# Google Cloud BigQuery vs Power Query Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Google Cloud BigQuery excels in handling large datasets, allowing users to manage millions of records without performance issues. Its scalability and integration capabilities with various services, both on-premises and cloud-based, are frequently highlighted, making it a robust choice for enterprises.
- **Users say** that Power Query offers a user-friendly experience, particularly for those familiar with Excel. Its intuitive interface allows for easy data cleaning and transformation, enabling users to apply the same steps to new datasets with just a click, which is a significant time-saver.
- **According to verified reviews** , Google Cloud BigQuery's implementation process is praised for its efficiency, with users appreciating the seamless onboarding experience. This is particularly beneficial for organizations looking to quickly leverage data analytics capabilities.
- **Reviewers mention** that while Power Query provides excellent support and a straightforward setup, it may not scale as effectively as BigQuery for larger enterprises. Users appreciate the 24/7 support, but some express a desire for more advanced features as their data needs grow.
- **Users highlight** that Google Cloud BigQuery's AI features enhance its functionality, making it feel more like a modern data warehouse. This innovation is a key differentiator for users looking to leverage advanced analytics in their operations.
- **G2 reviewers note** that while Power Query shines in ease of use and data transformation tasks, it may not meet the complex requirements of larger organizations as effectively as Google Cloud BigQuery, which is designed to handle extensive data workloads and provide deeper insights.



| | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 1,227 | 16 | 
| **Largest Market Segment** | Enterprise (38.4% of reviews) | Mid-Market (50.0% 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)

### Power Query

Pros:
- Automation (1 reviews)
- Ease of Use (1 reviews)

Cons:
- Lack of Real-Time Data (1 reviews)
- Refresh Issues (1 reviews)

---
## Ratings Comparison
| Rating | Google Cloud BigQuery | Power Query | 
|---|---|---|
  | **Meets Requirements** | 8.8 (625 reviews) | 8.6 (15 reviews) | 
  | **Ease of Use** | 8.7 (642 reviews) | 8.9 (16 reviews) | 
  | **Ease of Setup** | 8.7 (414 reviews) | 8.3 (5 reviews) | 
  | **Ease of Admin** | 8.5 (225 reviews) | Not enough data | 
  | **Quality of Support** | 8.3 (567 reviews) | 8.6 (14 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.6 (219 reviews) | Not enough data | 
  | **Product Direction (% positive)** | 9.3 (610 reviews) | 10.0 (16 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

### Power Query

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.9/10 | 129 |
| **Power Query** | 8.7/10 | 15 |

#### Management

| Feature | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **Reporting** | 8.5 (114 reviews) | 9.0 (14 reviews) | 
| **Auditing** | 8.3 (112 reviews) | 8.5 (14 reviews) | 

#### Functionality

| Feature | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **Extraction** | 8.9 (113 reviews) | 8.6 (15 reviews) | 
| **Transformation** | 9.1 (116 reviews) | 9.0 (15 reviews) | 
| **Loading** | 9.0 (117 reviews) | 8.3 (14 reviews) | 
| **Automation** | 8.8 (117 reviews) | 8.8 (14 reviews) | 
| **Scalability** | 9.3 (115 reviews) | 8.5 (14 reviews) | 

### Data Warehouse

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.6/10 | 271 |
| **Power Query** | N/A | N/A |

#### Data Management

| Feature | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **Data Integration** | 8.9 (219 reviews) ✓ Verified | Not enough data | 
| **Data Compression** | 8.2 (200 reviews) ✓ Verified | Not enough data | 
| **Data Quality** | 8.8 (208 reviews) ✓ Verified | Not enough data | 
| **Built-In Data Analytics** | 8.5 (211 reviews) ✓ Verified | Not enough data | 
| **In-Database Machine Learning** | 8.2 (194 reviews) ✓ Verified | Not enough data | 
| **Data Lake Analytics** | 8.6 (191 reviews) ✓ Verified | Not enough data | 

#### Integration

| Feature | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **AI/ ML Integration** | 8.5 (195 reviews) ✓ Verified | Not enough data | 
| **BI Tool Integration** | 8.5 (208 reviews) ✓ Verified | Not enough data | 
| **Data lake Integration** | 8.5 (191 reviews) ✓ Verified | Not enough data | 

#### Deployment

| Feature | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **On-Premise** | 7.7 (177 reviews) ✓ Verified | Not enough data | 
| **Cloud** | 9.1 (218 reviews) ✓ Verified | Not enough data | 

