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Best Stream Analytics Software

Blue Bowen
BB
Researched and written by Blue Bowen

Stream analytics software monitors and analyzes integration data in real time. These tools allow users to analyze data in transfer between applications or through APIs. This allows users to analyze both historical events and what’s happening at that exact time. Companies use stream analytics to better understand what data users are retrieving and to monitor endpoints. Users can analyze data being transferred amongst devices like internet of things (IoT) endpoints, such as smart cars, machinery, or home appliances. Many tools contain data visualization components to present and map connected devices. Other common features include competitive analysis and big data analytics. There is some crossover between stream analyics and big data analytics tools, but big data analytics tools aren’t necessarily used specifically to provide real-time information.

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

Monitor events pertaining to information exchange in real time
Alert users of device or network failures using triggers
Provide actionable analytical insights
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Featured Stream Analytics Software At A Glance

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

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80 Listings in Stream Analytics Available
(559)4.5 out of 5
Optimized for quick response
1st Easiest To Use in Stream Analytics software
View top Consulting Services for HubSpot Data Hub
Save to My Lists
Entry Level Price:Free
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

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

    Users
    • CEO
    • Owner
    Industries
    • Information Technology and Services
    • Marketing and Advertising
    Market Segment
    • 67% Small-Business
    • 29% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • HubSpot Data Hub Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    107
    Automation
    85
    Data Management
    78
    Integrations
    60
    Customization
    43
    Cons
    Limitations
    52
    Missing Features
    35
    Learning Curve
    33
    Expensive
    30
    Complexity
    25
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • HubSpot Data Hub features and usability ratings that predict user satisfaction
    9.1
    Has the product been a good partner in doing business?
    Average: 9.0
    8.9
    Ease of Admin
    Average: 8.5
    8.8
    Quality of Support
    Average: 8.8
    8.8
    Ease of Use
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    HubSpot
    Company Website
    Year Founded
    2006
    HQ Location
    Cambridge, MA
    Twitter
    @HubSpot
    789,318 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    10,898 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

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

Users
  • CEO
  • Owner
Industries
  • Information Technology and Services
  • Marketing and Advertising
Market Segment
  • 67% Small-Business
  • 29% Mid-Market
HubSpot Data Hub Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
107
Automation
85
Data Management
78
Integrations
60
Customization
43
Cons
Limitations
52
Missing Features
35
Learning Curve
33
Expensive
30
Complexity
25
HubSpot Data Hub features and usability ratings that predict user satisfaction
9.1
Has the product been a good partner in doing business?
Average: 9.0
8.9
Ease of Admin
Average: 8.5
8.8
Quality of Support
Average: 8.8
8.8
Ease of Use
Average: 8.6
Seller Details
Seller
HubSpot
Company Website
Year Founded
2006
HQ Location
Cambridge, MA
Twitter
@HubSpot
789,318 Twitter followers
LinkedIn® Page
www.linkedin.com
10,898 employees on LinkedIn®
(182)4.9 out of 5
Optimized for quick response
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Evam is a leading technology company that provides comprehensive solutions and products for real-time, cross-channel customer experiences. Our cutting-edge continuous intelligence technology leverages

    Users
    No information available
    Industries
    • Banking
    • Telecommunications
    Market Segment
    • 39% Enterprise
    • 36% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Evam Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    79
    Helpful
    69
    Intuitive
    53
    Automation
    52
    Customer Support
    49
    Cons
    Learning Curve
    31
    Steep Learning Curve
    15
    Difficult Learning
    14
    Complex Features
    13
    Not Intuitive
    13
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Evam features and usability ratings that predict user satisfaction
    9.8
    Has the product been a good partner in doing business?
    Average: 9.0
    9.6
    Ease of Admin
    Average: 8.5
    9.6
    Quality of Support
    Average: 8.8
    9.3
    Ease of Use
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    EVAM
    Company Website
    Year Founded
    2015
    HQ Location
    London
    LinkedIn® Page
    www.linkedin.com
    125 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Evam is a leading technology company that provides comprehensive solutions and products for real-time, cross-channel customer experiences. Our cutting-edge continuous intelligence technology leverages

