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Best Message Queue Systems

Tian Lin
TL
Researched and written by Tian Lin

Message queue (MQ) software is used to enable process-related communication between IT systems. The queue provides asynchronous protocols to allow senders and receivers to communicate remotely and at different times. Messages can consist of requests, replies, or alerts, depending on the sender’s need. The queue facilitates service-to-service communications by storing, processing, and deleting actions as they are completed. Some message queue tools utilize the publisher/subscriber pattern, which is typically used in large, message-oriented middleware systems.

MQ tools are typically leveraged by IT professionals, system administrators, and software developers. Companies use message queue software to coordinate distributed applications, simplify coding disparate applications, improve performance, and automate communication-related tasks. MQ solutions provide a buffer that allows users working on separate systems to submit messages into temporary storage until action is required.

To qualify for inclusion in the Message Queue (MQ) category, a product must:

Facilitate asynchronous messaging
Store, deliver, and delete messages
Document communication information
Allow administrative control over messaging permissions

Best Message Queue (MQ) Software At A Glance

Best for Small Businesses:
MuleSoft Anypoint Platform
MuleSoft Anypoint Platform
Best for Mid-Market:
IBM MQ
IBM MQ
Best for Enterprise:
MuleSoft Anypoint Platform
MuleSoft Anypoint Platform
Highest User Satisfaction:
MuleSoft Anypoint Platform
MuleSoft Anypoint Platform
Best Free Software:
MuleSoft Anypoint Platform
MuleSoft Anypoint Platform
Show LessShow More
Best for Enterprise:
MuleSoft Anypoint Platform
MuleSoft Anypoint Platform
Highest User Satisfaction:
MuleSoft Anypoint Platform
MuleSoft Anypoint Platform
Best Free Software:
MuleSoft Anypoint Platform
MuleSoft Anypoint Platform

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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53 Listings in Message Queue (MQ) Available
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    G2 Score
IBM MQ
By IBM
(164)4.3 out of 5
Optimized for quick response
9th Easiest To Use in Message Queue (MQ) software
Save to My Lists
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    IBM MQ connects applications and microservices in private datacenters, across hybrid or multi-cloud environments, and at the edge of the enterprise. It allows businesses, from large enterprises to sta

    Users
    • Senior Software Engineer
    • Technical Lead
    Industries
    • Banking
    • Information Technology and Services
    Market Segment
    • 64% Enterprise
    • 26% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • IBM MQ features and usability ratings that predict user satisfaction
    8.6
    Application Integration
    Average: 8.6
    8.0
    Plugins and integrations
    Average: 8.3
    8.5
    Data Integration
    Average: 8.7
    8.5
    Has the product been a good partner in doing business?
    Average: 8.7
  • 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 MQ connects applications and microservices in private datacenters, across hybrid or multi-cloud environments, and at the edge of the enterprise. It allows businesses, from large enterprises to sta

Users
  • Senior Software Engineer
  • Technical Lead
Industries
  • Banking
  • Information Technology and Services
Market Segment
  • 64% Enterprise
  • 26% Mid-Market
IBM MQ features and usability ratings that predict user satisfaction
8.6
Application Integration
Average: 8.6
8.0
Plugins and integrations
Average: 8.3
8.5
Data Integration
Average: 8.7
8.5
Has the product been a good partner in doing business?
Average: 8.7
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®
MuleSoft Anypoint Platform
By Salesforce
(694)4.5 out of 5
Optimized for quick response
7th Easiest To Use in Message Queue (MQ) software
View top Consulting Services for MuleSoft Anypoint Platform
Save to My Lists
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    MuleSoft enables businesses to transform into customer-first companies by enabling a single customer view across hundreds of systems and touchpoints using one unified platform. With MuleSoft, organiza

    Users
    • Software Engineer
    • Senior Consultant
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 58% Enterprise
    • 29% Mid-Market
    User Sentiment
    How are these determined?Information
    These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
    • MuleSoft Anypoint Platform is a tool designed for integrating applications, data, and devices across on-premises and cloud environments.
    • Users frequently mention the platform's user-friendly interface, robust API management capabilities, and the efficiency it provides in building and managing integrations at scale.
    • Reviewers mentioned the relatively high cost of the platform, especially for smaller organizations or projects with limited budgets, and a steep initial learning curve.
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • MuleSoft Anypoint Platform Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    86
    Integrations
    80
    Integration Capabilities
    79
    API Management
    77
    Easy Integrations
    73
    Cons
    Expensive
    44
    Pricing Issues
    31
    Learning Difficulty
    23
    Learning Curve
    22
    Steep Learning Curve
    21
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • MuleSoft Anypoint Platform features and usability ratings that predict user satisfaction
    9.1
    Application Integration
    Average: 8.6
    8.7
    Plugins and integrations
    Average: 8.3
    8.8
    Data Integration
    Average: 8.7
    8.7
    Has the product been a good partner in doing business?
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Salesforce
    Company Website
    Year Founded
    1999
    HQ Location
    San Francisco, CA
    Twitter
    @salesforce
    584,242 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    78,543 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

