# Best Message Queue Systems *By [Tian Lin](https://research.g2.com/insights/author/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 ## Top Message Queue (MQ) Software at a Glance | # | Product | Rating | Best For | What Users Say | |---|---------|--------|----------|----------------| | 1 | [MuleSoft Anypoint Platform](https://www.g2.com/products/mulesoft-anypoint-platform/reviews) | 4.5/5.0 (646 reviews) | Async enterprise integration with API-led queuing | "[MuleSoft Transformed Our Enterprise Integration Strategy](https://www.g2.com/survey_responses/mulesoft-anypoint-platform-review-12970265)" | | 2 | [IBM MQ](https://www.g2.com/products/ibm-mq/reviews) | 4.3/5.0 (159 reviews) | Guaranteed-delivery messaging across heterogeneous enterprise systems | "[MQ: Built for Reliability, Not Hype](https://www.g2.com/survey_responses/ibm-mq-review-11828707)" | | 3 | [HiveMQ](https://www.g2.com/products/hivemq/reviews) | 4.5/5.0 (87 reviews) | High-throughput MQTT brokering for large-scale IoT | "[Rock-Solid Clustering and Shared Subscriptions for Total Peace of Mind](https://www.g2.com/survey_responses/hivemq-review-12637497)" | | 4 | [Google Cloud Pub/Sub](https://www.g2.com/products/google-cloud-pub-sub/reviews) | 4.5/5.0 (34 reviews) | Serverless event-driven messaging inside GCP pipelines | "[A dependable way to connect services across GCP](https://www.g2.com/survey_responses/google-cloud-pub-sub-review-12557219)" | | 5 | [Azure Logic Apps](https://www.g2.com/products/azure-logic-apps/reviews) | 4.3/5.0 (89 reviews) | Azure-native event-driven workflow integration | "[Perfect scalable platform for nocode integration implementation](https://www.g2.com/survey_responses/azure-logic-apps-review-10825562)" | | 6 | [TIBCO Messaging](https://www.g2.com/products/tibco-messaging/reviews) | 4.4/5.0 (40 reviews) | Fault-tolerant async messaging for distributed enterprise systems | "[Highly Reliable, Scalable Messaging Infrastructure](https://www.g2.com/survey_responses/tibco-messaging-review-12514774)" | | 7 | [Hookdeck](https://www.g2.com/products/hookdeck/reviews) | 4.8/5.0 (71 reviews) | Webhook ingestion queuing with replay and routing | "[Great Webhook Relay Service](https://www.g2.com/survey_responses/hookdeck-review-11686952)" | | 8 | [Apache Kafka](https://www.g2.com/products/apache-kafka/reviews) | 4.5/5.0 (126 reviews) | High-throughput event streaming with replayable persistence | "[Kafka Delivers Scalable, Durable Real-Time Performance](https://www.g2.com/survey_responses/apache-kafka-review-12660700)" | | 9 | [RabbitMQ](https://www.g2.com/products/rabbitmq/reviews) | 4.1/5.0 (45 reviews) | Async microservice messaging with guaranteed delivery | "[The best payload transfer tool](https://www.g2.com/survey_responses/rabbitmq-review-9496271)" | | 10 | [meshIQ](https://www.g2.com/products/meshiq/reviews) | 4.6/5.0 (98 reviews) | Unified IBM MQ observability and administration | "[User-Friendly Monitoring Tool with Customization and Scalability Concerns](https://www.g2.com/survey_responses/meshiq-review-12569079)" | ## How Many Message Queue (MQ) Software Products Does G2 Track? **Total Products under this Category:** 51 ### Category Stats (Jul 2026) - **Average Rating**: 4.27/5 (↓0.01 vs Jun 2026) The average rating of products in this category, based on all submitted ratings - **Top Trending Product**: MuleSoft Anypoint Platform (+0.02%) - Among all products in this category, MuleSoft Anypoint Platform recorded the largest rating increase compared to last month *Last updated: July 02, 2026* ## How Does G2 Rank Message Queue (MQ) Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 2,400+ Authentic Reviews - 51+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. ## Which Message Queue (MQ) Software Is Best for Your Use Case? - **Leader:** [MuleSoft Anypoint Platform](https://www.g2.com/products/mulesoft-anypoint-platform/reviews) - **Highest Performer:** [Hookdeck](https://www.g2.com/products/hookdeck/reviews) - **Easiest to Use:** [Hookdeck](https://www.g2.com/products/hookdeck/reviews) - **Top Trending:** [Apache Kafka](https://www.g2.com/products/apache-kafka/reviews) - **Best Free Software:** [MuleSoft Anypoint Platform](https://www.g2.com/products/mulesoft-anypoint-platform/reviews) --- **Sponsored** ### meshIQ meshIQ is the enterprise evolution platform purpose-built to transform how organizations manage and optimize their middleware—the digital nervous system of the enterprise. It provides unified visibility, control, and modernization of messaging, event streaming, and B2B transactional flows across