Users
No information available
Industries
  • Banking
  • Telecommunications
Market Segment
  • 39% Enterprise
  • 36% Mid-Market
Evam Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
79
Helpful
69
Intuitive
53
Automation
52
Customer Support
49
Cons
Learning Curve
31
Steep Learning Curve
15
Difficult Learning
14
Complex Features
13
Not Intuitive
13
Evam features and usability ratings that predict user satisfaction
9.8
Has the product been a good partner in doing business?
Average: 9.0
9.6
Ease of Admin
Average: 8.5
9.6
Quality of Support
Average: 8.8
9.3
Ease of Use
Average: 8.6
Seller Details
Seller
EVAM
Company Website
Year Founded
2015
HQ Location
London
LinkedIn® Page
www.linkedin.com
125 employees on LinkedIn®

This is how G2 Deals can help you:

  • Easily shop for curated – and trusted – software
  • Own your own software buying journey
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(400)4.3 out of 5
Optimized for quick response
7th Easiest To Use in Stream Analytics software
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    The Tealium Customer Data Hub (CDH) is a sophisticated customer data management solution designed to facilitate real-time connections among customer engagement data across an organization. By integrat

    Users
    • Web Analyst
    Industries
    • Retail
    • Financial Services
    Market Segment
    • 51% Enterprise
    • 29% Mid-Market
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • Tealium Customer Data Hub is a platform that centralizes customer data from multiple sources and makes it actionable in real time.
    • Users frequently mention the platform's ability to automate workflows, provide real-time information updates, and offer extensive customization to meet specific team needs.
    • Users experienced a steep learning curve during initial setup and integration, and found the platform to be less user-friendly than desired, requiring technical background to fully leverage its capabilities.
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Tealium Customer Data Hub Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    38
    Data Management
    34
    Integrations
    33
    Features
    31
    Audience Activation
    30
    Cons
    Learning Curve
    38
    Difficult Learning
    25
    Difficult Setup
    21
    Complexity
    20
    Steep Learning Curve
    17
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Tealium Customer Data Hub features and usability ratings that predict user satisfaction
    8.9
    Has the product been a good partner in doing business?
    Average: 9.0
    7.9
    Ease of Admin
    Average: 8.5
    8.9
    Quality of Support
    Average: 8.8
    7.7
    Ease of Use
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Tealium
    Company Website
    Year Founded
    2011
    HQ Location
    San Diego, CA
    Twitter
    @tealium
    4,758 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    533 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

The Tealium Customer Data Hub (CDH) is a sophisticated customer data management solution designed to facilitate real-time connections among customer engagement data across an organization. By integrat

Users
  • Web Analyst
Industries
  • Retail
  • Financial Services
Market Segment
  • 51% Enterprise
  • 29% Mid-Market
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • Tealium Customer Data Hub is a platform that centralizes customer data from multiple sources and makes it actionable in real time.
  • Users frequently mention the platform's ability to automate workflows, provide real-time information updates, and offer extensive customization to meet specific team needs.
  • Users experienced a steep learning curve during initial setup and integration, and found the platform to be less user-friendly than desired, requiring technical background to fully leverage its capabilities.
Tealium Customer Data Hub Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
38
Data Management
34
Integrations
33
Features
31
Audience Activation
30
Cons
Learning Curve
38
Difficult Learning
25
Difficult Setup
21
Complexity
20
Steep Learning Curve
17
Tealium Customer Data Hub features and usability ratings that predict user satisfaction
8.9
Has the product been a good partner in doing business?
Average: 9.0
7.9
Ease of Admin
Average: 8.5
8.9
Quality of Support
Average: 8.8
7.7
Ease of Use
Average: 8.6
Seller Details
Seller
Tealium
Company Website
Year Founded
2011
HQ Location
San Diego, CA
Twitter
@tealium
4,758 Twitter followers
LinkedIn® Page
www.linkedin.com
533 employees on LinkedIn®
(94)4.5 out of 5
7th Easiest To Use in Stream Analytics software
View top Consulting Services for Elastic Stack
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    See the Value in Your Data. Flexible analytics and visualization platform. Real-time summary and charting of streaming data. Intuitive interface for a variety of users. Instant sharing and embedding o