#### Performance 

| Feature | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **Scalability** | 9.1 (230 reviews) ✓ Verified | Not enough data | 

#### Security

| Feature | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **Data Governance** | 8.8 (199 reviews) ✓ Verified | Not enough data | 
| **Data Security** | 9.1 (206 reviews) ✓ Verified | Not enough data | 

#### Generative AI

| Feature | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **AI Text Generation** | 7.5 (117 reviews) | Not enough data | 
| **AI Text Summarization** | 7.6 (114 reviews) | Not enough data | 

### Columnar Databases

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.7/10 | 77 |
| **Power Query** | N/A | N/A |

#### Storage

| Feature | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **Data Model** | 9.0 (66 reviews) | Not enough data | 
| **Data Types** | 8.7 (66 reviews) | Not enough data | 

#### Availability

| Feature | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **Auto Sharding** | 8.3 (58 reviews) | Not enough data | 
| **Auto Recovery** | 8.5 (62 reviews) | Not enough data | 
| **Data Replication** | 8.5 (64 reviews) | Not enough data | 

#### Performance

| Feature | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **Integrated Cache** | 8.5 (61 reviews) | Not enough data | 

#### Security

| Feature | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **Role-Based Authorization** | 8.7 (67 reviews) | Not enough data | 
| **Authentication** | 8.7 (65 reviews) | Not enough data | 
| **Audit Logs** | 8.4 (66 reviews) | Not enough data | 
| **Encryption** | 8.6 (61 reviews) | Not enough data | 

#### Support

| Feature | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **Multi-Model** | 8.7 (62 reviews) | Not enough data | 
| **Operating Systems** | 8.8 (62 reviews) | Not enough data | 

### Data Clean Room

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 9.0/10 | 25 |
| **Power Query** | N/A | N/A |

#### Centralized computation

| Feature | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **Centralized Computation** | 8.8 (20 reviews) | Not enough data | 

#### Localized computation

| Feature | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **Localized computation** | 8.2 (21 reviews) | Not enough data | 

### Predictive Analytics

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

#### Statistical Tool

| Feature | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **Scripting** | 8.6 (75 reviews) | Not enough data | 
| **Data Mining** | 8.9 (75 reviews) | Not enough data | 
| **Algorithms** | 8.8 (77 reviews) | Not enough data | 

#### Data Analysis

| Feature | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **Analysis** | 9.2 (76 reviews) | Not enough data | 
| **Data Interaction** | 9.1 (76 reviews) | Not enough data | 

#### Decision Making

| Feature | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **Modeling** | 8.8 (77 reviews) | Not enough data | 
| **Data Visualizations** | 8.7 (74 reviews) | Not enough data | 
| **Report Generation** | 8.7 (77 reviews) | Not enough data | 
| **Data Unification** | 8.7 (74 reviews) | Not enough data | 

#### Generative AI

| Feature | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **AI Text Generation** | 7.5 (47 reviews) | Not enough data | 
| **AI Text Summarization** | 7.7 (47 reviews) | Not enough data | 

### Marketing Analytics

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

#### Marketing Operations

| Feature | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **ROI Tracking** | 8.8 (63 reviews) | Not enough data | 
| **Data Collection** | 9.2 (62 reviews) | Not enough data | 
| **Customer Insights** | 9.0 (62 reviews) | Not enough data | 
| **Multi-User Access** | 9.3 (63 reviews) | Not enough data | 
| **Spend Management** | 8.8 (61 reviews) | Not enough data | 
| **White Label** | 8.4 (60 reviews) | Not enough data | 

#### Campaign Activity

| Feature | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **Campaign Insights** | 9.0 (65 reviews) | Not enough data | 
| **Reports and Dashboards** | 9.4 (65 reviews) | Not enough data | 
| **Campaign Stickiness** | 8.6 (62 reviews) | Not enough data | 
| **Multichannel Tracking** | 9.2 (59 reviews) | Not enough data | 
| **Brand Optimization** | 8.9 (60 reviews) | Not enough data | 
| **Predictive Analytics** | 9.0 (62 reviews) | Not enough data | 

#### Agentic AI - Marketing Analytics

| Feature | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **Autonomous Task Execution** | 8.5 (13 reviews) | Not enough data | 
| **Cross-system Integration** | 9.5 (14 reviews) | Not enough data | 
| **Proactive Assistance** | 8.2 (13 reviews) | Not enough data | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.7/10 | 207 |
| **Power Query** | N/A | N/A |

