# Airbyte vs dbt Comparison
---
## AI Generated Summary
- **G2 reviewers report** that dbt excels in providing a structured approach to data transformation, making it a favorite among users who appreciate its integration with tools like BigQuery and version control systems. Users highlight that it facilitates teamwork and does not delay implementation, which is crucial for daily operations.
- **Users say** that Airbyte stands out for its simplicity in pulling data from multiple sources into a warehouse. Reviewers appreciate its ability to handle syncing tasks without the need for custom pipelines, allowing for smoother analytics processes.
- **According to verified reviews** , dbt's automation capabilities are a significant advantage, as it helps users create reliable data models effortlessly. This feature instills confidence in the accuracy of KPIs, which is essential for data-driven decision-making.
- **Reviewers mention** that Airbyte's capacity-based pricing model is a game changer, allowing teams to experiment with new data sources without the fear of escalating costs. This flexibility is particularly beneficial for small businesses looking to scale their data operations.
- **G2 reviewers highlight** that while both tools are easy to use, dbt slightly edges out with a more robust support system, receiving higher ratings for quality of support. Users feel more confident knowing they can rely on effective assistance when needed.
- **Users report** that Airbyte's recent updates, such as Airbyte Flex, provide marketing teams with the freedom to integrate various platforms without worrying about per-connector pricing, enhancing their ability to innovate and adapt quickly.



---
## Frequently Asked Questions

### What is the difference between Airbyte vs dbt?

dbt is distinguished by its higher G2 rating and transformation strengths, while Airbyte is favored for its connector quantity and extraction/loading capabilities.

| [Airbyte](https://www.g2.com/products/airbyte/reviews) | [dbt](https://www.g2.com/products/dbt/reviews) |
| --- | --- |
| 4.4/5 (78 reviews) | 4.7/5 (209 reviews) |
| Mid-Market | Mid-Market |
| 8.7 | 8.6 |
| 8.0 | 8.8 |
| Connectors Quantity (26 all-time mentions) | Transformation (16 all-time mentions) |



### How do the pricing models of Airbyte and dbt compare?

dbt is rated higher for value, with a stronger Price/Cost satisfaction score than Airbyte.

- **Airbyte:** Reviewers highlight Airbyte's cost-effectiveness and transparent pricing, especially for teams seeking open-source or self-hosted options, but note that cloud pricing can become unpredictable as data volumes grow.
- **dbt:** dbt is praised for being inexpensive to use, with reviewers noting that dbt Cloud is cost-effective and dbt Core is free for self-hosted environments.
- **Switching reasons:** Several Airbyte reviewers mention switching from more expensive proprietary ETL platforms to Airbyte for cost savings and flexibility.



### What are the best alternatives to Airbyte and dbt?

The top 3 alternatives to Airbyte and dbt are Databricks, Fivetran, and Alteryx.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [Airbyte](https://www.g2.com/products/airbyte/reviews) | 4.4/5 (78 reviews) | Mid-Market | Transparent pricing, cost-effective for self-hosted | Connectors Quantity (26 all-time mentions) |
| [dbt](https://www.g2.com/products/dbt/reviews) | 4.7/5 (209 reviews) | Mid-Market | Inexpensive for self-hosted, cost-effective cloud | Transformation (16 all-time mentions) |
| [Databricks](https://www.g2.com/products/databricks/reviews) | 4.6/5 (1366 reviews) | Enterprise | — | Scalability and performance |
| [Fivetran](https://www.g2.com/products/fivetran/reviews) | 4.3/5 (828 reviews) | Mid-Market | — | Automated data integration |
| [Alteryx](https://www.g2.com/products/alteryx/reviews) | 4.6/5 (894 reviews) | Enterprise | — | Advanced analytics capabilities |



### Which ETL Tools features should I prioritize when comparing Airbyte and dbt?

Buyers comparing Airbyte and dbt should prioritize Connectors, Transformation, Ease of Use, Quality of Support, and Pricing.

