Introducing G2.ai, the future of software buying.Try now

Best ETL Tools - Page 2

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi

ETL (extract, transform, and load) tools are used to transfer data between databases or for external use. ETL tools are used for data replication, after which the data will be stored in database management systems and data warehouses. These solutions also help with data extraction for analytics. These software products transform data sets to operate through querying and analysis. Many companies use these tools to create a visual workflow for the data they transfer. Other uses are typically analysis, data cleansing, and structuring data.

It has become increasingly common for data management platforms to extract data from various sources and load it into the target warehouse through ELT (extract, load, and transform). The difference between ETL and ELT is that ELT uses the target system to transform the data instead of pre-processing the data like in ETL.

To qualify for inclusion in the ETL category, a product must:

Facilitate extract, transform, and load processes
Transform data for quality or visualization
Audit or record integration data
Archive data for backup, future reference, or analysis
Show More
Show Less

Featured ETL Tools At A Glance

Free Plan Available:
Alteryx
Sponsored
Highest Performer:
Easiest to Use:
Top Trending:
Show LessShow More
Highest Performer:
Easiest to Use:
Top Trending:

G2 takes pride in showing unbiased reviews on user satisfaction in our ratings and reports. We do not allow paid placements in any of our ratings, rankings, or reports. Learn about our scoring methodologies.

No filters applied
243 Listings in ETL Tools Available
(276)4.4 out of 5
Optimized for quick response
Save to My Lists
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Hevo is a reliable, cost-effective ELT platform that effortlessly streamlines data integration. As an automated data pipeline solution, Hevo seamlessly syncs data from 150+ sources, including SQL, NoS

    Users
    • Data Engineer
    • Data Analyst
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 48% Mid-Market
    • 40% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Hevo Data Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    36
    Customer Support
    25
    Easy Integrations
    24
    Easy Setup
    18
    Automation
    16
    Cons
    Expensive
    12
    Limited Customization
    11
    Pricing Issues
    11
    Limitations
    10
    Transformation Issues
    7
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Hevo Data features and usability ratings that predict user satisfaction
    8.9
    Has the product been a good partner in doing business?
    Average: 9.1
    8.8
    Automation
    Average: 8.9
    8.5
    Scalability
    Average: 8.7
    8.1
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Hevo Data
    Company Website
    Year Founded
    2017
    HQ Location
    San Francisco, California
    Twitter
    @HevoData
    847 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    221 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Hevo is a reliable, cost-effective ELT platform that effortlessly streamlines data integration. As an automated data pipeline solution, Hevo seamlessly syncs data from 150+ sources, including SQL, NoS

Users
  • Data Engineer
  • Data Analyst
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 48% Mid-Market
  • 40% Small-Business
Hevo Data Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
36
Customer Support
25
Easy Integrations
24
Easy Setup
18
Automation
16
Cons
Expensive
12
Limited Customization
11
Pricing Issues
11
Limitations
10
Transformation Issues
7
Hevo Data features and usability ratings that predict user satisfaction
8.9
Has the product been a good partner in doing business?
Average: 9.1
8.8
Automation
Average: 8.9
8.5
Scalability
Average: 8.7
8.1
Auditing
Average: 8.1
Seller Details
Seller
Hevo Data
Company Website
Year Founded
2017
HQ Location
San Francisco, California
Twitter
@HevoData
847 Twitter followers
LinkedIn® Page
www.linkedin.com
221 employees on LinkedIn®
(291)4.8 out of 5
12th Easiest To Use in ETL Tools software
Save to My Lists
Entry Level Price:$79.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Skyvia is a no-code cloud data integration and data pipeline platform that enables ETL, ELT, Reverse ETL, data migration, one-way and bi-directional data sync, workflow automation, real-time connectiv

    Users
    • Chief Executive Officer
    • CEO
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 54% Small-Business
    • 35% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Skyvia Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    40
    Easy Integrations
    25
    Easy Setup
    22
    Setup Ease
    22
    Data Management
    21
    Cons
    Slow Performance
    7
    Difficult Setup
    6
    Setup Difficulty
    6
    Complex Setup
    5
    Connection Issues
    5
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Skyvia features and usability ratings that predict user satisfaction
    9.3
    Has the product been a good partner in doing business?
    Average: 9.1
    9.4
    Automation
    Average: 8.9
    9.3
    Scalability
    Average: 8.7
    8.9
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Devart
    Year Founded
    1997
    HQ Location
    Wilmington, Delaware, USA
    Twitter
    @DevartSoftware
    1,744 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    252 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Skyvia is a no-code cloud data integration and data pipeline platform that enables ETL, ELT, Reverse ETL, data migration, one-way and bi-directional data sync, workflow automation, real-time connectiv

