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Best Enterprise ETL Tools

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi

Products classified in the overall ETL Tools category are similar in many regards and help companies of all sizes solve their business problems. However, enterprise business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Enterprise Business ETL Tools to fit their needs. Compare product ratings based on reviews from enterprise users or connect with one of G2's buying advisors to find the right solutions within the Enterprise Business ETL Tools category.

In addition to qualifying for inclusion in the ETL Tools category, to qualify for inclusion in the Enterprise Business ETL Tools category, a product must have at least 10 reviews left by a reviewer from an enterprise business.

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.

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39 Listings in Enterprise ETL Tools Available

(1,090)4.5 out of 5
8th Easiest To Use in ETL Tools software
View top Consulting Services for Google Cloud BigQuery
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Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    BigQuery is a fully managed, AI-ready data analytics platform that helps you maximize value from your data and is designed to be multi-engine, multi-format, and multi-cloud. Store 10 GiB of data and

    Users
    • Data Engineer
    • Data Analyst
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 38% Enterprise
    • 33% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Google Cloud BigQuery 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
    344
    Speed
    191
    Fast Querying
    171
    Querying
    162
    Performance
    160
    Cons
    Expensive
    153
    Query Issues
    139
    Learning Curve
    109
    Cost Issues
    86
    Cost Management
    84
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Google Cloud BigQuery features and usability ratings that predict user satisfaction
    8.7
    Has the product been a good partner in doing business?
    Average: 9.0
    8.9
    Automation
    Average: 8.9
    9.3
    Scalability
    Average: 8.7
    8.2
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Google
    Company Website
    Year Founded
    1998
    HQ Location
    Mountain View, CA
    Twitter
    @google
    32,520,271 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    301,875 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

BigQuery is a fully managed, AI-ready data analytics platform that helps you maximize value from your data and is designed to be multi-engine, multi-format, and multi-cloud. Store 10 GiB of data and

Users
  • Data Engineer
  • Data Analyst
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 38% Enterprise
  • 33% Mid-Market
Google Cloud BigQuery 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
344
Speed
191
Fast Querying
171
Querying
162
Performance
160
Cons
Expensive
153
Query Issues
139
Learning Curve
109
Cost Issues
86
Cost Management
84
Google Cloud BigQuery features and usability ratings that predict user satisfaction
8.7
Has the product been a good partner in doing business?
Average: 9.0
8.9
Automation
Average: 8.9
9.3
Scalability
Average: 8.7
8.2
Auditing
Average: 8.1
Seller Details
Seller
Google
Company Website
Year Founded
1998
HQ Location
Mountain View, CA
Twitter
@google
32,520,271 Twitter followers
LinkedIn® Page
www.linkedin.com
301,875 employees on LinkedIn®
(403)4.6 out of 5
Optimized for quick response
6th Easiest To Use in ETL Tools software
View top Consulting Services for Databricks Data Intelligence Platform
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Databricks is the Data and AI company. More than 10,000 organizations worldwide — including Block, Comcast, Conde Nast, Rivian, and Shell, and over 60% of the Fortune 500 — rely on the Databricks Data

    Users
    • Data Engineer
    • Data Scientist
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 47% Enterprise
    • 34% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Databricks Data Intelligence 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
    182
    Features
    165
    Integrations
    104
    Data Management
    91
    Easy Integrations
    88
    Cons
    Learning Curve
    55
    Missing Features
    52
    Steep Learning Curve
    52
    Expensive
    49
    Performance Issues
    36
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Databricks Data Intelligence Platform features and usability ratings that predict user satisfaction
    8.5
    Has the product been a good partner in doing business?
    Average: 9.0
    8.9
    Automation
    Average: 8.9
    9.1
    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
    @databricks
    75,952 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    9,769 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Databricks is the Data and AI company. More than 10,000 organizations worldwide — including Block, Comcast, Conde Nast, Rivian, and Shell, and over 60% of the Fortune 500 — rely on the Databricks Data