- **Connectors:** Airbyte is cited for Connectors Quantity (26 all-time mentions); dbt has 12 all-time mentions for Integrations.
- **Transformation:** dbt leads with Transformation (16 all-time mentions); Airbyte supports transformation via dbt integration but is not cited as a transformation leader.
- **Ease of Use:** Airbyte (43 all-time mentions), dbt (34 all-time mentions).
- **Quality of Support:** Airbyte (8.0), dbt (8.8).
- **Pricing:** Airbyte (cost-effective, 9 all-time mentions), dbt (inexpensive, positive recent sentiment).



### What are the pros and cons of Airbyte vs dbt?

Airbyte's headline strength is its connector quantity and flexibility, while dbt's is its transformation capabilities and data quality features.

- **Airbyte strengths:** Connectors Quantity (26 all-time mentions), Ease of Use (43), Cost-Effective (9), Flexibility (7), Quick Setup (11), Data Integration (9).
- **Airbyte trade-offs:** Poor Documentation (8), Difficult Setup (7), occasional connector instability, and slower support response times in some reviews.
- **dbt strengths:** Transformation (16 all-time mentions), Data Quality (14), Features (21), Automation (17), Productivity Improvement (14), Documentation Quality (11), Easy Setup (11).
- **dbt trade-offs:** Limited Functionality (13), Dependency Issues (12), Steep Learning Curve (10), Error Handling (9), and complexity in managing large projects.



### Is Airbyte or dbt better for small businesses?

Airbyte is a better fit for small businesses, as indicated by its largest reviewer segment and positive small-business sentiment.

- **Airbyte:** Largest segment is Mid-Market, but recent reviews from small-business users highlight ease of setup, cost savings, and flexibility for teams with limited engineering resources.
- **dbt:** Largest segment is Mid-Market, with small-business reviewers noting ease of use for those with SQL skills, but also mentioning a steeper learning curve for non-technical users.



### Which ETL Tools platform has better integrations?

Airbyte is favored for integrations due to its higher all-time connector and integration mention counts.

- **Airbyte:** Snowflake (7 all-time mentions), Slack (6), Google Ads (4); reviewers frequently cite the breadth of available connectors and integration options.
- **dbt:** Snowflake (22 all-time mentions); reviewers highlight strong integration with major data warehouses, especially Snowflake.



### How do Airbyte and dbt compare on customer support?

dbt has a higher Quality of Support score than Airbyte by 0.8 points, a material difference.

- **Airbyte:** Reviewers describe generally positive support experiences but note occasional slow response times and limited documentation for less common connectors.
- **dbt:** Reviewers consistently praise dbt's support team for responsiveness and helpful onboarding, with several citing quick resolution of support tickets and strong documentation.



### Which is easier to implement, Airbyte or dbt?

Airbyte and dbt score within a tenth of a point on Ease of Setup, indicating near parity.

- **Airbyte:** Reviewers highlight quick setup, intuitive UI, and straightforward deployment, especially for standard pipelines, but mention a learning curve for complex connectors.
- **dbt:** Reviewers note that dbt is easy to set up for those with SQL experience, with helpful documentation and onboarding, but mention a steeper learning curve for advanced features and large projects.



### Which product has better Transformation?

dbt is the clear leader for Transformation, with more reviewer-cited strengths and higher mention counts.

- **Airbyte:** Transformation is supported via dbt integration, but Airbyte is not cited as a transformation leader; focus is on extraction and loading.
- **dbt:** Transformation (16 all-time mentions), strong reviewer sentiment for transformation features, and a 9.2 Meets Requirements score.



| | Airbyte | dbt | 
|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.7 out of 5 | 
| **Total Reviews** | 78 | 209 | 
| **Largest Market Segment** | Small-Business (58.7% of reviews) | Mid-Market (56.8% of reviews) | 
| **Entry Level Price** | Free | No pricing available | 

---
## Top Pros & Cons

### Airbyte

Pros:
- Ease of Use (43 reviews)
- Connectors Quantity (26 reviews)

Cons:
- Poor Documentation (8 reviews)
- Difficult Setup (7 reviews)

### dbt

Pros:
- Ease of Use (34 reviews)
- Features (21 reviews)

Cons:
- Limited Functionality (13 reviews)
- Dependency Issues (12 reviews)

