# Google Cloud BigQuery vs Oracle Big Data Cloud Service 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 ability to handle "millions or tens of millions of data" efficiently, enhanced by AI features that streamline data warehousing.
- **Users say** that Oracle Big Data Cloud Service offers **fast data processing** and **easy management** of individual nodes, making it a strong contender for those needing quick data filtering and scaling. Reviewers appreciate its ability to consolidate data effectively while maintaining lower computational costs.
- **According to verified reviews** , Google Cloud BigQuery stands out for its **ease of use** and **setup** , with many users praising its intuitive onboarding process. This has led to a smoother transition for teams integrating it into their workflows, as noted by users who connect it seamlessly with various services.
- **Reviewers mention** that Oracle Big Data Cloud Service, while powerful, can sometimes lag behind in **user experience** compared to its competitors. Some users noted that it takes longer to get accustomed to the interface, which can impact day-to-day usability.
- **G2 reviewers highlight** the superior **support quality** provided by Google Cloud BigQuery, with many users expressing satisfaction with the assistance they receive. This contrasts with Oracle Big Data Cloud Service, where users have reported a need for improvement in support responsiveness.
- **Users say** that Google Cloud BigQuery's integration capabilities are a significant advantage, allowing for seamless connections with both on-premises and cloud-based services. This flexibility is a key feature for teams looking to streamline their data ingestion processes, as noted by users who utilize it for dashboard integrations.



| | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.0 out of 5 | 
| **Total Reviews** | 1,227 | 14 | 
| **Largest Market Segment** | Enterprise (38.2% of reviews) | Enterprise (69.2% of reviews) | 
| **Entry Level Price** | Free | No pricing available | 

---
## Top Pros & Cons

### Google Cloud BigQuery

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

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

### Oracle Big Data Cloud Service

**Not enough data**

---
## Ratings Comparison
| Rating | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
  | **Meets Requirements** | 8.8 (632 reviews) | 8.7 (10 reviews) | 
  | **Ease of Use** | 8.7 (649 reviews) | 7.4 (9 reviews) | 
  | **Ease of Setup** | 8.7 (421 reviews) | 7.0 (5 reviews) | 
  | **Ease of Admin** | 8.5 (225 reviews) | 8.3 (5 reviews) | 
  | **Quality of Support** | 8.3 (574 reviews) | 7.7 (8 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.6 (219 reviews) | Not enough data | 
  | **Product Direction (% positive)** | 9.3 (617 reviews) | 4.8 (9 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

### Oracle Big Data Cloud Service

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 9.0/10 | 134 |
| **Oracle Big Data Cloud Service** | N/A | N/A |

#### Management

| Feature | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **Reporting** | 8.6 (119 reviews) | Not enough data | 
| **Auditing** | 8.3 (117 reviews) | Not enough data | 

#### Functionality

| Feature | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **Extraction** | 9.0 (118 reviews) | Not enough data | 
| **Transformation** | 9.1 (121 reviews) | Not enough data | 
| **Loading** | 9.0 (122 reviews) | Not enough data | 
| **Automation** | 8.8 (121 reviews) | Not enough data | 
| **Scalability** | 9.3 (120 reviews) | Not enough data | 

### Data Warehouse

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.6/10 | 278 |
| **Oracle Big Data Cloud Service** | N/A | N/A |

#### Data Management

| Feature | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **Data Integration** | 8.9 (226 reviews) ✓ Verified | Not enough data | 
| **Data Compression** | 8.3 (207 reviews) ✓ Verified | Not enough data | 
| **Data Quality** | 8.8 (215 reviews) ✓ Verified | Not enough data | 
| **Built-In Data Analytics** | 8.6 (218 reviews) ✓ Verified | Not enough data | 
| **In-Database Machine Learning** | 8.3 (201 reviews) ✓ Verified | Not enough data | 
| **Data Lake Analytics** | 8.6 (198 reviews) ✓ Verified | Not enough data | 

#### Integration

| Feature | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **AI/ ML Integration** | 8.5 (202 reviews) ✓ Verified | Not enough data | 
| **BI Tool Integration** | 8.6 (215 reviews) ✓ Verified | Not enough data | 
| **Data lake Integration** | 8.5 (198 reviews) ✓ Verified | Not enough data | 

#### Deployment

| Feature | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **On-Premise** | 7.7 (184 reviews) ✓ Verified | Not enough data | 
| **Cloud** | 9.1 (225 reviews) ✓ Verified | Not enough data | 

#### Performance 

| Feature | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **Scalability** | 9.1 (237 reviews) ✓ Verified | Not enough data | 

#### Security

| Feature | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **Data Governance** | 8.7 (206 reviews) ✓ Verified | Not enough data | 
| **Data Security** | 9.1 (213 reviews) ✓ Verified | Not enough data | 

