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Best Big Data Integration Platforms for Medium-Sized Businesses

Shalaka Joshi
SJ
Researched and written by Shalaka Joshi

Products classified in the overall Big Data Integration Platforms 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 Big Data Integration Platforms 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 Big Data Integration Platforms category.

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

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

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29 Listings in Big Data Integration Platforms Available
(1,090)4.5 out of 5
6th Easiest To Use in Big Data Integration Platforms software
View top Consulting Services for Google Cloud BigQuery
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Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

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

    Users
    • Data Engineer
    • Data Analyst
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 38% Enterprise
    • 33% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Google Cloud BigQuery Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    344
    Speed
    191
    Fast Querying
    171
    Querying
    162
    Performance
    160
    Cons
    Expensive
    153
    Query Issues
    139
    Learning Curve
    109
    Cost Issues
    86
    Cost Management
    84
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Google Cloud BigQuery features and usability ratings that predict user satisfaction
    8.7
    Has the product been a good partner in doing business?
    Average: 8.9
    8.3
    Quality of Support
    Average: 8.9
    8.7
    Ease of Use
    Average: 8.9
    8.6
    Ease of Admin
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Google
    Company Website
    Year Founded
    1998
    HQ Location
    Mountain View, CA
    Twitter
    @google
    32,520,271 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    301,875 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

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

Users
  • Data Engineer
  • Data Analyst
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 38% Enterprise
  • 33% Mid-Market
Google Cloud BigQuery Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
344
Speed
191
Fast Querying
171
Querying
162
Performance
160
Cons
Expensive
153
Query Issues
139
Learning Curve
109
Cost Issues
86
Cost Management
84
Google Cloud BigQuery features and usability ratings that predict user satisfaction
8.7
Has the product been a good partner in doing business?
Average: 8.9
8.3
Quality of Support
Average: 8.9
8.7
Ease of Use
Average: 8.9
8.6
Ease of Admin
Average: 8.4
Seller Details
Seller
Google
Company Website
Year Founded
1998
HQ Location
Mountain View, CA
Twitter
@google
32,520,271 Twitter followers
LinkedIn® Page
www.linkedin.com
301,875 employees on LinkedIn®
(506)4.7 out of 5
Optimized for quick response
4th Easiest To Use in Big Data Integration Platforms software
View top Consulting Services for Workato
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

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

    Users
    • Software Engineer
    • Integration Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 43% Mid-Market
    • 37% Enterprise
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • Workato is a platform designed to design and implement complex workflows, offering a library of pre-built connectors for integration with various applications and services.
    • Users like Workato's user-friendly interface, extensive library of pre-built connectors, and the ability to automate complex workflows without needing developer support.
    • Users mentioned that the platform can feel overwhelming for beginners due to its extensive capabilities, and they find the pricing structure complex and desire more transparent and straightforward pricing plans.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Workato Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    177
    Integrations
    107
    Customer Support
    91
    Easy Integrations
    86
    Automation
    78
    Cons
    Expensive
    37
    Data Limitations
    34
    Missing Features
    31
    Learning Curve
    27
    Limitations
    26
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Workato features and usability ratings that predict user satisfaction
    9.4
    Has the product been a good partner in doing business?
    Average: 8.9
    9.3
    Quality of Support
    Average: 8.9
    9.0
    Ease of Use
    Average: 8.9
    9.0
    Ease of Admin
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Workato
    Company Website
    Year Founded
    2013
    HQ Location
    Mountain View, California
    Twitter
    @Workato
    3,361 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,045 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

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

Users
  • Software Engineer
  • Integration Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 43% Mid-Market
  • 37% Enterprise
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • Workato is a platform designed to design and implement complex workflows, offering a library of pre-built connectors for integration with various applications and services.
  • Users like Workato's user-friendly interface, extensive library of pre-built connectors, and the ability to automate complex workflows without needing developer support.
  • Users mentioned that the platform can feel overwhelming for beginners due to its extensive capabilities, and they find the pricing structure complex and desire more transparent and straightforward pricing plans.
Workato Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
177
Integrations
107
Customer Support
91
Easy Integrations
86
Automation
78
Cons
Expensive
37
Data Limitations
34
Missing Features
31
Learning Curve
27
Limitations
26
Workato features and usability ratings that predict user satisfaction
9.4
Has the product been a good partner in doing business?
Average: 8.9
9.3
Quality of Support
Average: 8.9
9.0
Ease of Use
Average: 8.9
9.0
Ease of Admin
Average: 8.4
Seller Details
Seller
Workato
Company Website
Year Founded
2013
HQ Location
Mountain View, California
Twitter
@Workato
3,361 Twitter followers
LinkedIn® Page
www.linkedin.com
1,045 employees on LinkedIn®