all middleware vendors, all environments, and at enterprise scale. Acting as a real-time intelligence layer across your entire ecosystem, meshIQ connects, monitors, and analyzes every message, event, and business transaction with forensic-level insight, so you can run incredibly lean operations with confidence and control. By eliminating the expense, complexity, and manual nature of managing multiple middleware platforms, meshIQ helps enterprises dramatically cut OPEX, resolve incidents and disputes up to 70% faster, reduce manual reconciliation efforts, and accelerate service delivery. The platform also provides a safe, fast, and reliable path to modernize middleware and migrate to modern architectures such as Apache Kafka®, ActiveMQ®, and cloud-native environments—without disruption. And with built-in B2B Flow Intelligence, organizations can assure every business transaction to safeguard revenue, meet regulatory requirements, and protect customer trust and experiences. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=1676&secure%5Bchosen_at%5D=2026-07-02T05%3A22%3A03Z&secure%5Bdisplayable_resource_id%5D=1676&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=1676&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=115094&secure%5Bresource_id%5D=1676&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fmessage-queue-mq&secure%5Btoken%5D=8128dd05fff21bd10cb4348d3c4c24110c847504afe51cf3e79f6febec33f968&secure%5Burl%5D=https%3A%2F%2Fwww.meshiq.com%2F&secure%5Burl_type%5D=company_website) --- ## What Are the Top-Rated Message Queue (MQ) Software Products in 2026? ### 1. [MuleSoft Anypoint Platform](https://www.g2.com/products/mulesoft-anypoint-platform/reviews) MuleSoft Anypoint Platform is the industry-leading integration and governance solution designed to connect any application, API, and AI agent across hybrid and multi-cloud environments. For nearly two decades, we have served as the integration backbone for the world’s most complex enterprises. Today, we are extending to the AI era. We allow organizations to move beyond AI sprawl into a unified architecture where legacy systems, modern APIs, and autonomous agents interact securely on a single, trusted foundation. Key capabilities and components include: Hybrid integration and connectivity, utilizing a library of hundreds of pre-built connectors and support for new AI protocols like MCP and A2A to provide AI agents with the tools they need to access and act within legacy ERPs, CRMs, and on-premise databases. MuleSoft Agent Fabric: Unified API and agent governance, applying the same rigorous security policies, cost controls, and traffic enforcement to AI models and agents that organizations already trust for their global API ecosystems through a single, federated control plane. Fabric also includes agent visibility and registry, offering a single source of truth to discover and observe any cross-ecosystem agent, ensuring complete transparency and the elimination of shadow AI. MuleSoft Vibes: Natural language design and management, providing a revamped experience where teams can use native natural language prompts to scaffold integrations, manage lifecycles, and stay ahead of technical sprawl using the AI tools they already prefer. Trusted runtime and compliance, delivering a fully managed, hybrid, or on-prem foundation that has been proven at scale for years, ensuring that every interaction is backed by enterprise-grade monitoring and human-in-the-loop security. Overall, MuleSoft Anypoint Platform is the enterprise platform for organizations seeking to bring visibility, trust, and orchestration to their APIs and AI agents. **Average Rating:** 4.5/5.0 **Total Reviews:** 646 **How Do G2 Users Rate MuleSoft Anypoint Platform?** - **Application Integration:** 9.1/10 (Category avg: 8.7/10) - **Plugins and integrations:** 8.7/10 (Category avg: 8.3/10) - **Data Integration:** 8.8/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 8.7/10) **Who Is the Company Behind MuleSoft Anypoint Platform?