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Best ETL Tools for Medium-Sized Businesses

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, medium-sized business features, pricing, setup, and installation differ from businesses of other sizes, which is why we match buyers to the right Medium-Sized 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 Medium-Sized Business ETL Tools category.

In addition to qualifying for inclusion in the ETL Tools category, to qualify for inclusion in the Medium-Sized Business ETL Tools category, a product must have at least 10 reviews left by a reviewer from a medium-sized business.

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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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68 Listings in ETL Tools Available
(1,203)4.5 out of 5
10th 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
    • 37% Enterprise
    • 36% 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
    162
    Speed
    142
    Fast Querying
    121
    Integrations
    119
    Scalability
    116
    Cons
    Expensive
    129
    Query Issues
    74
    Cost Issues
    62
    Cost Management
    60
    Learning Curve
    55
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Google Cloud BigQuery features and usability ratings that predict user satisfaction
    8.6
    Has the product been a good partner in doing business?
    Average: 9.1
    8.9
    Automation
    Average: 8.9
    9.3
    Scalability
    Average: 8.7
    8.3
    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
    31,586,146 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    325,935 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
  • 37% Enterprise
  • 36% 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
162
Speed
142
Fast Querying
121
Integrations
119
Scalability
116
Cons
Expensive
129
Query Issues
74
Cost Issues
62
Cost Management
60
Learning Curve
55
Google Cloud BigQuery features and usability ratings that predict user satisfaction
8.6
Has the product been a good partner in doing business?
Average: 9.1
8.9
Automation
Average: 8.9
9.3
Scalability
Average: 8.7
8.3
Auditing
Average: 8.1
Seller Details
Seller
Google
Company Website
Year Founded
1998
HQ Location
Mountain View, CA
Twitter
@google
31,586,146 Twitter followers
LinkedIn® Page
www.linkedin.com
325,935 employees on LinkedIn®
(657)4.6 out of 5
Optimized for quick response
5th Easiest To Use in ETL Tools software
View top Consulting Services for Databricks Data Intelligence Platform
Save to My Lists
  • 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 20,000 organizations worldwide — including adidas, AT&T, Bayer, Block, Mastercard, Rivian, Unilever, and over 60% of the Fortune 500 — rely on Data

    Users
    • Data Engineer
    • Data Analyst
    Industries
    • Information Technology and Services
    • Financial Services
    Market Segment
    • 46% Enterprise
    • 37% 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.
    • Databricks Data Intelligence Platform is a unified environment for data engineering, analytics, and machine learning, designed to handle large data sets and manage security across multiple cloud environments.
    • Reviewers frequently mention the platform's ability to consolidate data engineering, analytics, and machine learning in one place, its support for multiple programming languages, and its seamless integration with major cloud providers.
    • Reviewers experienced challenges with the platform's steep learning curve, especially for those unfamiliar with Spark or distributed computing, and its cost structure which can become expensive for continuous workloads.
  • 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
    Features
    277
    Ease of Use
    267
    Integrations
    184
    Collaboration
    148
    Easy Integrations
    144
    Cons
    Learning Curve
    106
    Expensive
    94
    Steep Learning Curve
    91
    Missing Features
    63
    Complexity
    61
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Databricks Data Intelligence Platform 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
    9.1
    Scalability
    Average: 8.7
    8.5
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2013
    HQ Location
    San Francisco, CA
    Twitter
    @databricks
    85,346 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    13,825 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 20,000 organizations worldwide — including adidas, AT&T, Bayer, Block, Mastercard, Rivian, Unilever, and over 60% of the Fortune 500 — rely on Data

