# Keboola vs dbt Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Keboola excels in providing a user-friendly experience, with many users highlighting its **intuitive setup** for data flows. One user mentioned, "I absolutely love its intuitive and easy setup for data flows," making it a strong choice for those who prioritize ease of use.
- **Users say** that dbt stands out for its **structured approach to data work** , which helps teams collaborate effectively. Reviewers appreciate how it integrates seamlessly with tools like BigQuery, facilitating teamwork without delays during implementation.
- **According to verified reviews** , Keboola shines in its **quality of support** , receiving high praise for fast response times. Users have noted the benefit of having a reliable support system, which can be crucial for businesses that rely on timely data management.
- **Reviewers mention** that dbt offers robust **automation capabilities** , particularly in creating data models. Users feel confident in the accuracy of their KPIs, thanks to the thorough testing of transformation logic, which enhances trust in the data.
- **G2 reviewers highlight** that while Keboola is strong in data integration and management, it faces challenges in areas like **dashboard visualizations** , where users have expressed a desire for more advanced features compared to dbt's offerings.
- **Users report** that dbt's scalability is a significant advantage, with many noting its ability to handle growing data needs effectively. This is complemented by its strong performance in **data observability** , which helps users maintain oversight of their data processes.



| | Keboola | dbt | 
|---|---|---|
| **Star Rating** | 4.6 out of 5 | 4.7 out of 5 | 
| **Total Reviews** | 137 | 207 | 
| **Largest Market Segment** | Mid-Market (65.2% of reviews) | Mid-Market (56.7% of reviews) | 
| **Entry Level Price** | Free With One-Time Purchase | No pricing available | 

---
## Top Pros & Cons

### Keboola

Pros:
- Ease of Use (35 reviews)
- Features (27 reviews)

Cons:
- Learning Curve (14 reviews)
- Complexity (13 reviews)

### dbt

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

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

---
## Ratings Comparison
| Rating | Keboola | dbt | 
|---|---|---|
  | **Meets Requirements** | 8.7 (109 reviews) | 9.2 (152 reviews) | 
  | **Ease of Use** | 8.6 (110 reviews) | 9.0 (154 reviews) | 
  | **Ease of Setup** | 8.4 (81 reviews) | 8.6 (93 reviews) | 
  | **Ease of Admin** | 8.1 (56 reviews) | 8.5 (59 reviews) | 
  | **Quality of Support** | 9.5 (107 reviews) | 8.8 (123 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.0 (56 reviews) | 8.6 (53 reviews) | 
  | **Product Direction (% positive)** | 8.9 (104 reviews) | 9.6 (138 reviews) | 

---
## Pricing

### Keboola

#### Entry-Level Pricing

Plan: Free Tier

Price: Free With One-Time Purchase

Description: Our Free Tier gives you 60 free computation minutes each month to explore, build, and prototype in Keboola. If you need more, you can manually or automatically top up your account with additional credits at $0.14 per minute.

This plan is ideal for early exploration, data prototyping, and self-paced learning, giving you a full hands-on experience with Keboola’s core capabilities—risk-free.

Key Features:
- Transformations: SQL, Python, R, dbt, No-code, Data Science
- Scheduling & Triggers: Time-based or event-driven job automation
- Monitoring & Alerts: Jobs list, email & webhook notifications

[Browse all 2 editions](https://www.g2.com/products/keboola/pricing)

#### Free Trial

Yes

### dbt

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

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

#### Reports

| Feature | Keboola | 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 | 

#### Self Service 

| Feature | Keboola | 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 | 

#### Advanced Analytics

| Feature | Keboola | 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 | 

#### Building Reports

| Feature | Keboola | 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 | 

#### Platform

| Feature | Keboola | 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 | 

### Data Management Platform (DMP)

| Product | Score | Reviews |
|---|---|---|
| **Keboola** | 7.4/10 | 21 |
| **dbt** | N/A | N/A |

#### Data Integration

| Feature | Keboola | dbt | 
|---|---|---|
| **1st-Party Data Integration** | 8.3 (20 reviews) | Not enough data | 
| **2nd-Party Data Integration** | 8.2 (20 reviews) | Not enough data | 
| **3rd-Party Data Integration** | 7.9 (20 reviews) | Not enough data | 
| **Offline Data Integration** | 7.4 (18 reviews) | Not enough data | 
| **Mobile Data Integration** | 5.9 (17 reviews) | Not enough data | 
| **Data Export Tools** | 8.2 (19 reviews) | Not enough data | 