    Users
    • Software Engineer
    • Senior Software Engineer
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 44% Mid-Market
    • 36% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Elastic Stack 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
    Data Visualization
    3
    Easy Integrations
    3
    Flexibility
    3
    Integrations
    3
    Versatility
    3
    Cons
    Expensive
    2
    High Memory Usage
    2
    Resource Management
    2
    Bugs
    1
    Complexity Issues
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Elastic Stack features and usability ratings that predict user satisfaction
    8.4
    Has the product been a good partner in doing business?
    Average: 9.0
    7.5
    Ease of Admin
    Average: 8.5
    8.1
    Quality of Support
    Average: 8.8
    7.9
    Ease of Use
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Elastic
    Year Founded
    2012
    HQ Location
    San Francisco, CA
    Twitter
    @elastic
    64,199 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    4,418 employees on LinkedIn®
    Ownership
    NYSE: ESTC
Product Description
How are these determined?Information
This description is provided by the seller.

See the Value in Your Data. Flexible analytics and visualization platform. Real-time summary and charting of streaming data. Intuitive interface for a variety of users. Instant sharing and embedding o

Users
  • Software Engineer
  • Senior Software Engineer
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 44% Mid-Market
  • 36% Enterprise
Elastic Stack 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
Data Visualization
3
Easy Integrations
3
Flexibility
3
Integrations
3
Versatility
3
Cons
Expensive
2
High Memory Usage
2
Resource Management
2
Bugs
1
Complexity Issues
1
Elastic Stack features and usability ratings that predict user satisfaction
8.4
Has the product been a good partner in doing business?
Average: 9.0
7.5
Ease of Admin
Average: 8.5
8.1
Quality of Support
Average: 8.8
7.9
Ease of Use
Average: 8.6
Seller Details
Seller
Elastic
Year Founded
2012
HQ Location
San Francisco, CA
Twitter
@elastic
64,199 Twitter followers
LinkedIn® Page
www.linkedin.com
4,418 employees on LinkedIn®
Ownership
NYSE: ESTC
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Amazon Kinesis Data Streams is a massively scalable, durable, and low-cost streaming data service. Kinesis Data Streams can continuously capture gigabytes of data per second from hundreds of thousands

    Users
    • Software Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 37% Enterprise
    • 37% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Amazon Kinesis Data Streams 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
    API Integration
    1
    Cloud Services
    1
    Data Management
    1
    Fast Processing
    1
    Integrations
    1
    Cons
    Complexity
    1
    Complexity Issues
    1
    Complex Setup
    1
    Difficult Setup
    1
    Expensive
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Amazon Kinesis Data Streams features and usability ratings that predict user satisfaction
    8.6
    Has the product been a good partner in doing business?
    Average: 9.0
    8.4
    Ease of Admin
    Average: 8.5
    8.7
    Quality of Support
    Average: 8.8
    8.3
    Ease of Use
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2006
    HQ Location
    Seattle, WA
    Twitter
    @awscloud
    2,219,847 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    143,584 employees on LinkedIn®
    Ownership
    NASDAQ: AMZN
Product Description
How are these determined?Information
This description is provided by the seller.

