Best ETL Tools - Page 3

SJ
Researched and written by Shalaka Joshi

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

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

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

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

Best ETL Tools At A Glance

Highest Performer:
Best Contender:
Most Niche:
Most Trending:
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Best Contender:
Most Niche:
Most Trending:

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

No filters applied
229 Listings in ETL Tools Available
(41)4.8 out of 5
10th Easiest To Use in ETL Tools software
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.

    Polytomic is the first no-code Anywhere ETL app. One app to move data in all directions between your data warehouses, databases, SaaS applications like Salesforce, spreadsheets, and APIs.

    Users
    No information available
    Industries
    • Computer Software
    • Financial Services
    Market Segment
    • 54% Mid-Market
    • 46% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Polytomic 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
    6
    Ease of Use
    5
    Reliability
    5
    Easy Integrations
    4
    Data Synchronization
    3
    Cons
    Limited Connectors
    2
    Expensive
    1
    Integration Issues
    1
    Limited Features
    1
    Limited Integrations
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Polytomic features and usability ratings that predict user satisfaction
    9.9
    Has the product been a good partner in doing business?
    Average: 9.0
    9.6
    Automation
    Average: 8.9
    9.4
    Scalability
    Average: 8.6
    8.9
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Polytomic
    Company Website
    Year Founded
    2019
    HQ Location
    San Francisco, California
    Twitter
    @polytomic
    86 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    8 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Polytomic is the first no-code Anywhere ETL app. One app to move data in all directions between your data warehouses, databases, SaaS applications like Salesforce, spreadsheets, and APIs.

Users
No information available
Industries
  • Computer Software
  • Financial Services
Market Segment
  • 54% Mid-Market
  • 46% Small-Business
Polytomic 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
6
Ease of Use
5
Reliability
5
Easy Integrations
4
Data Synchronization
3
Cons
Limited Connectors
2
Expensive
1
Integration Issues
1
Limited Features
1
Limited Integrations
1
Polytomic features and usability ratings that predict user satisfaction
9.9
Has the product been a good partner in doing business?
Average: 9.0
9.6
Automation
Average: 8.9
9.4
Scalability
Average: 8.6
8.9
Auditing
Average: 8.1
Seller Details
Seller
Polytomic
Company Website
Year Founded
2019
HQ Location
San Francisco, California
Twitter
@polytomic
86 Twitter followers
LinkedIn® Page
www.linkedin.com
8 employees on LinkedIn®
(13)4.8 out of 5
4th Easiest To Use in ETL Tools software
Save to My Lists
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Estuary Flow is the only platform purpose-build for real-time ETL and ELT data pipelines. Batch-load for analytics, and stream for ops and AI - all in minutes, with millisecond latency, as part of the

    Users
    No information available
    Industries
    • Computer Software
    Market Segment
    • 54% Small-Business
    • 46% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Estuary Flow 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
    Features
    6
    Cost-Effective
    5
    Customer Support
    5
    Data Management
    4
    Cons
    Poor User Interface
    3
    Steep Learning Curve
    3
    Complexity
    2
    Complex Usability
    2
    Transformation Issues
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Estuary Flow features and usability ratings that predict user satisfaction
    10.0
    Has the product been a good partner in doing business?
    Average: 9.0
    9.6
    Automation
    Average: 8.9
    9.4
    Scalability
    Average: 8.6
    8.3
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Estuary
    Year Founded
    2019
    HQ Location
    NY, NY
    Twitter
    @EstuaryDev
    234 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    27 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Estuary Flow is the only platform purpose-build for real-time ETL and ELT data pipelines. Batch-load for analytics, and stream for ops and AI - all in minutes, with millisecond latency, as part of the