Users
  • Data Engineer
  • Data Analyst
Industries
  • Information Technology and Services
  • Financial Services
Market Segment
  • 46% Enterprise
  • 37% 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.
  • Databricks Data Intelligence Platform is a unified environment for data engineering, analytics, and machine learning, designed to handle large data sets and manage security across multiple cloud environments.
  • Reviewers frequently mention the platform's ability to consolidate data engineering, analytics, and machine learning in one place, its support for multiple programming languages, and its seamless integration with major cloud providers.
  • Reviewers experienced challenges with the platform's steep learning curve, especially for those unfamiliar with Spark or distributed computing, and its cost structure which can become expensive for continuous workloads.
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
Features
277
Ease of Use
267
Integrations
184
Collaboration
148
Easy Integrations
144
Cons
Learning Curve
106
Expensive
94
Steep Learning Curve
91
Missing Features
63
Complexity
61
Databricks Data Intelligence Platform 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
9.1
Scalability
Average: 8.7
8.5
Auditing
Average: 8.1
Seller Details
Company Website
Year Founded
2013
HQ Location
San Francisco, CA
Twitter
@databricks
85,346 Twitter followers
LinkedIn® Page
www.linkedin.com
13,825 employees on LinkedIn®

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(966)4.3 out of 5
Optimized for quick response
View top Consulting Services for Domo
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Domo's AI and Data Products Platform empowers organizations to turn data into actionable insights and solutions. It allows users to seamlessly connect diverse data sources, prepare data for use, and g

    Users
    • Data Analyst
    • Business Analyst
    Industries
    • Computer Software
    • Marketing and Advertising
    Market Segment
    • 49% Mid-Market
    • 29% 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.
    • Domo is a business intelligence tool that centralizes data, provides real-time insights, and simplifies data transformations and visualizations.
    • Users frequently mention the ease of use, the ability to connect multiple data sources, the intuitive interface, and the automation of data transformations as key benefits.
    • Reviewers noted that the software has a steep learning curve, the Analyzer tool is limited, and the new consumption model is confusing.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Domo 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
    209
    Data Visualization
    100
    Easy Integrations
    82
    Integrations
    79
    Intuitive
    79
    Cons
    Learning Curve
    60
    Missing Features
    48
    Data Management Issues
    43
    Expensive
    36
    Limited Customization
    34
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Domo features and usability ratings that predict user satisfaction
    8.8
    Has the product been a good partner in doing business?
    Average: 9.1
    8.5
    Automation
    Average: 8.9
    7.9
    Scalability
    Average: 8.7
    7.2
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Domo
    Company Website
    Year Founded
    2010
    HQ Location
    American Fork, UT
    Twitter
    @Domotalk
    63,965 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,331 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Domo's AI and Data Products Platform empowers organizations to turn data into actionable insights and solutions. It allows users to seamlessly connect diverse data sources, prepare data for use, and g

Users
  • Data Analyst
  • Business Analyst
Industries
  • Computer Software
  • Marketing and Advertising
Market Segment
  • 49% Mid-Market
  • 29% 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.
  • Domo is a business intelligence tool that centralizes data, provides real-time insights, and simplifies data transformations and visualizations.
  • Users frequently mention the ease of use, the ability to connect multiple data sources, the intuitive interface, and the automation of data transformations as key benefits.
  • Reviewers noted that the software has a steep learning curve, the Analyzer tool is limited, and the new consumption model is confusing.
Domo 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
209
Data Visualization
100
Easy Integrations
82
Integrations
79
Intuitive
79
Cons
Learning Curve
60
Missing Features
48
Data Management Issues
43
Expensive
36
Limited Customization
34
Domo features and usability ratings that predict user satisfaction
8.8
Has the product been a good partner in doing business?
Average: 9.1
8.5
Automation
Average: 8.9
7.9
Scalability
Average: 8.7
7.2
Auditing
Average: 8.1
Seller Details
Seller
Domo
Company Website
Year Founded
2010
HQ Location
American Fork, UT
Twitter
@Domotalk
63,965 Twitter followers
LinkedIn® Page
www.linkedin.com
1,331 employees on LinkedIn®
(390)4.4 out of 5
Optimized for quick response
9th 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.