Users
  • Chief Executive Officer
  • CEO
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 54% Small-Business
  • 35% Mid-Market
Skyvia Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
40
Easy Integrations
25
Easy Setup
22
Setup Ease
22
Data Management
21
Cons
Slow Performance
7
Difficult Setup
6
Setup Difficulty
6
Complex Setup
5
Connection Issues
5
Skyvia features and usability ratings that predict user satisfaction
9.3
Has the product been a good partner in doing business?
Average: 9.1
9.4
Automation
Average: 8.9
9.3
Scalability
Average: 8.7
8.9
Auditing
Average: 8.1
Seller Details
Seller
Devart
Year Founded
1997
HQ Location
Wilmington, Delaware, USA
Twitter
@DevartSoftware
1,744 Twitter followers
LinkedIn® Page
www.linkedin.com
252 employees on LinkedIn®

This is how G2 Deals can help you:

  • Easily shop for curated – and trusted – software
  • Own your own software buying journey
  • Discover exclusive deals on software
(569)4.5 out of 5
Optimized for quick response
View top Consulting Services for HubSpot Data Hub
Save to My Lists
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Operations Hub supercharges your HubSpot CRM with a complete toolkit to connect, clean, and automate customer data. It offers native integrations with other applications to create a more efficient, al

    Users
    • CEO
    • Owner
    Industries
    • Information Technology and Services
    • Marketing and Advertising
    Market Segment
    • 67% Small-Business
    • 29% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • HubSpot Data Hub Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    112
    Automation
    87
    Data Management
    83
    Integrations
    62
    Customization
    45
    Cons
    Limitations
    55
    Learning Curve
    37
    Missing Features
    37
    Expensive
    31
    Complexity
    27
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • HubSpot Data Hub features and usability ratings that predict user satisfaction
    9.1
    Has the product been a good partner in doing business?
    Average: 9.1
    8.8
    Automation
    Average: 8.9
    10.0
    Scalability
    Average: 8.7
    9.2
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    HubSpot
    Company Website
    Year Founded
    2006
    HQ Location
    Cambridge, MA
    Twitter
    @HubSpot
    786,885 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    11,675 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Operations Hub supercharges your HubSpot CRM with a complete toolkit to connect, clean, and automate customer data. It offers native integrations with other applications to create a more efficient, al

Users
  • CEO
  • Owner
Industries
  • Information Technology and Services
  • Marketing and Advertising
Market Segment
  • 67% Small-Business
  • 29% Mid-Market
HubSpot Data Hub Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
112
Automation
87
Data Management
83
Integrations
62
Customization
45
Cons
Limitations
55
Learning Curve
37
Missing Features
37
Expensive
31
Complexity
27
HubSpot Data Hub features and usability ratings that predict user satisfaction
9.1
Has the product been a good partner in doing business?
Average: 9.1
8.8
Automation
Average: 8.9
10.0
Scalability
Average: 8.7
9.2
Auditing
Average: 8.1
Seller Details
Seller
HubSpot
Company Website
Year Founded
2006
HQ Location
Cambridge, MA
Twitter
@HubSpot
786,885 Twitter followers
LinkedIn® Page
www.linkedin.com
11,675 employees on LinkedIn®
(29)4.9 out of 5
3rd Easiest To Use in ETL Tools software
Save to My Lists
Entry Level Price:Pay As You Go
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Matia is a data operations platform that enables modern data teams to build, manage, and monitor end-to-end data pipelines in one place. Matia allows data teams to spend time managing their data,

    Users
    No information available
    Industries
    • Financial Services
    • Computer Software
    Market Segment
    • 59% Mid-Market
    • 24% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Matia Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Customer Support
    21
    Features
    15
    Ease of Use
    13
    Implementation Ease
    11
    Integrations
    11
    Cons
    Limited Connectors
    4
    Missing Features
    4
    Limited Features
    3
    Lack of Features
    2
    Limited Integrations
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Matia features and usability ratings that predict user satisfaction
    10.0
    Has the product been a good partner in doing business?
    Average: 9.1
    9.9
    Automation
    Average: 8.9
    9.8
    Scalability
    Average: 8.7
    9.6
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Matia
    Company Website
    Year Founded
    2023
    HQ Location
    Miami, US
    LinkedIn® Page
    linkedin.com
    31 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Matia is a data operations platform that enables modern data teams to build, manage, and monitor end-to-end data pipelines in one place. Matia allows data teams to spend time managing their data,