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

    Kyvos is a semantic data lakehouse that accelerates every BI and AI initiative. The platform delivers lightning-fast analytics at infinite scale, maximum savings and the lowest carbon footprint. It of

    Users
    • Associate Software Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 75% Mid-Market
    • 17% 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.
    • Kyvos is an analytics tool that processes large volumes of data and can be deployed in cloud or on-premise environments.
    • Reviewers like Kyvos' ability to efficiently maximize data access, scale with company growth, and its user-friendly interface that allows easy creation of semantic models and integration with popular BI tools.
    • Reviewers mentioned that the initial setup can be challenging for users unfamiliar with data structures, and the platform lacks advanced analytical features for detailed statistical analysis or complex data mining.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Kyvos Insights Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    51
    Speed
    41
    Analytics
    28
    Customer Support
    26
    Performance
    25
    Cons
    Learning Curve
    20
    Difficult Setup
    17
    Complexity
    10
    Feature Limitations
    7
    Learning Difficulty
    7
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Kyvos Insights features and usability ratings that predict user satisfaction
    9.7
    Has the product been a good partner in doing business?
    Average: 8.9
    9.6
    Quality of Support
    Average: 8.9
    9.3
    Ease of Use
    Average: 8.9
    9.1
    Ease of Admin
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    HQ Location
    Los Gatos, CA
    Twitter
    @KyvosInsights
    704 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    126 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Kyvos is a semantic data lakehouse that accelerates every BI and AI initiative. The platform delivers lightning-fast analytics at infinite scale, maximum savings and the lowest carbon footprint. It of

Users
  • Associate Software Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 75% Mid-Market
  • 17% 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.
  • Kyvos is an analytics tool that processes large volumes of data and can be deployed in cloud or on-premise environments.
  • Reviewers like Kyvos' ability to efficiently maximize data access, scale with company growth, and its user-friendly interface that allows easy creation of semantic models and integration with popular BI tools.
  • Reviewers mentioned that the initial setup can be challenging for users unfamiliar with data structures, and the platform lacks advanced analytical features for detailed statistical analysis or complex data mining.
Kyvos Insights Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
51
Speed
41
Analytics
28
Customer Support
26
Performance
25
Cons
Learning Curve
20
Difficult Setup
17
Complexity
10
Feature Limitations
7
Learning Difficulty
7
Kyvos Insights features and usability ratings that predict user satisfaction
9.7
Has the product been a good partner in doing business?
Average: 8.9
9.6
Quality of Support
Average: 8.9
9.3
Ease of Use
Average: 8.9
9.1
Ease of Admin
Average: 8.4
Seller Details
Company Website
HQ Location
Los Gatos, CA
Twitter
@KyvosInsights
704 Twitter followers
LinkedIn® Page
www.linkedin.com
126 employees on LinkedIn®
(584)4.5 out of 5
Optimized for quick response
5th Easiest To Use in Big Data Integration Platforms software
View top Consulting Services for Snowflake
Save to My Lists
Entry Level Price:$2 Compute/Hour
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Snowflake makes enterprise AI easy, efficient and trusted. Thousands of companies around the globe, including hundreds of the world’s largest, use Snowflake’s AI Data Cloud to share data, build applic

    Users
    • Data Engineer
    • Software Engineer
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 47% Enterprise
    • 40% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Snowflake 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
    131
    Features
    75
    Data Management
    63
    Efficiency Improvement
    61
    Database Management
    58
    Cons
    Expensive
    55
    Feature Limitations
    46
    Limited Features
    33
    Missing Features
    28
    Query Issues
    28
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Snowflake features and usability ratings that predict user satisfaction
    9.0
    Has the product been a good partner in doing business?
    Average: 8.9
    8.6
    Quality of Support
    Average: 8.9
    9.0
    Ease of Use
    Average: 8.9
    8.6
    Ease of Admin
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2012
    HQ Location
    San Mateo, CA
    Twitter
    @SnowflakeDB
    55,795 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    8,874 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Snowflake makes enterprise AI easy, efficient and trusted. Thousands of companies around the globe, including hundreds of the world’s largest, use Snowflake’s AI Data Cloud to share data, build applic