Users
No information available
Industries
  • Computer Software
Market Segment
  • 54% Small-Business
  • 46% Mid-Market
Estuary Flow 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
Features
6
Cost-Effective
5
Customer Support
5
Data Management
4
Cons
Poor User Interface
3
Steep Learning Curve
3
Complexity
2
Complex Usability
2
Transformation Issues
2
Estuary Flow features and usability ratings that predict user satisfaction
10.0
Has the product been a good partner in doing business?
Average: 9.0
9.6
Automation
Average: 8.9
9.4
Scalability
Average: 8.6
8.3
Auditing
Average: 8.1
Seller Details
Seller
Estuary
Year Founded
2019
HQ Location
NY, NY
Twitter
@EstuaryDev
234 Twitter followers
LinkedIn® Page
www.linkedin.com
27 employees on LinkedIn®

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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Integrate.io is a low-code data pipeline platform specializing in Operational ETL so companies can automate business processes and manual data preparation. Its four core use cases focus on: 1) F

    Users
    • Data Engineer
    • Data Analyst
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 50% Mid-Market
    • 32% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Integrate.io 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
    Customer Support
    13
    Features
    7
    Implementation Ease
    7
    Automation
    6
    Cons
    Poor Documentation
    5
    Insufficient Information
    4
    Error Handling
    3
    Error Reporting
    3
    Feature Limitations
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Integrate.io features and usability ratings that predict user satisfaction
    9.2
    Has the product been a good partner in doing business?
    Average: 9.0
    9.1
    Automation
    Average: 8.9
    8.2
    Scalability
    Average: 8.6
    7.8
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2012
    HQ Location
    San Francisco, CA
    Twitter
    @Integrateio
    4,397 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    29 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Integrate.io is a low-code data pipeline platform specializing in Operational ETL so companies can automate business processes and manual data preparation. Its four core use cases focus on: 1) F

Users
  • Data Engineer
  • Data Analyst
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 50% Mid-Market
  • 32% Small-Business
Integrate.io 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
Customer Support
13
Features
7
Implementation Ease
7
Automation
6
Cons
Poor Documentation
5
Insufficient Information
4
Error Handling
3
Error Reporting
3
Feature Limitations
3
Integrate.io features and usability ratings that predict user satisfaction
9.2
Has the product been a good partner in doing business?
Average: 9.0
9.1
Automation
Average: 8.9
8.2
Scalability
Average: 8.6
7.8
Auditing
Average: 8.1
Seller Details
Year Founded
2012
HQ Location
San Francisco, CA
Twitter
@Integrateio
4,397 Twitter followers
LinkedIn® Page
www.linkedin.com
29 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Airbyte is the open platform that unifies all your data pipelines. With 350+ out-of-the-box connectors to choose from, and hundreds more available custom through a no-code connector builder, Airbyte h

    Users
    No information available
    Industries
    • Computer Software
    • Financial Services
    Market Segment
    • 45% Small-Business
    • 45% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Airbyte 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
    12
    Connectors Quantity
    7
    ETL Efficiency
    4
    Data Integration
    3
    Integrations
    2
    Cons
    Data Management
    2
    Error Reporting
    2
    Poor Documentation
    2
    Limited Integrations
    1
    Technical Expertise
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Airbyte features and usability ratings that predict user satisfaction
    8.8
    Has the product been a good partner in doing business?
    Average: 9.0
    8.9
    Automation
    Average: 8.9
    8.5
    Scalability
    Average: 8.6
    7.8
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Airbyte
    Year Founded
    2020
    HQ Location
    San Francisco, US
    Twitter
    @airbytehq
    14,294 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    135 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Airbyte is the open platform that unifies all your data pipelines. With 350+ out-of-the-box connectors to choose from, and hundreds more available custom through a no-code connector builder, Airbyte h

Users
No information available
Industries
  • Computer Software
  • Financial Services
Market Segment
  • 45% Small-Business
  • 45% Mid-Market
Airbyte 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
12
Connectors Quantity
7
ETL Efficiency
4
Data Integration
3
Integrations
2
Cons
Data Management
2
Error Reporting
2
Poor Documentation
2
Limited Integrations
1
Technical Expertise
1
Airbyte features and usability ratings that predict user satisfaction
8.8
Has the product been a good partner in doing business?
Average: 9.0
8.9
Automation
Average: 8.9
8.5
Scalability
Average: 8.6
7.8
Auditing
Average: 8.1
Seller Details
Seller
Airbyte
Year Founded
2020
HQ Location
San Francisco, US
Twitter
@airbytehq
14,294 Twitter followers
LinkedIn® Page
www.linkedin.com
135 employees on LinkedIn®
(337)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.