Users
No information available
Industries
  • Financial Services
  • Computer Software
Market Segment
  • 59% Mid-Market
  • 24% Small-Business
Matia Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Customer Support
21
Features
15
Ease of Use
13
Implementation Ease
11
Integrations
11
Cons
Limited Connectors
4
Missing Features
4
Limited Features
3
Lack of Features
2
Limited Integrations
2
Matia features and usability ratings that predict user satisfaction
10.0
Has the product been a good partner in doing business?
Average: 9.1
9.9
Automation
Average: 8.9
9.8
Scalability
Average: 8.7
9.6
Auditing
Average: 8.1
Seller Details
Seller
Matia
Company Website
Year Founded
2023
HQ Location
Miami, US
LinkedIn® Page
linkedin.com
31 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    AWS Glue is a serverless data integration service that makes it easier for analytics users to discover, prepare, move, and integrate data from multiple sources for analytics, machine learning, and app

    Users
    • Data Engineer
    • Software Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 48% Enterprise
    • 29% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • AWS Glue Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    5
    ETL Solutions
    3
    Simple
    3
    Cloud Integration
    2
    Data Integration
    2
    Cons
    Slow Performance
    2
    Access Control
    1
    Compatibility Issues
    1
    Complex Transformations
    1
    Connection Issues
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • AWS Glue features and usability ratings that predict user satisfaction
    8.8
    Has the product been a good partner in doing business?
    Average: 9.1
    8.7
    Automation
    Average: 8.9
    8.9
    Scalability
    Average: 8.7
    8.7
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2006
    HQ Location
    Seattle, WA
    Twitter
    @awscloud
    2,218,835 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    152,002 employees on LinkedIn®
    Ownership
    NASDAQ: AMZN
Product Description
How are these determined?Information
This description is provided by the seller.

AWS Glue is a serverless data integration service that makes it easier for analytics users to discover, prepare, move, and integrate data from multiple sources for analytics, machine learning, and app

Users
  • Data Engineer
  • Software Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 48% Enterprise
  • 29% Mid-Market
AWS Glue Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
5
ETL Solutions
3
Simple
3
Cloud Integration
2
Data Integration
2
Cons
Slow Performance
2
Access Control
1
Compatibility Issues
1
Complex Transformations
1
Connection Issues
1
AWS Glue features and usability ratings that predict user satisfaction
8.8
Has the product been a good partner in doing business?
Average: 9.1
8.7
Automation
Average: 8.9
8.9
Scalability
Average: 8.7
8.7
Auditing
Average: 8.1
Seller Details
Year Founded
2006
HQ Location
Seattle, WA
Twitter
@awscloud
2,218,835 Twitter followers
LinkedIn® Page
www.linkedin.com
152,002 employees on LinkedIn®
Ownership
NASDAQ: AMZN
(713)4.4 out of 5
Optimized for quick response
View top Consulting Services for MuleSoft Anypoint Platform
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    MuleSoft enables businesses to transform into customer-first companies by enabling a single customer view across hundreds of systems and touchpoints using one unified platform. With MuleSoft, organiza

    Users
    • Software Engineer
    • Senior Software Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 58% Enterprise
    • 30% Mid-Market
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • MuleSoft Anypoint Platform is a tool for MuleSoft that serves as the Control Plane and Runtime Plane for MuleSoft APIs, allowing deployment and management of CloudHub APIs and addition of policies through the API Manager.
    • Reviewers frequently mention the platform's API-led connectivity approach, reusable components, clear view of all the APIs and data flows, and the ability to read AI-driven recommendations for data transformations, all of which speed up project delivery and reduce development time.
    • Users reported concerns with the licensing and overall cost of ownership, the vCore-based pricing structure making scaling difficult and costly, a steep learning curve for new developers, and some performance issues.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • MuleSoft Anypoint Platform Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    33
    Integration Capabilities
    32
    API Management
    31
    Easy Integrations
    30
    API Development
    26
    Cons
    Expensive
    21
    Pricing Issues
    14
    Learning Curve
    13
    Costly Features
    10
    Learning Difficulty
    10
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • MuleSoft Anypoint Platform features and usability ratings that predict user satisfaction
    8.8
    Has the product been a good partner in doing business?
    Average: 9.1
    8.8
    Automation
    Average: 8.9
    8.9
    Scalability
    Average: 8.7
    8.3
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    1999
    HQ Location
    San Francisco, CA
    Twitter
    @salesforce
    577,838 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    86,064 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