Users
  • Data Engineer
  • Software Engineer
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 47% Enterprise
  • 40% Mid-Market
Snowflake 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
131
Features
75
Data Management
63
Efficiency Improvement
61
Database Management
58
Cons
Expensive
55
Feature Limitations
46
Limited Features
33
Missing Features
28
Query Issues
28
Snowflake features and usability ratings that predict user satisfaction
9.0
Has the product been a good partner in doing business?
Average: 8.9
8.6
Quality of Support
Average: 8.9
9.0
Ease of Use
Average: 8.9
8.6
Ease of Admin
Average: 8.4
Seller Details
Company Website
Year Founded
2012
HQ Location
San Mateo, CA
Twitter
@SnowflakeDB
55,795 Twitter followers
LinkedIn® Page
www.linkedin.com
8,874 employees on LinkedIn®
(107)4.7 out of 5
Optimized for quick response
3rd Easiest To Use in Big Data Integration Platforms 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.

    Coefficient is a new way to work with your company data better, faster, and more accurately without ever leaving your spreadsheet, integrating with the tools you already use. Install the Coefficien

    Users
    No information available
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 50% Mid-Market
    • 37% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Coefficient 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
    70
    Automation
    37
    Easy Integrations
    27
    Data Integration
    24
    Integrations
    22
    Cons
    Feature Limitations
    22
    Table Limitations
    9
    Limited Features
    8
    Expensive
    6
    Importing Issues
    6
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Coefficient features and usability ratings that predict user satisfaction
    9.2
    Has the product been a good partner in doing business?
    Average: 8.9
    8.9
    Quality of Support
    Average: 8.9
    9.3
    Ease of Use
    Average: 8.9
    9.3
    Ease of Admin
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2020
    HQ Location
    Palo Alto, CA
    Twitter
    @coefficient_io
    306 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    62 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Coefficient is a new way to work with your company data better, faster, and more accurately without ever leaving your spreadsheet, integrating with the tools you already use. Install the Coefficien

Users
No information available
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 50% Mid-Market
  • 37% Small-Business
Coefficient 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
70
Automation
37
Easy Integrations
27
Data Integration
24
Integrations
22
Cons
Feature Limitations
22
Table Limitations
9
Limited Features
8
Expensive
6
Importing Issues
6
Coefficient features and usability ratings that predict user satisfaction
9.2
Has the product been a good partner in doing business?
Average: 8.9
8.9
Quality of Support
Average: 8.9
9.3
Ease of Use
Average: 8.9
9.3
Ease of Admin
Average: 8.4
Seller Details
Company Website
Year Founded
2020
HQ Location
Palo Alto, CA
Twitter
@coefficient_io
306 Twitter followers
LinkedIn® Page
www.linkedin.com
62 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.

    Simplify the complexity of how you B2B with IBM webMethods B2B. The B2B integration allows you to share documents—purchase orders, invoices, shipping notices, contracts and more—in the cloud and keep

    Users
    No information available
    Industries
    • Staffing and Recruiting
    • Computer Software
    Market Segment
    • 41% Mid-Market
    • 33% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • webMethods B2B Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    24
    Features
    13
    Security
    10
    Integration Capabilities
    9
    Automation
    8
    Cons
    Complexity
    13
    Expensive
    12
    Difficult Learning
    8
    Pricing Issues
    7
    Integration Issues
    4
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • webMethods B2B features and usability ratings that predict user satisfaction
    8.5
    Has the product been a good partner in doing business?
    Average: 8.9
    8.7
    Quality of Support
    Average: 8.9
    8.9
    Ease of Use
    Average: 8.9
    8.1
    Ease of Admin
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    IBM
    Year Founded
    1911
    HQ Location
    Armonk, NY
    Twitter
    @IBM
    711,154 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    317,108 employees on LinkedIn®
    Ownership
    SWX:IBM
Product Description
How are these determined?Information
This description is provided by the seller.

