 reviews) | 
| **Versioning** | Not enough data | 8.2 (13 reviews) | 
| **Ease of Deployment** | Not enough data | 8.5 (14 reviews) | 
| **Scalability** | Not enough data | 8.3 (14 reviews) | 

#### Deployment

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Language Flexibility** | Not enough data | 8.2 (14 reviews) | 
| **Framework Flexibility** | Not enough data | 8.3 (13 reviews) | 
| **Versioning** | Not enough data | 8.3 (13 reviews) | 
| **Ease of Deployment** | Not enough data | 8.2 (14 reviews) | 
| **Scalability** | Not enough data | 8.7 (13 reviews) | 

#### Management

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Cataloging** | Not enough data | 7.6 (13 reviews) | 
| **Monitoring** | Not enough data | 8.5 (13 reviews) | 
| **Governing** | Not enough data | 8.5 (13 reviews) | 
| **Model Registry** | Not enough data | 8.5 (14 reviews) | 

#### Operations

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Metrics** | Not enough data | 8.8 (14 reviews) | 
| **Infrastructure management** | Not enough data | 7.9 (14 reviews) | 
| **Collaboration** | Not enough data | 8.8 (14 reviews) | 

#### Management

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Cataloging** | Not enough data | 7.9 (13 reviews) | 
| **Monitoring** | Not enough data | 8.2 (14 reviews) | 
| **Governing** | Not enough data | 8.1 (13 reviews) | 

#### Generative AI

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **AI Text Generation** | Not enough data | Feature Not Available | 
| **AI Text Summarization** | Not enough data | Feature Not Available | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **SAS Viya** | 7.9/10 | 99 |

#### System

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | 8.4 (76 reviews) | 

#### Model Development

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Language Support** | Not enough data | 8.1 (91 reviews) | 
| **Drag and Drop** | Not enough data | 8.6 (84 reviews) | 
| **Pre-Built Algorithms** | Not enough data | 8.3 (84 reviews) | 
| **Model Training** | Not enough data | 8.7 (84 reviews) | 

#### Model Development

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Feature Engineering** | Not enough data | 8.3 (73 reviews) | 

#### Machine/Deep Learning Services

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Computer Vision** | Not enough data | 7.4 (78 reviews) | 
| **Natural Language Processing** | Not enough data | 7.6 (80 reviews) | 
| **Natural Language Generation** | Not enough data | 7.3 (78 reviews) | 
| **Artificial Neural Networks** | Not enough data | 8.1 (80 reviews) | 

#### Machine/Deep Learning Services

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Natural Language Understanding** | Not enough data | 7.7 (72 reviews) | 
| **Deep Learning** | Not enough data | 8.0 (74 reviews) | 

#### Deployment

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Managed Service** | Not enough data | 8.1 (82 reviews) | 
| **Application** | Not enough data | 8.0 (79 reviews) | 
| **Scalability** | Not enough data | 8.2 (84 reviews) | 

#### Generative AI

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **AI Text Generation** | Not enough data | Feature Not Available | 
| **AI Text Summarization** | Not enough data | Feature Not Available | 
| **AI Text-to-Image** | Not enough data | Feature Not Available | 

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

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.7 (28 reviews) | 
| **Multi-step Planning** | Not enough data | 7.3 (28 reviews) | 
| **Cross-system Integration** | Not enough data | 7.6 (28 reviews) | 
| **Adaptive Learning** | Not enough data | 7.2 (28 reviews) | 
| **Natural Language Interaction** | Not enough data | 7.2 (28 reviews) | 
| **Proactive Assistance** | Not enough data | 7.1 (28 reviews) | 
| **Decision Making** | Not enough data | 7.6 (28 reviews) | 

### FP&A (Financial Planning & Analysis)

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **SAS Viya** | 8.2/10 | 12 |

#### Financial Planning

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Extended Planning** | Not enough data | 7.8 (10 reviews) | 
| **Reporting** | Not enough data | 8.2 (10 reviews) | 
| **Integration** | Not enough data | 8.5 (10 reviews) | 

#### Agentic AI - FP&A (Financial Planning & Analysis) 

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

#### Financial Insight

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Budgeting** | Not enough data | 8.0 (10 reviews) | 
| **Forecasting** | Not enough data | 8.8 (10 reviews) | 
| **Planning** | Not enough data | 7.9 (11 reviews) | 