MuleSoft enables businesses to transform into customer-first companies by enabling a single customer view across hundreds of systems and touchpoints using one unified platform. With MuleSoft, organiza

Users
  • Software Engineer
  • Senior Software Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 58% Enterprise
  • 30% Mid-Market
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • MuleSoft Anypoint Platform is a tool for MuleSoft that serves as the Control Plane and Runtime Plane for MuleSoft APIs, allowing deployment and management of CloudHub APIs and addition of policies through the API Manager.
  • Reviewers frequently mention the platform's API-led connectivity approach, reusable components, clear view of all the APIs and data flows, and the ability to read AI-driven recommendations for data transformations, all of which speed up project delivery and reduce development time.
  • Users reported concerns with the licensing and overall cost of ownership, the vCore-based pricing structure making scaling difficult and costly, a steep learning curve for new developers, and some performance issues.
MuleSoft Anypoint Platform Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
33
Integration Capabilities
32
API Management
31
Easy Integrations
30
API Development
26
Cons
Expensive
21
Pricing Issues
14
Learning Curve
13
Costly Features
10
Learning Difficulty
10
MuleSoft Anypoint Platform features and usability ratings that predict user satisfaction
8.8
Has the product been a good partner in doing business?
Average: 9.1
8.8
Automation
Average: 8.9
8.9
Scalability
Average: 8.7
8.3
Auditing
Average: 8.1
Seller Details
Company Website
Year Founded
1999
HQ Location
San Francisco, CA
Twitter
@salesforce
577,838 Twitter followers
LinkedIn® Page
www.linkedin.com
86,064 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    FME, made by Safe Software, is the only All-Data, Any-AI Enterprise Integration Platform connecting all your data, applications, and AI services. All Data Velocities - Whether it’s batch, event, o

    Users
    • GIS Technician
    Industries
    • Government Administration
    • Oil & Energy
    Market Segment
    • 45% Mid-Market
    • 26% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • FME Platform Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    18
    Data Management
    12
    Features
    10
    Customer Support
    9
    Data Integration
    9
    Cons
    Expensive
    7
    Complexity
    5
    Pricing Issues
    5
    Learning Curve
    4
    Difficult Learning
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • FME Platform features and usability ratings that predict user satisfaction
    8.8
    Has the product been a good partner in doing business?
    Average: 9.1
    8.9
    Automation
    Average: 8.9
    8.2
    Scalability
    Average: 8.7
    8.2
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    1993
    HQ Location
    British Columbia, Canada
    Twitter
    @SafeSoftware
    4,993 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    330 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

FME, made by Safe Software, is the only All-Data, Any-AI Enterprise Integration Platform connecting all your data, applications, and AI services. All Data Velocities - Whether it’s batch, event, o

Users
  • GIS Technician
Industries
  • Government Administration
  • Oil & Energy
Market Segment
  • 45% Mid-Market
  • 26% Enterprise
FME Platform Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
18
Data Management
12
Features
10
Customer Support
9
Data Integration
9
Cons
Expensive
7
Complexity
5
Pricing Issues
5
Learning Curve
4
Difficult Learning
3
FME Platform features and usability ratings that predict user satisfaction
8.8
Has the product been a good partner in doing business?
Average: 9.1
8.9
Automation
Average: 8.9
8.2
Scalability
Average: 8.7
8.2
Auditing
Average: 8.1
Seller Details
Company Website
Year Founded
1993
HQ Location
British Columbia, Canada
Twitter
@SafeSoftware
4,993 Twitter followers
LinkedIn® Page
www.linkedin.com
330 employees on LinkedIn®
(63)4.9 out of 5
2nd Easiest To Use in ETL Tools software
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Clarisights is the leading marketing analytics platform for Enterprises. Connect, visualize and explore all your marketing data in one place. Go from a cross-channel overview to in-depth campaign deep