    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
    • 47% Enterprise
    • 36% 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
    79
    Easy Integrations
    63
    Integrations
    49
    User Interface
    48
    Automation
    41
    Cons
    Performance Issues
    26
    Poor Performance
    23
    Technical Difficulties
    20
    Error Reporting
    18
    Complexity
    17
  • 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: 9.1
    8.6
    Automation
    Average: 8.9
    8.4
    Scalability
    Average: 8.7
    8.1
    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
    7,377 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    349 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
  • 47% Enterprise
  • 36% 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
79
Easy Integrations
63
Integrations
49
User Interface
48
Automation
41
Cons
Performance Issues
26
Poor Performance
23
Technical Difficulties
20
Error Reporting
18
Complexity
17
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: 9.1
8.6
Automation
Average: 8.9
8.4
Scalability
Average: 8.7
8.1
Auditing
Average: 8.1
Seller Details
Seller
SnapLogic
Company Website
Year Founded
2006
HQ Location
San Mateo, CA
Twitter
@SnapLogic
7,377 Twitter followers
LinkedIn® Page
www.linkedin.com
349 employees on LinkedIn®
(729)4.7 out of 5
Optimized for quick response
6th 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 enterprise orchestration platform trusted by 12,000+ global customers to move faster, innovate confidently, and lead with AI. The only vendor rated #1 in both analyst and customer revie

    Users
    • Software Engineer
    • Integration Engineer
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 43% Mid-Market
    • 34% 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 that allows users to build and deploy integrations quickly, with features such as encryption, SFTP functionality, batch updates, and app workflows.
    • Users frequently mention the ease of use, the wide range of prebuilt connectors, and the ability to automate tasks and improve processes, resulting in significant time savings.
    • Reviewers noted issues with limited visibility into logs when errors occur, the lack of a dedicated test environment, and a steep learning curve for new users.
  • 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
    336
    Integrations
    226
    Easy Integrations
    214
    Automation
    183
    Features
    176
    Cons
    Complexity
    72
    Data Limitations
    67
    Learning Curve
    67
    Missing Features
    67
    Expensive
    65
  • 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: 9.1
    9.1
    Automation
    Average: 8.9
    9.0
    Scalability
    Average: 8.7
    8.3
    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
    3,550 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,291 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Workato is the enterprise orchestration platform trusted by 12,000+ global customers to move faster, innovate confidently, and lead with AI. The only vendor rated #1 in both analyst and customer revie

Users
  • Software Engineer
  • Integration Engineer
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 43% Mid-Market
  • 34% 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 that allows users to build and deploy integrations quickly, with features such as encryption, SFTP functionality, batch updates, and app workflows.
  • Users frequently mention the ease of use, the wide range of prebuilt connectors, and the ability to automate tasks and improve processes, resulting in significant time savings.
  • Reviewers noted issues with limited visibility into logs when errors occur, the lack of a dedicated test environment, and a steep learning curve for new users.
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
336
Integrations
226
Easy Integrations
214
Automation
183
Features
176
Cons
Complexity
72
Data Limitations
67
Learning Curve
67
Missing Features
67
Expensive
65
Workato features and usability ratings that predict user satisfaction
9.4
Has the product been a good partner in doing business?
Average: 9.1
9.1
Automation
Average: 8.9
9.0
Scalability
Average: 8.7
8.3
Auditing
Average: 8.1
Seller Details
Seller
Workato
Company Website
Year Founded
2013
HQ Location
Mountain View, California
Twitter
@Workato
3,550 Twitter followers
LinkedIn® Page
www.linkedin.com
1,291 employees on LinkedIn®
(81)4.9 out of 5
1st 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.