#### Generative AI

| Feature | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **AI Text Generation** | 7.6 (124 reviews) | Not enough data | 
| **AI Text Summarization** | 7.7 (121 reviews) | Not enough data | 

### Columnar Databases

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.8/10 | 79 |
| **Oracle Big Data Cloud Service** | N/A | N/A |

#### Storage

| Feature | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **Data Model** | 9.0 (68 reviews) | Not enough data | 
| **Data Types** | 8.7 (68 reviews) | Not enough data | 

#### Availability

| Feature | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **Auto Sharding** | 8.3 (60 reviews) | Not enough data | 
| **Auto Recovery** | 8.5 (64 reviews) | Not enough data | 
| **Data Replication** | 8.6 (66 reviews) | Not enough data | 

#### Performance

| Feature | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **Integrated Cache** | 8.5 (63 reviews) | Not enough data | 

#### Security

| Feature | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **Role-Based Authorization** | 8.7 (69 reviews) | Not enough data | 
| **Authentication** | 8.8 (67 reviews) | Not enough data | 
| **Audit Logs** | 8.4 (68 reviews) | Not enough data | 
| **Encryption** | 8.6 (63 reviews) | Not enough data | 

#### Support

| Feature | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **Multi-Model** | 8.7 (64 reviews) | Not enough data | 
| **Operating Systems** | 8.8 (64 reviews) | Not enough data | 

### Data Clean Room

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 9.1/10 | 29 |
| **Oracle Big Data Cloud Service** | N/A | N/A |

#### Centralized computation

| Feature | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **Centralized Computation** | 9.0 (24 reviews) | Not enough data | 

#### Localized computation

| Feature | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **Localized computation** | 8.3 (25 reviews) | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.6/10 | 84 |
| **Oracle Big Data Cloud Service** | N/A | N/A |

#### Statistical Tool

| Feature | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **Scripting** | 8.7 (78 reviews) | Not enough data | 
| **Data Mining** | 9.0 (78 reviews) | Not enough data | 
| **Algorithms** | 8.8 (80 reviews) | Not enough data | 

#### Data Analysis

| Feature | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **Analysis** | 9.2 (79 reviews) | Not enough data | 
| **Data Interaction** | 9.1 (79 reviews) | Not enough data | 

#### Decision Making

| Feature | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **Modeling** | 8.8 (80 reviews) | Not enough data | 
| **Data Visualizations** | 8.7 (77 reviews) | Not enough data | 
| **Report Generation** | 8.7 (80 reviews) | Not enough data | 
| **Data Unification** | 8.7 (77 reviews) | Not enough data | 

#### Generative AI

| Feature | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **AI Text Generation** | 7.5 (50 reviews) | Not enough data | 
| **AI Text Summarization** | 7.8 (50 reviews) | Not enough data | 

### Marketing Analytics

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.9/10 | 73 |
| **Oracle Big Data Cloud Service** | N/A | N/A |

#### Marketing Operations

| Feature | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **ROI Tracking** | 8.8 (65 reviews) | Not enough data | 
| **Data Collection** | 9.2 (64 reviews) | Not enough data | 
| **Customer Insights** | 8.9 (64 reviews) | Not enough data | 
| **Multi-User Access** | 9.4 (65 reviews) | Not enough data | 
| **Spend Management** | 8.8 (63 reviews) | Not enough data | 
| **White Label** | 8.4 (62 reviews) | Not enough data | 

#### Campaign Activity

| Feature | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **Campaign Insights** | 9.1 (67 reviews) | Not enough data | 
| **Reports and Dashboards** | 9.5 (67 reviews) | Not enough data | 
| **Campaign Stickiness** | 8.7 (64 reviews) | Not enough data | 
| **Multichannel Tracking** | 9.2 (61 reviews) | Not enough data | 
| **Brand Optimization** | 8.9 (62 reviews) | Not enough data | 
| **Predictive Analytics** | 9.0 (64 reviews) | Not enough data | 

#### Agentic AI - Marketing Analytics

| Feature | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **Autonomous Task Execution** | 8.7 (15 reviews) | Not enough data | 
| **Cross-system Integration** | 9.6 (16 reviews) | Not enough data | 
| **Proactive Assistance** | 8.2 (15 reviews) | Not enough data | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.8/10 | 213 |
| **Oracle Big Data Cloud Service** | 8.6/10 | 8 |

#### Database

| Feature | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **Real-Time Data Collection** | 8.8 (172 reviews) | 8.7 (5 reviews) | 
| **Data Distribution** | 8.9 (170 reviews) | 8.3 (7 reviews) | 
| **Data Lake** | 8.7 (165 reviews) | Feature Not Available | 

#### Integrations

| Feature | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **Hadoop Integration** | 8.3 (133 reviews) | 8.3 (6 reviews) | 
| **Spark Integration** | 8.5 (130 reviews) | 9.3 (5 reviews) | 