Simplify the complexity of how you B2B with IBM webMethods B2B. The B2B integration allows you to share documents—purchase orders, invoices, shipping notices, contracts and more—in the cloud and keep

Users
No information available
Industries
  • Staffing and Recruiting
  • Computer Software
Market Segment
  • 41% Mid-Market
  • 33% Enterprise
webMethods B2B Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
24
Features
13
Security
10
Integration Capabilities
9
Automation
8
Cons
Complexity
13
Expensive
12
Difficult Learning
8
Pricing Issues
7
Integration Issues
4
webMethods B2B features and usability ratings that predict user satisfaction
8.5
Has the product been a good partner in doing business?
Average: 8.9
8.7
Quality of Support
Average: 8.9
8.9
Ease of Use
Average: 8.9
8.1
Ease of Admin
Average: 8.4
Seller Details
Seller
IBM
Year Founded
1911
HQ Location
Armonk, NY
Twitter
@IBM
711,154 Twitter followers
LinkedIn® Page
www.linkedin.com
317,108 employees on LinkedIn®
Ownership
SWX:IBM
By 5X
(54)4.9 out of 5
1st Easiest To Use in Big Data Integration Platforms software
Save to My Lists
Entry Level Price:Starting at $2.00
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    5X is an all-in-one data platform. We give you everything you need to centralize, clean, model, and analyze your data. The customer feedback we get most often is, "This is self-explanatory," and "It'

    Users
    No information available
    Industries
    • Computer Software
    • Financial Services
    Market Segment
    • 57% Mid-Market
    • 35% 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
    38
    Customer Support
    29
    Features
    19
    Cost-Effective
    13
    User Interface
    12
    Cons
    Feature Limitations
    5
    Missing Features
    3
    Data Management
    1
    Difficult Setup
    1
    Expensive
    1
  • 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: 8.9
    9.8
    Quality of Support
    Average: 8.9
    9.6
    Ease of Use
    Average: 8.9
    9.5
    Ease of Admin
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    5X
    Company Website
    Year Founded
    2020
    HQ Location
    San Francisco
    Twitter
    @DataWith5x
    47 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    110 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

5X is an all-in-one data platform. We give you everything you need to centralize, clean, model, and analyze your data. The customer feedback we get most often is, "This is self-explanatory," and "It'

Users
No information available
Industries
  • Computer Software
  • Financial Services
Market Segment
  • 57% Mid-Market
  • 35% 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
38
Customer Support
29
Features
19
Cost-Effective
13
User Interface
12
Cons
Feature Limitations
5
Missing Features
3
Data Management
1
Difficult Setup
1
Expensive
1
5X features and usability ratings that predict user satisfaction
9.8
Has the product been a good partner in doing business?
Average: 8.9
9.8
Quality of Support
Average: 8.9
9.6
Ease of Use
Average: 8.9
9.5
Ease of Admin
Average: 8.4
Seller Details
Seller
5X
Company Website
Year Founded
2020
HQ Location
San Francisco
Twitter
@DataWith5x
47 Twitter followers
LinkedIn® Page
www.linkedin.com
110 employees on LinkedIn®
(399)4.3 out of 5
14th Easiest To Use in Big Data Integration Platforms software
View top Consulting Services for Amazon Redshift
Save to My Lists
Entry Level Price:$1.22 - $3.26 Per hour
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Tens of thousands of customers use Amazon Redshift, a fast, fully managed, petabyte-scale data warehouse service that makes it simple and cost-effective to efficiently analyze all your data using your

    Users
    • Data Engineer
    • Senior Data Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 40% Enterprise
    • 37% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Amazon Redshift Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    17
    Fast Querying
    10
    Speed
    10
    Fast Processing
    8
    Large Datasets
    8
    Cons
    Expensive
    8
    Feature Limitations
    6
    Query Issues
    6
    Slow Queries
    5
    Performance Issues
    4
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Amazon Redshift features and usability ratings that predict user satisfaction
    8.7
    Has the product been a good partner in doing business?
    Average: 8.9
    8.5
    Quality of Support
    Average: 8.9
    8.7
    Ease of Use
    Average: 8.9
    8.5
    Ease of Admin
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2006
    HQ Location
    Seattle, WA
    Twitter
    @awscloud
    2,230,610 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    136,383 employees on LinkedIn®
    Ownership
    NASDAQ: AMZN
Product Description
How are these determined?Information
This description is provided by the seller.