    Census is the first Universal Data Platform that brings data transformation, activation, and governance into one collaborative workspace. Leading enterprises including HubSpot, Activision, Canva, Oran

    Users
    • Data Analyst
    • Analytics Engineer
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 62% Mid-Market
    • 24% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Census 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
    23
    Integrations
    11
    Easy Integration
    9
    Easy Integrations
    9
    Easy Setup
    9
    Cons
    Feature Limitations
    6
    Missing Features
    5
    Expensive
    4
    Limitations
    4
    Confusing Changes
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Census features and usability ratings that predict user satisfaction
    9.4
    Has the product been a good partner in doing business?
    Average: 9.0
    9.2
    Automation
    Average: 8.9
    8.7
    Scalability
    Average: 8.6
    7.8
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Census
    Company Website
    Year Founded
    2018
    HQ Location
    San Francisco, US
    Twitter
    @census
    1,980 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    176 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Census is the first Universal Data Platform that brings data transformation, activation, and governance into one collaborative workspace. Leading enterprises including HubSpot, Activision, Canva, Oran

Users
  • Data Analyst
  • Analytics Engineer
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 62% Mid-Market
  • 24% Small-Business
Census 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
23
Integrations
11
Easy Integration
9
Easy Integrations
9
Easy Setup
9
Cons
Feature Limitations
6
Missing Features
5
Expensive
4
Limitations
4
Confusing Changes
3
Census features and usability ratings that predict user satisfaction
9.4
Has the product been a good partner in doing business?
Average: 9.0
9.2
Automation
Average: 8.9
8.7
Scalability
Average: 8.6
7.8
Auditing
Average: 8.1
Seller Details
Seller
Census
Company Website
Year Founded
2018
HQ Location
San Francisco, US
Twitter
@census
1,980 Twitter followers
LinkedIn® Page
www.linkedin.com
176 employees on LinkedIn®
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Coupler.io is a data automation and analytics platform that turns complex data into simple reports. It allows you to collect data from various cloud sources, transform it into insights, and load them

    Users
    No information available
    Industries
    • Marketing and Advertising
    • Accounting
    Market Segment
    • 62% Small-Business
    • 34% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Coupler.io 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
    Integrations
    20
    Customer Support
    15
    Easy Setup
    14
    Easy Integrations
    13
    Cons
    Difficult Setup
    5
    Data Management
    4
    Limited Connectors
    4
    Complex Setup
    3
    Expensive
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Coupler.io features and usability ratings that predict user satisfaction
    9.8
    Has the product been a good partner in doing business?
    Average: 9.0
    9.5
    Automation
    Average: 8.9
    8.6
    Scalability
    Average: 8.6
    8.3
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Railsware
    Year Founded
    2007
    HQ Location
    Kraków
    Twitter
    @railsware
    2,157 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    195 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Coupler.io is a data automation and analytics platform that turns complex data into simple reports. It allows you to collect data from various cloud sources, transform it into insights, and load them