    Users
    No information available
    Industries
    • Consumer Goods
    • Apparel & Fashion
    Market Segment
    • 79% Enterprise
    • 17% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Clarisights Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    31
    Helpful
    20
    Reporting
    20
    Analytics
    18
    Intuitive
    16
    Cons
    Lack of Information
    3
    Learning Curve
    3
    Time Delays
    3
    API Issues
    2
    Integration Issues
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Clarisights features and usability ratings that predict user satisfaction
    9.5
    Has the product been a good partner in doing business?
    Average: 9.1
    9.8
    Automation
    Average: 8.9
    9.7
    Scalability
    Average: 8.7
    9.9
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2018
    HQ Location
    Lewes, US
    Twitter
    @Clarisights
    1,119 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    43 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Clarisights is the leading marketing analytics platform for Enterprises. Connect, visualize and explore all your marketing data in one place. Go from a cross-channel overview to in-depth campaign deep

Users
No information available
Industries
  • Consumer Goods
  • Apparel & Fashion
Market Segment
  • 79% Enterprise
  • 17% Mid-Market
Clarisights Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
31
Helpful
20
Reporting
20
Analytics
18
Intuitive
16
Cons
Lack of Information
3
Learning Curve
3
Time Delays
3
API Issues
2
Integration Issues
2
Clarisights features and usability ratings that predict user satisfaction
9.5
Has the product been a good partner in doing business?
Average: 9.1
9.8
Automation
Average: 8.9
9.7
Scalability
Average: 8.7
9.9
Auditing
Average: 8.1
Seller Details
Company Website
Year Founded
2018
HQ Location
Lewes, US
Twitter
@Clarisights
1,119 Twitter followers
LinkedIn® Page
www.linkedin.com
43 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Gathr.ai powers AI with complete data context for higher quality intelligence. With day-zero, high-fidelity data discourse, users can get data-backed answers to the ‘why’, ‘what-if’, and ‘how do I’ qu

    Users
    • Associate Software Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 79% Mid-Market
    • 21% Enterprise
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • Gathr.ai is a data warehouse intelligence tool that allows users to ask sales-related questions in natural language and receive data-driven answers.
    • Reviewers frequently mention the ease of building pipelines and configuring workflows, the no-code/low-code approach for analytics, and the ability to generate data-driven insights from various platforms.
    • Reviewers noted that while the product is generally solid, it would be beneficial to have more advanced resources or walkthroughs focused on real-time analytics patterns, and more frequent updates to the documentation.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Gathr.ai Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Integrations
    9
    Data Management
    7
    Drag
    6
    Ease of Use
    6
    Easy Integrations
    6
    Cons
    Access Issues
    1
    Connection Issues
    1
    Difficult Setup
    1
    Lack of Real-Time Data
    1
    Performance Optimization
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Gathr.ai features and usability ratings that predict user satisfaction
    10.0
    Has the product been a good partner in doing business?
    Average: 9.1
    9.7
    Automation
    Average: 8.9
    9.6
    Scalability
    Average: 8.7
    9.7
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Gathr.ai
    Year Founded
    2022
    HQ Location
    Los Gatos, CA, US
    LinkedIn® Page
    www.linkedin.com
    86 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Gathr.ai powers AI with complete data context for higher quality intelligence. With day-zero, high-fidelity data discourse, users can get data-backed answers to the ‘why’, ‘what-if’, and ‘how do I’ qu

Users
  • Associate Software Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 79% Mid-Market
  • 21% Enterprise
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • Gathr.ai is a data warehouse intelligence tool that allows users to ask sales-related questions in natural language and receive data-driven answers.
  • Reviewers frequently mention the ease of building pipelines and configuring workflows, the no-code/low-code approach for analytics, and the ability to generate data-driven insights from various platforms.
  • Reviewers noted that while the product is generally solid, it would be beneficial to have more advanced resources or walkthroughs focused on real-time analytics patterns, and more frequent updates to the documentation.
Gathr.ai Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Integrations
9
Data Management
7
Drag
6
Ease of Use
6
Easy Integrations
6
Cons
Access Issues
1
Connection Issues
1
Difficult Setup
1
Lack of Real-Time Data
1
Performance Optimization
1
Gathr.ai features and usability ratings that predict user satisfaction
10.0
Has the product been a good partner in doing business?
Average: 9.1
9.7
Automation
Average: 8.9
9.6
Scalability
Average: 8.7
9.7
Auditing
Average: 8.1
Seller Details
Seller
Gathr.ai
Year Founded
2022
HQ Location
Los Gatos, CA, US
LinkedIn® Page
www.linkedin.com
86 employees on LinkedIn®
(24)4.9 out of 5
4th Easiest To Use in ETL Tools software
Save to My Lists
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Ilum: A Data Platform Built by Data Engineers, for Data Engineers Ilum is a Data Lakehouse platform that unifies data management, distributed processing, analytics, and AI workflows for AI engineer

