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

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Reviews

**Databricks** [

4.6/5(1,374)

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

**dbt** [

4.7/5(209)

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

Pricing

**Databricks**
Free Trial

No pricing available

**dbt**
Free Trial

No pricing available

**Pricing Insights**
from reviews

Time to Implement

**Databricks**
4 months

Based on 5 responses

**dbt**
1 monthFaster

Based on 5 responses

Return on Investment

**Databricks**
12 months

Based on 5 responses

**dbt**
7 months5 months sooner

Based on 5 responses

Perceived Cost

**Databricks**
$$$$$

**dbt**
$$$$$

Average Discount

**Databricks**
14%3% more

**dbt**
11%

Pros & Cons

**Databricks**
[
Features (192)
](https://www.g2.com/products/databricks/reviews?filters%5Bsentiment_snippet%5D=1559079&qs=pros-and-cons#reviews)[
Ease of Use (155)
](https://www.g2.com/products/databricks/reviews?filters%5Bsentiment_snippet%5D=1558560&qs=pros-and-cons#reviews)[
Learning Curve (78)
](https://www.g2.com/products/databricks/reviews?filters%5Bsentiment_snippet%5D=1555470&qs=pros-and-cons#reviews)[
Expensive (71)
](https://www.g2.com/products/databricks/reviews?filters%5Bsentiment_snippet%5D=1559029&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

**Databricks**
[

 ![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_0148ca76408710a295015ec26b43fd3e/amazon-relational-database-service-rds.jpg "Product Avatar Image")

Amazon Relational Database...

](https://www.g2.com/products/amazon-relational-database-service-rds/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_cacdec8b8edeace9b3c89e0c2cded695/amazon-s3-glacier.jpg "Product Avatar Image")

Amazon S3 Glacier

](https://www.g2.com/products/amazon-s3-glacier/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)[
View all
](https://www.g2.com/products/databricks/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)

Screenshots

**Databricks**
 ![Databricks screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/1231334/automated-etl-processing-img.png)

**dbt**
No screenshot available

Ratings

Meets Requirements

**Databricks**

9.0

9.0665

**dbt**

9.2

9.2154

Ease of Use

**Databricks**

8.8

8.81,042

**dbt**

9.0

9.0157

Ease of Setup

**Databricks**

8.4

8.4890

**dbt**

8.6

8.696

Ease of Admin

**Databricks**

8.4

8.4195

**dbt**

8.5

8.559

Quality of Support

**Databricks**

8.7

8.7648

**dbt**

8.8

8.8125

Has the product been a good partner in doing business?

**Databricks**

8.9

8.9199

**dbt**

8.6

8.653

Product Direction (% positive)

**Databricks**

9.6

9.6650

**dbt**

9.6

9.6140

Features

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

9.0

216

9.1

49

Management

Auditing

8.5(won by 0.2)

168

8.3

39

Reporting

8.6(won by default)

179

Feature Not Available

Functionality

Transformation

9.3(tied score)

191

9.3(tied score)

47

Automation

9.0

176

9.4(won by 0.4)

42

Scalability

9.1

181

9.2(won by 0.1)

39

Extraction

9.1(won by default)

186

Feature Not Available

Loading

9.2(won by default)

181

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

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

9.1

99

8.2

70

Data Management

Data Integration

9.1

76

9.3(won by 0.2)

54

Metadata

8.8

77

9.1(won by 0.3)

55

Self-service

8.9

74

9.1(won by 0.2)

52

Automated workflows

9.2

75

9.4(won by 0.2)

52

Agentic AI - DataOps Platforms

Autonomous Task Execution

9.4(won by 1.9)

13

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

7.5

8

Multi-step Planning

9.2(won by 1.8)

11

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

7.4

7

Cross-system Integration

9.3(won by 0.8)

14

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

8.5

11

Adaptive Learning

9.3(won by 1.2)

12

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

8.1

9

Decision Making

9.6(won by 1.1)

12

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

8.5

9

Analytics

Analytics capabilities

9.0(won by 0.2)

76

8.8

49

Dasboard visualizations

8.6(won by 1.3)

72

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

7.3

34

Monitoring and Management

Data Observability

8.7(tied score)

72

8.7(tied score)

43

Testing capabilities

8.7

73

8.9(won by 0.2)

53

Cloud Deployment

Hybrid cloud support

9.1(won by 0.4)

67

8.7

37

Cloud migration capabilities

9.1(won by 0.3)

69

8.8

29

Generative AI

AI Text Generation

9.0(won by 3.3)

40

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

5.7

12

AI Text Summarization

9.0(won by 3.0)

40

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

6.0

12

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

8.9

283

8.8

42

Data Transformation

Real-Time Analytics

8.9(won by 0.4)

231

8.5

32

Data Querying

9.1

244

9.4(won by 0.3)

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

8.7(won by 0.3)

209

8.4

27

Spark Integration

9.2(won by 0.6)

235

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

8.6

28

Multi-Source Analysis

9.0(won by 0.5)