---
## Ratings Comparison
| Rating | Airbyte | dbt | 
|---|---|---|
  | **Meets Requirements** | 8.6 (64 reviews) | 9.2 (154 reviews) | 
  | **Ease of Use** | 9.0 (65 reviews) | 9.0 (157 reviews) | 
  | **Ease of Setup** | 8.7 (50 reviews) | 8.6 (96 reviews) | 
  | **Ease of Admin** | 8.4 (34 reviews) | 8.5 (59 reviews) | 
  | **Quality of Support** | 8.0 (53 reviews) | 8.8 (125 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.5 (28 reviews) | 8.6 (53 reviews) | 
  | **Product Direction (% positive)** | 9.1 (66 reviews) | 9.6 (140 reviews) | 

---
## Pricing

### Airbyte

#### Entry-Level Pricing

Plan: Free

Price: Free

Description: Get started for free before picking a plan.

Key Features:
- 1000 Agent Operations per month
- Context Store refreshes daily (hourly for first month)
- Community and AI support

[Browse all 4 editions](https://www.g2.com/products/airbyte/pricing)

#### Free Trial

Yes

### dbt

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Airbyte** | N/A | N/A |
| **dbt** | N/A | N/A |

#### Reports

| Feature | Airbyte | dbt | 
|---|---|---|
| **Reports Interface** | Not enough data | Not enough data | 
| **Steps to Answer** | Not enough data | Not enough data | 
| **Graphs and Charts** | Not enough data | Not enough data | 
| **Score Cards** | Not enough data | Not enough data | 
| **Dashboards** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Marketing Reports** | Not enough data | Not enough data | 
| **Sales Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Interactive Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Customizable Dashboard** | Not enough data | Not enough data | 

#### Self Service 

| Feature | Airbyte | dbt | 
|---|---|---|
| **Calculated Fields** | Not enough data | Not enough data | 
| **Data Column Filtering** | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | 
| **Search** | Not enough data | Not enough data | 
| **Collaboration / Workflow** | Not enough data | Not enough data | 
| **Automodeling** | Not enough data | Not enough data | 
| **Natural Language Search** | Not enough data | Not enough data | 
| **Visual Discovery** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Airbyte | dbt | 
|---|---|---|
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Big Data Services** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Building Reports

| Feature | Airbyte | dbt | 
|---|---|---|
| **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

| Feature | Airbyte | dbt | 
|---|---|---|
| **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 | 

#### Additional Functionality

| Feature | Airbyte | dbt | 
|---|---|---|
| **Customizable Branding** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Publishing/Sharing** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Strategic Planning** | Not enough data | Not enough data | 
| **Self Service Data Preparation** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Text Analysis** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Widgets** | Not enough data | Not enough data | 
| **Benchmarking** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Trend/Problem Indicators** | Not enough data | Not enough data | 
| **Customizable Templates** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Profitability Analysis** | Not enough data | Not enough data | 
| **OLAP** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Key Performance Indicators** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Data Mining** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Ad hoc Query** | Not enough data | Not enough data | 

### Data Preparation

| Product | Score | Reviews |
|---|---|---|
| **Airbyte** | N/A | N/A |
| **dbt** | 8.7/10 | 59 |

#### Data Source Access

| Feature | Airbyte | dbt | 
|---|---|---|
| **Breadth of Data Sources** | Not enough data | 8.8 (47 reviews) | 
| **Ease of Data Connectivity** | Not enough data | 9.2 (51 reviews) | 
| **API Connectivity** | Not enough data | 8.6 (42 reviews) | 

#### Data Interaction

| Feature | Airbyte | dbt | 
|---|---|---|
| **Profiling and Classification** | Not enough data | 8.3 (41 reviews) | 
| **Metadata Management** | Not enough data | 8.6 (45 reviews) | 
| **Data Modeling** | Not enough data | 9.0 (52 reviews) | 
| **Data Joining** | Not enough data | 9.1 (49 reviews) | 
| **Data Blending** | Not enough data | 9.1 (43 reviews) | 
| **Data Quality and Cleansing** | Not enough data | 9.4 (49 reviews) | 
| **Data Sharing** | Not enough data | 8.7 (48 reviews) | 
| **Data Governance** | Not enough data | 8.6 (47 reviews) | 