    Users
    No information available
    Industries
    • Telecommunications
    Market Segment
    • 50% Enterprise
    • 33% Mid-Market
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • Ilum is a data platform that can run on-premise or in the cloud, providing a range of features for data analytics and transformation.
    • Reviewers like the flexibility of Ilum, its seamless integration with other tools, quick implementation, and the responsive customer support team.
    • Users experienced challenges with the initial setup, particularly for those without prior knowledge of Kubernetes, and some found the user interface to be minimalistic and lacking in customization options.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • ILUM Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    17
    Features
    17
    Integrations
    17
    Setup Ease
    16
    Easy Integrations
    15
    Cons
    Complex Setup
    9
    Difficult Setup
    9
    Learning Curve
    9
    UX Improvement
    8
    Complexity
    7
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • ILUM features and usability ratings that predict user satisfaction
    9.7
    Has the product been a good partner in doing business?
    Average: 9.1
    10.0
    Automation
    Average: 8.9
    10.0
    Scalability
    Average: 8.7
    10.0
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Ilum
    Company Website
    Year Founded
    2019
    HQ Location
    Santa Fe, US
    Twitter
    @IlumCloud
    19 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    3 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Ilum: A Data Platform Built by Data Engineers, for Data Engineers Ilum is a Data Lakehouse platform that unifies data management, distributed processing, analytics, and AI workflows for AI engineer

Users
No information available
Industries
  • Telecommunications
Market Segment
  • 50% Enterprise
  • 33% Mid-Market
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • Ilum is a data platform that can run on-premise or in the cloud, providing a range of features for data analytics and transformation.
  • Reviewers like the flexibility of Ilum, its seamless integration with other tools, quick implementation, and the responsive customer support team.
  • Users experienced challenges with the initial setup, particularly for those without prior knowledge of Kubernetes, and some found the user interface to be minimalistic and lacking in customization options.
ILUM Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
17
Features
17
Integrations
17
Setup Ease
16
Easy Integrations
15
Cons
Complex Setup
9
Difficult Setup
9
Learning Curve
9
UX Improvement
8
Complexity
7
ILUM features and usability ratings that predict user satisfaction
9.7
Has the product been a good partner in doing business?
Average: 9.1
10.0
Automation
Average: 8.9
10.0
Scalability
Average: 8.7
10.0
Auditing
Average: 8.1
Seller Details
Seller
Ilum
Company Website
Year Founded
2019
HQ Location
Santa Fe, US
Twitter
@IlumCloud
19 Twitter followers
LinkedIn® Page
www.linkedin.com
3 employees on LinkedIn®
(260)4.4 out of 5
Optimized for quick response
Save to My Lists
Entry Level Price:Contact Us
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Centralized Data Management for the Modern Marketer Adverity is the marketing intelligence platform that empowers agencies and enterprises to transform complex data into confident, AI-powered decis

    Users
    • Data Analyst
    • Data Engineer
    Industries
    • Marketing and Advertising
    • Information Technology and Services
    Market Segment
    • 43% Mid-Market
    • 41% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Adverity Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    24
    Data Management
    16
    Integrations
    15
    Customer Support
    14
    Easy Integrations
    14
    Cons
    Learning Curve
    9
    Data Management
    8
    Lack of Information
    8
    Time-Consuming
    8
    Difficult Learning
    7
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Adverity features and usability ratings that predict user satisfaction
    8.9
    Has the product been a good partner in doing business?
    Average: 9.1
    9.0
    Automation
    Average: 8.9
    8.4
    Scalability
    Average: 8.7
    7.9
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2015
    HQ Location
    Vienna, Austria
    Twitter
    @myadverity
    1,770 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    292 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Centralized Data Management for the Modern Marketer Adverity is the marketing intelligence platform that empowers agencies and enterprises to transform complex data into confident, AI-powered decis

