Link copied to clipboard

# Hevo Data vs dbt Comparison - What are their main differences?

Share
[
Export
](/compare/hevo-data/dbt/export.csv)

Hevo Datadbt[+ Add Product](#)

Pricing

**Hevo Data**
Free Trial

**$0.00** · Free

**dbt**
Free Trial

No pricing available

**Pricing Insights**
from reviews

Time to Implement

**Hevo Data**
1 month

Based on 33 responses

**dbt**
1 month

Based on 5 responses

Return on Investment

**Hevo Data**
11 months

Based on 27 responses

**dbt**
7 months4 months sooner

Based on 5 responses

Perceived Cost

**Hevo Data**
$$$$$

**dbt**
$$$$$

Average Discount

**Hevo Data**
9%

**dbt**
11%2% more

**Pros & Cons**
from reviews

**Hevo Data**
[
Ease of Use (33)
](https://www.g2.com/products/hevo-data/reviews?filters%5Bsentiment_snippet%5D=1042243&qs=pros-and-cons#reviews)[
Customer Support (23)
](https://www.g2.com/products/hevo-data/reviews?filters%5Bsentiment_snippet%5D=1043568&qs=pros-and-cons#reviews)[
Expensive (12)
](https://www.g2.com/products/hevo-data/reviews?filters%5Bsentiment_snippet%5D=1041882&qs=pros-and-cons#reviews)[
Pricing Issues (11)
](https://www.g2.com/products/hevo-data/reviews?filters%5Bsentiment_snippet%5D=1043676&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

**Hevo Data**
[

 ![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_d63327b58e9e55cbadb26d04e56bb0eb/amplitude-analytics.png "Product Avatar Image")

Amplitude

](https://www.g2.com/products/amplitude-analytics/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_f176b4154a751d10150daa67a57b7dc5/azure-sql-database.jpg "Product Avatar Image")

Azure SQL Database

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

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_017ca5b65bc8cc79fa434f2716af16ee/dbt.png "Product Avatar Image")

dbt

](https://www.g2.com/products/dbt/reviews)[
View all
](https://www.g2.com/products/hevo-data/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

**Hevo Data**
 ![Hevo Data 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/138492/storylane-screens.png)

**dbt**
No screenshot available

**Ratings**
from reviews

Meets Requirements

**Hevo Data**

8.4

8.4222

**dbt**

9.2

9.2154

Ease of Use

**Hevo Data**

8.9

8.9224

**dbt**

9.0

9.0157

Ease of Setup

**Hevo Data**

9.0

9.0167

**dbt**

8.6

8.696

Ease of Admin

**Hevo Data**

8.7

8.7123

**dbt**

8.5

8.559

Quality of Support

**Hevo Data**

9.0

9.0222

**dbt**

8.8

8.8125

Has the product been a good partner in doing business?

**Hevo Data**

8.8

8.8123

**dbt**

8.6

8.653

Product Direction (% positive)

**Hevo Data**

9.1

9.1201

**dbt**

9.6

9.6140

**Features**
ratings from reviews

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

8.7

136

9.1

49

Management

Auditing

8.1

86

8.3(won by 0.2)

39

Reporting

Feature Not Available

Feature Not Available

Functionality

Transformation

8.5

112

9.3(won by 0.8)

47

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

Automation

8.9

118

9.4(won by 0.5)

42

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

Scalability

8.5

114

9.2(won by 0.7)

39

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

Extraction

9.1(won by default)

127

Feature Not Available

Loading

8.9(won by default)

123

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);)

Not enough data

8.2

70

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

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

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

Reverse ETL[Hide 15 FeaturesShow 15 Features](javascript:void(0);)

9.1

13

Not enough data

Data Management 

Data Modeling

9.4(won by default)

8

Not enough data

Auditing

9.4(won by default)

8

Not enough data

Observability

9.2(won by default)

10

Not enough data

Reporting

9.3(won by default)

9

Not enough data

Data mapping

8.9(won by default)

11

Not enough data

Functionality

Debugging

8.0(won by default)