Users
No information available
Industries
  • Marketing and Advertising
  • Accounting
Market Segment
  • 62% Small-Business
  • 34% Mid-Market
Coupler.io 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
Integrations
20
Customer Support
15
Easy Setup
14
Easy Integrations
13
Cons
Difficult Setup
5
Data Management
4
Limited Connectors
4
Complex Setup
3
Expensive
3
Coupler.io features and usability ratings that predict user satisfaction
9.8
Has the product been a good partner in doing business?
Average: 9.0
9.5
Automation
Average: 8.9
8.6
Scalability
Average: 8.6
8.3
Auditing
Average: 8.1
Seller Details
Seller
Railsware
Year Founded
2007
HQ Location
Kraków
Twitter
@railsware
2,157 Twitter followers
LinkedIn® Page
www.linkedin.com
195 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    CloverDX is a comprehensive data integration and transformation solution designed to assist organizations in automating and managing their data pipelines effectively. This platform caters to both IT t

    Users
    No information available
    Industries
    • Financial Services
    • Information Technology and Services
    Market Segment
    • 42% Mid-Market
    • 38% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • CloverDX 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
    16
    Features
    9
    Simple
    9
    User Interface
    9
    Easy Integrations
    6
    Cons
    Steep Learning Curve
    5
    Limited Integrations
    4
    Connection Issues
    3
    Error Reporting
    3
    Integration Issues
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • CloverDX features and usability ratings that predict user satisfaction
    9.0
    Has the product been a good partner in doing business?
    Average: 9.0
    8.6
    Automation
    Average: 8.9
    8.2
    Scalability
    Average: 8.6
    7.5
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    CloverDX
    Company Website
    Year Founded
    2002
    HQ Location
    Prague
    Twitter
    @CloverDX
    1,268 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    52 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

CloverDX is a comprehensive data integration and transformation solution designed to assist organizations in automating and managing their data pipelines effectively. This platform caters to both IT t

Users
No information available
Industries
  • Financial Services
  • Information Technology and Services
Market Segment
  • 42% Mid-Market
  • 38% Enterprise
CloverDX 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
16
Features
9
Simple
9
User Interface
9
Easy Integrations
6
Cons
Steep Learning Curve
5
Limited Integrations
4
Connection Issues
3
Error Reporting
3
Integration Issues
3
CloverDX features and usability ratings that predict user satisfaction
9.0
Has the product been a good partner in doing business?
Average: 9.0
8.6
Automation
Average: 8.9
8.2
Scalability
Average: 8.6
7.5
Auditing
Average: 8.1
Seller Details
Seller
CloverDX
Company Website
Year Founded
2002
HQ Location
Prague
Twitter
@CloverDX
1,268 Twitter followers
LinkedIn® Page
www.linkedin.com
52 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Venn Technology is an award-winning professional services firm specializing in integrating accounting, ERP, and CRM solutions for midsize organizations. Our software integrations are designed to put a

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 38% Mid-Market
    • 33% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Venn Technology 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
    12
    Customer Support
    9
    Automation
    7
    Integrations
    5
    Solution Efficiency
    5
    Cons
    Lack of Functionality
    3
    Limitations
    3
    Expensive
    2
    Inaccuracy
    2
    Limited Features
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Venn Technology features and usability ratings that predict user satisfaction
    9.7
    Has the product been a good partner in doing business?
    Average: 9.0
    9.9
    Automation
    Average: 8.9
    9.4
    Scalability
    Average: 8.6
    9.7
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2015
    HQ Location
    Grapevine, US
    Twitter
    @venn_tech
    175 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    25 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Venn Technology is an award-winning professional services firm specializing in integrating accounting, ERP, and CRM solutions for midsize organizations. Our software integrations are designed to put a

Users
No information available
Industries
No information available
Market Segment
  • 38% Mid-Market
  • 33% Small-Business
Venn Technology 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
12
Customer Support
9
Automation
7
Integrations
5
Solution Efficiency
5
Cons
Lack of Functionality
3
Limitations
3
Expensive
2
Inaccuracy
2
Limited Features
2
Venn Technology features and usability ratings that predict user satisfaction
9.7
Has the product been a good partner in doing business?
Average: 9.0
9.9
Automation
Average: 8.9
9.4
Scalability
Average: 8.6
9.7
Auditing
Average: 8.1
Seller Details
Company Website
Year Founded
2015
HQ Location
Grapevine, US
Twitter
@venn_tech
175 Twitter followers
LinkedIn® Page
www.linkedin.com
25 employees on LinkedIn®
(81)4.4 out of 5
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Entry Level Price:Starting at $2.00/cred...
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Matillion is the data pipeline platform that empowers data teams to build and manage pipelines faster for AI and analytics - at scale. Matillion allows data engineers to take advantage of AI capabil