228

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

8.5

34

Data Lake

9.2(won by 0.3)

234

8.9

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

8.8

236

9.3(won by 0.5)

38

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

Governed Discovery

8.6(tied score)

220

8.6(tied score)

30

Embedded Analytics

8.7(tied score)

214

8.7(tied score)

30

Notebooks

9.3(won by 0.7)

238

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

8.6

30

Data Visualization

8.5(won by default)

232

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

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

8.6

393

Not enough data

Reports

Reports Interface

9.1(won by default)

25

Not enough data

Steps to Answer

8.3(won by default)

20

Not enough data

Graphs and Charts

9.2(won by default)

23

Not enough data

Score Cards

8.8(won by default)

16

Not enough data

Dashboards

9.2(won by default)

29

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

8.6(won by default)

17

Not enough data

Data Column Filtering

8.8(won by default)

20

Not enough data

Data Discovery

9.1(won by default)

23

Not enough data

Search

8.6(won by default)

20

Not enough data

Collaboration / Workflow

9.0(won by default)

21

Not enough data

Automodeling

8.9(won by default)

15

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

9.0(won by default)

18

Not enough data

Data Visualization

9.1(won by default)

24

Not enough data

Big Data Services

9.6(won by default)

28

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

9.3(won by default)

222

Not enough data

Data Modeling

9.0(won by default)

221

Not enough data

WYSIWYG Report Design

7.8(won by default)

173

Not enough data

Integration APIs

8.7(won by default)

223

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

Data Visualization[Hide 83 FeaturesShow 83 Features](javascript:void(0);)

9.1

41

Not enough data

Reports

Reports Interface

9.1(won by default)

25

Not enough data

Steps to Answer

8.3(won by default)

20

Not enough data

Graphs and Charts

9.2(won by default)

23

Not enough data

Score Cards

8.8(won by default)

16

Not enough data

Dashboards

9.2(won by default)

29

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

Reports

Reports Interface

Not enough data

Not enough data

Share Reports

Not enough data

Not enough data

Steps to Answer

Not enough data

Not enough data

Generative AI

AI Text Generation

Not enough data

Not enough data

AI Text Summarization

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Visualization

Graphs and Charts

Not enough data

Not enough data

Score Cards

Not enough data

Not enough data

Dashboards

Not enough data

Not enough data

Formats

Not enough data

Not enough data

Mobile Dashboards

Not enough data

Not enough data

Public Dashboards

Not enough data

Not enough data

Private Dashboards

Not enough data

Not enough data

Data Updates

Historical Snapshots

Not enough data

Not enough data

Real-Time Updating

Not enough data

Not enough data

Collaboration

Sharing

Not enough data

Not enough data

Co-Editing

Not enough data

Not enough data

Devices

Not enough data

Not enough data

Data Updates

Historical Snapshots

Not enough data

Not enough data

Real-Time Updating

Not enough data

Not enough data

Scheduled/Automated Reports

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Data Management

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Additional Functionality

KPI Monitoring

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Natural Language Search

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Real-Time Notifications

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Widgets

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Ad hoc Reporting

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Customizable Branding

Not enough data

Not enough data

Data Aggregation

Not enough data

Not enough data

Dashboard Creation

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Customizable Templates

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

API

Not enough data

Not enough data

Forecasting

Not enough data

Not enough data

Interactive Elements

Not enough data

Not enough data

Single Page View

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Functions/Calculations

Not enough data

Not enough data

Historical Reporting

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Visual Discovery

Not enough data

Not enough data

Real-Time Updates

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Relational Display

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

OLAP

Not enough data

Not enough data

Ad hoc Query

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Analytics Platforms[Hide 136 FeaturesShow 136 Features](javascript:void(0);)

9.2

398

Not enough data

Reports

Reports Interface

9.1(won by default)

25

Not enough data

Steps to Answer

8.3(won by default)

20

Not enough data

Graphs and Charts

9.2(won by default)

23

Not enough data

Score Cards

8.8(won by default)

16

Not enough data

Dashboards

9.2(won by default)

29

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

Data Preparation

Connectors

9.4(won by default)

13

Not enough data

Data Governance

9.1(won by default)

15

Not enough data

Data Modeling and Blending

Data Querying

9.4(won by default)

13

Not enough data

Data Filtering

9.3(won by default)

12

Not enough data

Data Blending

9.3(won by default)

14

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Generative AI

AI Text Generation

9.4(won by default)

14

Not enough data

AI Text Summarization

9.5(won by default)

11

Not enough data

Generative AI

Not enough data

Not enough data

Agentic AI - Analytics Platforms

Autonomous Task Execution

9.2(won by default)

13

Not enough data

Multi-step Planning

9.3(won by default)

10

Not enough data

Cross-system Integration

9.1(won by default)

11

Not enough data

Adaptive Learning

9.1(won by default)

11

Not enough data

Natural Language Interaction

9.0(won by default)

12

Not enough data

Proactive Assistance

9.8(won by default)

11

Not enough data

Decision Making

9.7(won by default)