Amazon Kinesis Data Streams is a massively scalable, durable, and low-cost streaming data service. Kinesis Data Streams can continuously capture gigabytes of data per second from hundreds of thousands

Users
  • Software Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 37% Enterprise
  • 37% Mid-Market
Amazon Kinesis Data Streams 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
API Integration
1
Cloud Services
1
Data Management
1
Fast Processing
1
Integrations
1
Cons
Complexity
1
Complexity Issues
1
Complex Setup
1
Difficult Setup
1
Expensive
1
Amazon Kinesis Data Streams features and usability ratings that predict user satisfaction
8.6
Has the product been a good partner in doing business?
Average: 9.0
8.4
Ease of Admin
Average: 8.5
8.7
Quality of Support
Average: 8.8
8.3
Ease of Use
Average: 8.6
Seller Details
Year Founded
2006
HQ Location
Seattle, WA
Twitter
@awscloud
2,219,847 Twitter followers
LinkedIn® Page
www.linkedin.com
143,584 employees on LinkedIn®
Ownership
NASDAQ: AMZN
(114)4.0 out of 5
Optimized for quick response
Save to My Lists
Entry Level Price:Contact Us
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

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

    Users
    • Data Engineer
    • Software Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 42% Enterprise
    • 33% 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
    27
    User Interface
    15
    Data Management
    13
    Data Pipelining
    12
    Integrations
    12
    Cons
    Learning Curve
    12
    Expensive
    8
    Steep Learning Curve
    8
    Learning Difficulty
    7
    Poor Documentation
    7
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • IBM StreamSets features and usability ratings that predict user satisfaction
    8.2
    Has the product been a good partner in doing business?
    Average: 9.0
    7.8
    Ease of Admin
    Average: 8.5
    8.0
    Quality of Support
    Average: 8.8
    8.4
    Ease of Use
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    IBM
    Company Website
    Year Founded
    1911
    HQ Location
    Armonk, NY
    Twitter
    @IBM
    710,904 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    322,159 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
  • Software Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 42% Enterprise
  • 33% 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
27
User Interface
15
Data Management
13
Data Pipelining
12
Integrations
12
Cons
Learning Curve
12
Expensive
8
Steep Learning Curve
8
Learning Difficulty
7
Poor Documentation
7
IBM StreamSets features and usability ratings that predict user satisfaction
8.2
Has the product been a good partner in doing business?
Average: 9.0
7.8
Ease of Admin
Average: 8.5
8.0
Quality of Support
Average: 8.8
8.4
Ease of Use
Average: 8.6
Seller Details
Seller
IBM
Company Website
Year Founded
1911
HQ Location
Armonk, NY
Twitter
@IBM
710,904 Twitter followers
LinkedIn® Page
www.linkedin.com
322,159 employees on LinkedIn®
(112)4.4 out of 5
3rd Easiest To Use in Stream Analytics software
Save to My Lists
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Cloud-native service for data in motion built by the original creators of Apache Kafka® Today’s consumers have the world at their fingertips and hold an unforgiving expectation for end-to-end real-ti

    Users
    • Senior Software Engineer
    • Software Engineer
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 36% Enterprise
    • 35% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Confluent 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
    Cloud Computing
    1
    Cloud Services
    1
    Connectors
    1
    Data Integration
    1
    Documentation
    1
    Cons
    Cost Estimation
    1
    Expensive
    1
    Initial Difficulties
    1
    Lack of Features
    1
    Learning Curve
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Confluent features and usability ratings that predict user satisfaction
    8.5
    Has the product been a good partner in doing business?
    Average: 9.0
    8.1
    Ease of Admin
    Average: 8.5
    8.3
    Quality of Support
    Average: 8.8
    8.4
    Ease of Use
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Confluent
    Year Founded
    2014
    HQ Location
    Mountain View, California
    Twitter
    @ConfluentInc
    43,517 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    3,568 employees on LinkedIn®
    Ownership
    NASDAQ: CFLT
Product Description
How are these determined?Information
This description is provided by the seller.