MuleSoft enables businesses to transform into customer-first companies by enabling a single customer view across hundreds of systems and touchpoints using one unified platform. With MuleSoft, organiza

Users
  • Software Engineer
  • Senior Consultant
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 58% Enterprise
  • 29% Mid-Market
User Sentiment
How are these determined?Information
These insights, currently in beta, are compiled from user reviews and grouped to display a high-level overview of the software.
  • MuleSoft Anypoint Platform is a tool designed for integrating applications, data, and devices across on-premises and cloud environments.
  • Users frequently mention the platform's user-friendly interface, robust API management capabilities, and the efficiency it provides in building and managing integrations at scale.
  • Reviewers mentioned the relatively high cost of the platform, especially for smaller organizations or projects with limited budgets, and a steep initial learning curve.
MuleSoft Anypoint Platform Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
86
Integrations
80
Integration Capabilities
79
API Management
77
Easy Integrations
73
Cons
Expensive
44
Pricing Issues
31
Learning Difficulty
23
Learning Curve
22
Steep Learning Curve
21
MuleSoft Anypoint Platform features and usability ratings that predict user satisfaction
9.1
Application Integration
Average: 8.6
8.7
Plugins and integrations
Average: 8.3
8.8
Data Integration
Average: 8.7
8.7
Has the product been a good partner in doing business?
Average: 8.7
Seller Details
Seller
Salesforce
Company Website
Year Founded
1999
HQ Location
San Francisco, CA
Twitter
@salesforce
584,242 Twitter followers
LinkedIn® Page
www.linkedin.com
78,543 employees on LinkedIn®
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RabbitMQ
By Broadcom
(47)4.1 out of 5
3rd Easiest To Use in Message Queue (MQ) software
Save to My Lists
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    RabbitMQ is the most popular open source message broker, with more than 35,000 production deployments world-wide. RabbitMQ is lightweight and easy to deploy on premises and in the cloud and runs on al

    Users
    • Software Engineer
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 40% Mid-Market
    • 36% Small-Business
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • RabbitMQ features and usability ratings that predict user satisfaction
    8.4
    Application Integration
    Average: 8.6
    7.8
    Plugins and integrations
    Average: 8.3
    7.9
    Data Integration
    Average: 8.7
    8.1
    Has the product been a good partner in doing business?
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Broadcom
    Year Founded
    1991
    HQ Location
    San Jose, CA
    Twitter
    @broadcom
    59,257 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    61,034 employees on LinkedIn®
    Ownership
    NASDAQ: CA
Product Description
How are these determined?Information
This description is provided by the seller.

RabbitMQ is the most popular open source message broker, with more than 35,000 production deployments world-wide. RabbitMQ is lightweight and easy to deploy on premises and in the cloud and runs on al

Users
  • Software Engineer
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 40% Mid-Market
  • 36% Small-Business
RabbitMQ features and usability ratings that predict user satisfaction
8.4
Application Integration
Average: 8.6
7.8
Plugins and integrations
Average: 8.3
7.9
Data Integration
Average: 8.7
8.1
Has the product been a good partner in doing business?
Average: 8.7
Seller Details
Seller
Broadcom
Year Founded
1991
HQ Location
San Jose, CA
Twitter
@broadcom
59,257 Twitter followers
LinkedIn® Page
www.linkedin.com
61,034 employees on LinkedIn®
Ownership
NASDAQ: CA
Read RabbitMQ Reviews
Google Cloud Pub/Sub
By Google
(44)4.5 out of 5
View top Consulting Services for Google Cloud Pub/Sub
Save to My Lists
  • 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
    • 30% Small-Business
    • 27% 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
    User Interface
    3
    Ease of Use
    2
    Fast Communication
    2
    Integrations
    2
    Cloud Services
    1
    Cons
    Limitations
    2
    Messaging Issues
    2
    Limited Search Functionality
    1
    Resource Management
    1
    Slow Processing
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Google Cloud Pub/Sub features and usability ratings that predict user satisfaction
    9.0
    Application Integration
    Average: 8.6
    8.6
    Plugins and integrations
    Average: 8.3
    9.0
    Data Integration
    Average: 8.7
    8.8
    Has the product been a good partner in doing business?
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Google
    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®
    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
  • 30% Small-Business
  • 27% 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
User Interface
3
Ease of Use
2
Fast Communication
2
Integrations
2
Cloud Services
1
Cons
Limitations
2
Messaging Issues
2
Limited Search Functionality
1
Resource Management
1
Slow Processing
1
Google Cloud Pub/Sub features and usability ratings that predict user satisfaction
9.0
Application Integration
Average: 8.6
8.6
Plugins and integrations
Average: 8.3
9.0
Data Integration
Average: 8.7
8.8
Has the product been a good partner in doing business?
Average: 8.7
Seller Details
Seller
Google
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®
Ownership
NASDAQ:GOOG
Read Google Cloud Pub/Sub Reviews
Apache Kafka
By The Apache Software Foundation
(122)4.5 out of 5
8th Easiest To Use in Message Queue (MQ) software
Save to My Lists
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Apache Kafka is an open-source stream processing platform developed by the Apache Software Foundation written in Scala and Java.

