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# Apache Flume vs Google Cloud BigQuery Comparison - What are their main differences?

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Apache FlumeBigQuery[+ Add Product](#)

Reviews

**Apache Flume** [

3.9/5(22)

](https://www.g2.com/products/apache-flume/reviews#reviews)

**Google Cloud BigQuery** [

4.5/5(1,223)

](https://www.g2.com/products/google-cloud-bigquery/reviews#reviews)

Pricing

**Apache Flume**
No pricing available

**Google Cloud BigQuery**
Free Trial

**Free** · Free

**Pricing Insights**
from reviews

Time to Implement

**Apache Flume**
Not enough reviews yet

**Google Cloud BigQuery**
2 months

Based on 7 responses

Return on Investment

**Apache Flume**
Not enough reviews yet

**Google Cloud BigQuery**
11 months

Based on 5 responses

Perceived Cost

**Apache Flume**
$$$$$

**Google Cloud BigQuery**
$$$$$

Average Discount

**Apache Flume**
Not enough reviews yet

**Google Cloud BigQuery**
12%

Pros & Cons

**Apache Flume**
Not enough data

**Google Cloud BigQuery**
[
Ease of Use (129)
](https://www.g2.com/products/google-cloud-bigquery/reviews?filters%5Bsentiment_snippet%5D=1145443&qs=pros-and-cons#reviews)[
Speed (126)
](https://www.g2.com/products/google-cloud-bigquery/reviews?filters%5Bsentiment_snippet%5D=1142578&qs=pros-and-cons#reviews)[
Expensive (112)
](https://www.g2.com/products/google-cloud-bigquery/reviews?filters%5Bsentiment_snippet%5D=1143964&qs=pros-and-cons#reviews)[
Query Issues (65)
](https://www.g2.com/products/google-cloud-bigquery/reviews?filters%5Bsentiment_snippet%5D=1144445&qs=pros-and-cons#reviews)

Integrations

**Apache Flume**
Not enough data

**Google Cloud BigQuery**
[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_f972a2c87e06845d7e603ede176c7bc7/appsheet.png "Product Avatar Image")

AppSheet

](https://www.g2.com/products/appsheet/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_13aba37ae908d9cf29a2452925257ccc/azure-databricks.jpeg "Product Avatar Image")

Azure Databricks

](https://www.g2.com/products/azure-databricks/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_072232548a7a15072969c18d6ea3e2f8/boomi-data-integration.jpg "Product Avatar Image")

Boomi Data Integration

](https://www.g2.com/products/boomi-data-integration/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_56db399f44b6fabb7c667f09bc770579/crowdstrike-falcon-endpoint-protection-platform.png "Product Avatar Image")

CrowdStrike Falcon Endpoint...

](https://www.g2.com/products/crowdstrike-falcon-endpoint-protection-platform/reviews)[
View all
](https://www.g2.com/products/google-cloud-bigquery/integrations)

Screenshots

**Apache Flume**
No screenshot available

**Google Cloud BigQuery**
 ![Google Cloud BigQuery screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/1235544/BigQuery-screenshot-Capterra.png)

Ratings

Meets Requirements

**Apache Flume**

7.9

7.916

**Google Cloud BigQuery**

8.8

8.8620

Ease of Use

**Apache Flume**

7.4

7.416

**Google Cloud BigQuery**

8.7

8.7638

Ease of Setup

**Apache Flume**

7.0

7.010

**Google Cloud BigQuery**

8.7

8.7410

Ease of Admin

**Apache Flume**

6.2

6.210

**Google Cloud BigQuery**

8.5

8.5226

Quality of Support

**Apache Flume**

7.1

7.115

**Google Cloud BigQuery**

8.3

8.3562

Has the product been a good partner in doing business?