Tens of thousands of customers use Amazon Redshift, a fast, fully managed, petabyte-scale data warehouse service that makes it simple and cost-effective to efficiently analyze all your data using your

Users
  • Data Engineer
  • Senior Data Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 40% Enterprise
  • 37% Mid-Market
Amazon Redshift Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
17
Fast Querying
10
Speed
10
Fast Processing
8
Large Datasets
8
Cons
Expensive
8
Feature Limitations
6
Query Issues
6
Slow Queries
5
Performance Issues
4
Amazon Redshift features and usability ratings that predict user satisfaction
8.7
Has the product been a good partner in doing business?
Average: 8.9
8.5
Quality of Support
Average: 8.9
8.7
Ease of Use
Average: 8.9
8.5
Ease of Admin
Average: 8.4
Seller Details
Year Founded
2006
HQ Location
Seattle, WA
Twitter
@awscloud
2,230,610 Twitter followers
LinkedIn® Page
www.linkedin.com
136,383 employees on LinkedIn®
Ownership
NASDAQ: AMZN
(243)4.8 out of 5
2nd Easiest To Use in Big Data Integration Platforms 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.

    Skyvia is a no-code cloud data integration platform for ETL, ELT, Reverse ETL, data migration, one-way and bi-directional data sync, workflow automation, real-time connectivity, and more. Benefits

    Users
    • CEO
    • CTO
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 56% Small-Business
    • 39% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Skyvia Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    80
    Data Management
    44
    Easy Integrations
    43
    Integrations
    40
    Features
    36
    Cons
    Feature Limitations
    16
    Data Limitations
    12
    Data Management
    9
    Error Reporting
    9
    Technical Difficulties
    8
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Skyvia features and usability ratings that predict user satisfaction
    9.3
    Has the product been a good partner in doing business?
    Average: 8.9
    9.3
    Quality of Support
    Average: 8.9
    9.3
    Ease of Use
    Average: 8.9
    9.4
    Ease of Admin
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Devart
    Year Founded
    1997
    HQ Location
    Prague
    Twitter
    @DevartSoftware
    1,769 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    240 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Skyvia is a no-code cloud data integration platform for ETL, ELT, Reverse ETL, data migration, one-way and bi-directional data sync, workflow automation, real-time connectivity, and more. Benefits

Users
  • CEO
  • CTO
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 56% Small-Business
  • 39% Mid-Market
Skyvia Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
80
Data Management
44
Easy Integrations
43
Integrations
40
Features
36
Cons
Feature Limitations
16
Data Limitations
12
Data Management
9
Error Reporting
9
Technical Difficulties
8
Skyvia features and usability ratings that predict user satisfaction
9.3
Has the product been a good partner in doing business?
Average: 8.9
9.3
Quality of Support
Average: 8.9
9.3
Ease of Use
Average: 8.9
9.4
Ease of Admin
Average: 8.4
Seller Details
Seller
Devart
Year Founded
1997
HQ Location
Prague
Twitter
@DevartSoftware
1,769 Twitter followers
LinkedIn® Page
www.linkedin.com
240 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

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

    Users
    • Data Engineer
    • DevOps Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 48% Enterprise
    • 28% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • AWS Glue Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    21
    Data Integration
    13
    ETL Process
    11
    ETL Efficiency
    10
    ETL Solutions
    10
    Cons
    Feature Limitations
    8
    Expensive
    7
    Limited Functionality
    7
    Complexity
    6
    Data Limitations
    5
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • AWS Glue features and usability ratings that predict user satisfaction
    8.8
    Has the product been a good partner in doing business?
    Average: 8.9
    8.4
    Quality of Support
    Average: 8.9
    8.4
    Ease of Use
    Average: 8.9
    8.3
    Ease of Admin
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2006
    HQ Location
    Seattle, WA
    Twitter
    @awscloud
    2,230,610 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    136,383 employees on LinkedIn®
    Ownership
    NASDAQ: AMZN
Product Description
How are these determined?Information
This description is provided by the seller.