    Users
    • Software Engineer
    • Senior Software Engineer
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 48% Enterprise
    • 33% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • Apache Kafka 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 Streaming
    5
    Streaming
    5
    Ease of Use
    4
    Integrations
    4
    Easy Integrations
    3
    Cons
    Complexity
    2
    Data Management Issues
    2
    Dependency Issues
    2
    Learning Curve
    2
    Learning Difficulty
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Apache Kafka features and usability ratings that predict user satisfaction
    8.8
    Application Integration
    Average: 8.6
    8.1
    Plugins and integrations
    Average: 8.3
    8.4
    Data Integration
    Average: 8.7
    8.3
    Has the product been a good partner in doing business?
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    The Apache Software Foundation
    Year Founded
    1999
    HQ Location
    Wakefield, MA
    Twitter
    @TheASF
    66,229 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    2,291 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Apache Kafka is an open-source stream processing platform developed by the Apache Software Foundation written in Scala and Java.

Users
  • Software Engineer
  • Senior Software Engineer
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 48% Enterprise
  • 33% Mid-Market
Apache Kafka 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 Streaming
5
Streaming
5
Ease of Use
4
Integrations
4
Easy Integrations
3
Cons
Complexity
2
Data Management Issues
2
Dependency Issues
2
Learning Curve
2
Learning Difficulty
2
Apache Kafka features and usability ratings that predict user satisfaction
8.8
Application Integration
Average: 8.6
8.1
Plugins and integrations
Average: 8.3
8.4
Data Integration
Average: 8.7
8.3
Has the product been a good partner in doing business?
Average: 8.7
Seller Details
Seller
The Apache Software Foundation
Year Founded
1999
HQ Location
Wakefield, MA
Twitter
@TheASF
66,229 Twitter followers
LinkedIn® Page
www.linkedin.com
2,291 employees on LinkedIn®
Read Apache Kafka Reviews
Hookdeck
By Hookdeck
(59)4.8 out of 5
2nd Easiest To Use in Message Queue (MQ) software
Save to My Lists
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Hookdeck is a fast and reliable event gateway for receiving, processing, and delivering asynchronous messages. It centralizes and streamlines communication between services – external providers (e.g.

    Users
    No information available
    Industries
    • Computer Software
    • Marketing and Advertising
    Market Segment
    • 66% Small-Business
    • 24% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • Hookdeck 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
    41
    Customer Support
    13
    Easy Setup
    12
    Features
    11
    Real-time Monitoring
    10
    Cons
    Missing Features
    11
    Learning Curve
    6
    Poor Interface
    5
    Interface Complexity
    3
    Learning Difficulty
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Hookdeck features and usability ratings that predict user satisfaction
    8.9
    Application Integration
    Average: 8.6
    7.7
    Plugins and integrations
    Average: 8.3
    8.9
    Data Integration
    Average: 8.7
    9.7
    Has the product been a good partner in doing business?
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Hookdeck
    HQ Location
    Montreal, Quebec
    LinkedIn® Page
    www.linkedin.com
    8 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Hookdeck is a fast and reliable event gateway for receiving, processing, and delivering asynchronous messages. It centralizes and streamlines communication between services – external providers (e.g.

Users
No information available
Industries
  • Computer Software
  • Marketing and Advertising
Market Segment
  • 66% Small-Business
  • 24% Mid-Market
Hookdeck 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
41
Customer Support
13
Easy Setup
12
Features
11
Real-time Monitoring
10
Cons
Missing Features
11
Learning Curve
6
Poor Interface
5
Interface Complexity
3
Learning Difficulty
3
Hookdeck features and usability ratings that predict user satisfaction
8.9
Application Integration
Average: 8.6
7.7
Plugins and integrations
Average: 8.3
8.9
Data Integration
Average: 8.7
9.7
Has the product been a good partner in doing business?
Average: 8.7
Seller Details
Seller
Hookdeck
HQ Location
Montreal, Quebec
LinkedIn® Page
www.linkedin.com
8 employees on LinkedIn®
Read Hookdeck Reviews
TIBCO Messaging
By TIBCO
(42)4.4 out of 5
Save to My Lists
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Real-time data is fundamental to the digital business that must operate at unprecedented speeds and agility, demanding a messaging system with high performance, throughput, and availability to ensure