Users
  • Data Engineer
  • Data Scientist
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 47% Enterprise
  • 34% Mid-Market
Databricks Data Intelligence 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
182
Features
165
Integrations
104
Data Management
91
Easy Integrations
88
Cons
Learning Curve
55
Missing Features
52
Steep Learning Curve
52
Expensive
49
Performance Issues
36
Databricks Data Intelligence Platform features and usability ratings that predict user satisfaction
8.5
Has the product been a good partner in doing business?
Average: 9.0
8.9
Automation
Average: 8.9
9.1
Scalability
Average: 8.7
8.3
Auditing
Average: 8.1
Seller Details
Company Website
Year Founded
1999
HQ Location
San Francisco, CA
Twitter
@databricks
75,952 Twitter followers
LinkedIn® Page
www.linkedin.com
9,769 employees on LinkedIn®

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(81)4.6 out of 5
View top Consulting Services for Azure Data Factory
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Azure Data Factory (ADF) is a service designed to allow developers to integrate disparate data sources. It provides access to on-premises data in SQL Server and cloud data in Azure Storage (Blob and T

    Users
    • Data Engineer
    • Software Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 60% Enterprise
    • 31% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Azure Data Factory 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
    15
    Data Integration
    9
    Integrations
    8
    User Interface
    8
    Drag
    7
    Cons
    Feature Limitations
    6
    Connectivity Issues
    3
    Debugging Difficulty
    3
    Limited Connectors
    3
    Complexity
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Azure Data Factory features and usability ratings that predict user satisfaction
    9.3
    Has the product been a good partner in doing business?
    Average: 9.0
    9.2
    Automation
    Average: 8.9
    9.3
    Scalability
    Average: 8.7
    8.4
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Microsoft
    Year Founded
    1975
    HQ Location
    Redmond, Washington
    Twitter
    @microsoft
    14,031,499 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    238,990 employees on LinkedIn®
    Ownership
    MSFT
Product Description
How are these determined?Information
This description is provided by the seller.

Azure Data Factory (ADF) is a service designed to allow developers to integrate disparate data sources. It provides access to on-premises data in SQL Server and cloud data in Azure Storage (Blob and T

Users
  • Data Engineer
  • Software Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 60% Enterprise
  • 31% Mid-Market
Azure Data Factory 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
15
Data Integration
9
Integrations
8
User Interface
8
Drag
7
Cons
Feature Limitations
6
Connectivity Issues
3
Debugging Difficulty
3
Limited Connectors
3
Complexity
2
Azure Data Factory features and usability ratings that predict user satisfaction
9.3
Has the product been a good partner in doing business?
Average: 9.0
9.2
Automation
Average: 8.9
9.3
Scalability
Average: 8.7
8.4
Auditing
Average: 8.1
Seller Details
Seller
Microsoft
Year Founded
1975
HQ Location
Redmond, Washington
Twitter
@microsoft
14,031,499 Twitter followers
LinkedIn® Page
www.linkedin.com
238,990 employees on LinkedIn®
Ownership
MSFT
  • 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
    • DevOps Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 48% Enterprise
    • 28% 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
    21
    Data Integration
    13
    ETL Process
    11
    ETL Efficiency
    10
    ETL Solutions
    10
    Cons
    Feature Limitations
    8
    Expensive
    7
    Limited Functionality
    7
    Complexity
    6
    Data Limitations
    5
  • 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: 9.0
    8.7
    Automation
    Average: 8.9
    8.8
    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
    2,230,610 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    136,383 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
  • DevOps Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 48% Enterprise
  • 28% 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
21
Data Integration
13
ETL Process
11
ETL Efficiency
10
ETL Solutions
10
Cons
Feature Limitations
8
Expensive
7
Limited Functionality
7
Complexity
6
Data Limitations
5
AWS Glue features and usability ratings that predict user satisfaction
8.8
Has the product been a good partner in doing business?
Average: 9.0
8.7
Automation
Average: 8.9
8.8
Scalability
Average: 8.7
8.7
Auditing
Average: 8.1
Seller Details
Year Founded
2006
HQ Location
Seattle, WA
Twitter
@awscloud
2,230,610 Twitter followers
LinkedIn® Page
www.linkedin.com
136,383 employees on LinkedIn®
Ownership
NASDAQ: AMZN
(506)4.7 out of 5
Optimized for quick response
7th Easiest To Use in ETL Tools software
View top Consulting Services for Workato
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Workato is the leading Integration and Automation Platform. Recognized as a leader, Workato enables both business and IT teams to integrate their apps and automate business workflows without compromis