#### Data Exporting

| Feature | Airbyte | dbt | 
|---|---|---|
| **Breadth of Integrations** | Not enough data | 8.5 (42 reviews) | 
| **Ease of Integrations** | Not enough data | 8.7 (45 reviews) | 
| **Data Workflows** | Not enough data | 9.1 (46 reviews) | 

#### Generative AI

| Feature | Airbyte | dbt | 
|---|---|---|
| **AI Text Generation** | Not enough data | 6.5 (27 reviews) | 
| **Generative AI** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Airbyte | dbt | 
|---|---|---|
| **Data Analysis Tools** | Not enough data | Not enough data | 
| **AI/Machine Learning** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **ETL** | Not enough data | Not enough data | 
| **Big Data Analytics** | Not enough data | Not enough data | 
| **Data Quality Control** | Not enough data | Not enough data | 

### Data Extraction

| Product | Score | Reviews |
|---|---|---|
| **Airbyte** | 7.3/10 | 9 |
| **dbt** | N/A | N/A |

#### Functionality

| Feature | Airbyte | dbt | 
|---|---|---|
| **Diverse Extraction Points** | 7.3 (8 reviews) | Not enough data | 
| **Data Structuring** | 7.3 (8 reviews) | Not enough data | 
| **Consolidation** | 7.6 (9 reviews) | Not enough data | 
| **Data Cleaning** | 7.5 (8 reviews) | Not enough data | 
| **Cloud Extraction** | 7.9 (8 reviews) | Not enough data | 
| **Visualization** | 6.3 (8 reviews) | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Image Extraction** | Not enough data | Not enough data | 
| **IP Address Extraction** | Not enough data | Not enough data | 
| **Email Address Extraction** | Not enough data | Not enough data | 
| **Metadata Extraction** | Not enough data | Not enough data | 
| **Document Extraction** | Not enough data | Not enough data | 
| **Phone Number Extraction** | Not enough data | Not enough data | 
| **Auto Extraction** | Not enough data | Not enough data | 
| **IP Address Extraction** | Not enough data | Not enough data | 
| **Email Address Extraction** | Not enough data | Not enough data | 
| **Image Extraction** | Not enough data | Not enough data | 
| **Web Data Extraction** | Not enough data | Not enough data | 

#### Diverse Extraction Points

| Feature | Airbyte | dbt | 
|---|---|---|
| **Diverse Extraction Points** | 7.3 (8 reviews) | Not enough data | 

#### Additional Functionality

| Feature | Airbyte | dbt | 
|---|---|---|
| **Data Storage Management** | Not enough data | Not enough data | 
| **Customizable Templates** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Reminders** | Not enough data | Not enough data | 
| **Multi-Language** | Not enough data | Not enough data | 
| **Visual Discovery** | Not enough data | Not enough data | 
| **Mobile Access** | Not enough data | Not enough data | 
| **Rules-Based Workflow** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Customizable Forms** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Multi-Channel Distribution** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Data Transformation** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Surveys & Feedback** | Not enough data | Not enough data | 
| **Customizable Fields** | Not enough data | Not enough data | 
| **Forms Management** | Not enough data | Not enough data | 
| **Multi-Channel Data Collection** | Not enough data | Not enough data | 
| **HIPAA Compliant** | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | 
| **Secure Data Storage** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Multi-Device Support** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Audience Targeting** | Not enough data | Not enough data | 
| **Offline Response Collection** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Version Control** | Not enough data | Not enough data | 
| **Query Builder** | Not enough data | Not enough data | 
| **IP Rotation** | Not enough data | Not enough data | 
| **AI/Machine Learning** | Not enough data | Not enough data | 
| **Data Verification** | Not enough data | Not enough data | 
| **Optical Character Recognition** | Not enough data | Not enough data | 
| **Batch Processing** | Not enough data | Not enough data | 
| **Data Aggregation and Publishing** | Not enough data | Not enough data | 
| **Job Scheduling** | Not enough data | Not enough data | 
| **Data Mining** | Not enough data | Not enough data | 
| **Proxy Rotation** | Not enough data | Not enough data | 
| **Geotargeting** | Not enough data | Not enough data | 
| **Data Aggregation** | Not enough data | Not enough data | 
| **JavaScript Rendering** | Not enough data | Not enough data | 
| **HTML Parsing** | Not enough data | Not enough data | 
| **Multiple File Format Support** | Not enough data | Not enough data | 
| **Data Cleansing** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **CAPTCHA Solving** | Not enough data | Not enough data | 
| **Integration Management** | Not enough data | Not enough data | 
| **Website Crawling** | Not enough data | Not enough data | 
| **Scheduling** | Not enough data | Not enough data | 
| **Bot Mitigation** | Not enough data | Not enough data | 
| **User Management** | Not enough data | Not enough data | 
| **Customization** | Not enough data | Not enough data | 
| **Proactive Error Detection** | Not enough data | Not enough data | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Airbyte** | 8.3/10 | 51 |
| **dbt** | 9.1/10 | 49 |