Users
  • Data Analyst
  • Data Engineer
Industries
  • Marketing and Advertising
  • Information Technology and Services
Market Segment
  • 43% Mid-Market
  • 41% Small-Business
Adverity Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
24
Data Management
16
Integrations
15
Customer Support
14
Easy Integrations
14
Cons
Learning Curve
9
Data Management
8
Lack of Information
8
Time-Consuming
8
Difficult Learning
7
Adverity features and usability ratings that predict user satisfaction
8.9
Has the product been a good partner in doing business?
Average: 9.1
9.0
Automation
Average: 8.9
8.4
Scalability
Average: 8.7
7.9
Auditing
Average: 8.1
Seller Details
Company Website
Year Founded
2015
HQ Location
Vienna, Austria
Twitter
@myadverity
1,770 Twitter followers
LinkedIn® Page
www.linkedin.com
292 employees on LinkedIn®
Entry Level Price:Starting at $79.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Weld delivers an ultra-fast, secure, and reliable way to move data from all your tools, applications, and databases into cloud data warehouses, such as Snowflake, BigQuery, and Databricks. Deploy d

    Users
    • CEO
    Industries
    • Computer Software
    • Retail
    Market Segment
    • 59% Small-Business
    • 40% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Weld Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    17
    Customer Support
    14
    Features
    12
    Automation
    11
    Implementation Ease
    10
    Cons
    Limited Connectors
    9
    Feature Limitations
    6
    Missing Features
    6
    Limited Integrations
    5
    Connectivity Issues
    4
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Weld features and usability ratings that predict user satisfaction
    9.7
    Has the product been a good partner in doing business?
    Average: 9.1
    8.9
    Automation
    Average: 8.9
    9.2
    Scalability
    Average: 8.7
    7.9
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Weld
    Year Founded
    2021
    HQ Location
    Copenhagen, DK
    Twitter
    @WeldHQ
    100 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    92 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Weld delivers an ultra-fast, secure, and reliable way to move data from all your tools, applications, and databases into cloud data warehouses, such as Snowflake, BigQuery, and Databricks. Deploy d

Users
  • CEO
Industries
  • Computer Software
  • Retail
Market Segment
  • 59% Small-Business
  • 40% Mid-Market
Weld Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
17
Customer Support
14
Features
12
Automation
11
Implementation Ease
10
Cons
Limited Connectors
9
Feature Limitations
6
Missing Features
6
Limited Integrations
5
Connectivity Issues
4
Weld features and usability ratings that predict user satisfaction
9.7
Has the product been a good partner in doing business?
Average: 9.1
8.9
Automation
Average: 8.9
9.2
Scalability
Average: 8.7
7.9
Auditing
Average: 8.1
Seller Details
Seller
Weld
Year Founded
2021
HQ Location
Copenhagen, DK
Twitter
@WeldHQ
100 Twitter followers
LinkedIn® Page
www.linkedin.com
92 employees on LinkedIn®
(51)4.9 out of 5
8th Easiest To Use in ETL Tools software
Save to My Lists
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Parabola is a workflow builder that makes it easy to organize and transform messy data from anywhere—even PDFs, emails, and spreadsheets—so you can automate the work you thought would always be manual

    Users
    No information available
    Industries
    • Consumer Goods
    • Computer Software
    Market Segment
    • 47% Small-Business
    • 45% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Parabola Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Automation
    18
    Ease of Use
    15
    Intuitive
    9
    Time-saving
    9
    Time-Saving
    9
    Cons
    Limitations
    5
    Learning Curve
    3
    Time-Consumption
    3
    Data Inaccuracy
    2
    Limited Export Options
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Parabola features and usability ratings that predict user satisfaction
    9.8
    Has the product been a good partner in doing business?
    Average: 9.1
    9.6
    Automation
    Average: 8.9
    9.3
    Scalability
    Average: 8.7
    8.0
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Parabola
    Year Founded
    2017
    HQ Location
    San Francisco, CA
    Twitter
    @parabolahq
    LinkedIn® Page
    www.linkedin.com
    81 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Parabola is a workflow builder that makes it easy to organize and transform messy data from anywhere—even PDFs, emails, and spreadsheets—so you can automate the work you thought would always be manual