#### Platform

| Feature | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **Machine Scaling** | 8.8 (147 reviews) | 8.7 (5 reviews) | 
| **Data Preparation** | 8.8 (162 reviews) | 8.1 (6 reviews) | 
| **Spark Integration** | 8.5 (130 reviews) | 9.3 (5 reviews) | 

#### Processing

| Feature | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **Cloud Processing** | 9.2 (165 reviews) | 8.7 (5 reviews) | 
| **Workload Processing** | 9.1 (158 reviews) | 8.3 (6 reviews) | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.6/10 | 326 |
| **Oracle Big Data Cloud Service** | N/A | N/A |

#### Data Transformation

| Feature | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **Real-Time Analytics** | 8.8 (283 reviews) | Not enough data | 
| **Data Querying** | 9.3 (292 reviews) | Not enough data | 

#### Connectivity

| Feature | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **Hadoop Integration** | 8.1 (249 reviews) | Not enough data | 
| **Spark Integration** | 8.2 (248 reviews) | Not enough data | 
| **Multi-Source Analysis** | 8.7 (277 reviews) | Not enough data | 
| **Data Lake** | 8.7 (268 reviews) | Not enough data | 

#### Operations

| Feature | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **Data Visualization** | 8.5 (277 reviews) | Not enough data | 
| **Data Workflow** | 8.7 (275 reviews) | Not enough data | 
| **Governed Discovery** | 8.3 (253 reviews) | Not enough data | 
| **Embedded Analytics** | 8.4 (260 reviews) | Not enough data | 
| **Notebooks** | 8.5 (252 reviews) | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | N/A | N/A |
| **Oracle Big Data Cloud Service** | N/A | N/A |

#### Building Reports

| Feature | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **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 | Oracle Big Data Cloud Service | 
|---|---|---|
| **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):** [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution)

**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 Analytics Software](https://www.g2.com/categories/big-data-analytics), [Marketing Analytics Software](https://www.g2.com/categories/marketing-analytics), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse), [Data Clean Room Software](https://www.g2.com/categories/data-clean-room)



---
## Reviewer Demographics

### By Company Size

| Segment | Google Cloud BigQuery | Oracle Big Data Cloud Service | 
|---|---|---|
| **Small-Business** | 27.4% | 23.1% | 
| **Mid-Market** | 34.4% | 7.7% | 
| **Enterprise** | 38.2% | 69.2% | 

### By Industry

#### Google Cloud BigQuery

- **Information Technology and Services:** 15.7%
- **Computer Software:** 13.6%
- **Retail:** 7.0%
- **Financial Services:** 6.6%
- **Marketing and Advertising:** 5.2%
- **Consulting:** 3.5%
- **Telecommunications:** 2.8%
- **Banking:** 2.6%
- **Computer & Network Security:** 2.2%
- **Hospital & Health Care:** 1.9%
- **Other:** 38.8%

#### Oracle Big Data Cloud Service

- **Information Technology and Services:** 15.4%
- **Financial Services:** 15.4%
- **Computer Software:** 15.4%
- **Telecommunications:** 7.7%
- **Semiconductors:** 7.7%
- **Pharmaceuticals:** 7.7%
- **Internet:** 7.7%
- **Higher Education:** 7.7%
- **Government Administration:** 7.7%
- **Biotechnology:** 7.7%

---
## Alternatives

### Alternatives to Google Cloud BigQuery

- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (753 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (779 reviews)
- [Cloudera Data Platform](https://www.g2.com/products/cloudera-cloudera-data-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 Vantage](https://www.g2.com/products/teradata-teradata-vantage/reviews) — 4.3/5 stars (373 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 (809 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 (2279 reviews)

### Alternatives to Oracle Big Data Cloud Service

- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (779 reviews)
- [Cloudera Data Platform](https://www.g2.com/products/cloudera-cloudera-data-platform/reviews) — 4.1/5 stars (136 reviews)
- [Amazon EMR](https://www.g2.com/products/amazon-emr/reviews) — 4.2/5 stars (70 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (753 reviews)
- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2279 reviews)
- [Posit](https://www.g2.com/products/posit-posit/reviews) — 4.5/5 stars (570 reviews)
- [Teradata Vantage](https://www.g2.com/products/teradata-teradata-vantage/reviews) — 4.3/5 stars (373 reviews)
- [Kyvos Semantic Layer](https://www.g2.com/products/kyvos-semantic-layer/reviews) — 4.8/5 stars (273 reviews)
- [Qubole](https://www.g2.com/products/qubole/reviews) — 4.0/5 stars (259 reviews)
- [OpenText Vertica](https://www.g2.com/products/opentext-vertica/reviews) — 4.3/5 stars (216 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?"

### Oracle Big Data Cloud Service

No discussions available for this product.

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/google-cloud-bigquery-vs-oracle-big-data-cloud-service)