** - **Seller:** [Salesforce](https://www.g2.com/sellers/salesforce) - **Company Website:** https://www.salesforce.com/ - **Year Founded:** 1999 - **HQ Location:** San Francisco, CA - **Twitter:** @salesforce (579,511 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3185/ (83,223 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, Senior Software Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 56% Enterprise, 31% Mid-Market #### What Are MuleSoft Anypoint Platform's Pros and Cons? **Pros:** - Ease of Use (113 reviews) - Integration Capabilities (101 reviews) - Integrations (99 reviews) - API Management (96 reviews) - Easy Integrations (92 reviews) **Cons:** - Expensive (57 reviews) - Pricing Issues (38 reviews) - Learning Curve (31 reviews) - Learning Difficulty (29 reviews) - Steep Learning Curve (26 reviews) ### What Do G2 Reviewers Say About MuleSoft Anypoint Platform? *AI-generated summary from verified user reviews* **Pros:** - Users find MuleSoft Anypoint Platform to have a **clean UI and useful features** , enhancing their integration experiences. - Users value the **integration capabilities** of MuleSoft Anypoint Platform, facilitating seamless connections between various applications. - Users value the **ease of integration** and comprehensive options available on MuleSoft Anypoint Platform for API management. - Users value the **comprehensive API Management** features of MuleSoft Anypoint Platform, enabling efficient integration and usability. - Users value the **easy integrations** of MuleSoft Anypoint Platform, enhancing collaboration and streamlining API development across systems. **Cons:** - Users express that the **cost of MuleSoft Anypoint Platform** is a major concern, especially for smaller projects. - Users find the **high pricing issues** of MuleSoft Anypoint Platform to be a barrier, especially for smaller organizations. - Users find the **learning curve steep** for MuleSoft Anypoint Platform, particularly for those accustomed to other development tools. - Users find that **learning difficulty** with MuleSoft Anypoint Platform hinders smooth integration and requires advanced skills. - Users report a **steep learning curve** with MuleSoft Anypoint, making implementation and management challenging for some. #### What Are Recent G2 Reviews of MuleSoft Anypoint Platform? **"[Powerful DataWeave, Rich Connectors, and Strong API Governance with MuleSoft](https://www.g2.com/survey_responses/mulesoft-anypoint-platform-review-12850876)"** **Rating:** 5.0/5.0 stars *— Abhay K.* [Read full review](https://www.g2.com/survey_responses/mulesoft-anypoint-platform-review-12850876) --- **"[MuleSoft Transformed Our Enterprise Integration Strategy](https://www.g2.com/survey_responses/mulesoft-anypoint-platform-review-12970265)"** **Rating:** 5.0/5.0 stars *— Samridhi B.* [Read full review](https://www.g2.com/survey_responses/mulesoft-anypoint-platform-review-12970265) --- #### What Are G2 Users Discussing About MuleSoft Anypoint Platform? - [What is MuleSoft Anypoint Platform used for?](https://www.g2.com/discussions/what-is-mulesoft-anypoint-platform-used-for) - 2 comments, 1 upvote - [What is the use of exchange in Anypoint platform?](https://www.g2.com/discussions/what-is-the-use-of-exchange-in-anypoint-platform) - [Is MuleSoft an integration platform?](https://www.g2.com/discussions/is-mulesoft-an-integration-platform) - 1 upvote - [Who can use Data Loader Salesforce?](https://www.g2.com/discussions/who-can-use-data-loader-salesforce) - [What is MuleSoft platform?](https://www.g2.com/discussions/what-is-mulesoft-platform) ### 2. [IBM MQ](https://www.g2.com/products/ibm-mq/reviews) 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 startups, to ensure every order, every payment, and every customer interaction counts. Messages between applications are delivered reliably once-and-only-once and applications are decoupled to enable rapid response to sudden traffic increases or system outages. Businesses can tap into the value of existing mission-critical data to gain real-time insights and ensure the safety of customer and business data with comprehensive security mechanisms. **Average Rating:** 4.3/5.0 **Total Reviews:** 159 **How Do G2 Users Rate IBM MQ?** - **Application Integration:** 8.7/10 (Category avg: 8.7/10) - **Plugins and integrations:** 8.1/10 (Category avg: 8.3/10) - **Data Integration:** 8.6/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.6/10 (Category avg: 8.7/10) **Who Is the Company Behind IBM MQ?** - **Seller:** [IBM](https://www.g2.com/sellers/ibm) - **Year Founded:** 1911 - **HQ Location:** Armonk, New York, United States - **Twitter:** @IBMSecurity (74,660 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1009/ (328,202 employees on LinkedIn®) - **Ownership:** SWX:IBM **Who Uses This Product?** - **Who Uses This:** Senior Software Engineer, Technical Lead - **Top Industries:** Banking, Information Technology and Services - **Company Size:** 63% Enterprise, 26% Mid-Market #### What Are Recent G2 Reviews of IBM MQ? **"[The tried and true workhorse of medium to high volume message queueing & processing](https://www.g2.com/survey_responses/ibm-mq-review-12027308)"** **Rating:** 4.5/5.0 stars *— Francisco R.