#### Management

| Feature | Airbyte | dbt | 
|---|---|---|
| **Reporting** | 7.8 (49 reviews) | Feature Not Available | 
| **Auditing** | 7.7 (48 reviews) | 8.3 (39 reviews) | 

#### Functionality

| Feature | Airbyte | dbt | 
|---|---|---|
| **Extraction** | 9.0 (50 reviews) | Feature Not Available | 
| **Transformation** | 7.4 (48 reviews) | 9.3 (47 reviews) | 
| **Loading** | 8.8 (50 reviews) | Feature Not Available | 
| **Automation** | 8.7 (50 reviews) | 9.4 (42 reviews) | 
| **Scalability** | 8.5 (51 reviews) | 9.2 (39 reviews) | 
| **Non-Relational Transformations** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Airbyte | dbt | 
|---|---|---|
| **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 | 

### E-Commerce Data Integration

| Product | Score | Reviews |
|---|---|---|
| **Airbyte** | N/A | N/A |
| **dbt** | N/A | N/A |

#### Development 

| Feature | Airbyte | dbt | 
|---|---|---|
| **Pre-built Connectors** | Not enough data | Not enough data | 
| **Custom Connectors** | Not enough data | Not enough data | 

#### Management 

| Feature | Airbyte | dbt | 
|---|---|---|
| **Reporting and Analytics** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 

#### Integration Options

| Feature | Airbyte | dbt | 
|---|---|---|
| **ERP Systems** | Not enough data | Not enough data | 
| **Accounting Systems** | Not enough data | Not enough data | 
| **CRM and Marketing Automation Systems** | Not enough data | Not enough data | 
| **EDI** | Not enough data | Not enough data | 

### DataOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Airbyte** | N/A | N/A |
| **dbt** | 8.2/10 | 70 |

#### Data Management

| Feature | Airbyte | dbt | 
|---|---|---|
| **Data Integration** | Not enough data | 9.3 (54 reviews) | 
| **Metadata** | Not enough data | 9.1 (55 reviews) | 
| **Self-service** | Not enough data | 9.1 (52 reviews) | 
| **Automated workflows** | Not enough data | 9.4 (52 reviews) | 

#### Agentic AI - DataOps Platforms

| Feature | Airbyte | dbt | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.5 (8 reviews) | 
| **Multi-step Planning** | Not enough data | 7.4 (7 reviews) | 
| **Cross-system Integration** | Not enough data | 8.5 (11 reviews) | 
| **Adaptive Learning** | Not enough data | 8.1 (9 reviews) | 
| **Decision Making** | Not enough data | 8.5 (9 reviews) | 

#### Analytics

| Feature | Airbyte | dbt | 
|---|---|---|
| **Analytics capabilities** | Not enough data | 8.8 (49 reviews) | 
| **Dasboard visualizations** | Not enough data | 7.3 (34 reviews) | 

#### Monitoring and Management

| Feature | Airbyte | dbt | 
|---|---|---|
| **Data Observability** | Not enough data | 8.7 (43 reviews) | 
| **Testing capabilities** | Not enough data | 8.9 (53 reviews) | 

#### Cloud Deployment

| Feature | Airbyte | dbt | 
|---|---|---|
| **Hybrid cloud support** | Not enough data | 8.7 (37 reviews) | 
| **Cloud migration capabilities** | Not enough data | 8.8 (29 reviews) | 