9

Not enough data

Notifications

9.0(won by default)

10

Not enough data

Workflow Automations

9.6(won by default)

8

Not enough data

API Integrations

9.2(won by default)

10

Not enough data

Incremental data sync

9.5(won by default)

11

Not enough data

Programmed trigger of data sync

9.3(won by default)

9

Not enough data

Data audit

8.8(won by default)

8

Not enough data

Security

Security Compliance

9.3(won by default)

9

Not enough data

Data Encryption

9.1(won by default)

9

Not enough data

Generative AI

AI Text Generation

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

E-Commerce Data Integration[Hide 8 FeaturesShow 8 Features](javascript:void(0);)

7.8

34

Not enough data

Development 

Pre-built Connectors

8.9(won by default)

29

Not enough data

Custom Connectors

7.5(won by default)

25

Not enough data

Management 

Reporting and Analytics

7.9(won by default)

29

Not enough data

Data Mapping

7.8(won by default)

30

Not enough data

Integration Options

ERP Systems

7.5(won by default)

19

Not enough data

Accounting Systems

8.1(won by default)

19

Not enough data

CRM and Marketing Automation Systems

7.9(won by default)

21

Not enough data

EDI

7.0(won by default)

17

Not enough data

Data Extraction[Hide 89 FeaturesShow 89 Features](javascript:void(0);)

8.2

93

Not enough data

Functionality

Diverse Extraction Points

8.3(won by default)

77

Not enough data

Data Structuring

8.4(won by default)

79

Not enough data

Consolidation

8.3(won by default)

71

Not enough data

Data Cleaning

8.1(won by default)

73

Not enough data

Cloud Extraction

8.5(won by default)

77

Not enough data

Visualization

7.6(won by default)

66

Not enough data

Data Extraction

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Image Extraction

Not enough data

Not enough data

IP Address Extraction

Not enough data

Not enough data

Email Address Extraction

Not enough data

Not enough data

Metadata Extraction

Not enough data

Not enough data

Document Extraction

Not enough data

Not enough data

Phone Number Extraction

Not enough data

Not enough data

Auto Extraction

Not enough data

Not enough data

IP Address Extraction

Not enough data

Not enough data

Email Address Extraction

Not enough data

Not enough data

Image Extraction

Not enough data

Not enough data

Web Data Extraction

Not enough data

Not enough data

Diverse Extraction Points

Diverse Extraction Points

8.3(won by default)

77

Not enough data

Additional Functionality

Data Storage Management

Not enough data

Not enough data

Customizable Templates

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Forecasting

Not enough data

Not enough data

Reminders

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Visual Discovery

Not enough data

Not enough data

Mobile Access

Not enough data

Not enough data

Rules-Based Workflow

Not enough data

Not enough data

API

Not enough data

Not enough data

Customizable Forms

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Multi-Channel Distribution

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Data Transformation

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Surveys & Feedback

Not enough data

Not enough data

Customizable Fields

Not enough data

Not enough data

Forms Management

Not enough data

Not enough data

Multi-Channel Data Collection

Not enough data

Not enough data

HIPAA Compliant

Not enough data

Not enough data

Metadata Management

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Multi-Device Support

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Audience Targeting

Not enough data

Not enough data

Offline Response Collection

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Dashboard Creation

Not enough data

Not enough data

Version Control

Not enough data

Not enough data

Query Builder

Not enough data

Not enough data

IP Rotation

Not enough data

Not enough data

AI/Machine Learning

Not enough data

Not enough data

Data Verification

Not enough data

Not enough data

Optical Character Recognition

Not enough data

Not enough data

Batch Processing

Not enough data

Not enough data

Data Aggregation and Publishing

Not enough data

Not enough data

Job Scheduling

Not enough data

Not enough data

Data Mining

Not enough data

Not enough data

Proxy Rotation

Not enough data

Not enough data

Geotargeting

Not enough data

Not enough data

Data Aggregation

Not enough data

Not enough data

JavaScript Rendering

Not enough data

Not enough data

HTML Parsing

Not enough data

Not enough data

Multiple File Format Support

Not enough data

Not enough data

Data Cleansing

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

CAPTCHA Solving

Not enough data

Not enough data

Integration Management

Not enough data

Not enough data

Website Crawling

Not enough data

Not enough data

Scheduling

Not enough data

Not enough data

Bot Mitigation

Not enough data

Not enough data

User Management

Not enough data

Not enough data

Customization

Not enough data

Not enough data

Proactive Error Detection

Not enough data

Not enough data

Data Replication[Hide 7 FeaturesShow 7 Features](javascript:void(0);)