Cloud-native service for data in motion built by the original creators of Apache Kafka® Today’s consumers have the world at their fingertips and hold an unforgiving expectation for end-to-end real-ti

Users
  • Senior Software Engineer
  • Software Engineer
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 36% Enterprise
  • 35% Small-Business
Confluent 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
Cloud Computing
1
Cloud Services
1
Connectors
1
Data Integration
1
Documentation
1
Cons
Cost Estimation
1
Expensive
1
Initial Difficulties
1
Lack of Features
1
Learning Curve
1
Confluent features and usability ratings that predict user satisfaction
8.5
Has the product been a good partner in doing business?
Average: 9.0
8.1
Ease of Admin
Average: 8.5
8.3
Quality of Support
Average: 8.8
8.4
Ease of Use
Average: 8.6
Seller Details
Seller
Confluent
Year Founded
2014
HQ Location
Mountain View, California
Twitter
@ConfluentInc
43,517 Twitter followers
LinkedIn® Page
www.linkedin.com
3,568 employees on LinkedIn®
Ownership
NASDAQ: CFLT
(21)4.0 out of 5
View top Consulting Services for Amazon Managed Streaming for Apache Kafka (Amazon MSK)
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Amazon Managed Streaming for Apache Kafka (Amazon MSK) is an AWS streaming data service that manages Apache Kafka infrastructure and operations, making it easy for developers and DevOps managers to ru

    Users
    No information available
    Industries
    • Computer Software
    Market Segment
    • 48% Small-Business
    • 38% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Amazon Managed Streaming for Apache Kafka (Amazon MSK) features and usability ratings that predict user satisfaction
    8.1
    Has the product been a good partner in doing business?
    Average: 9.0
    8.8
    Ease of Admin
    Average: 8.5
    8.9
    Quality of Support
    Average: 8.8
    8.3
    Ease of Use
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2006
    HQ Location
    Seattle, WA
    Twitter
    @awscloud
    2,219,847 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    143,584 employees on LinkedIn®
    Ownership
    NASDAQ: AMZN
Product Description
How are these determined?Information
This description is provided by the seller.

Amazon Managed Streaming for Apache Kafka (Amazon MSK) is an AWS streaming data service that manages Apache Kafka infrastructure and operations, making it easy for developers and DevOps managers to ru

Users
No information available
Industries
  • Computer Software
Market Segment
  • 48% Small-Business
  • 38% Mid-Market
Amazon Managed Streaming for Apache Kafka (Amazon MSK) features and usability ratings that predict user satisfaction
8.1
Has the product been a good partner in doing business?
Average: 9.0
8.8
Ease of Admin
Average: 8.5
8.9
Quality of Support
Average: 8.8
8.3
Ease of Use
Average: 8.6
Seller Details
Year Founded
2006
HQ Location
Seattle, WA
Twitter
@awscloud
2,219,847 Twitter followers
LinkedIn® Page
www.linkedin.com
143,584 employees on LinkedIn®
Ownership
NASDAQ: AMZN
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Amazon Kinesis is a suite of managed services designed to collect, process, and analyze real-time streaming data at scale. It enables organizations to handle large volumes of data from diverse sources

    Users
    No information available
    Industries
    • Information Technology and Services
    Market Segment
    • 42% Mid-Market
    • 35% Small-Business
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Amazon Kinesis features and usability ratings that predict user satisfaction
    9.3
    Has the product been a good partner in doing business?
    Average: 9.0
    8.6
    Ease of Admin
    Average: 8.5
    9.1
    Quality of Support
    Average: 8.8
    8.7
    Ease of Use
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2006
    HQ Location
    Seattle, WA
    Twitter
    @awscloud
    2,219,847 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    143,584 employees on LinkedIn®
    Ownership
    NASDAQ: AMZN
Product Description
How are these determined?Information
This description is provided by the seller.

