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# Maia vs dbt Comparison - What are their main differences?

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Reviews

**Maia** [

4.5/5(134)

](https://www.g2.com/products/matillion-maia/reviews#reviews)

**dbt** [

4.7/5(209)

](https://www.g2.com/products/dbt/reviews#reviews)

Pricing

**Maia**
Free Trial

**Contact Us** · For Individuals 

**dbt**
Free Trial

No pricing available

**Pricing Insights**
from reviews

Time to Implement

**Maia**
3 months

Based on 9 responses

**dbt**
1 monthFaster

Based on 5 responses

Return on Investment

**Maia**
21 months

Based on 7 responses

**dbt**
7 months14 months sooner

Based on 5 responses

Perceived Cost

**Maia**
$$$$$

**dbt**
$$$$$

Average Discount

**Maia**
Not enough reviews yet

**dbt**
11%

Pros & Cons

**Maia**
[
Ease of Use (9)
](https://www.g2.com/products/matillion-maia/reviews?filters%5Bsentiment_snippet%5D=1773093&qs=pros-and-cons#reviews)[
Automation (4)
](https://www.g2.com/products/matillion-maia/reviews?filters%5Bsentiment_snippet%5D=1773407&qs=pros-and-cons#reviews)[
Feature Limitations (9)
](https://www.g2.com/products/matillion-maia/reviews?filters%5Bsentiment_snippet%5D=1774194&qs=pros-and-cons#reviews)[
Limitations (4)
](https://www.g2.com/products/matillion-maia/reviews?filters%5Bsentiment_snippet%5D=1774423&qs=pros-and-cons#reviews)

**dbt**
[
Ease of Use (34)
](https://www.g2.com/products/dbt/reviews?filters%5Bsentiment_snippet%5D=1930388&qs=pros-and-cons#reviews)[
Features (21)
](https://www.g2.com/products/dbt/reviews?filters%5Bsentiment_snippet%5D=1930019&qs=pros-and-cons#reviews)[
Limited Functionality (13)
](https://www.g2.com/products/dbt/reviews?filters%5Bsentiment_snippet%5D=1930756&qs=pros-and-cons#reviews)[
Dependency Issues (12)
](https://www.g2.com/products/dbt/reviews?filters%5Bsentiment_snippet%5D=1932889&qs=pros-and-cons#reviews)

Integrations

**Maia**
[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b3390b4cc3d92e87d570895f7358c003/amazon-redshift.jpg "Product Avatar Image")

Amazon Redshift

](https://www.g2.com/products/amazon-redshift/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b3390b4cc3d92e87d570895f7358c003/aws-lambda.jpg "Product Avatar Image")

AWS Lambda

](https://www.g2.com/products/aws-lambda/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_8ec3c17e3fb1df25b6a8bd7cc69cf2d1/github.png "Product Avatar Image")

GitHub

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

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_8ec3c17e3fb1df25b6a8bd7cc69cf2d1/github-inc.png "Product Avatar Image")

GitHub Inc.

](https://www.g2.com/products/github-inc/reviews)[
View all
](https://www.g2.com/products/matillion-maia/integrations)

**dbt**
[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_cacdec8b8edeace9b3c89e0c2cded695/amazon-ec2.jpg "Product Avatar Image")

Amazon EC2

](https://www.g2.com/products/amazon-ec2/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_dc218a7b4e898f9384267cbd98b09aa8/apache-airflow.jpg "Product Avatar Image")

Apache Airflow

](https://www.g2.com/products/apache-airflow/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_de2aec2900c83942b05e5256568f5444/fivetran.jpg "Product Avatar Image")

Fivetran

](https://www.g2.com/products/fivetran/reviews)[
View all
](https://www.g2.com/products/dbt/integrations)

Ratings

Meets Requirements

**Maia**

8.7

8.7100

**dbt**

9.2

9.2154

Ease of Use

**Maia**

9.0

9.0105

**dbt**

9.0

9.0157

Ease of Setup

**Maia**

8.4

8.469

**dbt**

8.6

8.696

Ease of Admin

**Maia**

8.3

8.329

**dbt**

8.5

8.559

Quality of Support

**Maia**

8.6

8.695

**dbt**

8.8

8.8125

Has the product been a good partner in doing business?