10

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Self Service 

Calculated Fields

8.6(won by default)

17

Not enough data

Data Column Filtering

8.8(won by default)

20

Not enough data

Data Discovery

9.1(won by default)

23

Not enough data

Search

8.6(won by default)

20

Not enough data

Collaboration / Workflow

9.0(won by default)

21

Not enough data

Automodeling

8.9(won by default)

15

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

Deployment & Integration - Analytics Platforms

No-code Dashboard Builder

8.8(won by default)

13

Not enough data

Report Scheduling and Automation

9.5(won by default)

13

Not enough data

Embedded Analytics and White-labeling

9.2(won by default)

11

Not enough data

Data Source Connectivity

9.5(won by default)

13

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Query Builder

Not enough data

Not enough data

Advanced Analytics

Predictive Analytics

9.0(won by default)

18

Not enough data

Data Visualization

9.1(won by default)

24

Not enough data

Big Data Services

9.6(won by default)

28

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

Performance & Scalability - Analytics Platforms

Large data handling and Query Speed

9.5(won by default)

17

Not enough data

Concurrent User Support

9.8(won by default)

9

Not enough data

Database Support

Not enough data

Not enough data

Advanced Analytics & Modeling - Analytics Platforms

Data Modeling and Governance

9.4(won by default)

15

Not enough data

Notebook and Script Integration

8.8(won by default)

14

Not enough data

Built-in Predictive and Statistical Models

9.2(won by default)

11

Not enough data

Agentic AI Capabilities - Analytics Platforms

Auto-generated Insights and Narratives

9.2(won by default)

12

Not enough data

Natural Language Queries

9.4(won by default)

15

Not enough data

Proactive KPI Monitoring and Alerts

9.4(won by default)

11

Not enough data

AI Agents for Analytical Follow-ups

9.2(won by default)

13

Not enough data

Personalized Intelligence - Analytics Platforms

Behavioral Learning for Contextual Query Refinement

9.5(won by default)

11

Not enough data

Role-based Insight Personalization

8.7(won by default)

13

Not enough data

Conversational and Prompt-based Analytics

9.0(won by default)

12

Not enough data

Ad hoc Query

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Building Reports

Data Transformation

9.3(won by default)

222

Not enough data

Data Modeling

9.0(won by default)

221

Not enough data

WYSIWYG Report Design

7.8(won by default)

173

Not enough data

Integration APIs

8.7(won by default)

223

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

Additional Functionality

Drag & Drop

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Customizable Branding

Not enough data

Not enough data

Dashboard Creation

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

Metadata Management

Not enough data

Not enough data

Forecasting

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Ad hoc Analysis

Not enough data

Not enough data

Ad hoc Reporting

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Self Service Data Preparation

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Sentiment Analysis

Not enough data

Not enough data

User Management

Not enough data

Not enough data

Sales Trend Analysis

Not enough data

Not enough data

Charting

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Widgets

Not enough data

Not enough data

Storytelling

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Financing Management

Not enough data

Not enough data

Self-service Analytics

Not enough data

Not enough data

KPI Monitoring

Not enough data

Not enough data

Dashboard

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Integration

Not enough data

Not enough data

Scorecards

Not enough data

Not enough data

Data Management

Not enough data

Not enough data

Task Management

Not enough data

Not enough data

Progress Tracking

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Profitability Analysis

Not enough data

Not enough data

Project Tracking

Not enough data

Not enough data

Strategic Planning

Not enough data

Not enough data

Goal Setting/Tracking

Not enough data

Not enough data

Publishing/Sharing

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Templates

Not enough data

Not enough data

Mobile Access

Not enough data

Not enough data

Customizable Templates

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Financial Reporting

Not enough data

Not enough data

Audit Management

Not enough data

Not enough data

OLAP

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Data Synchronization

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

Data Governance[Hide 70 FeaturesShow 70 Features](javascript:void(0);)

8.8

143

Not enough data

Administration

Data Modelling

8.8(won by default)

104

Not enough data

Recommendations

8.6(won by default)

95

Not enough data

Workflow Management

9.0(won by default)

99

Not enough data

Dashboards and Visualizations

8.8(won by default)

106

Not enough data

Configurable Workflow

Not enough data

Not enough data

Rules-Based Workflow

Not enough data

Not enough data

Management

Business Glossary

8.5(won by default)

89

Not enough data

Data Discovery

8.7(won by default)

90

Not enough data

Data Profililng

8.7(won by default)

90

Not enough data

Reporting and Visualization

8.5(won by default)

89

Not enough data

Data Lineage

8.8(won by default)

90

Not enough data

Data Visualization

Not enough data

Not enough data

Compliance

Sensitive Data Compliance

8.9(won by default)

101

Not enough data

Training and Guidelines

8.6(won by default)

96

Not enough data

Policy Enforcement

8.9(won by default)

101

Not enough data

Compliance Monitoring

8.7(won by default)

97

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Security

Access Control

9.0(won by default)

95

Not enough data

Roles Management

8.9(won by default)