Amazon Kinesis is a suite of managed services designed to collect, process, and analyze real-time streaming data at scale. It enables organizations to handle large volumes of data from diverse sources

Users
No information available
Industries
  • Information Technology and Services
Market Segment
  • 42% Mid-Market
  • 35% Small-Business
Amazon Kinesis features and usability ratings that predict user satisfaction
9.3
Has the product been a good partner in doing business?
Average: 9.0
8.6
Ease of Admin
Average: 8.5
9.1
Quality of Support
Average: 8.8
8.7
Ease of Use
Average: 8.6
Seller Details
Year Founded
2006
HQ Location
Seattle, WA
Twitter
@awscloud
2,219,847 Twitter followers
LinkedIn® Page
www.linkedin.com
143,584 employees on LinkedIn®
Ownership
NASDAQ: AMZN
(99)4.2 out of 5
4th Easiest To Use in Stream Analytics software
View top Consulting Services for Amazon OpenSearch Service
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Amazon OpenSearch Service securely unlocks real-time search, monitoring, and analysis of business and operational data for use cases like application monitoring, log analytics, observability, and webs

    Users
    • Technical Lead
    • Software Engineer
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 37% Mid-Market
    • 32% Enterprise
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Amazon OpenSearch Service features and usability ratings that predict user satisfaction
    8.4
    Has the product been a good partner in doing business?
    Average: 9.0
    8.2
    Ease of Admin
    Average: 8.5
    8.0
    Quality of Support
    Average: 8.8
    8.5
    Ease of Use
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2006
    HQ Location
    Seattle, WA
    Twitter
    @awscloud
    2,219,847 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    143,584 employees on LinkedIn®
    Ownership
    NASDAQ: AMZN
Product Description
How are these determined?Information
This description is provided by the seller.

Amazon OpenSearch Service securely unlocks real-time search, monitoring, and analysis of business and operational data for use cases like application monitoring, log analytics, observability, and webs

Users
  • Technical Lead
  • Software Engineer
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 37% Mid-Market
  • 32% Enterprise
Amazon OpenSearch Service features and usability ratings that predict user satisfaction
8.4
Has the product been a good partner in doing business?
Average: 9.0
8.2
Ease of Admin
Average: 8.5
8.0
Quality of Support
Average: 8.8
8.5
Ease of Use
Average: 8.6
Seller Details
Year Founded
2006
HQ Location
Seattle, WA
Twitter
@awscloud
2,219,847 Twitter followers
LinkedIn® Page
www.linkedin.com
143,584 employees on LinkedIn®
Ownership
NASDAQ: AMZN
(36)4.5 out of 5
View top Consulting Services for Google Cloud Pub/Sub
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Ingest event streams from anywhere, at any scale, for simple, reliable, real-time stream analytics

    Users
    No information available
    Industries
    • Computer Software
    Market Segment
    • 39% Small-Business
    • 33% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Google Cloud Pub/Sub 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
    1
    Customer Support
    1
    Ease of Use
    1
    Easy Access
    1
    Integrations
    1
    Cons
    Slow Processing
    2
    Expensive
    1
    Limited Search Functionality
    1
    Messaging Issues
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Google Cloud Pub/Sub features and usability ratings that predict user satisfaction
    8.7
    Has the product been a good partner in doing business?
    Average: 9.0
    7.8
    Ease of Admin
    Average: 8.5
    8.8
    Quality of Support
    Average: 8.8
    8.6
    Ease of Use
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Google
    Year Founded
    1998
    HQ Location
    Mountain View, CA
    Twitter
    @google
    31,716,915 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    311,319 employees on LinkedIn®
    Ownership
    NASDAQ:GOOG
Product Description
How are these determined?Information
This description is provided by the seller.