    Users
    No information available
    Industries
    • Information Technology and Services
    Market Segment
    • 50% Enterprise
    • 29% Small-Business
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • TIBCO Messaging features and usability ratings that predict user satisfaction
    9.5
    Application Integration
    Average: 8.6
    8.9
    Plugins and integrations
    Average: 8.3
    9.0
    Data Integration
    Average: 8.7
    9.3
    Has the product been a good partner in doing business?
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    TIBCO
    Year Founded
    1997
    HQ Location
    Santa Clara, CA
    Twitter
    @TIBCO
    21,026 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    2,767 employees on LinkedIn®
    Phone
    1 650 846 1000
Product Description
How are these determined?Information
This description is provided by the seller.

Real-time data is fundamental to the digital business that must operate at unprecedented speeds and agility, demanding a messaging system with high performance, throughput, and availability to ensure

Users
No information available
Industries
  • Information Technology and Services
Market Segment
  • 50% Enterprise
  • 29% Small-Business
TIBCO Messaging features and usability ratings that predict user satisfaction
9.5
Application Integration
Average: 8.6
8.9
Plugins and integrations
Average: 8.3
9.0
Data Integration
Average: 8.7
9.3
Has the product been a good partner in doing business?
Average: 8.7
Seller Details
Seller
TIBCO
Year Founded
1997
HQ Location
Santa Clara, CA
Twitter
@TIBCO
21,026 Twitter followers
LinkedIn® Page
www.linkedin.com
2,767 employees on LinkedIn®
Phone
1 650 846 1000
Read TIBCO Messaging Reviews
Ably Realtime
By Ably Realtime
(62)4.8 out of 5
1st Easiest To Use in Message Queue (MQ) 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.

    Ably is the definitive realtime experience platform. We power more WebSocket connections than any other pub/sub platform, serving over a billion devices monthly. Businesses like HubSpot, NASCAR and We

    Users
    • Software Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 48% Small-Business
    • 29% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • Ably Realtime Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Customer Support
    18
    Ease of Use
    18
    Reliability
    16
    Easy Integrations
    11
    Implementation Ease
    11
    Cons
    Expensive
    6
    Poor Documentation
    5
    Missing Features
    3
    Pricing Issues
    3
    Limitations
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Ably Realtime features and usability ratings that predict user satisfaction
    9.4
    Application Integration
    Average: 8.6
    8.3
    Plugins and integrations
    Average: 8.3
    9.4
    Data Integration
    Average: 8.7
    9.3
    Has the product been a good partner in doing business?
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Ably Realtime
    Year Founded
    2016
    HQ Location
    London, GB
    Twitter
    @ablyrealtime
    1,849 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.

Ably is the definitive realtime experience platform. We power more WebSocket connections than any other pub/sub platform, serving over a billion devices monthly. Businesses like HubSpot, NASCAR and We

Users
  • Software Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 48% Small-Business
  • 29% Mid-Market
Ably Realtime Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Customer Support
18
Ease of Use
18
Reliability
16
Easy Integrations
11
Implementation Ease
11
Cons
Expensive
6
Poor Documentation
5
Missing Features
3
Pricing Issues
3
Limitations
2
Ably Realtime features and usability ratings that predict user satisfaction
9.4
Application Integration
Average: 8.6
8.3
Plugins and integrations
Average: 8.3
9.4
Data Integration
Average: 8.7
9.3
Has the product been a good partner in doing business?
Average: 8.7
Seller Details
Seller
Ably Realtime
Year Founded
2016
HQ Location
London, GB
Twitter
@ablyrealtime
1,849 Twitter followers
LinkedIn® Page
www.linkedin.com
110 employees on LinkedIn®
Read Ably Realtime Reviews
HiveMQ
By HiveMQ
(38)4.7 out of 5
6th Easiest To Use in Message Queue (MQ) software
Save to My Lists
Free trial available
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    HiveMQ is the most trusted enterprise MQTT platform, purpose-built to connect anything via MQTT, communicate reliably, and control IoT data. The platform can be deployed anywhere, on-premise or in the

    Users
    No information available
    Industries
    • Information Technology and Services
    Market Segment
    • 47% Mid-Market
    • 29% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • HiveMQ Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Customer Support
    9
    Integrations
    8
    Data Management
    7
    Reliability
    7
    Features
    6
    Cons
    Expensive
    7
    Technical Issues
    6
    Usability Issues
    6
    Difficult Learning
    3
    Poor Interface
    3
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • HiveMQ features and usability ratings that predict user satisfaction
    9.4
    Application Integration
    Average: 8.6
    9.2
    Plugins and integrations
    Average: 8.3
    9.2
    Data Integration
    Average: 8.7
    9.4
    Has the product been a good partner in doing business?
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    HiveMQ
    Company Website
    Year Founded
    2012
    HQ Location
    Landshut, Bayern
    Twitter
    @HiveMQ
    2,738 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    180 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