    5X is an end-to-end data and AI platform. The platform organizes your data regardless of source or format. Whether you have a dedicated data team or not, our platform
transforms fragmented data into a

    Users
    No information available
    Industries
    • Computer Software
    • Financial Services
    Market Segment
    • 56% Mid-Market
    • 40% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • 5X 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
    Customer Support
    25
    Features
    18
    User Interface
    15
    Integrations
    14
    Cons
    Steep Learning Curve
    5
    Complex Setup
    4
    Feature Limitations
    4
    Learning Curve
    4
    Difficult Setup
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • 5X features and usability ratings that predict user satisfaction
    9.8
    Has the product been a good partner in doing business?
    Average: 9.1
    9.5
    Automation
    Average: 8.9
    9.5
    Scalability
    Average: 8.7
    9.4
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    5X
    Company Website
    Year Founded
    2020
    HQ Location
    San Francisco
    Twitter
    @DataWith5x
    48 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    131 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

5X is an end-to-end data and AI platform. The platform organizes your data regardless of source or format. Whether you have a dedicated data team or not, our platform
transforms fragmented data into a

Users
No information available
Industries
  • Computer Software
  • Financial Services
Market Segment
  • 56% Mid-Market
  • 40% Small-Business
5X 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
Customer Support
25
Features
18
User Interface
15
Integrations
14
Cons
Steep Learning Curve
5
Complex Setup
4
Feature Limitations
4
Learning Curve
4
Difficult Setup
3
5X features and usability ratings that predict user satisfaction
9.8
Has the product been a good partner in doing business?
Average: 9.1
9.5
Automation
Average: 8.9
9.5
Scalability
Average: 8.7
9.4
Auditing
Average: 8.1
Seller Details
Seller
5X
Company Website
Year Founded
2020
HQ Location
San Francisco
Twitter
@DataWith5x
48 Twitter followers
LinkedIn® Page
www.linkedin.com
131 employees on LinkedIn®
(447)4.2 out of 5
Optimized for quick response
View top Consulting Services for Fivetran
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.

    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
    • 57% Mid-Market
    • 31% 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
    38
    Connectors Quantity
    24
    Easy Setup
    24
    Easy Integrations
    23
    Connectors Variety
    22
    Cons
    Expensive
    25
    Pricing Issues
    15
    Data Limitations
    9
    Limited Connectors
    8
    Faulty Connectors
    7
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Fivetran features and usability ratings that predict user satisfaction
    8.3
    Has the product been a good partner in doing business?
    Average: 9.1
    8.9
    Automation
    Average: 8.9
    8.5
    Scalability
    Average: 8.7
    7.1
    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
    5,691 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,682 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
  • 57% Mid-Market
  • 31% 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
38
Connectors Quantity
24
Easy Setup
24
Easy Integrations
23
Connectors Variety
22
Cons
Expensive
25
Pricing Issues
15
Data Limitations
9
Limited Connectors
8
Faulty Connectors
7
Fivetran features and usability ratings that predict user satisfaction
8.3
Has the product been a good partner in doing business?
Average: 9.1
8.9
Automation
Average: 8.9
8.5
Scalability
Average: 8.7
7.1
Auditing
Average: 8.1
Seller Details
Seller
Fivetran
Company Website
Year Founded
2012
HQ Location
Oakland, CA
Twitter
@fivetran
5,691 Twitter followers
LinkedIn® Page
www.linkedin.com
1,682 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®
(466)4.5 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.