#### Agentic AI - Data Management Platform (DMP)

| Feature | Keboola | dbt | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

#### Data Analysis & Optimization

| Feature | Keboola | dbt | 
|---|---|---|
| **Audience Segmentation** | 7.4 (20 reviews) | Not enough data | 
| **Recommendations** | 6.6 (18 reviews) | Not enough data | 
| **Standard Dashboards** | 5.0 (19 reviews) | Not enough data | 
| **Custom Reports** | 5.9 (19 reviews) | Not enough data | 

#### Platform

| Feature | Keboola | dbt | 
|---|---|---|
| **Data Permissions** | 7.1 (19 reviews) | Not enough data | 
| **User, Role, and Access Management** | 7.6 (20 reviews) | Not enough data | 
| **Performance and Reliability** | 8.6 (20 reviews) | Not enough data | 
| **Enterprise Scalability** | 8.8 (19 reviews) | Not enough data | 
| **Internationalization** | 6.9 (18 reviews) | Not enough data | 

### Data Preparation

| Product | Score | Reviews |
|---|---|---|
| **Keboola** | N/A | N/A |
| **dbt** | 8.7/10 | 58 |

#### Data Source Access

| Feature | Keboola | 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 | Keboola | 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 (51 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 | 8.7 (46 reviews) | 

#### Data Exporting

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

### Data Extraction

| Product | Score | Reviews |
|---|---|---|
| **Keboola** | 8.1/10 | 71 |
| **dbt** | N/A | N/A |

#### Functionality

| Feature | Keboola | dbt | 
|---|---|---|
| **Diverse Extraction Points** | 8.7 (66 reviews) | Not enough data | 
| **Data Structuring** | 8.5 (66 reviews) | Not enough data | 
| **Consolidation** | 8.8 (63 reviews) | Not enough data | 
| **Data Cleaning** | 8.0 (69 reviews) | Not enough data | 
| **Cloud Extraction** | 9.0 (64 reviews) | Not enough data | 
| **Visualization** | 5.2 (53 reviews) | Not enough data | 

#### Diverse Extraction Points

| Feature | Keboola | dbt | 
|---|---|---|
| **Diverse Extraction Points** | 8.7 (66 reviews) | Not enough data | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Keboola** | 8.4/10 | 74 |
| **dbt** | 9.1/10 | 49 |

#### Management

| Feature | Keboola | dbt | 
|---|---|---|
| **Reporting** | 7.0 (61 reviews) | Feature Not Available | 
| **Auditing** | 7.1 (54 reviews) | 8.3 (39 reviews) | 

#### Functionality

| Feature | Keboola | dbt | 
|---|---|---|
| **Extraction** | 9.1 (72 reviews) | Feature Not Available | 
| **Transformation** | 9.2 (73 reviews) | 9.3 (47 reviews) | 
| **Loading** | 8.9 (72 reviews) | Feature Not Available | 
| **Automation** | 9.1 (72 reviews) | 9.4 (42 reviews) | 
| **Scalability** | 8.5 (69 reviews) | 9.2 (39 reviews) | 

### Data Replication

| Product | Score | Reviews |
|---|---|---|
| **Keboola** | 7.6/10 | 21 |
| **dbt** | N/A | N/A |

#### Management

| Feature | Keboola | dbt | 
|---|---|---|
| **Real-Time Analytics** | 6.8 (15 reviews) | Not enough data | 
| **Solution Integration** | 7.6 (19 reviews) | Not enough data | 
| **Infrastructure Compatibility** | 8.4 (19 reviews) | Not enough data | 
| **Monitoring** | 7.7 (19 reviews) | Not enough data | 

#### Solution Provision

| Feature | Keboola | dbt | 
|---|---|---|
| **System Failover** | 7.1 (16 reviews) | Not enough data | 
| **Pay by Usage** | 8.0 (17 reviews) | Not enough data | 
| **Service Provision** | Feature Not Available | Not enough data | 

### Data Warehouse

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

#### Data Management

| Feature | Keboola | dbt | 
|---|---|---|
| **Data Integration** | Not enough data | Not enough data | 
| **Data Compression** | Not enough data | Not enough data | 
| **Data Quality** | Not enough data | Not enough data | 
| **Built-In Data Analytics** | Not enough data | Not enough data | 
| **In-Database Machine Learning** | Not enough data | Not enough data | 
| **Data Lake Analytics** | Not enough data | Not enough data | 

#### Integration

| Feature | Keboola | dbt | 
|---|---|---|
| **AI/ ML Integration** | Not enough data | Not enough data | 
| **BI Tool Integration** | Not enough data | Not enough data | 
| **Data lake Integration** | Not enough data | Not enough data | 