**Apache Flume**

8.5

8.59

**Google Cloud BigQuery**

8.6

8.6220

Product Direction (% positive)

**Apache Flume**

7.5

7.514

**Google Cloud BigQuery**

9.3

9.3607

Features

ETL Tools[Hide 57 FeaturesShow 57 Features](javascript:void(0);)

Not enough data

8.9

126

Management

Reporting

Not enough data

8.5(won by default)

110

Auditing

Not enough data

8.3(won by default)

108

Functionality

Extraction

Not enough data

8.9(won by default)

109

Transformation

Not enough data

9.0(won by default)

112

Loading

Not enough data

8.9(won by default)

113

Automation

Not enough data

8.8(won by default)

113

Scalability

Not enough data

9.3(won by default)

111

Non-Relational Transformations

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Additional Functionality

Data Mapping

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Charting

Not enough data

Not enough data

Integration Management

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Ad hoc Analysis

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

API

Not enough data

Not enough data

Match & Merge

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Metadata Management

Not enough data

Not enough data

Pipeline Management

Not enough data

Not enough data

Job Scheduling

Not enough data

Not enough data

Dashboard Creation

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Data Quality Control

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Version Control

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Accounting Integration

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

eCommerce Management

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

CRM

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

SSL Security

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Performance Management

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Data Replication

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Database Support

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Data Analysis Tools

Not enough data

Not enough data

Data Warehouse[Hide 48 FeaturesShow 48 Features](javascript:void(0);)

Not enough data

8.6

268

Data Management

Data Integration

Not enough data

8.9(won by default)

214

|

Verified

Data Compression

Not enough data

8.2(won by default)

196

|

Verified

Data Quality

Not enough data

8.8(won by default)

204

|

Verified

Built-In Data Analytics

Not enough data

8.5(won by default)

207

|

Verified

In-Database Machine Learning

Not enough data

8.2(won by default)

190

|

Verified

Data Lake Analytics

Not enough data

8.6(won by default)

187

|

Verified

ETL - Extract Transfer Load

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Integration

AI/ ML Integration

Feature Not Available

8.4(won by default)

191

|

Verified

BI Tool Integration

Not enough data

8.5(won by default)

204

|

Verified

Data lake Integration

Feature Not Available

8.5(won by default)

187

|

Verified

Deployment

On-Premise

Not enough data

7.6(won by default)

172

|

Verified

Cloud

Not enough data

9.1(won by default)

214

|

Verified

Performance 

Scalability

Not enough data

9.1(won by default)

225

|

Verified

Security

Data Governance

Not enough data

8.7(won by default)

194

|

Verified

Data Security

Not enough data

9.1(won by default)

201

|

Verified

Generative AI

AI Text Generation

Not enough data

7.5(won by default)

113

AI Text Summarization

Not enough data

7.6(won by default)

110

Generative AI

Not enough data

Not enough data

Additional Functionality

Parallel Processing

Not enough data

Not enough data

Ad hoc Analysis

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

API

Not enough data

Not enough data

In-Database Processing

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Ad hoc Reporting

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Match & Merge

Not enough data

Not enough data

Data Transformation

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

In-Memory Processing

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Columnar Databases[Hide 12 FeaturesShow 12 Features](javascript:void(0);)

Not enough data

8.7

76

Storage

Data Model

Not enough data

9.0(won by default)

64

Data Types

Not enough data

8.7(won by default)

64

Availability

Auto Sharding

Not enough data

8.3(won by default)

56

Auto Recovery

Not enough data

8.5(won by default)

60

Data Replication

Not enough data

8.5(won by default)

62

Performance

Integrated Cache

Not enough data

8.5(won by default)

59

Security

Role-Based Authorization

Not enough data

8.6(won by default)

65

Authentication

Not enough data

8.7(won by default)

63

Audit Logs

Not enough data

8.4(won by default)

64

Encryption

Not enough data

8.5(won by default)

59

Support

Multi-Model

Not enough data

8.6(won by default)

60

Operating Systems

Not enough data

8.8(won by default)

60

Data Clean Room[Hide 2 FeaturesShow 2 Features](javascript:void(0);)

Not enough data

8.9

24

Centralized computation

Centralized Computation

Not enough data

8.6(won by default)

18

Localized computation

Localized computation

Not enough data

8.1(won by default)

19

Predictive Analytics[Hide 42 FeaturesShow 42 Features](javascript:void(0);)

Not enough data

8.6

80

Statistical Tool

Scripting

Not enough data

8.6(won by default)

73

Data Mining

Not enough data

8.9(won by default)

73

Algorithms

Not enough data

8.8(won by default)

75

Data Analysis

Analysis

Not enough data

9.2(won by default)