    Users
    No information available
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 56% Mid-Market
    • 25% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Matillion 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
    14
    Connectors
    6
    Connectors Quantity
    6
    Simple
    6
    User Interface
    6
    Cons
    Feature Limitations
    11
    Expensive
    5
    Limitations
    4
    API Issues
    3
    Cloud Dependency
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Matillion features and usability ratings that predict user satisfaction
    8.3
    Has the product been a good partner in doing business?
    Average: 9.0
    8.9
    Automation
    Average: 8.9
    8.5
    Scalability
    Average: 8.6
    7.8
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Matillion
    Company Website
    Year Founded
    2011
    HQ Location
    Salford, GB
    Twitter
    @matillion
    7,509 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    456 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Matillion is the data pipeline platform that empowers data teams to build and manage pipelines faster for AI and analytics - at scale. Matillion allows data engineers to take advantage of AI capabil

Users
No information available
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 56% Mid-Market
  • 25% Enterprise
Matillion 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
14
Connectors
6
Connectors Quantity
6
Simple
6
User Interface
6
Cons
Feature Limitations
11
Expensive
5
Limitations
4
API Issues
3
Cloud Dependency
3
Matillion features and usability ratings that predict user satisfaction
8.3
Has the product been a good partner in doing business?
Average: 9.0
8.9
Automation
Average: 8.9
8.5
Scalability
Average: 8.6
7.8
Auditing
Average: 8.1
Seller Details
Seller
Matillion
Company Website
Year Founded
2011
HQ Location
Salford, GB
Twitter
@matillion
7,509 Twitter followers
LinkedIn® Page
www.linkedin.com
456 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Pandium is an embedded integration platform designed to empower development teams at SaaS companies to build, launch, and manage integrations faster and at scale. Working with Pandium provides dev

    Users
    No information available
    Industries
    • Computer Software
    • Logistics and Supply Chain
    Market Segment
    • 54% Mid-Market
    • 38% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Pandium 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
    14
    Integration Capabilities
    11
    Easy Integrations
    10
    Integrations
    8
    Implementation Ease
    7
    Cons
    Complexity
    2
    Limited Customization
    2
    Poor User Interface
    2
    UI Design Issues
    2
    Difficult Learning
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Pandium features and usability ratings that predict user satisfaction
    9.8
    Has the product been a good partner in doing business?
    Average: 9.0
    9.7
    Automation
    Average: 8.9
    9.4
    Scalability
    Average: 8.6
    9.7
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Pandium
    Year Founded
    2018
    HQ Location
    New York, NY
    Twitter
    @PandiumInc
    179 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    18 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Pandium is an embedded integration platform designed to empower development teams at SaaS companies to build, launch, and manage integrations faster and at scale. Working with Pandium provides dev

Users
No information available
Industries
  • Computer Software
  • Logistics and Supply Chain
Market Segment
  • 54% Mid-Market
  • 38% Small-Business
Pandium 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
14
Integration Capabilities
11
Easy Integrations
10
Integrations
8
Implementation Ease
7
Cons
Complexity
2
Limited Customization
2
Poor User Interface
2
UI Design Issues
2
Difficult Learning
1
Pandium features and usability ratings that predict user satisfaction
9.8
Has the product been a good partner in doing business?
Average: 9.0
9.7
Automation
Average: 8.9
9.4
Scalability
Average: 8.6
9.7
Auditing
Average: 8.1
Seller Details
Seller
Pandium
Year Founded
2018
HQ Location
New York, NY
Twitter
@PandiumInc
179 Twitter followers
LinkedIn® Page
www.linkedin.com
18 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    AWS Import/Export Snowball is a petabyte-scale data transport solution that uses secure appliances to transfer large amounts of data into and out of the AWS cloud and addresses common challenges with