8.2

82

Not enough data

Management

Real-Time Analytics

8.1(won by default)

54

Not enough data

Solution Integration

8.4(won by default)

66

Not enough data

Infrastructure Compatibility

8.5(won by default)

61

Not enough data

Monitoring

8.3(won by default)

62

Not enough data

Solution Provision

System Failover

7.8(won by default)

42

Not enough data

Pay by Usage

7.8(won by default)

59

Not enough data

Service Provision

8.3(won by default)

44

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 4 feature categories with incomplete data

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

Not enough data

Not enough data

Reports

Dashboards

Not enough data

Not enough data

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

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

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

Collaboration / Workflow

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

Integration APIs

Not enough data

Not enough data

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

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

Open API & SDK Integration

Not enough data

Not enough data

Multi-Environment & Multi-Cloud Support

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

Version Control & Change Impact Analysis

Not enough data

Not enough data

Metric Lineage for AI Training Data

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

Contextual Reasoning Layer

Not enough data

Not enough data

Agentic Query Orchestration

Not enough data

Not enough data

Workflow Automation via Semantic Agents

Not enough data

Not enough data

Backup[Hide 11 FeaturesShow 11 Features](javascript:void(0);)

Not enough data

Not enough data

Management

Disaster Recovery

Not enough data

Not enough data

Remote Backup

Not enough data

Not enough data

Storage Formats

Not enough data

Not enough data

Scheduled Backups

Not enough data

Not enough data

On-Demand Restoration

Not enough data

Not enough data

Reporting

Activity Monitoring

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Documentation

Not enough data

Not enough data

Security

Data Encryption

Not enough data

Not enough data

Security and Compliance

Not enough data

Not enough data

Deduplication 

Not enough data

Not enough data

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

Not enough data

Not enough data

Building Reports

Integration APIs

Not enough data

Not enough data

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

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

[![Hevo Data](https://images.g2crowd.com/uploads/product/hd_favicon/1a4069c8ee36ae34c4c9c55aeea3a96d/hevo-data.svg "Hevo Data")](https://www.g2.com/products/hevo-data/reviews)

Hevo Data

Small-Business(50 or fewer emp.)

39.9%

Mid-Market(51-1000 emp.)

48.5%

Enterprise(\> 1000 emp.)

11.7%

[![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.)

39.9%

26.7%

Mid-Market

(51-1000 emp.)

48.5%

56.8%

Enterprise

(\> 1000 emp.)

11.7%

16.5%

Reviewers' Industry

[![Hevo Data](https://images.g2crowd.com/uploads/product/hd_favicon/1a4069c8ee36ae34c4c9c55aeea3a96d/hevo-data.svg "Hevo Data")](https://www.g2.com/products/hevo-data/reviews)
Hevo Data

Computer Software

14.9%

Information Technology and Services

11.5%

Financial Services

11.1%

Retail

6.6%

Marketing and Advertising

5.6%

Other

50.3%

[![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%

Alternatives

**Hevo Data Alternatives**

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

[
Fivetran
](/products/fivetran/reviews)

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

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

 ![Skyvia](https://images.g2crowd.com/uploads/product/hd_favicon/7bc8562efc7e11035b0b4b2f020e4fa8/skyvia.svg "Skyvia")

[
Skyvia
](/products/skyvia/reviews)

 ![Dataddo](https://images.g2crowd.com/uploads/product/hd_favicon/9efd5eae61c731c6def22f19da95da5d/dataddo.svg "Dataddo")

[
Dataddo
](/products/dataddo/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)