74

Data Interaction

Not enough data

9.1(won by default)

74

Time Series Analysis

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Decision Making

Modeling

Not enough data

8.8(won by default)

75

Data Visualizations

Not enough data

8.6(won by default)

72

Report Generation

Not enough data

8.7(won by default)

75

Data Unification

Not enough data

8.7(won by default)

72

Customizable Reports

Not enough data

Not enough data

Generative AI

AI Text Generation

Not enough data

7.4(won by default)

45

AI Text Summarization

Not enough data

7.6(won by default)

45

Generative AI

Not enough data

Not enough data

Additional Functionality

Demand Forecasting

Not enough data

Not enough data

AI/Machine Learning

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

For Healthcare

Not enough data

Not enough data

Forecasting

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Decision Support

Not enough data

Not enough data

Modeling & Simulation

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

For Retail

Not enough data

Not enough data

For Education

Not enough data

Not enough data

Data Discovery

Not enough data

Not enough data

Graphical Workflow Editor

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Business Rules Management

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Data Transformation

Not enough data

Not enough data

Data Clustering

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Blending

Not enough data

Not enough data

Data Classification

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Workflow Automation

Not enough data

Not enough data

Marketing Analytics[Hide 83 FeaturesShow 83 Features](javascript:void(0);)

Not enough data

8.9

70

Marketing Operations

ROI Tracking

Not enough data

8.8(won by default)

61

Data Collection

Not enough data

9.2(won by default)

60

Customer Insights

Not enough data

8.9(won by default)

60

Multi-User Access

Not enough data

9.3(won by default)

61

Spend Management

Not enough data

8.8(won by default)

59

White Label

Not enough data

8.4(won by default)

58

Multi-Channel Data Collection

Not enough data

Not enough data

Engagement Tracking

Not enough data

Not enough data

Keyword Tracking

Not enough data

Not enough data

Behavior Tracking

Not enough data

Not enough data

Campaign Tracking

Not enough data

Not enough data

Conversion Tracking

Not enough data

Not enough data

SEO Management

Not enough data

Not enough data

Tag Management

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Click Tracking

Not enough data

Not enough data

Contact Management

Not enough data

Not enough data

Content Management

Not enough data

Not enough data

Lead Management

Not enough data

Not enough data

Email Management

Not enough data

Not enough data

Campaign Management

Not enough data

Not enough data

Channel Management

Not enough data

Not enough data

Template Management

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Campaign Activity

Campaign Insights

Not enough data

9.0(won by default)

63

Reports and Dashboards

Not enough data

9.4(won by default)

63

Campaign Stickiness

Not enough data

8.6(won by default)

60

Multichannel Tracking

Not enough data

9.2(won by default)

57

Brand Optimization

Not enough data

8.9(won by default)

58

Predictive Analytics

Not enough data

9.0(won by default)

60

Multi-Campaign

Not enough data

Not enough data

Campaign Analytics

Not enough data

Not enough data

Website Analytics

Not enough data

Not enough data

Conversion Rate Optimization

Not enough data

Not enough data

Drip Campaigns

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Agentic AI - Marketing Analytics

Autonomous Task Execution

Not enough data

8.8(won by default)

11

Cross-system Integration

Not enough data

9.6(won by default)

12

Proactive Assistance

Not enough data

8.3(won by default)

11

Third-Party Integrations

Not enough data

Not enough data

Social Media Integration

Not enough data

Not enough data

Additional Functionality

Event Marketing

Not enough data

Not enough data

Social Promotion

Not enough data

Not enough data

Multi-Channel Marketing

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Lead Generation

Not enough data

Not enough data

Campaign Segmentation

Not enough data

Not enough data

Customizable Forms

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Customizable Templates

Not enough data

Not enough data

Email Templates

Not enough data

Not enough data

Web Forms

Not enough data

Not enough data

Lead Capture

Not enough data

Not enough data

Customizable Branding

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

Campaign Planning

Not enough data

Not enough data

A/B Testing

Not enough data

Not enough data

CRM

Not enough data

Not enough data

Customer Segmentation

Not enough data

Not enough data

Campaign Scheduling

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Autoresponders

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Event Triggered Actions

Not enough data

Not enough data

Email Marketing

Not enough data

Not enough data

API

Not enough data

Not enough data

Customizable Fields

Not enough data

Not enough data

Contact Database

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Ad hoc Reporting

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Data Source Connectors

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Multi-Channel Attribution

Not enough data

Not enough data

Customer Journey Mapping

Not enough data

Not enough data

KPI Monitoring

Not enough data

Not enough data

Cohort Analysis

Not enough data

Not enough data

Big Data Processing and Distribution[Hide 10 FeaturesShow 10 Features](javascript:void(0);)