    Users
    • Software Engineer
    • Integration Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 43% Mid-Market
    • 37% 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.
    • Workato is a platform designed to design and implement complex workflows, offering a library of pre-built connectors for integration with various applications and services.
    • Users like Workato's user-friendly interface, extensive library of pre-built connectors, and the ability to automate complex workflows without needing developer support.
    • Users mentioned that the platform can feel overwhelming for beginners due to its extensive capabilities, and they find the pricing structure complex and desire more transparent and straightforward pricing plans.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Workato 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
    177
    Integrations
    107
    Customer Support
    91
    Easy Integrations
    86
    Automation
    78
    Cons
    Expensive
    37
    Data Limitations
    34
    Missing Features
    31
    Learning Curve
    27
    Limitations
    26
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Workato features and usability ratings that predict user satisfaction
    9.4
    Has the product been a good partner in doing business?
    Average: 9.0
    9.1
    Automation
    Average: 8.9
    8.9
    Scalability
    Average: 8.7
    8.2
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Workato
    Company Website
    Year Founded
    2013
    HQ Location
    Mountain View, California
    Twitter
    @Workato
    3,361 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,045 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Workato is the leading Integration and Automation Platform. Recognized as a leader, Workato enables both business and IT teams to integrate their apps and automate business workflows without compromis

Users
  • Software Engineer
  • Integration Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 43% Mid-Market
  • 37% 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.
  • Workato is a platform designed to design and implement complex workflows, offering a library of pre-built connectors for integration with various applications and services.
  • Users like Workato's user-friendly interface, extensive library of pre-built connectors, and the ability to automate complex workflows without needing developer support.
  • Users mentioned that the platform can feel overwhelming for beginners due to its extensive capabilities, and they find the pricing structure complex and desire more transparent and straightforward pricing plans.
Workato 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
177
Integrations
107
Customer Support
91
Easy Integrations
86
Automation
78
Cons
Expensive
37
Data Limitations
34
Missing Features
31
Learning Curve
27
Limitations
26
Workato features and usability ratings that predict user satisfaction
9.4
Has the product been a good partner in doing business?
Average: 9.0
9.1
Automation
Average: 8.9
8.9
Scalability
Average: 8.7
8.2
Auditing
Average: 8.1
Seller Details
Seller
Workato
Company Website
Year Founded
2013
HQ Location
Mountain View, California
Twitter
@Workato
3,361 Twitter followers
LinkedIn® Page
www.linkedin.com
1,045 employees on LinkedIn®
(62)4.9 out of 5
1st 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
    • Apparel & Fashion
    • Consumer Goods
    Market Segment
    • 81% Enterprise
    • 16% 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
    51
    Reporting
    35
    Helpful
    34
    Customer Support
    30
    Analytics
    28
    Cons
    Time Delays
    6
    Lack of Information
    5
    Learning Curve
    5
    Error Handling
    3
    Limitations
    3
  • 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: 9.0
    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
    1,126 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    53 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
  • Apparel & Fashion
  • Consumer Goods
Market Segment
  • 81% Enterprise
  • 16% 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
51
Reporting
35
Helpful
34
Customer Support
30
Analytics
28
Cons
Time Delays
6
Lack of Information
5
Learning Curve
5
Error Handling
3
Limitations
3
Clarisights features and usability ratings that predict user satisfaction
9.5
Has the product been a good partner in doing business?
Average: 9.0
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
1,126 Twitter followers
LinkedIn® Page
www.linkedin.com
53 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    SnapLogic is the leader in generative integration. As a pioneer in AI-led integration, the SnapLogic Platform accelerates digital transformation across the enterprise and empowers everyone to integrat

    Users
    • Data Engineer
    • Consultant
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 48% Enterprise
    • 34% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • SnapLogic Intelligent Integration Platform (IIP) 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
    101
    Integrations
    62
    Easy Integrations
    61
    Data Integration
    42
    Connectors
    41
    Cons
    Performance Issues
    25
    Learning Curve
    21
    Poor UI
    20
    Poor User Interface
    20
    Steep Learning Curve
    20
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • SnapLogic Intelligent Integration Platform (IIP) features and usability ratings that predict user satisfaction
    8.7
    Has the product been a good partner in doing business?
    Average: 9.0
    8.6
    Automation
    Average: 8.9
    8.4
    Scalability
    Average: 8.7
    8.0
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    SnapLogic
    Company Website
    Year Founded
    2006
    HQ Location
    San Mateo, CA
    Twitter
    @SnapLogic
    7,542 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    364 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