#### Data

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Data Visualization** | Not enough data | 8.6 (11 reviews) | 
| **Data Analysis** | Not enough data | 8.5 (10 reviews) | 
| **Custom Reporting** | Not enough data | 8.2 (10 reviews) | 
| **Reporting Templates** | Not enough data | 8.5 (10 reviews) | 

#### Status Communication

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Collaboration** | Not enough data | 7.8 (10 reviews) | 
| **Version Control** | Not enough data | 8.3 (11 reviews) | 
| **Real-Time Data Updates** | Not enough data | 8.2 (11 reviews) | 
| **Scorecards** | Not enough data | 8.5 (11 reviews) | 

### Data Warehouse

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.6/10 | 272 |
| **SAS Viya** | N/A | N/A |

#### Data Management

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Data Integration** | 8.9 (217 reviews) ✓ Verified | Not enough data | 
| **Data Compression** | 8.2 (198 reviews) ✓ Verified | Not enough data | 
| **Data Quality** | 8.8 (206 reviews) ✓ Verified | Not enough data | 
| **Built-In Data Analytics** | 8.5 (209 reviews) ✓ Verified | Not enough data | 
| **In-Database Machine Learning** | 8.2 (192 reviews) ✓ Verified | Not enough data | 
| **Data Lake Analytics** | 8.6 (189 reviews) ✓ Verified | Not enough data | 

#### Integration

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **AI/ ML Integration** | 8.4 (193 reviews) ✓ Verified | Not enough data | 
| **BI Tool Integration** | 8.5 (206 reviews) ✓ Verified | Not enough data | 
| **Data lake Integration** | 8.5 (189 reviews) ✓ Verified | Not enough data | 

#### Deployment

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **On-Premise** | 7.7 (175 reviews) ✓ Verified | Not enough data | 
| **Cloud** | 9.1 (217 reviews) ✓ Verified | Not enough data | 

#### Performance 

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Scalability** | 9.1 (228 reviews) ✓ Verified | Not enough data | 

#### Security

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Data Governance** | 8.8 (197 reviews) ✓ Verified | Not enough data | 
| **Data Security** | 9.1 (204 reviews) ✓ Verified | Not enough data | 

#### Generative AI

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **AI Text Generation** | 7.5 (115 reviews) | Not enough data | 
| **AI Text Summarization** | 7.6 (112 reviews) | Not enough data | 

### Database Management Systems (DBMS)

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **SAS Viya** | 8.9/10 | 30 |

#### Management

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Data dictionary** | Not enough data | 8.8 (27 reviews) | 
| **Data Replication** | Not enough data | 9.0 (28 reviews) | 
| **Query Language** | Not enough data | 9.3 (28 reviews) | 
| **Data Modeling** | Not enough data | 8.9 (28 reviews) | 
| **Performance Analysis** | Not enough data | 8.8 (27 reviews) | 

#### Maintenance

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Data Migration** | Not enough data | 8.7 (26 reviews) | 
| **Backup and Recovery** | Not enough data | 8.9 (27 reviews) | 
| **Multi-User Environment** | Not enough data | 9.0 (26 reviews) | 

#### Security

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Data Encryption** | Not enough data | 8.9 (28 reviews) | 
| **User Access Control** | Not enough data | 8.6 (28 reviews) | 

### Columnar Databases

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.7/10 | 77 |
| **SAS Viya** | N/A | N/A |

#### Storage

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Data Model** | 9.0 (65 reviews) | Not enough data | 
| **Data Types** | 8.7 (65 reviews) | Not enough data | 

#### Availability

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Auto Sharding** | 8.3 (57 reviews) | Not enough data | 
| **Auto Recovery** | 8.5 (61 reviews) | Not enough data | 
| **Data Replication** | 8.5 (63 reviews) | Not enough data | 

#### Performance

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Integrated Cache** | 8.5 (60 reviews) | Not enough data | 

#### Security

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Role-Based Authorization** | 8.7 (66 reviews) | Not enough data | 
| **Authentication** | 8.7 (64 reviews) | Not enough data | 
| **Audit Logs** | 8.4 (65 reviews) | Not enough data | 
| **Encryption** | 8.6 (60 reviews) | Not enough data | 