Ingest event streams from anywhere, at any scale, for simple, reliable, real-time stream analytics

Users
No information available
Industries
  • Computer Software
Market Segment
  • 39% Small-Business
  • 33% Mid-Market
Google Cloud Pub/Sub 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
1
Customer Support
1
Ease of Use
1
Easy Access
1
Integrations
1
Cons
Slow Processing
2
Expensive
1
Limited Search Functionality
1
Messaging Issues
1
Google Cloud Pub/Sub features and usability ratings that predict user satisfaction
8.7
Has the product been a good partner in doing business?
Average: 9.0
7.8
Ease of Admin
Average: 8.5
8.8
Quality of Support
Average: 8.8
8.6
Ease of Use
Average: 8.6
Seller Details
Seller
Google
Year Founded
1998
HQ Location
Mountain View, CA
Twitter
@google
31,716,915 Twitter followers
LinkedIn® Page
www.linkedin.com
311,319 employees on LinkedIn®
Ownership
NASDAQ:GOOG
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Azure IoT Central brings the Internet of your things to life by connecting your devices, analyzing previously- untapped data, and integrate business systems and transforming your company when you unco

    Users
    No information available
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 46% Small-Business
    • 29% Enterprise
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Azure IoT Central features and usability ratings that predict user satisfaction
    8.3
    Has the product been a good partner in doing business?
    Average: 9.0
    8.3
    Ease of Admin
    Average: 8.5
    9.1
    Quality of Support
    Average: 8.8
    9.4
    Ease of Use
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Microsoft
    Year Founded
    1975
    HQ Location
    Redmond, Washington
    Twitter
    @microsoft
    13,570,889 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    220,934 employees on LinkedIn®
    Ownership
    MSFT
Product Description
How are these determined?Information
This description is provided by the seller.

Azure IoT Central brings the Internet of your things to life by connecting your devices, analyzing previously- untapped data, and integrate business systems and transforming your company when you unco

Users
No information available
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 46% Small-Business
  • 29% Enterprise
Azure IoT Central features and usability ratings that predict user satisfaction
8.3
Has the product been a good partner in doing business?
Average: 9.0
8.3
Ease of Admin
Average: 8.5
9.1
Quality of Support
Average: 8.8
9.4
Ease of Use
Average: 8.6
Seller Details
Seller
Microsoft
Year Founded
1975
HQ Location
Redmond, Washington
Twitter
@microsoft
13,570,889 Twitter followers
LinkedIn® Page
www.linkedin.com
220,934 employees on LinkedIn®
Ownership
MSFT
(365)4.2 out of 5
Optimized for quick response
8th Easiest To Use in Stream Analytics software
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Spotfire® is a visual data science platform designed to help organizations address complex, industry-specific challenges by effectively utilizing data. This solution offers a range of flexible packagi

    Users
    • Student
    • Manager
    Industries
    • Oil & Energy
    • Information Technology and Services
    Market Segment
    • 51% Enterprise
    • 26% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Spotfire Analytics 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
    42
    Data Visualization
    39
    Insights
    27
    Visualization
    25
    Easy Integrations
    22
    Cons
    Learning Curve
    29
    Expensive
    19
    Learning Difficulty
    19
    Complexity
    14
    Steep Learning Curve
    12
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Spotfire Analytics features and usability ratings that predict user satisfaction
    8.4
    Has the product been a good partner in doing business?
    Average: 9.0
    7.8
    Ease of Admin
    Average: 8.5
    7.8
    Quality of Support
    Average: 8.8
    8.1
    Ease of Use
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Spotfire
    Company Website
    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    103 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Spotfire® is a visual data science platform designed to help organizations address complex, industry-specific challenges by effectively utilizing data. This solution offers a range of flexible packagi

Users
  • Student
  • Manager
Industries
  • Oil & Energy
  • Information Technology and Services
Market Segment
  • 51% Enterprise
  • 26% Mid-Market
Spotfire Analytics 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
42
Data Visualization
39
Insights
27
Visualization
25
Easy Integrations
22
Cons
Learning Curve
29
Expensive
19
Learning Difficulty
19
Complexity
14
Steep Learning Curve
12
Spotfire Analytics features and usability ratings that predict user satisfaction
8.4
Has the product been a good partner in doing business?
Average: 9.0
7.8
Ease of Admin
Average: 8.5
7.8
Quality of Support
Average: 8.8
8.1
Ease of Use
Average: 8.6
Seller Details
Seller
Spotfire
Company Website
HQ Location
N/A
LinkedIn® Page
www.linkedin.com
103 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Azure Event Hubs is a scalable data streaming platform and event ingestion service, capable of receiving and processing millions of events per second. Event Hubs processes and stores events, data, or