HiveMQ is the most trusted enterprise MQTT platform, purpose-built to connect anything via MQTT, communicate reliably, and control IoT data. The platform can be deployed anywhere, on-premise or in the

Users
No information available
Industries
  • Information Technology and Services
Market Segment
  • 47% Mid-Market
  • 29% Enterprise
HiveMQ Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Customer Support
9
Integrations
8
Data Management
7
Reliability
7
Features
6
Cons
Expensive
7
Technical Issues
6
Usability Issues
6
Difficult Learning
3
Poor Interface
3
HiveMQ features and usability ratings that predict user satisfaction
9.4
Application Integration
Average: 8.6
9.2
Plugins and integrations
Average: 8.3
9.2
Data Integration
Average: 8.7
9.4
Has the product been a good partner in doing business?
Average: 8.7
Seller Details
Seller
HiveMQ
Company Website
Year Founded
2012
HQ Location
Landshut, Bayern
Twitter
@HiveMQ
2,738 Twitter followers
LinkedIn® Page
www.linkedin.com
180 employees on LinkedIn®
Amazon MQ
By Amazon Web Services (AWS)
(21)3.7 out of 5
Save to My Lists
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Amazon MQ is a managed message broker service for Apache ActiveMQ that makes it easy to set up and operate message brokers in the cloud.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 43% Small-Business
    • 29% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Amazon MQ features and usability ratings that predict user satisfaction
    7.8
    Application Integration
    Average: 8.6
    7.4
    Plugins and integrations
    Average: 8.3
    8.0
    Data Integration
    Average: 8.7
    8.8
    Has the product been a good partner in doing business?
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Amazon Web Services (AWS)
    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.

Amazon MQ is a managed message broker service for Apache ActiveMQ that makes it easy to set up and operate message brokers in the cloud.

Users
No information available
Industries
No information available
Market Segment
  • 43% Small-Business
  • 29% Mid-Market
Amazon MQ features and usability ratings that predict user satisfaction
7.8
Application Integration
Average: 8.6
7.4
Plugins and integrations
Average: 8.3
8.0
Data Integration
Average: 8.7
8.8
Has the product been a good partner in doing business?
Average: 8.7
Seller Details
Seller
Amazon Web Services (AWS)
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
Read Amazon MQ Reviews
CloudAMQP
By 84codes AB
(16)4.3 out of 5
4th Easiest To Use in Message Queue (MQ) software
Save to My Lists
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    CloudAMQP automates every part of setup, running and scaling of RabbitMQ clusters. Available on all major cloud and application platforms.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 56% Small-Business
    • 25% Enterprise
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • CloudAMQP features and usability ratings that predict user satisfaction
    9.3
    Application Integration
    Average: 8.6
    8.9
    Plugins and integrations
    Average: 8.3
    9.2
    Data Integration
    Average: 8.7
    9.7
    Has the product been a good partner in doing business?
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    84codes AB
    Year Founded
    2012
    HQ Location
    Sweden
    Twitter
    @carlhoerberg
    367 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    41 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

CloudAMQP automates every part of setup, running and scaling of RabbitMQ clusters. Available on all major cloud and application platforms.

Users
No information available
Industries
No information available
Market Segment
  • 56% Small-Business
  • 25% Enterprise
CloudAMQP features and usability ratings that predict user satisfaction
9.3
Application Integration
Average: 8.6
8.9
Plugins and integrations
Average: 8.3
9.2
Data Integration
Average: 8.7
9.7
Has the product been a good partner in doing business?
Average: 8.7
Seller Details
Seller
84codes AB
Year Founded
2012
HQ Location
Sweden
Twitter
@carlhoerberg
367 Twitter followers
LinkedIn® Page
www.linkedin.com
41 employees on LinkedIn®
Read CloudAMQP Reviews
Azure Logic Apps
By Microsoft
(124)4.3 out of 5
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  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Azure Logic Apps provides a way to simplify and implement scalable integrations and workflows in the cloud. It provides a visual designer to model and automate your process as a series of steps known

    Users
    • Software Engineer
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 34% Enterprise
    • 27% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • Azure Logic Apps 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
    2
    Time-saving
    2
    Automation
    1
    Customization
    1
    Easy Integrations
    1
    Cons
    Complexity
    2
    Expensive
    1
    Integration Issues
    1
    Performance Issues
    1
    Poor Integration
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Azure Logic Apps features and usability ratings that predict user satisfaction
    9.0
    Application Integration
    Average: 8.6
    7.9
    Plugins and integrations
    Average: 8.3
    8.4
    Data Integration
    Average: 8.7
    8.8
    Has the product been a good partner in doing business?
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Microsoft
    Year Founded
    1975
    HQ Location
    Redmond, Washington
    Twitter
    @microsoft
    14,031,499 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    238,990 employees on LinkedIn®
    Ownership
    MSFT
Product Description
How are these determined?Information
This description is provided by the seller.