**Maia**

8.4

8.429

**dbt**

8.6

8.653

Product Direction (% positive)

**Maia**

9.0

9.095

**dbt**

9.6

9.6140

Features

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

8.7

101

9.1

49

Management

Auditing

7.8

56

8.3(won by 0.5)

39

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Reporting

7.9(won by default)

54

Feature Not Available

Functionality

Transformation

9.2

65

9.3(won by 0.1)

47

Automation

9.1

77

9.4(won by 0.3)

42

Scalability

8.7

66

9.2(won by 0.5)

39

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Extraction

8.9(won by default)

65

Feature Not Available

Loading

9.1(won by default)

64

Feature Not Available

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 Preparation[Hide 25 FeaturesShow 25 Features](javascript:void(0);)

Not enough data

8.7

59

Data Source Access

Breadth of Data Sources

Not enough data

8.8(won by default)

47

Ease of Data Connectivity

Not enough data

9.2(won by default)

51

API Connectivity

Not enough data

8.6(won by default)

42

Data Interaction

Profiling and Classification

Not enough data

8.3(won by default)

41

Metadata Management

Not enough data

8.6(won by default)

45

Data Modeling

Not enough data

9.0(won by default)

52

Data Joining

Not enough data

9.1(won by default)

49

Data Blending

Not enough data

9.1(won by default)

43

Data Quality and Cleansing

Not enough data

9.4(won by default)

49

Data Sharing

Not enough data

8.7(won by default)

48

Data Governance

Not enough data

8.6(won by default)

47

Data Exporting

Breadth of Integrations

Not enough data

8.5(won by default)

42

Ease of Integrations

Not enough data

8.7(won by default)

45

Data Workflows

Not enough data

9.1(won by default)

46

Generative AI

AI Text Generation

Not enough data

6.5(won by default)

27

Generative AI

Not enough data

Not enough data

Additional Functionality

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

DataOps Platforms[Hide 17 FeaturesShow 17 Features](javascript:void(0);)

Not enough data

8.2

70

Data Management

Data Integration

Not enough data

9.3(won by default)

54

Metadata

Not enough data

9.1(won by default)

55

Self-service

Not enough data

9.1(won by default)

52

Automated workflows

Not enough data

9.4(won by default)

52

Agentic AI - DataOps Platforms

Autonomous Task Execution

Not enough data

7.5(won by default)

8

Multi-step Planning

Not enough data

7.4(won by default)

7

Cross-system Integration

Not enough data

8.5(won by default)

11

Adaptive Learning

Not enough data

8.1(won by default)

9

Decision Making

Not enough data

8.5(won by default)

9

Analytics

Analytics capabilities

Not enough data

8.8(won by default)

49

Dasboard visualizations

Not enough data

7.3(won by default)

34

Monitoring and Management

Data Observability

Not enough data

8.7(won by default)

43

Testing capabilities

Not enough data

8.9(won by default)

53

Cloud Deployment

Hybrid cloud support

Not enough data

8.7(won by default)

37

Cloud migration capabilities

Not enough data

8.8(won by default)

29

Generative AI

AI Text Generation

Not enough data

5.7(won by default)

12

AI Text Summarization

Not enough data

6.0(won by default)

12

Data Warehouse Automation[Hide 38 FeaturesShow 38 Features](javascript:void(0);)

Not enough data

8.7

42

Automation

Workflow Automation

Not enough data

8.8(won by default)

35

Multi-platform support

Not enough data

8.3(won by default)

32

Data Management

Not enough data

8.6(won by default)

35

Data Simplicity

Not enough data

Feature Not Available

Functionality

Documentation management

Not enough data

8.6(won by default)

34

Platform support

Not enough data

8.6(won by default)

34

Template functionality

Not enough data

8.4(won by default)

34

Administration

Error Alerts

Not enough data

8.5(won by default)

38

Service Automation

Not enough data

8.9(won by default)

34

Workflow management

Not enough data

9.2(won by default)

36

Agentic AI - Data Warehouse Automation

Proactive Assistance

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

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

Not enough data

8.8

42

Data Transformation

Real-Time Analytics

Not enough data

8.5(won by default)

32

Data Querying

Not enough data

9.4(won by default)

39

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

8.4(won by default)

27

Spark Integration

Not enough data

8.6(won by default)

28

Multi-Source Analysis

Not enough data

8.5(won by default)

34

Data Lake

Not enough data

8.9(won by default)

31

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 Workflow

Not enough data

9.3(won by default)

38

Governed Discovery

Not enough data

8.6(won by default)

30

Embedded Analytics

Not enough data

8.7(won by default)

30

Notebooks

Not enough data

8.6(won by default)

30

Data Visualization

Not enough data

Feature Not Available

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

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

Not enough data

8.4

52

Functionality

Identification

Not enough data

8.7(won by default)

40

Correction

Not enough data

8.4(won by default)

37

Normalization

Not enough data

8.7(won by default)

41

Preventative Cleaning

Not enough data

8.2(won by default)

39

Data Matching

Not enough data

8.4(won by default)

39

Real-Time Data

Not enough data

Not enough data

Management

Reporting

Not enough data

8.5(won by default)

41

Automation

Not enough data

9.3(won by default)