    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
    • Marketing Manager
    Industries
    • Computer Games
    • Marketing and Advertising
    Market Segment
    • 52% Mid-Market
    • 27% 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
    101
    Ease of Use
    67
    Helpful
    48
    Features
    46
    Analytics
    39
    Cons
    Poor UI
    24
    Poor Interface Design
    22
    Limited Features
    19
    Lack of Information
    18
    Data Limitations
    17
  • 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: 9.1
    8.9
    Automation
    Average: 8.9
    8.9
    Scalability
    Average: 8.7
    8.3
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Singular
    Company Website
    Year Founded
    2014
    HQ Location
    Palo Alto, California
    Twitter
    @TweetSingular
    1,272 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    359 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
  • Marketing Manager
Industries
  • Computer Games
  • Marketing and Advertising
Market Segment
  • 52% Mid-Market
  • 27% 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
101
Ease of Use
67
Helpful
48
Features
46
Analytics
39
Cons
Poor UI
24
Poor Interface Design
22
Limited Features
19
Lack of Information
18
Data Limitations
17
Singular features and usability ratings that predict user satisfaction
9.2
Has the product been a good partner in doing business?
Average: 9.1
8.9
Automation
Average: 8.9
8.9
Scalability
Average: 8.7
8.3
Auditing
Average: 8.1
Seller Details
Seller
Singular
Company Website
Year Founded
2014
HQ Location
Palo Alto, California
Twitter
@TweetSingular
1,272 Twitter followers
LinkedIn® Page
www.linkedin.com
359 employees on LinkedIn®
(195)4.7 out of 5
11th Easiest To Use in ETL Tools software
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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
    • Data Engineer
    • Analytics Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 57% Mid-Market
    • 27% 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
    36
    Features
    21
    Automation
    18
    Transformation
    15
    Data Quality
    14
    Cons
    Limited Functionality
    12
    Dependency Issues
    9
    Error Handling
    9
    Steep Learning Curve
    9
    Error Reporting
    8
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • dbt features and usability ratings that predict user satisfaction
    8.7
    Has the product been a good partner in doing business?
    Average: 9.1
    9.5
    Automation
    Average: 8.9
    9.2
    Scalability
    Average: 8.7
    8.2
    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
    5,691 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,682 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
  • Data Engineer
  • Analytics Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 57% Mid-Market
  • 27% 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
36
Features
21
Automation
18
Transformation
15
Data Quality
14
Cons
Limited Functionality
12
Dependency Issues
9
Error Handling
9
Steep Learning Curve
9
Error Reporting
8
dbt features and usability ratings that predict user satisfaction
8.7
Has the product been a good partner in doing business?
Average: 9.1
9.5
Automation
Average: 8.9
9.2
Scalability
Average: 8.7
8.2
Auditing
Average: 8.1
Seller Details
Seller
Fivetran
Company Website
Year Founded
2012
HQ Location
Oakland, CA
Twitter
@fivetran
5,691 Twitter followers
LinkedIn® Page
www.linkedin.com
1,682 employees on LinkedIn®
(713)4.4 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 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®
(29)4.9 out of 5
3rd Easiest To Use in ETL Tools software
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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®
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
    • Software Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 42% Enterprise
    • 34% 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
    28
    User Interface
    15
    Data Management
    14
    Data Pipelining
    13
    Integrations
    13
    Cons
    Learning Curve
    12
    Expensive
    8
    Steep Learning Curve
    8
    Learning Difficulty
    7
    Poor Documentation
    7
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • IBM StreamSets features and usability ratings that predict user satisfaction
    8.2
    Has the product been a good partner in doing business?
    Average: 9.1
    7.8
    Automation
    Average: 8.9
    7.6
    Scalability
    Average: 8.7
    7.2
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    IBM
    Year Founded
    1911
    HQ Location
    Armonk, NY
    Twitter
    @IBM
    708,887 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    339,241 employees on LinkedIn®
    Ownership
    SWX:IBM
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
  • Software Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 42% Enterprise
  • 34% 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
28
User Interface
15
Data Management
14
Data Pipelining
13
Integrations
13
Cons
Learning Curve
12
Expensive
8
Steep Learning Curve
8
Learning Difficulty
7
Poor Documentation
7
IBM StreamSets features and usability ratings that predict user satisfaction
8.2
Has the product been a good partner in doing business?
Average: 9.1
7.8
Automation
Average: 8.9
7.6
Scalability
Average: 8.7
7.2
Auditing
Average: 8.1
Seller Details
Seller
IBM
Year Founded
1911
HQ Location
Armonk, NY
Twitter
@IBM
708,887 Twitter followers
LinkedIn® Page
www.linkedin.com
339,241 employees on LinkedIn®
Ownership
SWX:IBM
(669)4.6 out of 5
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Entry Level Price:$3,000.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Alteryx, through it's Alteryx One platform, helps enterprises transform complex, disconnected data into a clean, AI-ready state. Whether you’re creating financial forecasts, analyzing supplier perf