Azure Logic Apps provides a way to simplify and implement scalable integrations and workflows in the cloud. It provides a visual designer to model and automate your process as a series of steps known

Users
  • Software Engineer
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 34% Enterprise
  • 27% Small-Business
Azure Logic Apps 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
2
Time-saving
2
Automation
1
Customization
1
Easy Integrations
1
Cons
Complexity
2
Expensive
1
Integration Issues
1
Performance Issues
1
Poor Integration
1
Azure Logic Apps features and usability ratings that predict user satisfaction
9.0
Application Integration
Average: 8.6
7.9
Plugins and integrations
Average: 8.3
8.4
Data Integration
Average: 8.7
8.8
Has the product been a good partner in doing business?
Average: 8.7
Seller Details
Seller
Microsoft
Year Founded
1975
HQ Location
Redmond, Washington
Twitter
@microsoft
14,031,499 Twitter followers
LinkedIn® Page
www.linkedin.com
238,990 employees on LinkedIn®
Ownership
MSFT
Read Azure Logic Apps Reviews
Red Hat AMQ
By Red Hat
(16)4.2 out of 5
Save to My Lists
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    To respond to business demands quickly and efficiently, you need a way to integrate applications and data spread across your enterprise. Red Hat AMQ—based on open source communities like Apache Active

    Users
    No information available
    Industries
    • Computer Software
    Market Segment
    • 50% Small-Business
    • 25% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • Red Hat AMQ features and usability ratings that predict user satisfaction
    8.1
    Application Integration
    Average: 8.6
    7.3
    Plugins and integrations
    Average: 8.3
    7.3
    Data Integration
    Average: 8.7
    10.0
    Has the product been a good partner in doing business?
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    Red Hat
    Year Founded
    1993
    HQ Location
    Raleigh, NC
    Twitter
    @RedHat
    293,907 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    19,863 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

To respond to business demands quickly and efficiently, you need a way to integrate applications and data spread across your enterprise. Red Hat AMQ—based on open source communities like Apache Active

Users
No information available
Industries
  • Computer Software
Market Segment
  • 50% Small-Business
  • 25% Mid-Market
Red Hat AMQ features and usability ratings that predict user satisfaction
8.1
Application Integration
Average: 8.6
7.3
Plugins and integrations
Average: 8.3
7.3
Data Integration
Average: 8.7
10.0
Has the product been a good partner in doing business?
Average: 8.7
Seller Details
Seller
Red Hat
Year Founded
1993
HQ Location
Raleigh, NC
Twitter
@RedHat
293,907 Twitter followers
LinkedIn® Page
www.linkedin.com
19,863 employees on LinkedIn®
Read Red Hat AMQ Reviews
meshIQ
By meshIQ
(50)4.7 out of 5
5th Easiest To Use in Message Queue (MQ) software
Save to My Lists
  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    IT professionals such as developers, architects & DevOps specialists who build and manage applications and integrations today typically do so across complex IT landscapes. In fact, many applicatio

    Users
    No information available
    Industries
    • Information Technology and Services
    • Banking
    Market Segment
    • 42% Mid-Market
    • 32% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • meshIQ 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
    This product has not yet received any positive sentiments.
    Cons
    Data Limitations
    1
    Feature Deficiency
    1
    Missing Features
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • meshIQ features and usability ratings that predict user satisfaction
    9.0
    Application Integration
    Average: 8.6
    9.6
    Plugins and integrations
    Average: 8.3
    9.4
    Data Integration
    Average: 8.7
    8.8
    Has the product been a good partner in doing business?
    Average: 8.7
  • Seller Details
    Expand/Collapse Seller Details
    • Seller Details
    Seller
    meshIQ
    Company Website
    Year Founded
    1994
    HQ Location
    Plainview, NY
    Twitter
    @meshIQtweets
    10,126 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    66 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

IT professionals such as developers, architects & DevOps specialists who build and manage applications and integrations today typically do so across complex IT landscapes. In fact, many applicatio

Users
No information available
Industries
  • Information Technology and Services
  • Banking
Market Segment
  • 42% Mid-Market
  • 32% Small-Business
meshIQ 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
This product has not yet received any positive sentiments.
Cons
Data Limitations
1
Feature Deficiency
1
Missing Features
1
meshIQ features and usability ratings that predict user satisfaction
9.0
Application Integration
Average: 8.6
9.6
Plugins and integrations
Average: 8.3
9.4
Data Integration
Average: 8.7
8.8
Has the product been a good partner in doing business?
Average: 8.7
Seller Details
Seller
meshIQ
Company Website
Year Founded
1994
HQ Location
Plainview, NY
Twitter
@meshIQtweets
10,126 Twitter followers
LinkedIn® Page
www.linkedin.com
66 employees on LinkedIn®
IBM Cloud Pak for Integration
By IBM
(50)4.2 out of 5
View top Consulting Services for IBM Cloud Pak for Integration
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  • Overview
    Expand/Collapse Overview
    • Product Description
    How are these determined?Information
    This description is provided by the seller.