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

Users
  • Data Engineer
  • DevOps Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 48% Enterprise
  • 28% Mid-Market
AWS Glue Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
21
Data Integration
13
ETL Process
11
ETL Efficiency
10
ETL Solutions
10
Cons
Feature Limitations
8
Expensive
7
Limited Functionality
7
Complexity
6
Data Limitations
5
AWS Glue features and usability ratings that predict user satisfaction
8.8
Has the product been a good partner in doing business?
Average: 8.9
8.4
Quality of Support
Average: 8.9
8.4
Ease of Use
Average: 8.9
8.3
Ease of Admin
Average: 8.4
Seller Details
Year Founded
2006
HQ Location
Seattle, WA
Twitter
@awscloud
2,230,610 Twitter followers
LinkedIn® Page
www.linkedin.com
136,383 employees on LinkedIn®
Ownership
NASDAQ: AMZN
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

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

    Users
    • Data Engineer
    • Consultant
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 48% Enterprise
    • 34% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • SnapLogic Intelligent Integration Platform (IIP) Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    101
    Integrations
    62
    Easy Integrations
    61
    Data Integration
    42
    Connectors
    41
    Cons
    Performance Issues
    25
    Learning Curve
    21
    Poor UI
    20
    Poor User Interface
    20
    Steep Learning Curve
    20
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • SnapLogic Intelligent Integration Platform (IIP) features and usability ratings that predict user satisfaction
    8.7
    Has the product been a good partner in doing business?
    Average: 8.9
    8.2
    Quality of Support
    Average: 8.9
    8.7
    Ease of Use
    Average: 8.9
    8.5
    Ease of Admin
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    SnapLogic
    Company Website
    Year Founded
    2006
    HQ Location
    San Mateo, CA
    Twitter
    @SnapLogic
    7,542 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    364 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

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

Users
  • Data Engineer
  • Consultant
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 48% Enterprise
  • 34% Mid-Market
SnapLogic Intelligent Integration Platform (IIP) Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
101
Integrations
62
Easy Integrations
61
Data Integration
42
Connectors
41
Cons
Performance Issues
25
Learning Curve
21
Poor UI
20
Poor User Interface
20
Steep Learning Curve
20
SnapLogic Intelligent Integration Platform (IIP) features and usability ratings that predict user satisfaction
8.7
Has the product been a good partner in doing business?
Average: 8.9
8.2
Quality of Support
Average: 8.9
8.7
Ease of Use
Average: 8.9
8.5
Ease of Admin
Average: 8.4
Seller Details
Seller
SnapLogic
Company Website
Year Founded
2006
HQ Location
San Mateo, CA
Twitter
@SnapLogic
7,542 Twitter followers
LinkedIn® Page
www.linkedin.com
364 employees on LinkedIn®
(105)4.6 out of 5
Optimized for quick response
8th Easiest To Use in Big Data Integration Platforms software
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    For data teams looking to increase the availability of trusted data, Astronomer provides Astro, the modern data orchestration platform, powered by Airflow. Astro enables data engineers, data scientist

    Users
    • Data Engineer
    • Senior Data Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 48% Mid-Market
    • 37% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Astro by Astronomer 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
    9
    Customer Support
    7
    Easy Setup
    7
    Deployment Ease
    6
    Implementation Ease
    6
    Cons
    Feature Limitations
    5
    Limited Features
    4
    Cloud Limitations
    3
    Lacking Features
    3
    Missing Features
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Astro by Astronomer features and usability ratings that predict user satisfaction
    9.1
    Has the product been a good partner in doing business?
    Average: 8.9
    9.1
    Quality of Support
    Average: 8.9
    9.0
    Ease of Use
    Average: 8.9
    9.0
    Ease of Admin
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Company Website
    Year Founded
    2018
    HQ Location
    New York, US
    Twitter
    @astronomerio
    5,566 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    320 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

For data teams looking to increase the availability of trusted data, Astronomer provides Astro, the modern data orchestration platform, powered by Airflow. Astro enables data engineers, data scientist