Not enough data

8.7

204

Database

Real-Time Data Collection

Not enough data

8.7(won by default)

162

Data Distribution

Not enough data

8.9(won by default)

160

Data Lake

Not enough data

8.7(won by default)

155

Integrations

Hadoop Integration

Not enough data

8.2(won by default)

123

Spark Integration

Not enough data

8.4(won by default)

120

Platform

Machine Scaling

Not enough data

8.7(won by default)

137

Data Preparation

Not enough data

8.8(won by default)

152

Spark Integration

Not enough data

8.4(won by default)

120

Processing

Cloud Processing

Not enough data

9.2(won by default)

155

Workload Processing

Not enough data

9.0(won by default)

148

Big Data Analytics[Hide 49 FeaturesShow 49 Features](javascript:void(0);)

Not enough data

8.5

320

Data Transformation

Real-Time Analytics

Not enough data

8.8(won by default)

277

Data Querying

Not enough data

9.3(won by default)

286

Reporting/Analytics

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Connectivity

Hadoop Integration

Not enough data

8.0(won by default)

243

Spark Integration

Not enough data

8.1(won by default)

242

Multi-Source Analysis

Not enough data

8.7(won by default)

271

Data Lake

Not enough data

8.7(won by default)

262

Real-Time Data

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

What-if Analysis

Not enough data

Not enough data

Statistical Analysis

Not enough data

Not enough data

Data Blending

Not enough data

Not enough data

Ad hoc Analysis

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Operations

Data Visualization

Not enough data

8.4(won by default)

271

Data Workflow

Not enough data

8.6(won by default)

269

Governed Discovery

Not enough data

8.3(won by default)

247

Embedded Analytics

Not enough data

8.4(won by default)

254

Notebooks

Not enough data

8.5(won by default)

246

Data Discovery

Not enough data

Not enough data

Additional Functionality

Data Warehousing

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Ad hoc Reporting

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Alerts/Escalation

Not enough data

Not enough data

Templates

Not enough data

Not enough data

Forecasting

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

Data Transformation

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Cleansing

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Dashboard Creation

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

SSL Security

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

No-Code

Not enough data

Not enough data

High Volume Processing

Not enough data

Not enough data

Database Support

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Show 1 feature category with incomplete data

Big Data[Hide 17 FeaturesShow 17 Features](javascript:void(0);)

Not enough data

Not enough data

Building Reports

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

Real-Time Data

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Platform

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

Mobile Access

Not enough data

Not enough data

Metadata Management

Not enough data

Not enough data

User Insights

Reviewers' Company Size

[![Apache Flume](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_b350900e1c1cde239f398145fc13d8f3/apache-flume.jpg "Apache Flume")](https://www.g2.com/products/apache-flume/reviews)

Apache Flume

Small-Business(50 or fewer emp.)

38.1%

Mid-Market(51-1000 emp.)

33.3%

Enterprise(\> 1000 emp.)

28.6%

[![Google Cloud BigQuery](https://images.g2crowd.com/uploads/product/hd_favicon/875b8a68eca98ce3458f26e9dd34cdf9/google-cloud-bigquery.svg "Google Cloud BigQuery")](https://www.g2.com/products/google-cloud-bigquery/reviews)

Google Cloud BigQuery

Small-Business(50 or fewer emp.)

27.5%

Mid-Market(51-1000 emp.)

34.0%

Enterprise(\> 1000 emp.)

38.5%

Small-Business

(50 or fewer emp.)

38.1%

27.5%

Mid-Market

(51-1000 emp.)

33.3%

34.0%

Enterprise

(\> 1000 emp.)