#### Support

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Multi-Model** | 8.6 (61 reviews) | Not enough data | 
| **Operating Systems** | 8.8 (61 reviews) | Not enough data | 

### Decision Management Platforms

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **SAS Viya** | 7.4/10 | 25 |

#### Integration

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Data** | Not enough data | 8.0 (20 reviews) | 
| **Applications** | Not enough data | 8.2 (19 reviews) | 

#### Business Logic

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Authoring Business Logic** | Not enough data | 7.5 (19 reviews) | 
| **Testing Business Logic** | Not enough data | 7.3 (19 reviews) | 
| **Model Development** | Not enough data | 8.2 (19 reviews) | 

#### Management

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Catalog** | Not enough data | 7.7 (18 reviews) | 
| **Collaboration** | Not enough data | 7.5 (19 reviews) | 

#### Analytics

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Impact analysis** | Not enough data | 8.4 (20 reviews) | 
| **Simulation** | Not enough data | 7.6 (19 reviews) | 

#### Deployment

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Application Development** | Not enough data | 8.2 (19 reviews) | 
| **Integration** | Not enough data | 7.6 (17 reviews) | 

#### Generative AI

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **AI Text Generation** | Not enough data | Feature Not Available | 
| **AI Text Summarization** | Not enough data | Feature Not Available | 

#### Agentic AI - Decision Management Platforms

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.5 (6 reviews) | 
| **Multi-step Planning** | Not enough data | 6.7 (6 reviews) | 
| **Cross-system Integration** | Not enough data | 6.4 (6 reviews) | 
| **Adaptive Learning** | Not enough data | 6.7 (6 reviews) | 
| **Natural Language Interaction** | Not enough data | 6.1 (6 reviews) | 
| **Proactive Assistance** | Not enough data | 6.7 (6 reviews) | 
| **Decision Making** | Not enough data | 7.5 (6 reviews) | 

### Text Analysis

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **SAS Viya** | 7.9/10 | 21 |

#### Setup

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Integration** | Not enough data | 7.7 (19 reviews) | 
| **Maintenance** | Not enough data | 7.5 (19 reviews) | 
| **No-Code** | Not enough data | 8.0 (19 reviews) | 

#### Data

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Security** | Not enough data | 8.3 (20 reviews) | 
| **Data Visualization** | Not enough data | 8.6 (19 reviews) | 

#### Analysis

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Automation** | Not enough data | 8.4 (19 reviews) | 
| **Named entity recognition** | Not enough data | 7.9 (19 reviews) | 
| **Keyphrase Extraction** | Not enough data | 7.9 (18 reviews) | 
| **Topic Analysis** | Not enough data | 8.0 (19 reviews) | 
| **Sentiment Analysis** | Not enough data | 7.9 (18 reviews) | 
| **Language Identification** | Not enough data | 7.4 (18 reviews) | 
| **Syntax/Part of Speech Parsing** | Not enough data | 7.8 (18 reviews) | 

#### Customization

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Pre-Built Parameterization** | Not enough data | 7.6 (18 reviews) | 
| **Custom Extension** | Not enough data | 7.5 (19 reviews) | 
| **Compositionality** | Not enough data | 8.1 (19 reviews) | 

#### Generative AI

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **AI Text Generation** | Not enough data | Feature Not Available | 
| **AI Text Summarization** | Not enough data | Feature Not Available | 

### Data Clean Room

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.9/10 | 25 |
| **SAS Viya** | N/A | N/A |

#### Centralized computation

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Centralized Computation** | 8.7 (19 reviews) | Not enough data | 

#### Localized computation

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Localized computation** | 8.1 (20 reviews) | Not enough data | 

### Machine Learning

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **SAS Viya** | 8.5/10 | 44 |

#### Integration - Machine Learning

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Integration** | Not enough data | 8.3 (37 reviews) | 

#### Learning - Machine Learning

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Training Data** | Not enough data | 8.5 (39 reviews) | 
| **Actionable Insights** | Not enough data | 8.5 (40 reviews) | 
| **Algorithm** | Not enough data | 8.6 (38 reviews) | 