#### Deployment

| Feature | Keboola | dbt | 
|---|---|---|
| **On-Premise** | Not enough data | Not enough data | 
| **Cloud** | Not enough data | Not enough data | 

#### Performance 

| Feature | Keboola | dbt | 
|---|---|---|
| **Scalability** | Not enough data | Not enough data | 

#### Security

| Feature | Keboola | dbt | 
|---|---|---|
| **Data Governance** | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Keboola | dbt | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

### iPaaS

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

#### Development 

| Feature | Keboola | dbt | 
|---|---|---|
| **Real-Time Integration** | Not enough data | Not enough data | 
| **API Designer** | Not enough data | Not enough data | 
| **Flow Designer** | Not enough data | Not enough data | 
| **Pre-Built Connectors** | Not enough data | Not enough data | 
| **Custom Connectors** | Not enough data | Not enough data | 
| **Reusable connectors** | Not enough data | Not enough data | 
| **Multi - tenant architecture** | Not enough data | Not enough data | 

#### Management 

| Feature | Keboola | dbt | 
|---|---|---|
| **Monitoring & Notification** | Not enough data | Not enough data | 
| **Routing And Orchestration** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Data Transformation** | Not enough data | Not enough data | 
| **API Management** | Not enough data | Not enough data | 

#### Security

| Feature | Keboola | dbt | 
|---|---|---|
| **Data Encryption** | Not enough data | Not enough data | 
| **Security Standards** | Not enough data | Not enough data | 
| **Communication Protocol** | Not enough data | Not enough data | 

#### Integration Options

| Feature | Keboola | dbt | 
|---|---|---|
| **Data Virtualization** | Not enough data | Not enough data | 
| **Managed File Transfers** | Not enough data | Not enough data | 
| **Big Data Processing** | Not enough data | Not enough data | 
| **EDI** | Not enough data | Not enough data | 

#### Deployment 

| Feature | Keboola | dbt | 
|---|---|---|
| **Hybrid** | Feature Not Available | Not enough data | 
| **Cloud to Cloud** | Not enough data | Not enough data | 

### DataOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Keboola** | 7.3/10 | 16 |
| **dbt** | 8.2/10 | 69 |

#### Data Management

| Feature | Keboola | dbt | 
|---|---|---|
| **Data Integration** | 9.0 (16 reviews) | 9.3 (54 reviews) | 
| **Metadata** | 7.6 (16 reviews) | 9.1 (53 reviews) | 
| **Self-service** | 9.2 (16 reviews) | 9.1 (51 reviews) | 
| **Automated workflows** | 8.6 (16 reviews) | 9.3 (51 reviews) | 

#### Agentic AI - DataOps Platforms

| Feature | Keboola | 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 | 8.3 (10 reviews) | 
| **Adaptive Learning** | Not enough data | 8.1 (9 reviews) | 
| **Decision Making** | Not enough data | 8.5 (9 reviews) | 

#### Analytics

| Feature | Keboola | dbt | 
|---|---|---|
| **Analytics capabilities** | 7.5 (14 reviews) | 8.8 (49 reviews) | 
| **Dasboard visualizations** | 5.4 (14 reviews) | 7.3 (34 reviews) | 

#### Monitoring and Management

| Feature | Keboola | dbt | 
|---|---|---|
| **Data Observability** | 8.4 (16 reviews) | 8.7 (43 reviews) | 
| **Testing capabilities** | 7.7 (15 reviews) | 8.9 (52 reviews) | 

#### Cloud Deployment

| Feature | Keboola | dbt | 
|---|---|---|
| **Hybrid cloud support** | 7.8 (12 reviews) | 8.7 (37 reviews) | 
| **Cloud migration capabilities** | 8.2 (13 reviews) | 8.8 (29 reviews) | 

#### Generative AI

| Feature | Keboola | dbt | 
|---|---|---|
| **AI Text Generation** | 3.5 (9 reviews) | 5.7 (12 reviews) | 
| **AI Text Summarization** | 4.4 (9 reviews) | 6.0 (12 reviews) | 

### Data Warehouse Automation

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

#### Automation

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

### Semantic Layer Tools

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

#### Deployment & Integration - Semantic Layer Tools

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

#### Governance - Semantic Layer Tools

| Feature | Keboola | 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 | Keboola | 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 | Keboola | 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 | 