SnapLogic is the leader in generative integration. As a pioneer in AI-led integration, the SnapLogic Platform accelerates digital transformation across the enterprise and empowers everyone to integrat

Users
  • Data Engineer
  • Consultant
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 48% Enterprise
  • 34% Mid-Market
SnapLogic Intelligent Integration Platform (IIP) 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
101
Integrations
62
Easy Integrations
61
Data Integration
42
Connectors
41
Cons
Performance Issues
25
Learning Curve
21
Poor UI
20
Poor User Interface
20
Steep Learning Curve
20
SnapLogic Intelligent Integration Platform (IIP) features and usability ratings that predict user satisfaction
8.7
Has the product been a good partner in doing business?
Average: 9.0
8.6
Automation
Average: 8.9
8.4
Scalability
Average: 8.7
8.0
Auditing
Average: 8.1
Seller Details
Seller
SnapLogic
Company Website
Year Founded
2006
HQ Location
San Mateo, CA
Twitter
@SnapLogic
7,542 Twitter followers
LinkedIn® Page
www.linkedin.com
364 employees on LinkedIn®
(694)4.5 out of 5
Optimized for quick response
View top Consulting Services for MuleSoft Anypoint Platform
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  • 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 Consultant
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 58% Enterprise
    • 29% 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 designed for integrating applications, data, and devices across on-premises and cloud environments.
    • Users frequently mention the platform's user-friendly interface, robust API management capabilities, and the efficiency it provides in building and managing integrations at scale.
    • Reviewers mentioned the relatively high cost of the platform, especially for smaller organizations or projects with limited budgets, and a steep initial learning curve.
  • 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
    86
    Integrations
    80
    Integration Capabilities
    79
    API Management
    77
    Easy Integrations
    73
    Cons
    Expensive
    44
    Pricing Issues
    31
    Learning Difficulty
    23
    Learning Curve
    22
    Steep Learning Curve
    21
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • MuleSoft Anypoint Platform features and usability ratings that predict user satisfaction
    8.7
    Has the product been a good partner in doing business?
    Average: 9.0
    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
    584,242 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    78,543 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 Consultant
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 58% Enterprise
  • 29% 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 designed for integrating applications, data, and devices across on-premises and cloud environments.
  • Users frequently mention the platform's user-friendly interface, robust API management capabilities, and the efficiency it provides in building and managing integrations at scale.
  • Reviewers mentioned the relatively high cost of the platform, especially for smaller organizations or projects with limited budgets, and a steep initial learning curve.
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
86
Integrations
80
Integration Capabilities
79
API Management
77
Easy Integrations
73
Cons
Expensive
44
Pricing Issues
31
Learning Difficulty
23
Learning Curve
22
Steep Learning Curve
21
MuleSoft Anypoint Platform features and usability ratings that predict user satisfaction
8.7
Has the product been a good partner in doing business?
Average: 9.0
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
584,242 Twitter followers
LinkedIn® Page
www.linkedin.com
78,543 employees on LinkedIn®
(409)4.2 out of 5
Optimized for quick response
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Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Shaped by the real-world needs of data analysts, Fivetran technology is the smartest, fastest way to replicate your applications, databases, events and files into a high-performance cloud warehouse. F

    Users
    • Data Engineer
    • Data Analyst
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 56% Mid-Market
    • 32% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Fivetran 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
    Connectors Quantity
    21
    Connectors Variety
    20
    Easy Integrations
    20
    Easy Setup
    20
    Cons
    Expensive
    19
    Limited Connectors
    14
    Data Limitations
    12
    Faulty Connectors
    11
    Pricing Issues
    10
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Fivetran features and usability ratings that predict user satisfaction
    8.2
    Has the product been a good partner in doing business?
    Average: 9.0
    8.9
    Automation
    Average: 8.9
    8.6
    Scalability
    Average: 8.7
    7.0
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Fivetran
    Company Website
    Year Founded
    2012
    HQ Location
    Oakland, CA
    Twitter
    @fivetran
    5,463 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,339 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Shaped by the real-world needs of data analysts, Fivetran technology is the smartest, fastest way to replicate your applications, databases, events and files into a high-performance cloud warehouse. F