88

Not enough data

Compliance Management

8.8(won by default)

88

Not enough data

Deletion Management

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

User Management

Not enough data

Not enough data

Process Management

Not enough data

Not enough data

Audit Management

Not enough data

Not enough data

Metadata Management

Not enough data

Not enough data

Data Quality

Data Preparation

9.0(won by default)

98

Not enough data

Data Distribution

8.8(won by default)

96

Not enough data

Data Unification

9.1(won by default)

103

Not enough data

Maintainence

Data Quality Management

8.8(won by default)

87

Not enough data

Policy Management

8.8(won by default)

86

Not enough data

Data Storage Management

Not enough data

Not enough data

Generative AI

AI Text Generation

8.4(won by default)

84

Not enough data

AI Text Summarization

8.5(won by default)

83

Not enough data

Generative AI

Not enough data

Not enough data

Agentic AI - Data Governance

Autonomous Task Execution

8.8(won by default)

12

Not enough data

Multi-step Planning

9.0(won by default)

13

Not enough data

Cross-system Integration

8.9(won by default)

17

Not enough data

Adaptive Learning

8.7(won by default)

14

Not enough data

Natural Language Interaction

9.2(won by default)

14

Not enough data

Decision Making

9.1(won by default)

15

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Active Directory Integration

Not enough data

Not enough data

Additional Functionality

AI Copilot

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

Archiving & Retention

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Audit Trail

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Data Profiling

Not enough data

Not enough data

Authentication

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

Tagging

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

HIPAA Compliant

Not enough data

Not enough data

SSL Security

Not enough data

Not enough data

Risk Assessment

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Self Service Portal

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Document Storage

Not enough data

Not enough data

API

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Automatic Backup

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

MLOps Platforms[Hide 22 FeaturesShow 22 Features](javascript:void(0);)

9.0

99

Not enough data

Deployment

Language Flexibility

9.0(won by default)

70

Not enough data

Framework Flexibility

8.9(won by default)

69

Not enough data

Versioning

9.0(won by default)

72

Not enough data

Ease of Deployment

9.0(won by default)

74

Not enough data

Scalability

9.0(won by default)

73

Not enough data

Deployment

Language Flexibility

9.0(won by default)

67

Not enough data

Framework Flexibility

8.8(won by default)

67

Not enough data

Versioning

8.7(won by default)

72

Not enough data

Ease of Deployment

9.0(won by default)

73

Not enough data

Scalability

9.0(won by default)

71

Not enough data

Management

Cataloging

9.0(won by default)

71

Not enough data

Monitoring

8.9(won by default)

71

Not enough data

Governing

9.2(won by default)

68

Not enough data

Model Registry

9.0(won by default)

74

Not enough data

Operations

Metrics

8.8(won by default)

67

Not enough data

Infrastructure management

8.9(won by default)

67

Not enough data

Collaboration

9.1(won by default)

70

Not enough data

Management

Cataloging

8.9(won by default)

67

Not enough data

Monitoring

8.8(won by default)

65

Not enough data

Governing

9.1(won by default)

64

Not enough data

Generative AI

AI Text Generation

8.6(won by default)

34

Not enough data

AI Text Summarization

8.5(won by default)

33

Not enough data

Data Science and Machine Learning Platforms[Hide 75 FeaturesShow 75 Features](javascript:void(0);)

8.7

242

Not enough data

System

Data Ingestion & Wrangling

8.9(won by default)

186

Not enough data

Real-Time Data

Not enough data

Not enough data

Model Development

Language Support

8.8(won by default)

192

Not enough data

Drag and Drop

8.0(won by default)

197

Not enough data

Pre-Built Algorithms

8.4(won by default)

192

Not enough data

Model Training

8.8(won by default)

204

Not enough data

Database Support

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Model Development

Feature Engineering

8.5(won by default)

177

Not enough data

Machine/Deep Learning Services

Computer Vision

8.2(won by default)

181

Not enough data

Natural Language Processing

8.6(won by default)

189

Not enough data

Natural Language Generation

8.3(won by default)

178

Not enough data

Artificial Neural Networks

8.2(won by default)

177

Not enough data

Machine/Deep Learning Services

Natural Language Understanding

8.4(won by default)

163

Not enough data

Deep Learning

8.5(won by default)

166

Not enough data

Deployment

Managed Service

8.6(won by default)

186

Not enough data

Application

8.8(won by default)

187

Not enough data

Scalability

9.0(won by default)

197

Not enough data

Additional Functionality

Customizable Reports

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Semantic Search

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Ad hoc Reporting

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Statistical Analysis

Not enough data

Not enough data

Categorization/Grouping

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Data Profiling

Not enough data

Not enough data

Linked Data Management

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

API

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Sentiment Analysis

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Ad hoc Analysis

Not enough data

Not enough data

Text Mining

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Predictive Modeling

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Configurable Workflow

Not enough data

Not enough data

Tagging

Not enough data

Not enough data

Endpoint Management

Not enough data

Not enough data

No-Code

Not enough data

Not enough data

Data Preparation

Not enough data

Not enough data

Auditing

Not enough data

Not enough data

Big Data Analytics

Not enough data

Not enough data

ML Algorithm Library

Not enough data

Not enough data

Data Management

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Generative AI

AI Text Generation

8.3(won by default)