### Backup

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

#### Management

| Feature | Keboola | dbt | 
|---|---|---|
| **Disaster Recovery** | Not enough data | Not enough data | 
| **Remote Backup** | Not enough data | Not enough data | 
| **Storage Formats** | Not enough data | Not enough data | 
| **Scheduled Backups** | Not enough data | Not enough data | 
| **On-Demand Restoration** | Not enough data | Not enough data | 

#### Reporting

| Feature | Keboola | dbt | 
|---|---|---|
| **Activity Monitoring** | Not enough data | Not enough data | 
| **Documentation** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 

#### Security

| Feature | Keboola | dbt | 
|---|---|---|
| **Data Encryption** | Not enough data | Not enough data | 
| **Security and Compliance** | Not enough data | Not enough data | 
| **Deduplication ** | Not enough data | Not enough data | 

### Big Data Analytics

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

#### Data Transformation

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

#### Connectivity

| Feature | Keboola | 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) | 

#### Operations

| Feature | Keboola | 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 Quality

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

#### Functionality

| Feature | Keboola | 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) | 

#### Management

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

### Big Data

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

#### Building Reports

| Feature | Keboola | 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 | 

#### Platform

| Feature | Keboola | 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 | 

---
## Categories
**Shared Categories (4):** [DataOps Platforms](https://www.g2.com/categories/dataops-platforms), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [ETL Tools](https://www.g2.com/categories/etl-tools), [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics)

**Unique to Keboola (5):** [Data Replication Software](https://www.g2.com/categories/data-replication), [Data Extraction Tools](https://www.g2.com/categories/data-extraction-tools), [iPaaS Software](https://www.g2.com/categories/ipaas), [Data Management Platforms (DMP)](https://www.g2.com/categories/data-management-platform-dmp), [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse)

**Unique to dbt (4):** [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), [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools)


---
## Reviewer Demographics

### By Company Size

| Segment | Keboola | dbt | 
|---|---|---|
| **Small-Business** | 20.5% | 27.1% | 
| **Mid-Market** | 65.2% | 56.7% | 
| **Enterprise** | 14.4% | 16.3% | 

### By Industry

#### Keboola

- **Information Technology and Services:** 12.9%
- **Marketing and Advertising:** 12.1%
- **Retail:** 7.6%
- **Media Production:** 7.6%
- **Computer Software:** 6.1%
- **Internet:** 6.1%
- **Financial Services:** 6.1%
- **Hospitality:** 3.8%
- **Food & Beverages:** 3.8%
- **Automotive:** 3.0%
- **Other:** 31.1%

#### dbt

- **Information Technology and Services:** 19.4%
- **Computer Software:** 16.9%
- **Financial Services:** 10.0%
- **Retail:** 5.0%
- **Marketing and Advertising:** 4.5%
- **Consumer Services:** 3.0%
- **Hospital & Health Care:** 3.0%
- **Insurance:** 2.5%
- **Automotive:** 2.0%
- **Telecommunications:** 2.0%
- **Other:** 31.8%

---
## Alternatives

### Alternatives to Keboola

- [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (795 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (789 reviews)
- [Workato](https://www.g2.com/products/workato/reviews) — 4.7/5 stars (755 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1227 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (756 reviews)
- [Zapier](https://www.g2.com/products/zapier/reviews) — 4.5/5 stars (2072 reviews)
- [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) — 4.4/5 stars (398 reviews)
- [Apify](https://www.g2.com/products/apify/reviews) — 4.7/5 stars (483 reviews)
- [Boost.space](https://www.g2.com/products/boost-space/reviews) — 4.6/5 stars (350 reviews)
- [MuleSoft Anypoint Platform](https://www.g2.com/products/mulesoft-anypoint-platform/reviews) — 4.5/5 stars (749 reviews)

### Alternatives to dbt

- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (789 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (812 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1227 reviews)
- [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) — 4.4/5 stars (398 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (756 reviews)
- [Azure Data Factory](https://www.g2.com/products/azure-data-factory/reviews) — 4.6/5 stars (100 reviews)
- [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) — 4.3/5 stars (522 reviews)
- [Maia](https://www.g2.com/products/matillion-maia/reviews) — 4.4/5 stars (94 reviews)
- [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) — 4.3/5 stars (402 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)

---
## Top Discussions

### Keboola

- Title: [Are you planning to include those extractors: Pinterest, TikTok, Spinoco? All of the would be beneficial for our use.](https://www.g2.com/discussions/are-you-planning-to-include-those-extractors-pinterest-tiktok-spinoco-all-of-the-would-be-beneficial-for-our-use) — 2 comments, 1 upvote
  > **Top comment:** "TikTok"

### 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/keboola-vs-dbt)