Users
  • Data Engineer
  • Data Analyst
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 56% Mid-Market
  • 32% Small-Business
Fivetran 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
Connectors Quantity
21
Connectors Variety
20
Easy Integrations
20
Easy Setup
20
Cons
Expensive
19
Limited Connectors
14
Data Limitations
12
Faulty Connectors
11
Pricing Issues
10
Fivetran features and usability ratings that predict user satisfaction
8.2
Has the product been a good partner in doing business?
Average: 9.0
8.9
Automation
Average: 8.9
8.6
Scalability
Average: 8.7
7.0
Auditing
Average: 8.1
Seller Details
Seller
Fivetran
Company Website
Year Founded
2012
HQ Location
Oakland, CA
Twitter
@fivetran
5,463 Twitter followers
LinkedIn® Page
www.linkedin.com
1,339 employees on LinkedIn®
By IBM
(99)4.0 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.

    IBM StreamSets is a robust streaming data integration tool for hybrid, multi-cloud environments that enables real-time decision making. It allows ingestion and in-flight transformation of structured,

    Users
    • Data Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 47% Enterprise
    • 32% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • IBM StreamSets 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
    Data Management
    29
    Data Pipelining
    23
    Integrations
    19
    Easy Integrations
    16
    Cons
    Limitations
    10
    Learning Curve
    9
    Feature Limitations
    8
    Connector Issues
    7
    Data Management
    7
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • IBM StreamSets features and usability ratings that predict user satisfaction
    8.1
    Has the product been a good partner in doing business?
    Average: 9.0
    7.4
    Automation
    Average: 8.9
    7.4
    Scalability
    Average: 8.7
    7.0
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    IBM
    Company Website
    Year Founded
    1911
    HQ Location
    Armonk, NY
    Twitter
    @IBM
    711,154 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    317,108 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

IBM StreamSets is a robust streaming data integration tool for hybrid, multi-cloud environments that enables real-time decision making. It allows ingestion and in-flight transformation of structured,

Users
  • Data Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 47% Enterprise
  • 32% Mid-Market
IBM StreamSets 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
Data Management
29
Data Pipelining
23
Integrations
19
Easy Integrations
16
Cons
Limitations
10
Learning Curve
9
Feature Limitations
8
Connector Issues
7
Data Management
7
IBM StreamSets features and usability ratings that predict user satisfaction
8.1
Has the product been a good partner in doing business?
Average: 9.0
7.4
Automation
Average: 8.9
7.4
Scalability
Average: 8.7
7.0
Auditing
Average: 8.1
Seller Details
Seller
IBM
Company Website
Year Founded
1911
HQ Location
Armonk, NY
Twitter
@IBM
711,154 Twitter followers
LinkedIn® Page
www.linkedin.com
317,108 employees on LinkedIn®
(120)4.7 out of 5
3rd Easiest To Use in ETL Tools software
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Entry Level Price:$0.75
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Rivery's SaaS platform provides a unified solution for ELT pipelines, workflow orchestration, and data operations. Achieve more with less and create the most efficient, scalable data stack for your or

    Users
    • Data Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 42% Mid-Market
    • 36% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Rivery 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
    52
    User Interface
    25
    Intuitive
    22
    Integrations
    20
    Data Integration
    16
    Cons
    Lacking Features
    6
    Learning Curve
    5
    Learning Difficulty
    5
    Limitations
    5
    Data Management
    4
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Rivery features and usability ratings that predict user satisfaction
    9.6
    Has the product been a good partner in doing business?
    Average: 9.0
    9.5
    Automation
    Average: 8.9
    9.3
    Scalability
    Average: 8.7
    8.8
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2017
    HQ Location
    New York, New York
    Twitter
    @RiveryData
    1,532 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    94 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Rivery's SaaS platform provides a unified solution for ELT pipelines, workflow orchestration, and data operations. Achieve more with less and create the most efficient, scalable data stack for your or