91

Not enough data

AI Text Summarization

8.5(won by default)

91

Not enough data

AI Text-to-Image

7.7(won by default)

90

Not enough data

Generative AI

Not enough data

Not enough data

Agentic AI - Data Science and Machine Learning Platforms

Autonomous Task Execution

9.4(won by default)

13

Not enough data

Multi-step Planning

8.9(won by default)

11

Not enough data

Cross-system Integration

8.8(won by default)

13

Not enough data

Adaptive Learning

9.1(won by default)

11

Not enough data

Natural Language Interaction

9.4(won by default)

14

Not enough data

Proactive Assistance

9.5(won by default)

10

Not enough data

Decision Making

9.5(won by default)

11

Not enough data

Third-Party Integrations

Not enough data

Not enough data

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

8.9

238

Not enough data

Data Management

Data Integration

9.1(won by default)

201

|

Verified

Not enough data

Data Compression

8.9(won by default)

186

|

Verified

Not enough data

Data Quality

8.9(won by default)

192

|

Verified

Not enough data

Built-In Data Analytics

8.8(won by default)

187

|

Verified

Not enough data

In-Database Machine Learning

8.7(won by default)

174

|

Verified

Not enough data

Data Lake Analytics

9.1(won by default)

177

|

Verified

Not enough data

ETL - Extract Transfer Load

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Integration

AI/ ML Integration

8.9(won by default)

189

|

Verified

Not enough data

BI Tool Integration

8.8(won by default)

174

|

Verified

Not enough data

Data lake Integration

9.1(won by default)

186

|

Verified

Not enough data

Deployment

On-Premise

8.0(won by default)

161

|

Verified

Not enough data

Cloud

9.2(won by default)

188

|

Verified

Not enough data

Performance 

Scalability

9.2(won by default)

192

|

Verified

Not enough data

Security

Data Governance

8.9(won by default)

188

|

Verified

Not enough data

Data Security

8.9(won by default)

175

|

Verified

Not enough data

Generative AI

AI Text Generation

8.6(won by default)

83

Not enough data

AI Text Summarization

8.5(won by default)

81

Not enough data

Generative AI

Not enough data

Not enough data

Additional Functionality

Parallel Processing

Not enough data

Not enough data

Ad hoc Analysis

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

API

Not enough data

Not enough data

In-Database Processing

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Ad hoc Reporting

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Match & Merge

Not enough data

Not enough data

Data Transformation

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

In-Memory Processing

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

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

Generative AI Infrastructure[Hide 14 FeaturesShow 14 Features](javascript:void(0);)

9.6

17

Not enough data

Scalability and Performance - Generative AI Infrastructure

AI High Availability

10.0(won by default)

5

Not enough data

AI Model Training Scalability

10.0(won by default)

9

Not enough data

AI Inference Speed

10.0(won by default)

5

Not enough data

Cost and Efficiency - Generative AI Infrastructure

AI Resource Allocation Flexibility

8.6(won by default)

7

Not enough data

AI Cost per API Call

Not enough data

Not enough data

AI Energy Efficiency

Not enough data

Not enough data

Integration and Extensibility - Generative AI Infrastructure

AI Multi-cloud Support

8.9(won by default)

6

Not enough data

AI Data Pipeline Integration

10.0(won by default)

8

Not enough data

AI API Support and Flexibility

Not enough data

Not enough data

Security and Compliance - Generative AI Infrastructure

AI GDPR and Regulatory Compliance

Not enough data

Not enough data

AI Role-based Access Control

Not enough data

Not enough data

AI Data Encryption

Not enough data

Not enough data

Usability and Support - Generative AI Infrastructure

AI Documentation Quality

10.0(won by default)

7

Not enough data

AI Community Activity

Not enough data

Not enough data

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

9.0

533

Not enough data

Database

Real-Time Data Collection

8.8(won by default)

257

Not enough data

Data Distribution

8.9(won by default)

252

Not enough data

Data Lake

9.4(won by default)

338

Not enough data

Integrations

Hadoop Integration

8.3(won by default)

223

Not enough data

Spark Integration

9.1(won by default)

299

Not enough data

Platform

Machine Scaling

9.0(won by default)

329

Not enough data

Data Preparation

9.1(won by default)

318

Not enough data

Spark Integration

9.1(won by default)

299

Not enough data

Processing

Cloud Processing

9.1(won by default)

298

Not enough data

Workload Processing

9.1(won by default)

301

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

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

8.7

363

Not enough data

Building Reports

Data Transformation

9.3(won by default)

222

Not enough data

Data Modeling

9.0(won by default)

221

Not enough data

WYSIWYG Report Design

7.8(won by default)

173

Not enough data

Integration APIs

8.7(won by default)