    IBM Cloud Pak for Integration is a set of capabilities to speed integration and scale automation, built for any hybrid cloud, within a single, unified experience. Unlock business data and assets as AP

    Users
    No information available
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 36% Enterprise
    • 36% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
    • IBM Cloud Pak for Integration Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    7
    Cloud Services
    4
    Easy Integrations
    4
    Cloud Computing
    3
    Flexibility
    3
    Cons
    Poor Documentation
    3
    Complexity
    2
    Complex Usability
    2
    Difficult Learning
    2
    Frequent Updates
    2
  • User Satisfaction
    Expand/Collapse User Satisfaction
    • IBM Cloud Pak for Integration features and usability ratings that predict user satisfaction
    8.6
    Application Integration
    Average: 8.6
    7.8
    Plugins and integrations
    Average: 8.3
    8.9
    Data Integration
    Average: 8.7
    7.3
    Has the product been a good partner in doing business?
    Average: 8.7
  • 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.

IBM Cloud Pak for Integration is a set of capabilities to speed integration and scale automation, built for any hybrid cloud, within a single, unified experience. Unlock business data and assets as AP

Users
No information available
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 36% Enterprise
  • 36% Mid-Market
IBM Cloud Pak for Integration Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
7
Cloud Services
4
Easy Integrations
4
Cloud Computing
3
Flexibility
3
Cons
Poor Documentation
3
Complexity
2
Complex Usability
2
Difficult Learning
2
Frequent Updates
2
IBM Cloud Pak for Integration features and usability ratings that predict user satisfaction
8.6
Application Integration
Average: 8.6
7.8
Plugins and integrations
Average: 8.3
8.9
Data Integration
Average: 8.7
7.3
Has the product been a good partner in doing business?
Average: 8.7
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
Read IBM Cloud Pak for Integration Reviews
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Message Queue (MQ) Topics

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Learn More About Message Queue (MQ) Software

What is Message Queue Software?

Message queue software is an asynchronous communication middleware that connects applications. Traditional monolithic software is built to communicate with itself or a few other applications. When the software sends or receives data from another software, this data is called a message. It is difficult to send and receive data to another app due to different operating systems, network protocols, and programming languages. Message queue software solves these problems by handling messages for applications from different environments. It creates a new high availability, high reliability, high throughput, and low latency environment to send and receive messages from one application to another. 

As the name suggests, MQ software lines up different messages by “queue” and processes each message through standardized methods. This helps companies to develop high-performance cloud services and apps such as microservices that can communicate with other applications and operating systems without worrying about compatibility issues. 

In the early years, big companies invested heavily in proprietary software and middleware that could connect their products with each other. Using the same IT stacks and standards, these companies can create connected applications. With the vast network of applications connected by middleware, users can solve various complex problems that require multiple inputs and outputs from different environments. 

However, only big companies with big budgets can afford to develop this approach. For most companies and non-business users who use different network standards, programming languages, and data structures, connected applications seem to be unobtainable. This is why there are many business issues that seem to be easy to solve but are technically challenging to implement. For example, hospitals and insurance companies can’t share patient data automatically because their applications aren’t compatible in communicating with each other. Those who managed to set up the connectivity may still use proprietary protocols such as raw UDP, TCP, and HTTP, which are hard to scale and integrate with other applications. 

To solve this issue, early open-source organizations build open source message brokers specific to a language environment like Java and Python. Later big companies began building their own messaging system for others, such as AWS and IBM MQ, to create enterprise messaging platforms that run on their own IT systems. Software buyers can select the best message queue web services or on-premises software to connect various assets such as big data servers to the internet of things (IoT).

What Does MQ Stand For?

MQ stands for Message Queue. A “message” is data that transfers from one party to another. A “queue” is how that message is transferred and processed from one party to another.

What are the Common Features of Message Queue Software?

The following are some core features within Message Queue Software that can help users ensure high availability of message queuing services:

Message query: MQ allows applications to query messages by ID, topics, keys, and contents. This enables the user to organize messages based on custom rules.

Message tracing: MQ can trace routing information from the producer of the message to the consumer. This allows users to analyze metadata on the message producer and consumer for network performance issues. 