### Accounting & Finance

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

#### Agentic AI - Accounting & Finance

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 

### Low-Code Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **SAS Viya** | 8.8/10 | 16 |

#### Data Ingestion & Preparation - Low-Code Machine Learning Platforms

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Automatic Data Profiling & Quality Assessment** | Not enough data | 8.7 (15 reviews) | 
| **Multi‑Source Connector Support** | Not enough data | 8.7 (15 reviews) | 
| **Schema Drift / Change Detection** | Not enough data | 9.0 (15 reviews) | 

#### Model Construction & Automation - Low-Code Machine Learning Platforms

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Guided Algorithm & Hyperparameter Recommendation** | Not enough data | 9.0 (15 reviews) | 
| **Code Extensibility** | Not enough data | 8.8 (15 reviews) | 
| **Automated Feature Engineering** | Not enough data | 8.7 (15 reviews) | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.6/10 | 81 |
| **SAS Viya** | 8.8/10 | 88 |

#### Statistical Tool

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Scripting** | 8.6 (74 reviews) | 8.6 (75 reviews) | 
| **Data Mining** | 8.9 (74 reviews) | 8.7 (74 reviews) | 
| **Algorithms** | 8.8 (76 reviews) | 8.6 (74 reviews) | 

#### Data Analysis

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Analysis** | 9.2 (75 reviews) | 8.9 (74 reviews) | 
| **Data Interaction** | 9.0 (75 reviews) | 8.8 (74 reviews) | 

#### Decision Making

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Modeling** | 8.8 (76 reviews) | 8.8 (79 reviews) | 
| **Data Visualizations** | 8.7 (73 reviews) | 9.1 (79 reviews) | 
| **Report Generation** | 8.7 (76 reviews) | 8.9 (78 reviews) | 
| **Data Unification** | 8.7 (73 reviews) | 8.7 (76 reviews) | 

#### Generative AI

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **AI Text Generation** | 7.5 (46 reviews) | Feature Not Available | 
| **AI Text Summarization** | 7.6 (46 reviews) | Feature Not Available | 

### Marketing Analytics

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

#### Marketing Operations

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **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 | SAS Viya | 
|---|---|---|
| **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 | SAS Viya | 
|---|---|---|
| **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 |
| **SAS Viya** | N/A | N/A |

#### Database

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Real-Time Data Collection** | 8.7 (164 reviews) | Not enough data | 
| **Data Distribution** | 8.9 (162 reviews) | Not enough data | 
| **Data Lake** | 8.7 (157 reviews) | Not enough data | 

#### Integrations

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Hadoop Integration** | 8.2 (125 reviews) | Not enough data | 
| **Spark Integration** | 8.4 (122 reviews) | Not enough data | 

#### Platform

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Machine Scaling** | 8.8 (139 reviews) | Not enough data | 
| **Data Preparation** | 8.8 (154 reviews) | Not enough data | 
| **Spark Integration** | 8.4 (122 reviews) | Not enough data | 

#### Processing

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Cloud Processing** | 9.2 (157 reviews) | Not enough data | 
| **Workload Processing** | 9.0 (150 reviews) | Not enough data | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.5/10 | 322 |
| **SAS Viya** | N/A | N/A |

#### Data Transformation

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Real-Time Analytics** | 8.8 (278 reviews) | Not enough data | 
| **Data Querying** | 9.3 (287 reviews) | Not enough data | 

#### Connectivity

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Hadoop Integration** | 8.0 (244 reviews) | Not enough data | 
| **Spark Integration** | 8.1 (243 reviews) | Not enough data | 
| **Multi-Source Analysis** | 8.7 (272 reviews) | Not enough data | 
| **Data Lake** | 8.7 (263 reviews) | Not enough data | 

#### Operations

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Data Visualization** | 8.4 (272 reviews) | Not enough data | 
| **Data Workflow** | 8.6 (270 reviews) | Not enough data | 
| **Governed Discovery** | 8.3 (248 reviews) | Not enough data | 
| **Embedded Analytics** | 8.4 (255 reviews) | Not enough data | 
| **Notebooks** | 8.5 (247 reviews) | Not enough data | 

### Data Quality

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **SAS Viya** | 8.9/10 | 72 |