223

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

Show 8 feature categories with incomplete data

Application Development Platforms[Hide 57 FeaturesShow 57 Features](javascript:void(0);)

Not enough data

Not enough data

Additional Functionality

Continuous Integration

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Backup and Recovery

Not enough data

Not enough data

Multiple Programming Languages Supported

Not enough data

Not enough data

Continuous Deployment

Not enough data

Not enough data

Code Development

Not enough data

Not enough data

For No-Code Development

Not enough data

Not enough data

Version Control

Not enough data

Not enough data

Configurable Workflow

Not enough data

Not enough data

Graphical User Interface

Not enough data

Not enough data

For Low-Code Development

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

UI Prototyping

Not enough data

Not enough data

Source Control

Not enough data

Not enough data

Software Development

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Web App Development

Not enough data

Not enough data

Custom Development

Not enough data

Not enough data

Code Repository Integration

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

Mobile Development

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Game Development

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Application Security

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Automated Testing

Not enough data

Not enough data

Integrated Development Environment

Not enough data

Not enough data

Offline Access

Not enough data

Not enough data

Debugging

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Compatibility Testing

Not enough data

Not enough data

Pre-built Templates

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Data Modeling

Not enough data

Not enough data

Customizable Branding

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Code Editing

Not enough data

Not enough data

Functionality

Ease of Use

Not enough data

Not enough data

File Management

Not enough data

Not enough data

Multi-Language Support

Not enough data

Not enough data

Customization

Not enough data

Not enough data

Straight-Out-the-Box Functionality

Not enough data

Not enough data

Help Guides

Not enough data

Not enough data

Patching & Updates

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Change Management

Not enough data

Not enough data

Deployment Management

Not enough data

Not enough data

Performance Management

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Lifecycle Management

Not enough data

Not enough data

Task Management

Not enough data

Not enough data

Document Management

Not enough data

Not enough data

Database Support

Not enough data

Not enough data

Artificial Intelligence[Hide 37 FeaturesShow 37 Features](javascript:void(0);)

Not enough data

Not enough data

Additional Functionality

Tagging

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Speech Recognition

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Virtual Personal Assistant (VPA)

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Customer Segmentation

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

For eCommerce

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

Customizable Branding

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Document Management

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Machine Learning

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Alerts/Escalation

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Mobile App

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

For Sales Teams/Organizations

Not enough data

Not enough data

Sentiment Analysis

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Chatbot

Not enough data

Not enough data

Workflow Automation

Not enough data

Not enough data

Data Management Software[Hide 45 FeaturesShow 45 Features](javascript:void(0);)

Not enough data

Not enough data

Additional Functionality

Data Cleansing

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Data Verification

Not enough data

Not enough data

Information Governance

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

Behavior Analytics

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

Interactive queries

Not enough data

Not enough data

Audit Trail

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Document Storage

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

User Management

Not enough data

Not enough data

AI/Machine Learning

Not enough data

Not enough data

Master Data Management

Not enough data

Not enough data

Task Scheduling

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Customer Database

Not enough data

Not enough data

Audit Management

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Full Text Search

Not enough data

Not enough data

Compliance Management

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

Automatic Backup

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

Data Analysis Tools

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Metadata Management

Not enough data

Not enough data

Dashboard Creation

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

Data Integration

Not enough data

Not enough data

Database Support

Not enough data

Not enough data

Generative AI[Hide 22 FeaturesShow 22 Features](javascript:void(0);)

Not enough data

Not enough data

Additional Functionality

Code Generation

Not enough data

Not enough data

Text to Image

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

API

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Virtual Characters and Avatars

Not enough data

Not enough data

Content Generation

Not enough data

Not enough data

Personalization and Recommendation

Not enough data

Not enough data

Conditional Generation

Not enough data

Not enough data

Transformer Model

Not enough data

Not enough data

Automated Image & Video Editing

Not enough data

Not enough data

Interactive and Co-Creative Systems

Not enough data

Not enough data

Text Summarization

Not enough data

Not enough data

Data Augmentation

Not enough data

Not enough data

Variation Autoencoder Models

Not enough data

Not enough data

Adversarial Training

Not enough data

Not enough data

Transfer Learning and Fine-tuning

Not enough data

Not enough data

Simulation and Scenario Generation

Not enough data

Not enough data

Creative Design

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Prompt Engineering

Not enough data

Not enough data

Foundation Model

Not enough data

Not enough data

AI Agent Builders[Hide 43 FeaturesShow 43 Features](javascript:void(0);)