#### Database

| Feature | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **Real-Time Data Collection** | 8.7 (166 reviews) | Not enough data | 
| **Data Distribution** | 8.9 (164 reviews) | Not enough data | 
| **Data Lake** | 8.7 (159 reviews) | Not enough data | 

#### Integrations

| Feature | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **Hadoop Integration** | 8.3 (127 reviews) | Not enough data | 
| **Spark Integration** | 8.5 (124 reviews) | Not enough data | 

#### Platform

| Feature | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **Machine Scaling** | 8.8 (141 reviews) | Not enough data | 
| **Data Preparation** | 8.8 (156 reviews) | Not enough data | 
| **Spark Integration** | 8.5 (124 reviews) | Not enough data | 

#### Processing

| Feature | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **Cloud Processing** | 9.2 (159 reviews) | Not enough data | 
| **Workload Processing** | 9.0 (152 reviews) | Not enough data | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Google Cloud BigQuery** | 8.5/10 | 322 |
| **Power Query** | N/A | N/A |

#### Data Transformation

| Feature | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **Real-Time Analytics** | 8.8 (279 reviews) | Not enough data | 
| **Data Querying** | 9.3 (288 reviews) | Not enough data | 

#### Connectivity

| Feature | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **Hadoop Integration** | 8.0 (245 reviews) | Not enough data | 
| **Spark Integration** | 8.1 (244 reviews) | Not enough data | 
| **Multi-Source Analysis** | 8.7 (273 reviews) | Not enough data | 
| **Data Lake** | 8.7 (264 reviews) | Not enough data | 

#### Operations

| Feature | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **Data Visualization** | 8.4 (273 reviews) | Not enough data | 
| **Data Workflow** | 8.6 (271 reviews) | Not enough data | 
| **Governed Discovery** | 8.3 (249 reviews) | Not enough data | 
| **Embedded Analytics** | 8.4 (256 reviews) | Not enough data | 
| **Notebooks** | 8.5 (248 reviews) | Not enough data | 

### Big Data

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

#### Building Reports

| Feature | Google Cloud BigQuery | Power Query | 
|---|---|---|
| **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 | Power Query | 
|---|---|---|
| **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):** [ETL Tools](https://www.g2.com/categories/etl-tools)

**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), [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), [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 | Power Query | 
|---|---|---|
| **Small-Business** | 27.5% | 31.3% | 
| **Mid-Market** | 34.1% | 50.0% | 
| **Enterprise** | 38.4% | 18.8% | 

### By Industry

#### Google Cloud BigQuery

- **Information Technology and Services:** 15.2%
- **Computer Software:** 13.6%
- **Retail:** 7.1%
- **Financial Services:** 6.6%
- **Marketing and Advertising:** 5.2%
- **Consulting:** 3.5%
- **Telecommunications:** 2.8%
- **Banking:** 2.6%
- **Computer & Network Security:** 2.2%
- **Hospital & Health Care:** 1.9%
- **Other:** 39.1%

#### Power Query

- **Financial Services:** 12.5%
- **Transportation/Trucking/Railroad:** 6.3%
- **Telecommunications:** 6.3%
- **Retail:** 6.3%
- **Non-Profit Organization Management:** 6.3%
- **Management Consulting:** 6.3%
- **Leisure, Travel & Tourism:** 6.3%
- **Insurance:** 6.3%
- **Information Technology and Services:** 6.3%
- **Computer Software:** 6.3%
- **Other:** 31.3%

---
## Alternatives

### Alternatives to Google Cloud BigQuery

- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (756 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (790 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)
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- [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 (2282 reviews)

### Alternatives to Power Query

- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (790 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (812 reviews)
- [Supermetrics](https://www.g2.com/products/supermetrics/reviews) — 4.4/5 stars (823 reviews)
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- [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) — 4.4/5 stars (398 reviews)
- [Celigo](https://www.g2.com/products/celigo/reviews) — 4.6/5 stars (1052 reviews)
- [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (795 reviews)
- [Workato](https://www.g2.com/products/workato/reviews) — 4.7/5 stars (755 reviews)
- [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews) — 4.5/5 stars (576 reviews)
- [Singular](https://www.g2.com/products/singular/reviews) — 4.5/5 stars (510 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?"

### Power Query

No discussions available for this product.

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