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 69% Small-Business
    • 31% Enterprise
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Azure Event Hubs features and usability ratings that predict user satisfaction
    9.2
    Has the product been a good partner in doing business?
    Average: 9.0
    8.8
    Ease of Admin
    Average: 8.5
    9.0
    Quality of Support
    Average: 8.8
    8.3
    Ease of Use
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Microsoft
    Year Founded
    1975
    HQ Location
    Redmond, Washington
    Twitter
    @microsoft
    13,570,889 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    220,934 employees on LinkedIn®
    Ownership
    MSFT
Product Description
How are these determined?Information
This description is provided by the seller.

Azure Event Hubs is a scalable data streaming platform and event ingestion service, capable of receiving and processing millions of events per second. Event Hubs processes and stores events, data, or

Users
No information available
Industries
No information available
Market Segment
  • 69% Small-Business
  • 31% Enterprise
Azure Event Hubs features and usability ratings that predict user satisfaction
9.2
Has the product been a good partner in doing business?
Average: 9.0
8.8
Ease of Admin
Average: 8.5
9.0
Quality of Support
Average: 8.8
8.3
Ease of Use
Average: 8.6
Seller Details
Seller
Microsoft
Year Founded
1975
HQ Location
Redmond, Washington
Twitter
@microsoft
13,570,889 Twitter followers
LinkedIn® Page
www.linkedin.com
220,934 employees on LinkedIn®
Ownership
MSFT
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    GridGain® is an in-memory computing platform solution designed to help organizations manage and process large volumes of data in real-time. Built on the robust Apache® Ignite™ framework, GridGain enab

    Users
    No information available
    Industries
    • Information Technology and Services
    Market Segment
    • 69% Small-Business
    • 19% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • GridGain 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
    Real-time Analytics
    4
    Real-time Processing
    4
    Scalability
    4
    Fast Communication
    3
    Features
    2
    Cons
    Learning Curve
    5
    Steep Learning Curve
    4
    Difficult Setup
    2
    Expensive
    2
    Complex Implementation
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • GridGain features and usability ratings that predict user satisfaction
    9.7
    Has the product been a good partner in doing business?
    Average: 9.0
    8.6
    Ease of Admin
    Average: 8.5
    9.1
    Quality of Support
    Average: 8.8
    7.3
    Ease of Use
    Average: 8.6
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2007
    HQ Location
    Foster City, California
    Twitter
    @gridgain
    5,540 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    123 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

GridGain® is an in-memory computing platform solution designed to help organizations manage and process large volumes of data in real-time. Built on the robust Apache® Ignite™ framework, GridGain enab

Users
No information available
Industries
  • Information Technology and Services
Market Segment
  • 69% Small-Business
  • 19% Mid-Market
GridGain 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
Real-time Analytics
4
Real-time Processing
4
Scalability
4
Fast Communication
3
Features
2
Cons
Learning Curve
5
Steep Learning Curve
4
Difficult Setup
2
Expensive
2
Complex Implementation
1
GridGain features and usability ratings that predict user satisfaction
9.7
Has the product been a good partner in doing business?
Average: 9.0
8.6
Ease of Admin
Average: 8.5
9.1
Quality of Support
Average: 8.8
7.3
Ease of Use
Average: 8.6
Seller Details
Year Founded
2007
HQ Location
Foster City, California
Twitter
@gridgain
5,540 Twitter followers
LinkedIn® Page
www.linkedin.com
123 employees on LinkedIn®