#### Generative AI

| Feature | Airbyte | dbt | 
|---|---|---|
| **AI Text Generation** | Not enough data | 5.7 (12 reviews) | 
| **AI Text Summarization** | Not enough data | 6.0 (12 reviews) | 

### Data Warehouse Automation

| Product | Score | Reviews |
|---|---|---|
| **Airbyte** | N/A | N/A |
| **dbt** | 8.7/10 | 42 |

#### Automation

| Feature | Airbyte | dbt | 
|---|---|---|
| **Workflow Automation** | Not enough data | 8.8 (35 reviews) | 
| **Multi-platform support** | Not enough data | 8.3 (32 reviews) | 
| **Data Management** | Not enough data | 8.6 (35 reviews) | 
| **Data Simplicity** | Not enough data | Feature Not Available | 

#### Functionality

| Feature | Airbyte | dbt | 
|---|---|---|
| **Documentation management** | Not enough data | 8.6 (34 reviews) | 
| **Platform support** | Not enough data | 8.6 (34 reviews) | 
| **Template functionality** | Not enough data | 8.4 (34 reviews) | 

#### Administration

| Feature | Airbyte | dbt | 
|---|---|---|
| **Error Alerts** | Not enough data | 8.5 (38 reviews) | 
| **Service Automation** | Not enough data | 8.9 (34 reviews) | 
| **Workflow management** | Not enough data | 9.2 (36 reviews) | 

#### Agentic AI - Data Warehouse Automation

| Feature | Airbyte | dbt | 
|---|---|---|
| **Proactive Assistance** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Airbyte | dbt | 
|---|---|---|
| **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 | 

### Semantic Layer Tools

| Product | Score | Reviews |
|---|---|---|
| **Airbyte** | N/A | N/A |
| **dbt** | N/A | N/A |

#### Deployment & Integration - Semantic Layer Tools

| Feature | Airbyte | dbt | 
|---|---|---|
| **Multi-Environment & Multi-Cloud Support** | Not enough data | Not enough data | 
| **Open API & SDK Integration** | Not enough data | Not enough data | 

#### Data Connectivity & Federation - Semantic Layer Tools

| Feature | Airbyte | dbt | 
|---|---|---|
| **Cross-Source Query Federation** | Not enough data | Not enough data | 
| **Dynamic Schema & Metadata Adaptation** | Not enough data | Not enough data | 

#### Data Modeling & Metrics - Semantic Layer Tools

| Feature | Airbyte | dbt | 
|---|---|---|
| **Derived & Calculated Metrics** | Not enough data | Not enough data | 
| **Time Intelligence Functions** | Not enough data | Not enough data | 

#### Performance Optimization - Semantic Layer Tools

| Feature | Airbyte | dbt | 
|---|---|---|
| **Query Caching & Acceleration** | Not enough data | Not enough data | 
| **Adaptive Query Optimization** | Not enough data | Not enough data | 

#### Governance - Semantic Layer Tools

| Feature | Airbyte | dbt | 
|---|---|---|
| **AI Governance & Observability** | Not enough data | Not enough data | 
| **Metric Lineage for AI Training Data** | Not enough data | Not enough data | 
| **Version Control & Change Impact Analysis** | Not enough data | Not enough data | 

#### Advanced Intelligence - Semantic Layer Tools

| Feature | Airbyte | dbt | 
|---|---|---|
| **Natural Language Query Interface** | Not enough data | Not enough data | 
| **Semantic Layer for AI/ML Models** | Not enough data | Not enough data | 
| **Recommendation Engine** | Not enough data | Not enough data | 

#### Agentic AI Enablement - Semantic Layer Tools

| Feature | Airbyte | dbt | 
|---|---|---|
| **Agentic Query Orchestration** | Not enough data | Not enough data | 
| **Contextual Reasoning Layer** | Not enough data | Not enough data | 
| **Workflow Automation via Semantic Agents** | Not enough data | Not enough data | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Airbyte** | N/A | N/A |
| **dbt** | 8.8/10 | 42 |