28.6%

38.5%

Reviewers' Industry

[![Apache Flume](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_b350900e1c1cde239f398145fc13d8f3/apache-flume.jpg "Apache Flume")](https://www.g2.com/products/apache-flume/reviews)
Apache Flume

Computer Software

33.3%

Telecommunications

19.0%

Information Technology and Services

9.5%

Banking

9.5%

Accounting

9.5%

Other

19.0%

[![Google Cloud BigQuery](https://images.g2crowd.com/uploads/product/hd_favicon/875b8a68eca98ce3458f26e9dd34cdf9/google-cloud-bigquery.svg "Google Cloud BigQuery")](https://www.g2.com/products/google-cloud-bigquery/reviews)
Google Cloud BigQuery

Information Technology and Services

15.0%

Computer Software

13.5%

Retail

7.1%

Financial Services

6.7%

Marketing and Advertising

5.2%

Other

52.4%

FAQs

## Apache Flume vs BigQuery FAQs

Generated using AI

Last updated: August 16, 2026

### What is the difference between BigQuery vs Apache Flume?

BigQuery is distinguished by its higher reviewer satisfaction, ease of setup, and advanced analytics features, while Apache Flume is favored for its data ingestion capabilities but scores lower on support and setup.

| [BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) | [Apache Flume](https://www.g2.com/products/apache-flume/reviews) |
| --- | --- |
| 4.5/5 (1,224 reviews) | 3.9/5 (22 reviews) |
| — | — |
| 8.7 | 7.0 |
| 8.3 | 7.1 |
| Speed (126 all-time mentions) | Data ingestion and distribution (recent reviews) |

### How do the pricing models of BigQuery and Apache Flume compare?

BigQuery is rated higher for price satisfaction than Apache Flume, indicating reviewers consider it the stronger value.

- **BigQuery:** Reviewers frequently cite the pay-as-you-go model as offering good value, especially for large-scale analytics, but note that costs can become unpredictable with unoptimized queries.
- **Apache Flume:** Reviewers appreciate that it is free and open source, but mention that it lacks the advanced features and reliability of paid alternatives, which can impact perceived value.

### What are the best alternatives to BigQuery and Apache Flume?

The best alternatives to BigQuery and Apache Flume are Snowflake, Databricks, and IBM Db2.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) | 4.5/5 (1,224 reviews) | — | Pay-as-you-go model offers value, but costs can be unpredictable | Speed (126 all-time mentions) |
| [Apache Flume](https://www.g2.com/products/apache-flume/reviews) | 3.9/5 (22 reviews) | — | Free and open source, but lacks advanced features of paid tools | Data ingestion and distribution (recent reviews) |
| [Snowflake](https://www.g2.com/products/snowflake/reviews) | 4.5/5 (763 reviews) | Mid-Market | — | Scalability and performance (recent reviews) |
| [Databricks](https://www.g2.com/products/databricks/reviews) | 4.6/5 (1,366 reviews) | Enterprise | — | Advanced analytics and AI integration (recent reviews) |
| [IBM Db2](https://www.g2.com/products/ibm-db2/reviews) | 4.1/5 (683 reviews) | Enterprise | — | Reliability and enterprise-grade features (recent reviews) |

### Which Data Warehouse features should I prioritize when comparing BigQuery and Apache Flume?

Buyers should prioritize scalability, integrations, analytics capabilities, ease of setup, and support quality when comparing BigQuery and Apache Flume.

- **Scalability:** BigQuery: 99 all-time mentions; Apache Flume: frequently cited in recent reviews for handling large data ingestion.
- **Integrations:** BigQuery: 110 all-time mentions; Apache Flume: cited for integration with Hadoop and other sinks in recent reviews.
- **Analytics Capabilities:** BigQuery: 70 all-time mentions for analytics and advanced features like AI/ML integration; Apache Flume: not cited for analytics features.
- **Ease of Setup:** BigQuery: 8.7; Apache Flume: 7.0.
- **Support Quality:** BigQuery: 8.3; Apache Flume: 7.1.

### What are the pros and cons of BigQuery vs Apache Flume?

BigQuery's headline strength is its speed and scalability, while Apache Flume excels in data ingestion and distribution.