    Users
    • Data Analyst
    • Consultant
    Industries
    • Financial Services
    • Accounting
    Market Segment
    • 62% Enterprise
    • 22% 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.
    • Alteryx is a data science and analytics platform that allows users to prepare, clean, manipulate, and analyze data with a low-code approach.
    • Users like the platform's ease of use, drag-and-drop interface, and ability to handle large files efficiently, as well as its automation capabilities and wide range of integrations.
    • Users mentioned high licensing costs, limited data visualization capabilities, and performance issues with large datasets as drawbacks, and some found the learning curve for advanced features steep.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Alteryx 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
    328
    Automation
    144
    Intuitive
    130
    Easy Learning
    102
    Problem Solving
    101
    Cons
    Expensive
    87
    Learning Curve
    80
    Missing Features
    62
    Learning Difficulty
    54
    Slow Performance
    40
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Alteryx features and usability ratings that predict user satisfaction
    8.9
    Has the product been a good partner in doing business?
    Average: 9.1
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Alteryx
    Company Website
    Year Founded
    1997
    HQ Location
    Irvine, CA
    Twitter
    @alteryx
    26,332 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    2,265 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Alteryx, through it's Alteryx One platform, helps enterprises transform complex, disconnected data into a clean, AI-ready state. Whether you’re creating financial forecasts, analyzing supplier perf

Users
  • Data Analyst
  • Consultant
Industries
  • Financial Services
  • Accounting
Market Segment
  • 62% Enterprise
  • 22% 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.
  • Alteryx is a data science and analytics platform that allows users to prepare, clean, manipulate, and analyze data with a low-code approach.
  • Users like the platform's ease of use, drag-and-drop interface, and ability to handle large files efficiently, as well as its automation capabilities and wide range of integrations.
  • Users mentioned high licensing costs, limited data visualization capabilities, and performance issues with large datasets as drawbacks, and some found the learning curve for advanced features steep.
Alteryx 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
328
Automation
144
Intuitive
130
Easy Learning
102
Problem Solving
101
Cons
Expensive
87
Learning Curve
80
Missing Features
62
Learning Difficulty
54
Slow Performance
40
Alteryx features and usability ratings that predict user satisfaction
8.9
Has the product been a good partner in doing business?
Average: 9.1
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Seller
Alteryx
Company Website
Year Founded
1997
HQ Location
Irvine, CA
Twitter
@alteryx
26,332 Twitter followers
LinkedIn® Page
www.linkedin.com
2,265 employees on LinkedIn®
(90)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 fully managed, serverless data integration service designed to simplify the process of ingesting, preparing, and transforming data from diverse sources. It enables organi

    Users
    • Data Engineer
    • Software Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 62% Enterprise
    • 28% 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
    6
    Connectors
    5
    Data Integration
    4
    Simple
    4
    Automation
    3
    Cons
    Feature Limitations
    3
    Complex Processes
    2
    Complex Usability
    2
    Connectivity Issues
    2
    Data Limitations
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Azure Data Factory features and usability ratings that predict user satisfaction
    9.1
    Has the product been a good partner in doing business?
    Average: 9.1
    9.2
    Automation
    Average: 8.9
    9.1
    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
    13,084,579 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    226,132 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 fully managed, serverless data integration service designed to simplify the process of ingesting, preparing, and transforming data from diverse sources. It enables organi

Users
  • Data Engineer
  • Software Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 62% Enterprise
  • 28% 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
6
Connectors
5
Data Integration
4
Simple
4
Automation
3
Cons
Feature Limitations
3
Complex Processes
2
Complex Usability
2
Connectivity Issues
2
Data Limitations
2
Azure Data Factory features and usability ratings that predict user satisfaction
9.1
Has the product been a good partner in doing business?
Average: 9.1
9.2
Automation
Average: 8.9
9.1
Scalability
Average: 8.7
8.4
Auditing
Average: 8.1
Seller Details
Seller
Microsoft
Year Founded
1975
HQ Location
Redmond, Washington
Twitter
@microsoft
13,084,579 Twitter followers
LinkedIn® Page
www.linkedin.com
226,132 employees on LinkedIn®
Ownership
MSFT