43

Quality Audits

Not enough data

8.9(won by default)

37

Dashboard

Not enough data

8.1(won by default)

39

Governance

Not enough data

8.4(won by default)

42

Generative AI

AI Text Generation

Not enough data

6.2(won by default)

19

AI Text Summarization

Not enough data

6.6(won by default)

19

Generative AI

Not enough data

Not enough data

Additional Functionality

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

Show 3 feature categories with incomplete data

Business Intelligence[Hide 85 FeaturesShow 85 Features](javascript:void(0);)

Not enough data

Not enough data

Reports

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 

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

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

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

Additional Functionality

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

Semantic Layer Tools[Hide 17 FeaturesShow 17 Features](javascript:void(0);)

Not enough data

Not enough data

Deployment & Integration - Semantic Layer Tools

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

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

Derived & Calculated Metrics

Not enough data

Not enough data

Time Intelligence Functions

Not enough data

Not enough data

Performance Optimization - Semantic Layer Tools

Query Caching & Acceleration

Not enough data

Not enough data

Adaptive Query Optimization

Not enough data

Not enough data

Governance - Semantic Layer Tools

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

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

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[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

[![Maia](https://images.g2crowd.com/uploads/product/hd_favicon/9011170238fcf294d591acb9e5d08a3f/matillion-maia.svg "Maia")](https://www.g2.com/products/matillion-maia/reviews)

Maia

Small-Business(50 or fewer emp.)

24.2%

Mid-Market(51-1000 emp.)

44.5%

Enterprise(\> 1000 emp.)

31.3%

[![dbt](https://images.g2crowd.com/uploads/product/hd_favicon/fb5962d21f726bb78733c336e00ac3ef/dbt.svg "dbt")](https://www.g2.com/products/dbt/reviews)

dbt

Small-Business(50 or fewer emp.)

26.7%

Mid-Market(51-1000 emp.)

56.8%

Enterprise(\> 1000 emp.)

16.5%

Small-Business

(50 or fewer emp.)

24.2%

26.7%

Mid-Market

(51-1000 emp.)

44.5%

56.8%

Enterprise

(\> 1000 emp.)

31.3%

16.5%

Reviewers' Industry

[![Maia](https://images.g2crowd.com/uploads/product/hd_favicon/9011170238fcf294d591acb9e5d08a3f/matillion-maia.svg "Maia")](https://www.g2.com/products/matillion-maia/reviews)
Maia

Information Technology and Services

15.4%

Computer Software

12.8%

Financial Services

6.0%

Retail

6.0%

Hospital & Health Care

6.0%

Other

53.8%

[![dbt](https://images.g2crowd.com/uploads/product/hd_favicon/fb5962d21f726bb78733c336e00ac3ef/dbt.svg "dbt")](https://www.g2.com/products/dbt/reviews)
dbt

Information Technology and Services

19.1%

Computer Software

16.7%

Financial Services

9.8%

Retail

4.9%

Marketing and Advertising

4.9%

Other

44.6%

FAQs

## Maia vs dbt FAQs

Generated using AI

Last updated: August 14, 2026

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

dbt is rated higher for meeting requirements and transformation, while Maia is noted for its all-in-one ETL capabilities and AI-driven automation.

| [Maia](https://www.g2.com/products/matillion-maia/reviews) | [dbt](https://www.g2.com/products/dbt/reviews) |
| --- | --- |
| 4.5/5 (125 reviews) | 4.7/5 (209 reviews) |
| Mid-Market | Mid-Market |
| 8.5 | 8.6 |
| 8.6 | 8.8 |
| All-in-one ETL with AI automation | Transformation and SQL-based modeling |

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

dbt is rated higher for price satisfaction, indicating reviewers consider dbt the stronger value.

- **Maia:** Reviewers appreciate license-based billing over token-based models but express concerns about transparency and potential cost increases if AI features are unbundled.
- **dbt:** Reviewers highlight predictable pricing and note that dbt Cloud is inexpensive for self-hosted environments, with high satisfaction on value.

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

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

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [Maia](https://www.g2.com/products/matillion-maia/reviews) | 4.5/5 (125 reviews) | Mid-Market | License-based billing, concerns about transparency | All-in-one ETL with AI automation |
| [dbt](https://www.g2.com/products/dbt/reviews) | 4.7/5 (209 reviews) | Mid-Market | Predictable pricing, inexpensive for self-hosted | Transformation and SQL-based modeling |
| [Databricks](https://www.g2.com/products/databricks/reviews) | 4.6/5 (1366 reviews) | Enterprise | — | Scalability and advanced analytics |
| [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 data preparation and analytics |

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

Buyers should prioritize Transformation, Automation, Integrations, Ease of Use, and AI capabilities when comparing Maia and dbt.