Users
  • Data Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 42% Mid-Market
  • 36% Small-Business
Rivery 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
52
User Interface
25
Intuitive
22
Integrations
20
Data Integration
16
Cons
Lacking Features
6
Learning Curve
5
Learning Difficulty
5
Limitations
5
Data Management
4
Rivery features and usability ratings that predict user satisfaction
9.6
Has the product been a good partner in doing business?
Average: 9.0
9.5
Automation
Average: 8.9
9.3
Scalability
Average: 8.7
8.8
Auditing
Average: 8.1
Seller Details
Year Founded
2017
HQ Location
New York, New York
Twitter
@RiveryData
1,532 Twitter followers
LinkedIn® Page
www.linkedin.com
94 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Cloud Data Integration (CDI) is a comprehensive, AI-powered ETL and ELT solution designed to easily move, transform, and synchronize data between various sources and target systems across any cloud, a

    Users
    • Data Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 59% Enterprise
    • 29% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Informatica Cloud Data Integration 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
    4
    Connectors Quantity
    2
    Customer Support
    2
    Efficiency Improvement
    2
    Scalability
    2
    Cons
    Error Reporting
    2
    Error Clarity
    1
    Error Messages
    1
    Expensive
    1
    Lack of Functionality
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Informatica Cloud Data Integration features and usability ratings that predict user satisfaction
    8.6
    Has the product been a good partner in doing business?
    Average: 9.0
    9.1
    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
    1993
    HQ Location
    Redwood City, CA
    Twitter
    @Informatica
    102,081 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    5,576 employees on LinkedIn®
    Ownership
    NYSE: INFA
Product Description
How are these determined?Information
This description is provided by the seller.

Cloud Data Integration (CDI) is a comprehensive, AI-powered ETL and ELT solution designed to easily move, transform, and synchronize data between various sources and target systems across any cloud, a

Users
  • Data Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 59% Enterprise
  • 29% Mid-Market
Informatica Cloud Data Integration 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
4
Connectors Quantity
2
Customer Support
2
Efficiency Improvement
2
Scalability
2
Cons
Error Reporting
2
Error Clarity
1
Error Messages
1
Expensive
1
Lack of Functionality
1
Informatica Cloud Data Integration features and usability ratings that predict user satisfaction
8.6
Has the product been a good partner in doing business?
Average: 9.0
9.1
Automation
Average: 8.9
8.9
Scalability
Average: 8.7
8.7
Auditing
Average: 8.1
Seller Details
Year Founded
1993
HQ Location
Redwood City, CA
Twitter
@Informatica
102,081 Twitter followers
LinkedIn® Page
www.linkedin.com
5,576 employees on LinkedIn®
Ownership
NYSE: INFA
(400)4.5 out of 5
Optimized for quick response
14th Easiest To Use in ETL Tools software
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Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Singular is the only end-to-end marketing attribution and analytics platform that uncovers true ROI across all marketing channels. We transform complex marketing data into actionable insights by unify

    Users
    • User Acquisition Manager
    • Data Analyst
    Industries
    • Computer Games
    • Entertainment
    Market Segment
    • 53% Mid-Market
    • 26% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Singular 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
    100
    Ease of Use
    64
    Helpful
    48
    Integrations
    40
    Features
    39
    Cons
    Limited Features
    20
    Lack of Information
    18
    Data Management
    17
    Poor Customer Support
    17
    Data Management Issues
    16
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Singular features and usability ratings that predict user satisfaction
    9.2
    Has the product been a good partner in doing business?
    Average: 9.0
    8.9
    Automation
    Average: 8.9
    8.9
    Scalability
    Average: 8.7
    8.4
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Singular
    Company Website
    Year Founded
    2014
    HQ Location
    Tel Aviv
    Twitter
    @TweetSingular
    1,256 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    309 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Singular is the only end-to-end marketing attribution and analytics platform that uncovers true ROI across all marketing channels. We transform complex marketing data into actionable insights by unify

Users
  • User Acquisition Manager
  • Data Analyst
Industries
  • Computer Games
  • Entertainment
Market Segment
  • 53% Mid-Market
  • 26% Small-Business
Singular 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
100
Ease of Use
64
Helpful
48
Integrations
40
Features
39
Cons
Limited Features
20
Lack of Information
18
Data Management
17
Poor Customer Support
17
Data Management Issues
16
Singular features and usability ratings that predict user satisfaction
9.2
Has the product been a good partner in doing business?
Average: 9.0
8.9
Automation
Average: 8.9
8.9
Scalability
Average: 8.7
8.4
Auditing
Average: 8.1
Seller Details
Seller
Singular
Company Website
Year Founded
2014
HQ Location
Tel Aviv
Twitter
@TweetSingular
1,256 Twitter followers
LinkedIn® Page
www.linkedin.com
309 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Informatica PowerCenter® helps you unleash the value of your data. It offers a unique end-to-end data integration platform, with a broad set of capabilities to integrate raw, fragmented data from disp