#### Data Transformation

| Feature | Airbyte | dbt | 
|---|---|---|
| **Real-Time Analytics** | Not enough data | 8.5 (32 reviews) | 
| **Data Querying** | Not enough data | 9.4 (39 reviews) | 
| **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

| Feature | Airbyte | dbt | 
|---|---|---|
| **Hadoop Integration** | Not enough data | 8.4 (27 reviews) | 
| **Spark Integration** | Not enough data | 8.6 (28 reviews) | 
| **Multi-Source Analysis** | Not enough data | 8.5 (34 reviews) | 
| **Data Lake** | Not enough data | 8.9 (31 reviews) | 
| **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

| Feature | Airbyte | dbt | 
|---|---|---|
| **Data Visualization** | Not enough data | Feature Not Available | 
| **Data Workflow** | Not enough data | 9.3 (38 reviews) | 
| **Governed Discovery** | Not enough data | 8.6 (30 reviews) | 
| **Embedded Analytics** | Not enough data | 8.7 (30 reviews) | 
| **Notebooks** | Not enough data | 8.6 (30 reviews) | 
| **Data Discovery** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Airbyte | dbt | 
|---|---|---|
| **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 | 

### Data Quality

| Product | Score | Reviews |
|---|---|---|
| **Airbyte** | N/A | N/A |
| **dbt** | 8.4/10 | 52 |

#### Functionality

| Feature | Airbyte | dbt | 
|---|---|---|
| **Identification** | Not enough data | 8.7 (40 reviews) | 
| **Correction** | Not enough data | 8.4 (37 reviews) | 
| **Normalization** | Not enough data | 8.7 (41 reviews) | 
| **Preventative Cleaning** | Not enough data | 8.2 (39 reviews) | 
| **Data Matching** | Not enough data | 8.4 (39 reviews) | 
| **Real-Time Data** | Not enough data | Not enough data | 

#### Management

| Feature | Airbyte | dbt | 
|---|---|---|
| **Reporting** | Not enough data | 8.5 (41 reviews) | 
| **Automation** | Not enough data | 9.3 (43 reviews) | 
| **Quality Audits** | Not enough data | 8.9 (37 reviews) | 
| **Dashboard** | Not enough data | 8.1 (39 reviews) | 
| **Governance** | Not enough data | 8.4 (42 reviews) | 

#### Generative AI

| Feature | Airbyte | dbt | 
|---|---|---|
| **AI Text Generation** | Not enough data | 6.2 (19 reviews) | 
| **AI Text Summarization** | Not enough data | 6.6 (19 reviews) | 
| **Generative AI** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Airbyte | dbt | 
|---|---|---|
| **Metadata Management** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Customizable Rules** | Not enough data | Not enough data | 
| **Master Data Management** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Data Transformation** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Self Service Portal** | Not enough data | Not enough data | 
| **Customer Database** | Not enough data | Not enough data | 
| **Data Verification** | Not enough data | Not enough data | 
| **Data Migration** | Not enough data | Not enough data | 
| **Multi-Language** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Duplicate Detection** | Not enough data | Not enough data | 
| **Email Address Extraction** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Data Profiling** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Address Validation** | Not enough data | Not enough data | 
| **Match & Merge** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Version Control** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Airbyte** | N/A | N/A |
| **dbt** | N/A | N/A |

#### Building Reports

| Feature | Airbyte | dbt | 
|---|---|---|
| **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

| Feature | Airbyte | dbt | 
|---|---|---|
| **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 | 

---
## Categories
**Shared Categories (2):** [ETL Tools](https://www.g2.com/categories/etl-tools), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms)

**Unique to Airbyte (3):** [On-Premise Data Integration Software](https://www.g2.com/categories/on-premise-data-integration), [E-Commerce Data Integration Software](https://www.g2.com/categories/e-commerce-data-integration), [Data Extraction Tools](https://www.g2.com/categories/data-extraction-tools)

**Unique to dbt (6):** [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics), [Data Preparation Software](https://www.g2.com/categories/data-preparation), [Data Quality Tools](https://www.g2.com/categories/data-quality), [Data Warehouse Automation Software](https://www.g2.com/categories/data-warehouse-automation), [DataOps Platforms](https://www.g2.com/categories/dataops-platforms), [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools)