- **Transformation:** dbt has 16 all-time mentions for transformation, Maia is noted for ETL efficiency (4 all-time mentions).
- **Automation:** Maia has 5 all-time mentions for automation, dbt has 17 all-time mentions.
- **Integrations:** Maia and dbt both integrate with Snowflake, with 19 and 22 all-time mentions respectively.
- **Ease of Use:** Maia has 10 all-time mentions, dbt has 34 all-time mentions.
- **AI Capabilities:** Maia is frequently cited for AI integration (2 all-time mentions), while dbt reviewers request more AI features.

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

Maia's headline strength is its all-in-one ETL automation with AI, while dbt excels in transformation and SQL-based modeling.

- **Maia strengths:** Ease of use (10 all-time mentions), automation (5), intuitive UI (5), ETL efficiency (4), integrations (4), AI integration (2).
- **Maia trade-offs:** Feature limitations (9), concerns about expense (4), cloud dependency (3), API issues (2).
- **dbt strengths:** Ease of use (34), transformation (16), automation (17), data quality (14), integrations (12), documentation quality (11), easy setup (11).
- **dbt trade-offs:** Limited functionality (13), dependency issues (12), steep learning curve (10), error handling (9).

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

Maia and dbt both primarily serve the mid-market, but Maia receives strong small-business sentiment for onboarding and ease of use.

- **Maia:** Largest segment is Mid-Market; reviewers highlight rapid onboarding for new and less technical users, making it accessible for small teams.
- **dbt:** Largest segment is Mid-Market; reviewers note that SQL knowledge is required, and the learning curve can be steep for non-technical small-business users.

### Which ETL Tools platform has better integrations?

dbt is favored for integrations, with more reviewer-cited integration mentions than Maia.

- **Maia:** Integrates with Snowflake (19 all-time mentions); reviewers also note API and Jira integrations.
- **dbt:** Integrates with Snowflake (22 all-time mentions); reviewers highlight integration with Git and major data warehouses.

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

dbt and Maia are rated in parity for Quality of Support, with dbt at 8.8 and Maia at 8.6.

- **Maia:** Reviewers describe responsive, well-organized support with regional teams and scheduled calls, and highlight strong onboarding assistance.
- **dbt:** Reviewers report quick and helpful support, especially during setup and troubleshooting, with positive experiences in both cloud and core environments.

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

dbt and Maia are rated in parity for Ease of Setup, with dbt at 8.6 and Maia at 8.5.

- **Maia:** Reviewers describe setup as straightforward and intuitive, with rapid onboarding for new users and non-technical team members.
- **dbt:** Reviewers note that setup is easy for those with SQL experience, with helpful documentation and training, but mention a learning curve for non-technical users.

### Which product has better Transformation?

dbt is the stronger product for Transformation, with more reviewer-cited strengths and higher all-time mention counts.

- **Maia:** ETL efficiency (4 all-time mentions), supports transformation as part of its all-in-one ETL platform.
- **dbt:** Transformation (16 all-time mentions), meets requirements score of 9.2, and is frequently cited for SQL-based transformation and data modeling.

Alternatives

**Maia Alternatives**

 ![Fivetran](https://images.g2crowd.com/uploads/product/hd_favicon/1526948884/fivetran.svg "Fivetran")

[
Fivetran
](/products/fivetran/reviews)

 ![AWS Glue](https://images.g2crowd.com/uploads/product/hd_favicon/1528476465/aws-glue.svg "AWS Glue")

[
AWS Glue
](/products/aws-glue/reviews)

 ![Azure Data Factory](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_f176b4154a751d10150daa67a57b7dc5/azure-data-factory.jpg "Azure Data Factory")

[
Azure Data Factory
](/products/azure-data-factory/reviews)

 ![Integrate.io](https://images.g2crowd.com/uploads/product/hd_favicon/71442c8116a91577750676266f859107/integrate-io.svg "Integrate.io")

[
Integrate.io
](/products/integrate-io/reviews)

**dbt Alternatives**

 ![Informatica Data Integration and Engineering](https://images.g2crowd.com/uploads/product/hd_favicon/eaeeee6c0a3c3277745fafafb5e2f6c9/informatica-data-integration-and-engineering.svg "Informatica Data Integration and Engineering")

[
Informatica Data Integration and Engineering
](/products/informatica-data-integration-and-engineering/reviews)

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

[
Databricks
](/products/databricks/reviews)

 ![Alteryx](https://images.g2crowd.com/uploads/product/hd_favicon/5200f776b24b5976b8f7d151d1d2e8fd/alteryx.svg "Alteryx")

[
Alteryx
](/products/alteryx/reviews)

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

[
BigQuery
](/products/google-cloud-bigquery/reviews)