Not enough data

Not enough data

Customization - AI Agent Builders

Natural Language Configuration

Not enough data

Not enough data

Tone Customization

Not enough data

Not enough data

Security Guardrails

Not enough data

Not enough data

API Security

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

Authentication

Not enough data

Not enough data

Functionality - AI Agent Builders

Omni-channel Support

Not enough data

Not enough data

Agent Branding

Not enough data

Not enough data

Proactive Response Capabilities

Not enough data

Not enough data

Seamless Human Escalation

Not enough data

Not enough data

Multimedia Support

Not enough data

Not enough data

Multi-Modal Input Support

Not enough data

Not enough data

Data and Analytics - AI Agent Builders

Analytics & Reporting

Not enough data

Not enough data

Contextual Awareness

Not enough data

Not enough data

Data Privacy Compliance

Not enough data

Not enough data

Integration - AI Agent Builders

Workflow Automation

Not enough data

Not enough data

API Usage

Not enough data

Not enough data

Platform Interoperability

Not enough data

Not enough data

CRM Data Integration

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Additional Functionality

Version Control

Not enough data

Not enough data

Scalability

Not enough data

Not enough data

Personalization

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Webhooks

Not enough data

Not enough data

API

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Fallback Handling

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Multiple LLM Models

Not enough data

Not enough data

Built-in AI Assistant

Not enough data

Not enough data

Automated Testing

Not enough data

Not enough data

Data Governance

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Pre-built Templates

Not enough data

Not enough data

Agent Design Tools

Not enough data

Not enough data

Deep Learning

Not enough data

Not enough data

Model Training

Not enough data

Not enough data

Analytics

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Debugging

Not enough data

Not enough data

Deployment Management

Not enough data

Not enough data

Proactive Error Detection

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

AI Gateways[Hide 6 FeaturesShow 6 Features](javascript:void(0);)

Not enough data

Not enough data

Traffic Management & Performance - AI Gateways

Token-Aware Rate Limiting

Not enough data

Not enough data

Semantic Caching

Not enough data

Not enough data

Multi-Model Routing & Fallbacks

Not enough data

Not enough data

Governance & Observability - AI Gateways

Data Privacy

Not enough data

Not enough data

Cost Tracking

Not enough data

Not enough data

Centralized API Key Security

Not enough data

Not enough data

Database as a Service (DBaaS)[Hide 17 FeaturesShow 17 Features](javascript:void(0);)

Not enough data

Not enough data

Configuration

Application Performance

Not enough data

Not enough data

Orchestration

Not enough data

Not enough data

Database Monitoring

Not enough data

Not enough data

Anomaly Detection

Not enough data

Not enough data

Network Security

Not enough data

Not enough data

Database Administration

Provisioning

Not enough data

Not enough data

Governance

Not enough data

Not enough data

Auditing

Not enough data

Not enough data

Availability

Scalability

Not enough data

Not enough data

Backup

Not enough data

Not enough data

Archiving

Not enough data

Not enough data

Indexing

Not enough data

Not enough data

Security

Data Masking

Not enough data

Not enough data

Authentication And Single Sign-On

Not enough data

Not enough data

Data Anonymization

Not enough data

Not enough data

Data Management

Data Replication

Not enough data

Not enough data

Advanced Data Analytics

Not enough data

Not enough data

User Insights

Reviewers' Company Size

[![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks")](https://www.g2.com/products/databricks/reviews)

Databricks

Small-Business(50 or fewer emp.)

14.9%

Mid-Market(51-1000 emp.)

37.5%

Enterprise(\> 1000 emp.)

47.6%

[![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.)

14.9%

26.7%

Mid-Market

(51-1000 emp.)

37.5%

56.8%

Enterprise

(\> 1000 emp.)

47.6%

16.5%

Reviewers' Industry

[![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks")](https://www.g2.com/products/databricks/reviews)
Databricks

Information Technology and Services

12.7%

Financial Services

12.2%

Computer Software

7.9%

Consulting

4.9%

Manufacturing

4.7%

Other

57.6%

[![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

## Databricks vs dbt FAQs

Generated using AI

Last updated: August 14, 2026

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

Databricks is a unified analytics platform with a strong focus on data engineering and AI, while dbt is a specialized tool for SQL-based data transformation and analytics engineering.

| [Databricks](https://www.g2.com/products/databricks/reviews) | [dbt](https://www.g2.com/products/dbt/reviews) |
| --- | --- |
| G2 Rating (reviews) | 4.6/5 (1366 reviews) | 4.7/5 (209 reviews) |
| Largest Segment | Enterprise | Mid-Market |
| Ease of Setup score | 8.4 | 8.6 |
| Quality of Support score | 8.8 | 8.8 |
| Top Reviewer-Cited Strength | Unified platform for data engineering, analytics, and AI | Ease of use (34 all-time mentions) |

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

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

- **Databricks:** Reviewers note that the pay-for-what-you-use model can lead to unpredictable costs if not closely monitored, especially with cluster sizing and auto-scaling.
- **dbt:** Reviewers highlight dbt's predictable pricing and cost-effectiveness, with several noting that dbt Cloud is inexpensive and dbt Core is free for self-hosted environments.