---
## Reviewer Demographics

### By Company Size

| Segment | Airbyte | dbt | 
|---|---|---|
| **Small-Business** | 58.7% | 26.7% | 
| **Mid-Market** | 36.0% | 56.8% | 
| **Enterprise** | 5.3% | 16.5% | 

### By Industry

#### Airbyte

- **Computer Software:** 21.3%
- **Financial Services:** 9.3%
- **Information Technology and Services:** 9.3%
- **Health, Wellness and Fitness:** 5.3%
- **Marketing and Advertising:** 5.3%
- **Accounting:** 4.0%
- **Consumer Goods:** 4.0%
- **Logistics and Supply Chain:** 4.0%
- **Automotive:** 2.7%
- **Insurance:** 2.7%
- **Other:** 32.0%

#### dbt

- **Information Technology and Services:** 19.1%
- **Computer Software:** 16.7%
- **Financial Services:** 9.8%
- **Retail:** 4.9%
- **Marketing and Advertising:** 4.9%
- **Consumer Services:** 2.9%
- **Hospital & Health Care:** 2.9%
- **Health, Wellness and Fitness:** 2.5%
- **Insurance:** 2.5%
- **Automotive:** 2.0%
- **Other:** 31.9%

---
## Alternatives

### Alternatives to Airbyte

- [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (837 reviews)
- [Hevo Data](https://www.g2.com/products/hevo-data/reviews) — 4.4/5 stars (293 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1363 reviews)
- [Adverity](https://www.g2.com/products/adverity/reviews) — 4.4/5 stars (326 reviews)
- [Supermetrics](https://www.g2.com/products/supermetrics/reviews) — 4.4/5 stars (824 reviews)
- [Workato](https://www.g2.com/products/workato/reviews) — 4.7/5 stars (779 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1223 reviews)
- [SnapLogic Agentic Integration and Applied AI Platform](https://www.g2.com/products/snaplogic-agentic-integration-and-applied-ai-platform/reviews) — 4.4/5 stars (408 reviews)
- [Informatica Data Integration and Engineering](https://www.g2.com/products/informatica-data-integration-and-engineering/reviews) — 4.3/5 stars (337 reviews)
- [Skyvia](https://www.g2.com/products/skyvia/reviews) — 4.8/5 stars (322 reviews)

### Alternatives to dbt

- [Informatica Data Integration and Engineering](https://www.g2.com/products/informatica-data-integration-and-engineering/reviews) — 4.3/5 stars (337 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1363 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (894 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1223 reviews)
- [SnapLogic Agentic Integration and Applied AI Platform](https://www.g2.com/products/snaplogic-agentic-integration-and-applied-ai-platform/reviews) — 4.4/5 stars (408 reviews)
- [Maia](https://www.g2.com/products/matillion-maia/reviews) — 4.5/5 stars (125 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (762 reviews)
- [Azure Data Factory](https://www.g2.com/products/azure-data-factory/reviews) — 4.6/5 stars (101 reviews)
- [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) — 4.3/5 stars (547 reviews)
- [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) — 4.3/5 stars (404 reviews)

---
## Top Discussions

### Airbyte

No discussions available for this product.

### dbt

- Title: [What is DBT data Modelling?](https://www.g2.com/discussions/what-is-dbt-data-modelling) — 2 comments
  > **Top comment:** "dbt data modeling is not a thing. Dbt is a transformation tool that makes it easier to implement data modeling techniques like snowflake, data vault etc. "
- Title: [What is DBT technology?](https://www.g2.com/discussions/what-is-dbt-technology) — 2 comments
  > **Top comment:** "dbt is a data transformation tool that helps organize & run SQL files. The SQL files are only SELECT statements while dbt takes care of the boilerplate..."
- Title: [What is DBT tool used for?](https://www.g2.com/discussions/what-is-dbt-tool-used-for) — 2 comments
  > **Top comment:** "Data transformations. The 'T' in ELT/ELT. It lets you version-control and easily modify all your data transformations between (say) your source tables from..."
- Title: [What is DBT database tool?](https://www.g2.com/discussions/what-is-dbt-database-tool) — 1 comment
  > **Top comment:** "DBT (DataBase Transformations) uses SQL select statements, with some added magic from Jinja templating language, to model and transform data. It's a highly..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/airbyte-vs-dbt)