    Users
    No information available
    Industries
    • Computer Software
    Market Segment
    • 48% Mid-Market
    • 28% Enterprise
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • AWS Import/Export Snowball features and usability ratings that predict user satisfaction
    8.7
    Has the product been a good partner in doing business?
    Average: 9.0
    0.0
    No information available
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2006
    HQ Location
    Seattle, WA
    Twitter
    @awscloud
    2,233,435 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 Import/Export Snowball is a petabyte-scale data transport solution that uses secure appliances to transfer large amounts of data into and out of the AWS cloud and addresses common challenges with

Users
No information available
Industries
  • Computer Software
Market Segment
  • 48% Mid-Market
  • 28% Enterprise
AWS Import/Export Snowball features and usability ratings that predict user satisfaction
8.7
Has the product been a good partner in doing business?
Average: 9.0
0.0
No information available
0.0
No information available
0.0
No information available
Seller Details
Year Founded
2006
HQ Location
Seattle, WA
Twitter
@awscloud
2,233,435 Twitter followers
LinkedIn® Page
www.linkedin.com
136,383 employees on LinkedIn®
Ownership
NASDAQ: AMZN
  • 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: 8.6
    8.6
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    1993
    HQ Location
    Redwood City, CA
    Twitter
    @Informatica
    101,673 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: 8.6
8.6
Auditing
Average: 8.1
Seller Details
Year Founded
1993
HQ Location
Redwood City, CA
Twitter
@Informatica
101,673 Twitter followers
LinkedIn® Page
www.linkedin.com
5,576 employees on LinkedIn®
Ownership
NYSE: INFA
(240)4.4 out of 5
Optimized for quick response
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Entry Level Price:Contact Us
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Centralized Data Management for the Modern Marketer Adverity is the integrated data platform for connecting, managing, and sharing your data at scale. The platform empowers businesses to blend disp

    Users
    • Data Analyst
    • Marketing Manager
    Industries
    • Marketing and Advertising
    • Information Technology and Services
    Market Segment
    • 43% Mid-Market
    • 41% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Adverity Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    47
    Data Management
    35
    Customer Support
    27
    Integrations
    26
    Easy Integrations
    24
    Cons
    Learning Curve
    23
    Feature Limitations
    17
    Lack of Information
    17
    Data Management Issues
    15
    Data Management
    14
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Adverity features and usability ratings that predict user satisfaction
    9.0
    Has the product been a good partner in doing business?
    Average: 9.0
    8.9
    Automation
    Average: 8.9
    8.4
    Scalability
    Average: 8.6
    7.9
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2015
    HQ Location
    Vienna, Austria
    Twitter
    @myadverity
    1,796 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    285 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Centralized Data Management for the Modern Marketer Adverity is the integrated data platform for connecting, managing, and sharing your data at scale. The platform empowers businesses to blend disp

Users
  • Data Analyst
  • Marketing Manager
Industries
  • Marketing and Advertising
  • Information Technology and Services
Market Segment
  • 43% Mid-Market
  • 41% Small-Business
Adverity Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
47
Data Management
35
Customer Support
27
Integrations
26
Easy Integrations
24
Cons
Learning Curve
23
Feature Limitations
17
Lack of Information
17
Data Management Issues
15
Data Management
14
Adverity features and usability ratings that predict user satisfaction
9.0
Has the product been a good partner in doing business?
Average: 9.0
8.9
Automation
Average: 8.9
8.4
Scalability
Average: 8.6
7.9
Auditing
Average: 8.1
Seller Details
Company Website
Year Founded
2015
HQ Location
Vienna, Austria
Twitter
@myadverity
1,796 Twitter followers
LinkedIn® Page
www.linkedin.com
285 employees on LinkedIn®
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Keboola is an end-to-end Data Stack as a Service. It helps its customers to connect any database and perform extraction, transformation, data management, pipeline orchestration, and even reverse ETL,