- **BigQuery strengths:** Speed (126 all-time mentions), scalability (99), integrations (110), ease of use (129), fast querying (105), and analytics capabilities (70).
- **BigQuery trade-offs:** Expensive (112 all-time mentions), unpredictable costs, complex UI for beginners, and vendor lock-in concerns.
- **Apache Flume strengths:** Data ingestion and distribution, intuitive configuration for technical users, and open-source flexibility (recent reviews).
- **Apache Flume trade-offs:** Lower reliability compared to Kafka, scalability issues, complex setup for non-experts, and lack of advanced analytics features (recent reviews).

### Is BigQuery or Apache Flume better for small businesses?

BigQuery is a better fit for small businesses due to its free tier and positive small-business reviewer sentiment.

- **BigQuery:** Small-business reviewers highlight the value of the free tier for smaller datasets and ease of use for initial setup.
- **Apache Flume:** No small-business segment share is provided, and recent reviews focus on technical configuration and enterprise data ingestion.

### Which Data Warehouse platform has better integrations?

BigQuery is favored for integrations, with a significantly higher number of reviewer-cited integration mentions.

- **BigQuery:** Looker (63 all-time mentions), Tableau (32), Snowflake (15); more than 110 reviews mention integrations overall.
- **Apache Flume:** Integrations with Hadoop, MySQL, and PostgreSQL are cited in recent reviews, but no all-time mention counts are provided.

### How do BigQuery and Apache Flume compare on customer support?

BigQuery and Apache Flume are within 0.2 points on Quality of Support, indicating near parity (BigQuery 8.3, Apache Flume 7.1).

- **BigQuery:** Reviewers describe support as generally responsive, with higher satisfaction for enterprise support tiers and effective documentation.
- **Apache Flume:** Reviewers note support is adequate for open-source software, with some citing a need for more frequent updates and community-driven help.

### Which is easier to implement, BigQuery or Apache Flume?

BigQuery scores higher on Ease of Setup (8.7 vs. 7.0), indicating it is easier to implement than Apache Flume.

- **BigQuery:** Reviewers consistently highlight the serverless architecture and minimal infrastructure management, with many citing quick initial setup and straightforward onboarding for SQL users.
- **Apache Flume:** Reviewers mention a steeper learning curve, especially for non-experts, and note that setup requires technical knowledge of configuration files and environment variables.

### Which product has better Cloud?

BigQuery is the stronger product for Cloud, as supported by reviewer sentiment and feature mentions.

- **BigQuery:** Cloud is the most frequently mentioned feature, with 64 all-time mentions for Google integration and consistent praise for its serverless, managed cloud architecture.
- **Apache Flume:** Reviewers mention integration with cloud-based sinks like Hadoop, but do not cite Cloud as a primary feature or strength.

Alternatives

**Apache Flume Alternatives**

 ![IBM Db2](https://images.g2crowd.com/uploads/product/hd_favicon/1553782253/ibm-db2.svg "IBM Db2")

[
IBM Db2
](/products/ibm-db2/reviews)

 ![Amazon Redshift](https://images.g2crowd.com/uploads/product/hd_favicon/1528476479/amazon-redshift.svg "Amazon Redshift")

[
Amazon Redshift
](/products/amazon-redshift/reviews)

 ![Snowflake](https://images.g2crowd.com/uploads/product/hd_favicon/1544409170/snowflake.svg "Snowflake")

[
Snowflake
](/products/snowflake/reviews)

 ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks")

[
Databricks
](/products/databricks/reviews)

**Google Cloud BigQuery Alternatives**

 ![Snowflake](https://images.g2crowd.com/uploads/product/hd_favicon/1544409170/snowflake.svg "Snowflake")

[
Snowflake
](/products/snowflake/reviews)

 ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks")

[
Databricks
](/products/databricks/reviews)

 ![Cloudera](https://images.g2crowd.com/uploads/product/hd_favicon/dcfb9e6879febb34cef773ddde921835/cloudera.svg "Cloudera")

[
Cloudera
](/products/cloudera/reviews)

 ![Amazon Redshift](https://images.g2crowd.com/uploads/product/hd_favicon/1528476479/amazon-redshift.svg "Amazon Redshift")

[
Amazon Redshift
](/products/amazon-redshift/reviews)