Dead-letter queue: MQ supports dead-letter queues (DLQ) to save messages that can’t be processed for debugging to determine why the queueing process failed. 

Message blocklist and allowlist: MQ supports account-based blocklist and allowlist policies to authorize or unauthorize messages from internal and external parties. 

Multiple message processes: Message queue processes can be created for different models. In a peer-to-peer model, a producer sends one message to one consumer. In a pub/sub model, producers can send group messages to consumers with the same cluster ID. In RPC (request/reply) model, MQ can load balance messages back and forth between producer and consumer. 

Dashboard: A user-friendly dashboard can visualize comprehensive and multidimensional metrics of message product and consumption based on clusters, topics, instances, and groups. This will spot trends for server resource allocation and security improvement. 

Monitoring and alerting: Messaging activities can be monitored in real time, and alerts can be sent to notify the IT and data team to resolve issues in a timely manner.

What are the Benefits of Message Queue Software?

Decoupling: Message queue tools decouple (separate) applications and message services. This simplifies CI/CD development so developers can design and update core components without worrying about the message components. 

Load shifting: Messages can automatically be queued according to their size, frequency, and quantity. When there is a large number of message requests, servers can fail to process this amount of volume. It will either crash or indiscriminately reject all incoming messages. Without load shifting, message disruption will halt online business operations and negatively affect revenue. 

Scalability: MQ servers can be integrated with other applications and be allocated an appropriate amount of resources based on needs. This saves users time from manually changing the message process during disruptions or software upgrades.

Who Uses Message Queue Software?

IT teams: IT teams can use MQ software to customize how the data can flow from the application to the user. They can process data from other applications and microservices in an asynchronous method instead of relying on synchronous protocol methods such as REST API.

Challenges with Message Queue Software

Software solutions can come with their own set of challenges. 

Poor MQ practice: MQ policies may slow down message processing speed due to incorrect models. The system might automatically blame the issue on the message senders and blocklist them. MQ users should identify common messages and plan ahead on how to process different types of messages beforehand. It is best to test through multiple message queue processes based on the expected load to avoid bandwidth issues. 

Ease of use: Message queue can bring additional challenges without the right talent. To set up the correct message queue process, an IT team has to go through different scenarios with different types of network connections and message processing rules, which would result in adding additional layers and slowing down the loading speed. Companies should ensure they invest in additional talent to maintain the MQ process and software. 

How to Buy Message Queue Software

Requirements Gathering (RFI/RFP) for Message Queue Software

As good as it sounds, message queue software may not be suitable for every use case. MQ software is typically designed to handle a permanent and ongoing messaging process that requires fast processing speed and zero-lost-message tolerance when losing a message can significantly impact the operation. Simple or temporal message processing may not need MQ software, which adds unnecessary costs and time. 

Users should have a specific use case in mind before considering buying an MQ software. Financial firms or hospitals that transfer sensitive, timely, critical messages might need a high availability MQ server to process the messages. Different use cases require different MQ models and features. Since not all requirements have the same importance, buyers should assign them priorities and focus on the most important ones. Buyers need to differentiate must-have features from nice-to-have features from their business case.

Compare Message Queue Software Products

Create a long list

Buyers should start with a large pool of MQ software vendors. Keeping the desired must-have features in mind, buyers must perform consistent inquiries during demos by which they can effectively compare the pros and cons of each software.

Create a short list

It helps cross reference the results of initial vendor evaluations with G2 reviews from other buyers, which will help narrow in on a short three to five product list. From there, buyers can compare pricing and features to determine the best fit.

Conduct demos

As a rule of thumb, companies should make sure to demo all of the products that end up on their short list. During demos, buyers should ask specific questions related to the functionalities they care about most. For example, one might ask to be walked through a typical performance issue from alerting to remediation within the tool. 

Selection of Message Queue Software

Choose a selection team

Regardless of a company’s size, it’s essential to involve the most relevant personas when beginning the software selection process. Larger companies may include individual team members from development teams, testing teams, data teams, and other IT professionals working with the software closely. Smaller companies with fewer employees might overlap roles. 

Negotiation

Many companies offer full monitoring platforms that go beyond MQ to include network monitoring, infrastructure monitoring, and more. While some companies will not budge on the configurations of their packages, buyers looking to trim costs should try to negotiate down to the specific functions that matter to them to get the best price. For example, a vendor’s pricing page for MQ functionality might only be included with a robust all-in-one monitoring package, whereas a sales conversation may prove otherwise. 

Final decision

After this stage, performing a trial run with a small selection of IT professionals or developers is important. This will help ensure that the MQ software of choice integrates well with an IT administrator’s systems setup or a developer’s day-to-day work. If the software is well-liked and well utilized, the buyer can take that as a sign that their selection is the right one. If not, a reevaluation of the options may be required.