Users
  • Data Engineer
  • Senior Data Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 48% Mid-Market
  • 37% Enterprise
Astro by Astronomer 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
9
Customer Support
7
Easy Setup
7
Deployment Ease
6
Implementation Ease
6
Cons
Feature Limitations
5
Limited Features
4
Cloud Limitations
3
Lacking Features
3
Missing Features
3
Astro by Astronomer features and usability ratings that predict user satisfaction
9.1
Has the product been a good partner in doing business?
Average: 8.9
9.1
Quality of Support
Average: 8.9
9.0
Ease of Use
Average: 8.9
9.0
Ease of Admin
Average: 8.4
Seller Details
Company Website
Year Founded
2018
HQ Location
New York, US
Twitter
@astronomerio
5,566 Twitter followers
LinkedIn® Page
www.linkedin.com
320 employees on LinkedIn®
(80)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
    • 24% Small-Business
  • 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
    ETL Efficiency
    5
    Cons
    Feature Limitations
    10
    Expensive
    5
    Limitations
    4
    Cloud Dependency
    3
    Performance Issues
    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: 8.9
    8.2
    Quality of Support
    Average: 8.9
    9.0
    Ease of Use
    Average: 8.9
    8.3
    Ease of Admin
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Matillion
    Company Website
    Year Founded
    2011
    HQ Location
    Salford, GB
    Twitter
    @matillion
    7,535 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
  • 24% Small-Business
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
ETL Efficiency
5
Cons
Feature Limitations
10
Expensive
5
Limitations
4
Cloud Dependency
3
Performance Issues
3
Matillion features and usability ratings that predict user satisfaction
8.3
Has the product been a good partner in doing business?
Average: 8.9
8.2
Quality of Support
Average: 8.9
9.0
Ease of Use
Average: 8.9
8.3
Ease of Admin
Average: 8.4
Seller Details
Seller
Matillion
Company Website
Year Founded
2011
HQ Location
Salford, GB
Twitter
@matillion
7,535 Twitter followers
LinkedIn® Page
www.linkedin.com
456 employees on LinkedIn®
By IBM
(99)4.0 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.

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

    Users
    • Data Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 47% Enterprise
    • 32% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • IBM StreamSets Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    35
    Data Management
    29
    Data Pipelining
    23
    Integrations
    19
    Easy Integrations
    16
    Cons
    Limitations
    10
    Learning Curve
    9
    Feature Limitations
    8
    Connector Issues
    7
    Data Management
    7
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • IBM StreamSets features and usability ratings that predict user satisfaction
    8.1
    Has the product been a good partner in doing business?
    Average: 8.9
    8.0
    Quality of Support
    Average: 8.9
    8.5
    Ease of Use
    Average: 8.9
    7.9
    Ease of Admin
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    IBM
    Company Website
    Year Founded
    1911
    HQ Location
    Armonk, NY
    Twitter
    @IBM
    711,154 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    317,108 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

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

Users
  • Data Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 47% Enterprise
  • 32% Mid-Market
IBM StreamSets Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
35
Data Management
29
Data Pipelining
23
Integrations
19
Easy Integrations
16
Cons
Limitations
10
Learning Curve
9
Feature Limitations
8
Connector Issues
7
Data Management
7
IBM StreamSets features and usability ratings that predict user satisfaction
8.1
Has the product been a good partner in doing business?
Average: 8.9
8.0
Quality of Support
Average: 8.9
8.5
Ease of Use
Average: 8.9
7.9
Ease of Admin
Average: 8.4
Seller Details
Seller
IBM
Company Website
Year Founded
1911
HQ Location
Armonk, NY
Twitter
@IBM
711,154 Twitter followers
LinkedIn® Page
www.linkedin.com
317,108 employees on LinkedIn®
(337)4.5 out of 5
Optimized for quick response
13th Easiest To Use in Big Data Integration Platforms software
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Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    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
    24
    Integrations
    11
    Easy Integration
    9
    Easy Integrations
    9
    Easy Setup
    9
    Cons
    Feature Limitations
    6
    Expensive
    5
    Missing Features
    5
    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: 8.9
    9.2
    Quality of Support
    Average: 8.9
    9.0
    Ease of Use
    Average: 8.9
    8.9
    Ease of Admin
    Average: 8.4
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Census
    Company Website
    Year Founded
    2018
    HQ Location
    San Francisco, US
    Twitter
    @census
    1,996 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
24
Integrations
11
Easy Integration
9
Easy Integrations
9
Easy Setup
9
Cons
Feature Limitations
6
Expensive
5
Missing Features
5
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: 8.9
9.2
Quality of Support
Average: 8.9
9.0
Ease of Use
Average: 8.9
8.9
Ease of Admin
Average: 8.4
Seller Details
Seller
Census
Company Website
Year Founded
2018
HQ Location
San Francisco, US
Twitter
@census
1,996 Twitter followers
LinkedIn® Page
www.linkedin.com
176 employees on LinkedIn®