    Users
    • Data Engineer
    • Software Engineer
    Industries
    • Information Technology and Services
    • Insurance
    Market Segment
    • 82% Enterprise
    • 15% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Informatica PowerCenter 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
    Connectivity
    2
    Connectors Quantity
    2
    Data Integration
    2
    Data Management
    2
    Data Transformation
    2
    Cons
    Expensive
    3
    Steep Learning Curve
    3
    Difficult Learning
    2
    Learning Difficulty
    2
    Poor Comprehension
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Informatica PowerCenter features and usability ratings that predict user satisfaction
    8.1
    Has the product been a good partner in doing business?
    Average: 9.0
    8.5
    Automation
    Average: 8.9
    8.7
    Scalability
    Average: 8.7
    8.6
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    1993
    HQ Location
    Redwood City, CA
    Twitter
    @Informatica
    102,081 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    5,576 employees on LinkedIn®
    Ownership
    NYSE: INFA
Product Description
How are these determined?Information
This description is provided by the seller.

Informatica PowerCenter® helps you unleash the value of your data. It offers a unique end-to-end data integration platform, with a broad set of capabilities to integrate raw, fragmented data from disp

Users
  • Data Engineer
  • Software Engineer
Industries
  • Information Technology and Services
  • Insurance
Market Segment
  • 82% Enterprise
  • 15% Mid-Market
Informatica PowerCenter 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
Connectivity
2
Connectors Quantity
2
Data Integration
2
Data Management
2
Data Transformation
2
Cons
Expensive
3
Steep Learning Curve
3
Difficult Learning
2
Learning Difficulty
2
Poor Comprehension
2
Informatica PowerCenter features and usability ratings that predict user satisfaction
8.1
Has the product been a good partner in doing business?
Average: 9.0
8.5
Automation
Average: 8.9
8.7
Scalability
Average: 8.7
8.6
Auditing
Average: 8.1
Seller Details
Year Founded
1993
HQ Location
Redwood City, CA
Twitter
@Informatica
102,081 Twitter followers
LinkedIn® Page
www.linkedin.com
5,576 employees on LinkedIn®
Ownership
NYSE: INFA
(159)4.8 out of 5
View top Consulting Services for dbt
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    dbt is a transformation workflow that lets data teams quickly and collaboratively deploy analytics code following software engineering best practices like modularity, portability, CI/CD, and documenta

    Users
    • Analytics Engineer
    • Data Engineer
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 59% Mid-Market
    • 25% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • dbt 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
    30
    Features
    23
    Transformation
    16
    Integrations
    13
    Analytics
    12
    Cons
    Feature Limitations
    13
    Missing Features
    12
    Limited Functionality
    10
    Learning Curve
    7
    Learning Difficulty
    7
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • dbt features and usability ratings that predict user satisfaction
    8.8
    Has the product been a good partner in doing business?
    Average: 9.0
    9.3
    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
    dbt Labs
    Company Website
    Year Founded
    2016
    HQ Location
    Philadelphia, US
    Twitter
    @getdbt
    13,121 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    535 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

dbt is a transformation workflow that lets data teams quickly and collaboratively deploy analytics code following software engineering best practices like modularity, portability, CI/CD, and documenta

Users
  • Analytics Engineer
  • Data Engineer
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 59% Mid-Market
  • 25% Small-Business
dbt 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
30
Features
23
Transformation
16
Integrations
13
Analytics
12
Cons
Feature Limitations
13
Missing Features
12
Limited Functionality
10
Learning Curve
7
Learning Difficulty
7
dbt features and usability ratings that predict user satisfaction
8.8
Has the product been a good partner in doing business?
Average: 9.0
9.3
Automation
Average: 8.9
9.2
Scalability
Average: 8.7
8.0
Auditing
Average: 8.1
Seller Details
Seller
dbt Labs
Company Website
Year Founded
2016
HQ Location
Philadelphia, US
Twitter
@getdbt
13,121 Twitter followers
LinkedIn® Page
www.linkedin.com
535 employees on LinkedIn®