    Users
    • Data Analyst
    Industries
    • Information Technology and Services
    • Media Production
    Market Segment
    • 72% Mid-Market
    • 16% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Keboola Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    4
    Automation
    3
    Data Management
    3
    Integrations
    3
    No-coding
    3
    Cons
    Complexity
    1
    Cost Estimation
    1
    Data Limitations
    1
    Data Lineage Issues
    1
    Data Management
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Keboola features and usability ratings that predict user satisfaction
    9.6
    Has the product been a good partner in doing business?
    Average: 9.0
    9.1
    Automation
    Average: 8.9
    8.7
    Scalability
    Average: 8.6
    7.1
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Keboola
    Company Website
    Year Founded
    2008
    HQ Location
    Prague
    Twitter
    @keboola
    2,005 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    153 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Keboola is an end-to-end Data Stack as a Service. It helps its customers to connect any database and perform extraction, transformation, data management, pipeline orchestration, and even reverse ETL,

Users
  • Data Analyst
Industries
  • Information Technology and Services
  • Media Production
Market Segment
  • 72% Mid-Market
  • 16% Small-Business
Keboola Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
4
Automation
3
Data Management
3
Integrations
3
No-coding
3
Cons
Complexity
1
Cost Estimation
1
Data Limitations
1
Data Lineage Issues
1
Data Management
1
Keboola features and usability ratings that predict user satisfaction
9.6
Has the product been a good partner in doing business?
Average: 9.0
9.1
Automation
Average: 8.9
8.7
Scalability
Average: 8.6
7.1
Auditing
Average: 8.1
Seller Details
Seller
Keboola
Company Website
Year Founded
2008
HQ Location
Prague
Twitter
@keboola
2,005 Twitter followers
LinkedIn® Page
www.linkedin.com
153 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Panoply makes it easy to sync, store, and access your data from any data source. Panoply’s easy-to-use, low-maintenance solution unlocks sophisticated analytics without complex data engineering and co

    Users
    No information available
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 48% Small-Business
    • 43% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Panoply 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
    8
    Ease of Use
    8
    Connectors Quantity
    3
    Data Integration
    3
    Features
    3
    Cons
    Data Import
    2
    Data Management
    2
    Limited Connectors
    2
    Expertise Required
    1
    Integration Issues
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Panoply features and usability ratings that predict user satisfaction
    9.5
    Has the product been a good partner in doing business?
    Average: 9.0
    8.8
    Automation
    Average: 8.9
    8.8
    Scalability
    Average: 8.6
    7.6
    Auditing
    Average: 8.1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Panoply
    Company Website
    Year Founded
    2015
    HQ Location
    San Francisco, CA
    Twitter
    @panoplyio
    5,638 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    18 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Panoply makes it easy to sync, store, and access your data from any data source. Panoply’s easy-to-use, low-maintenance solution unlocks sophisticated analytics without complex data engineering and co

Users
No information available
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 48% Small-Business
  • 43% Mid-Market
Panoply 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
8
Ease of Use
8
Connectors Quantity
3
Data Integration
3
Features
3
Cons
Data Import
2
Data Management
2
Limited Connectors
2
Expertise Required
1
Integration Issues
1
Panoply features and usability ratings that predict user satisfaction
9.5
Has the product been a good partner in doing business?
Average: 9.0
8.8
Automation
Average: 8.9
8.8
Scalability
Average: 8.6
7.6
Auditing
Average: 8.1
Seller Details
Seller
Panoply
Company Website
Year Founded
2015
HQ Location
San Francisco, CA
Twitter
@panoplyio
5,638 Twitter followers
LinkedIn® Page
www.linkedin.com
18 employees on LinkedIn®