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

The top three alternatives to Databricks and dbt are Cloudera, Snowflake, and Alteryx.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [Databricks](https://www.g2.com/products/databricks/reviews) | 4.6/5 (1366 reviews) | Enterprise | Pay-for-what-you-use model, can be unpredictable if not monitored | Unified platform for data engineering, analytics, and AI |
| [dbt](https://www.g2.com/products/dbt/reviews) | 4.7/5 (209 reviews) | Mid-Market | Predictable pricing, inexpensive Cloud, free Core | Ease of use (34 all-time mentions) |
| [Cloudera](https://www.g2.com/products/cloudera/reviews) | 4.1/5 (136 reviews) | Enterprise | — | — |
| [Snowflake](https://www.g2.com/products/snowflake/reviews) | 4.5/5 (763 reviews) | Mid-Market | — | — |
| [Alteryx](https://www.g2.com/products/alteryx/reviews) | 4.6/5 (894 reviews) | Enterprise | — | — |

### Which Big Data Processing and Distribution features should I prioritize when comparing Databricks and dbt?

Buyers should prioritize Transformation, Ease of Use, Integrations, Data Quality, and Automation when comparing Databricks and dbt.

- **Transformation:** dbt has 16 all-time mentions for Transformation, while Databricks is frequently cited for unified data engineering and analytics workflows.
- **Ease of Use:** dbt has 34 all-time mentions for Ease of Use and a 9.0 Ease of Use score; Databricks scores 8.8.
- **Integrations:** Databricks is cited for Git (30 all-time mentions), Tableau (10), and GitHub (7); dbt is cited for Snowflake (22).
- **Data Quality:** dbt has 14 all-time mentions for Data Quality, with reviewers highlighting built-in testing and validation features.
- **Automation:** dbt has 17 all-time mentions for Automation, supporting automated transformations and testing.

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

Databricks' headline strength is its unified analytics and AI platform, while dbt's is its ease of use and SQL-based transformation capabilities.

- **Databricks strengths:** Unified platform for data engineering, analytics, and AI; collaborative notebooks; strong governance with Unity Catalog; broad integrations (Git, Tableau, GitHub).
- **Databricks trade-offs:** Reviewers note a steep learning curve, complex initial setup for some, and unpredictable costs if cluster usage is not closely monitored.
- **dbt strengths:** Ease of use (34 all-time mentions); SQL-based transformations; strong automation (17 mentions); data quality and testing (14 mentions); easy integration with Snowflake (22 mentions); predictable pricing.
- **dbt trade-offs:** Reviewers cite limited functionality (13 mentions), dependency issues (12), a steep learning curve for advanced features (10), and error handling challenges (9).

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

dbt is the better fit for small businesses, as its largest reviewer segment is Mid-Market and reviewers highlight its ease of use and straightforward setup.

- **Databricks:** Largest segment is Enterprise; reviewers note a steeper learning curve and more complex setup, which may be less ideal for small teams.
- **dbt:** Largest segment is Mid-Market; reviewers consistently highlight easy setup, SQL-based workflows, and cost-effectiveness for smaller organizations.

### Which Big Data Processing and Distribution platform has better integrations?

Databricks is favored for integrations, with more reviewer-cited integration mentions and a broader range of supported tools.

- **Databricks:** Git (30 all-time mentions), Tableau (10), GitHub (7) are frequently cited as integrated tools.
- **dbt:** Snowflake is the most cited integration (22 all-time mentions), with reviewers highlighting its strong connection to cloud data warehouses.

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

Databricks and dbt are rated equally on Quality of Support, both scoring 8.8, indicating parity in reviewer satisfaction.

- **Databricks:** Reviewers describe helpful support during setup and ongoing use, with several noting responsive assistance for technical challenges.
- **dbt:** Reviewers highlight responsive customer support, especially for onboarding and troubleshooting, with multiple mentions of quick ticket resolution.

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

dbt has a slight edge in Ease of Setup, scoring 8.6 versus Databricks' 8.4, but both are rated highly and within the materiality threshold for parity.

- **Databricks:** Reviewers describe the initial setup as straightforward for cloud deployments but note a learning curve for advanced configurations and governance.
- **dbt:** Reviewers consistently highlight easy and fast setup, especially for teams familiar with SQL, and praise its clear documentation and onboarding process.

### Which product has better Transformation?

dbt is the stronger product for Transformation, with more reviewer-cited mentions and a focus on SQL-based transformation workflows.

- **Databricks:** Transformation is cited as a core capability in unified analytics and AI workflows, but lacks a specific all-time mention count for Transformation.
- **dbt:** Transformation has 16 all-time mentions, with reviewers highlighting its SQL-based transformation, automation, and testing features as key strengths.

Alternatives

**Databricks Alternatives**

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

[
Cloudera
](/products/cloudera/reviews)

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

[
Snowflake
](/products/snowflake/reviews)

 ![Teradata Autonomous Knowledge Platform](https://images.g2crowd.com/uploads/product/hd_favicon/18effe7340087cf76270e479644d3e42/teradata-autonomous-knowledge-platform.svg "Teradata Autonomous Knowledge Platform")

[
Teradata Autonomous Knowledge Platform
](/products/teradata-autonomous-knowledge-platform/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)

**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)

 ![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)

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

[
Maia
](/products/matillion-maia/reviews)