#### Functionality

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Identification** | Not enough data | 8.7 (67 reviews) | 
| **Correction** | Not enough data | 8.8 (66 reviews) | 
| **Normalization** | Not enough data | 9.0 (64 reviews) | 
| **Preventative Cleaning** | Not enough data | 8.8 (63 reviews) | 
| **Data Matching** | Not enough data | 8.9 (62 reviews) | 

#### Management

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Reporting** | Not enough data | 9.2 (66 reviews) | 
| **Automation** | Not enough data | 9.0 (61 reviews) | 
| **Quality Audits** | Not enough data | 8.9 (63 reviews) | 
| **Dashboard** | Not enough data | 9.0 (61 reviews) | 
| **Governance** | Not enough data | Feature Not Available | 

#### Generative AI

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **AI Text Generation** | Not enough data | 8.3 (59 reviews) | 
| **AI Text Summarization** | Not enough data | 8.3 (60 reviews) | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **SAS Viya** | 7.8/10 | 227 |

#### Building Reports

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Data Transformation** | Not enough data | 8.6 (207 reviews) | 
| **Data Modeling** | Not enough data | 8.5 (201 reviews) | 
| **WYSIWYG Report Design** | Not enough data | 7.8 (197 reviews) | 
| **Integration APIs** | Not enough data | 8.0 (200 reviews) | 

#### Platform

| Feature | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **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 (1):** [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics)

**Unique to Google Cloud BigQuery (8):** [Columnar Databases](https://www.g2.com/categories/columnar-databases), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [ETL Tools](https://www.g2.com/categories/etl-tools), [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), [Marketing Analytics Software](https://www.g2.com/categories/marketing-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 SAS Viya (14):** [MLOps Platforms](https://www.g2.com/categories/mlops-platforms), [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools), [Event Stream Processing Software](https://www.g2.com/categories/event-stream-processing), [Data Preparation Software](https://www.g2.com/categories/data-preparation), [Text Analysis Software](https://www.g2.com/categories/text-analysis), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Machine Learning Software](https://www.g2.com/categories/machine-learning), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Database Management Systems (DBMS)](https://www.g2.com/categories/database-management-systems-dbms), [FP&A Software](https://www.g2.com/categories/fp-a-financial-planning-analysis), [Data Quality Tools](https://www.g2.com/categories/data-quality), [Decision Management Software](https://www.g2.com/categories/decision-management-platforms), [ Low-Code Machine Learning Platforms Software](https://www.g2.com/categories/low-code-machine-learning-platforms)


---
## Reviewer Demographics

### By Company Size

| Segment | Google Cloud BigQuery | SAS Viya | 
|---|---|---|
| **Small-Business** | 27.5% | 34.4% | 
| **Mid-Market** | 34.1% | 31.5% | 
| **Enterprise** | 38.4% | 34.0% | 

### 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%

#### SAS Viya

- **Pharmaceuticals:** 12.4%
- **Banking:** 8.9%
- **Computer Software:** 7.9%
- **Higher Education:** 7.9%
- **Financial Services:** 6.1%
- **Information Technology and Services:** 5.4%
- **Hospital & Health Care:** 4.0%
- **Consulting:** 3.7%
- **Education Management:** 3.4%
- **Insurance:** 3.4%
- **Other:** 37.0%

---
## Alternatives

### Alternatives to Google Cloud BigQuery

- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (755 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (805 reviews)
- [Cloudera Platform](https://www.g2.com/products/cloudera-platform/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)
- [OpenText Vertica](https://www.g2.com/products/opentext-vertica/reviews) — 4.3/5 stars (216 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (817 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)

### Alternatives to SAS Viya

- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (805 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (755 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (817 reviews)
- [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (659 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (620 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (520 reviews)
- [IBM SPSS Statistics](https://www.g2.com/products/ibm-spss-statistics/reviews) — 4.2/5 stars (928 reviews)
- [Posit Team](https://www.g2.com/products/posit-team/reviews) — 4.5/5 stars (570 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3656 reviews)
- [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1639 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?"

### SAS Viya

- Title: [What is SAS Visual Data Mining and Machine Learning used for?](https://www.g2.com/discussions/what-is-sas-visual-data-mining-and-machine-learning-used-for) — 2 comments
  > **Top comment:** "SAS Visual Data Mining and Machine Learning is mainly used to analyze large data, find patterns, and build predictive models to support better business..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/google-cloud-bigquery-vs-sas-sas-viya)