Users
No information available
Industries
  • Consumer Goods
  • Computer Software
Market Segment
  • 47% Small-Business
  • 45% Mid-Market
Parabola Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Automation
18
Ease of Use
15
Intuitive
9
Time-saving
9
Time-Saving
9
Cons
Limitations
5
Learning Curve
3
Time-Consumption
3
Data Inaccuracy
2
Limited Export Options
2
Parabola features and usability ratings that predict user satisfaction
9.8
Has the product been a good partner in doing business?
Average: 9.1
9.6
Automation
Average: 8.9
9.3
Scalability
Average: 8.7
8.0
Auditing
Average: 8.1
Seller Details
Seller
Parabola
Year Founded
2017
HQ Location
San Francisco, CA
Twitter
@parabolahq
LinkedIn® Page
www.linkedin.com
81 employees on LinkedIn®
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Keboola is the unified AI & Data orchestration platform that empowers organizations to turn data into business value faster and more securely than ever. It acts as your agentic AI co-pilot for dat

    Users
    • Data Analyst
    • Data Engineer
    Industries
    • Information Technology and Services
    • Marketing and Advertising
    Market Segment
    • 64% Mid-Market
    • 21% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Keboola Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    35
    Features
    27
    Data Management
    26
    Integrations
    26
    Customer Support
    25
    Cons
    Learning Curve
    14
    Complexity
    13
    Steep Learning Curve
    11
    Data Management
    9
    UX Improvement
    9
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Keboola features and usability ratings that predict user satisfaction
    9.0
    Has the product been a good partner in doing business?
    Average: 9.1
    9.1
    Automation
    Average: 8.9
    8.5
    Scalability
    Average: 8.7
    7.2
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Keboola
    Company Website
    Year Founded
    2008
    HQ Location
    Prague
    Twitter
    @keboola
    2,022 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    104 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Keboola is the unified AI & Data orchestration platform that empowers organizations to turn data into business value faster and more securely than ever. It acts as your agentic AI co-pilot for dat

Users
  • Data Analyst
  • Data Engineer
Industries
  • Information Technology and Services
  • Marketing and Advertising
Market Segment
  • 64% Mid-Market
  • 21% Small-Business
Keboola Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
35
Features
27
Data Management
26
Integrations
26
Customer Support
25
Cons
Learning Curve
14
Complexity
13
Steep Learning Curve
11
Data Management
9
UX Improvement
9
Keboola features and usability ratings that predict user satisfaction
9.0
Has the product been a good partner in doing business?
Average: 9.1
9.1
Automation
Average: 8.9
8.5
Scalability
Average: 8.7
7.2
Auditing
Average: 8.1
Seller Details
Seller
Keboola
Company Website
Year Founded
2008
HQ Location
Prague
Twitter
@keboola
2,022 Twitter followers
LinkedIn® Page
www.linkedin.com
104 employees on LinkedIn®
Entry Level Price:€350.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Peliqan.io is an all-in-one AI-first data integration and automation platform designed for business teams, scale-ups and consultants. Unlike traditional data tools that demand heavy engineering effort

    Users
    No information available
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 48% Mid-Market
    • 44% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Peliqan Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    38
    Integrations
    36
    Connectors
    31
    Easy Integrations
    31
    Data Management
    29
    Cons
    Learning Difficulty
    17
    Required Technical Skills
    11
    Feature Limitations
    10
    Learning Curve
    9
    Steep Learning Curve
    9
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Peliqan features and usability ratings that predict user satisfaction
    9.0
    Has the product been a good partner in doing business?
    Average: 9.1
    9.2
    Automation
    Average: 8.9
    9.2
    Scalability
    Average: 8.7
    8.0
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Peliqan
    Company Website
    Year Founded
    2022
    HQ Location
    Gent
    Twitter
    @Peliqan_io
    8 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    23 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Peliqan.io is an all-in-one AI-first data integration and automation platform designed for business teams, scale-ups and consultants. Unlike traditional data tools that demand heavy engineering effort

Users
No information available
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 48% Mid-Market
  • 44% Small-Business
Peliqan Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
38
Integrations
36
Connectors
31
Easy Integrations
31
Data Management
29
Cons
Learning Difficulty
17
Required Technical Skills
11
Feature Limitations
10
Learning Curve
9
Steep Learning Curve
9
Peliqan features and usability ratings that predict user satisfaction
9.0
Has the product been a good partner in doing business?
Average: 9.1
9.2
Automation
Average: 8.9
9.2
Scalability
Average: 8.7
8.0
Auditing
Average: 8.1
Seller Details
Seller
Peliqan
Company Website
Year Founded
2022
HQ Location
Gent
Twitter
@Peliqan_io
8 Twitter followers
LinkedIn® Page
www.linkedin.com
23 employees on LinkedIn®