* [Read full review](https://www.g2.com/survey_responses/ibm-mq-review-12027308) --- **"[MQ: Built for Reliability, Not Hype](https://www.g2.com/survey_responses/ibm-mq-review-11828707)"** **Rating:** 5.0/5.0 stars *— Niki H.* [Read full review](https://www.g2.com/survey_responses/ibm-mq-review-11828707) --- #### What Are G2 Users Discussing About IBM MQ? - [What is IBM MQ used for?](https://www.g2.com/discussions/ibm-mq-what-is-ibm-mq-used-for) - [Is IBM MQ free?](https://www.g2.com/discussions/is-ibm-mq-free) - 1 comment - [What is difference between WebSphere MQ and IBM?](https://www.g2.com/discussions/what-is-difference-between-websphere-mq-and-ibm) - [What is MQ software?](https://www.g2.com/discussions/what-is-mq-software) - [What is IBM MQ used for?](https://www.g2.com/discussions/what-is-ibm-mq-used-for) - 2 comments ### 3. [HiveMQ](https://www.g2.com/products/hivemq/reviews) HiveMQ is the Industrial Data Platform helping enterprises move from connected devices to intelligent operations. Built on the MQTT standard and a distributed edge-to-cloud architecture, HiveMQ connects and governs industrial data in real time, enabling organizations to act with intelligence. With proven reliability, scalability, and interoperability, HiveMQ provides the foundation industrial companies need to operationalize AI, powering the next generation of intelligent industry. Global leaders including Audi, BMW, Eli Lilly, Liberty Global, Mercedes-Benz, and Siemens trust HiveMQ to run their most mission-critical operations. **Average Rating:** 4.5/5.0 **Total Reviews:** 87 **How Do G2 Users Rate HiveMQ?** - **Application Integration:** 9.5/10 (Category avg: 8.7/10) - **Plugins and integrations:** 8.8/10 (Category avg: 8.3/10) - **Data Integration:** 9.3/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 8.7/10) **Who Is the Company Behind HiveMQ?** - **Seller:** [HiveMQ](https://www.g2.com/sellers/hivemq) - **Company Website:** https://www.hivemq.com/ - **Year Founded:** 2012 - **HQ Location:** Landshut, Bayern - **Twitter:** @HiveMQ (2,863 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2949784 (170 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 44% Mid-Market, 38% Small-Business #### What Are HiveMQ's Pros and Cons? **Pros:** - Reliability (20 reviews) - Features (18 reviews) - Monitoring (14 reviews) - Efficiency Improvement (11 reviews) - Customer Support (10 reviews) **Cons:** - Expensive (17 reviews) - Difficult Learning (9 reviews) - Usability Issues (9 reviews) - Technical Issues (7 reviews) - UX Improvement (4 reviews) ### What Do G2 Reviewers Say About HiveMQ? *AI-generated summary from verified user reviews* **Pros:** - Users commend HiveMQ for its **high reliability** and performance, making it ideal for real-time IoT applications. - Users appreciate the **ease of management and stability** of HiveMQ, enhancing performance and real-time monitoring for IoT solutions. - Users value the **effective monitoring tools** of HiveMQ, enabling quick troubleshooting and enhanced visibility for connected clients. - Users highlight the **efficiency improvement** of HiveMQ in managing large-scale IoT deployments with minimal latency. - Users value the **prompt and helpful customer support** from HiveMQ, enhancing their overall experience and satisfaction. **Cons:** - Users find the pricing of HiveMQ to be **expensive** , leading to concerns about cost clarity and competitiveness. - Users find the **difficult learning curve** for advanced features potentially overwhelming, hindering effective utilization. - Users face **usability issues** with advanced features requiring MQTT familiarity and complex configurations for new users. - Users face **technical issues** with HiveMQ, including performance overhead and confusing documentation, impacting overall user experience. - Users find that **UX improvements are needed** for device management and connection testing to enhance usability. #### What Are Recent G2 Reviews of HiveMQ? **"[Rock-Solid Clustering and Shared Subscriptions for Total Peace of Mind](https://www.g2.com/survey_responses/hivemq-review-12637497)"** **Rating:** 5.0/5.0 stars *— Verified User in Market Research* [Read full review](https://www.g2.com/survey_responses/hivemq-review-12637497) --- **"[Reliable MQTT Sessions and Outstanding App-to-App Connectivity](https://www.g2.com/survey_responses/hivemq-review-12605432)"** **Rating:** 5.0/5.0 stars *— Konjengbam M.* [Read full review](https://www.g2.com/survey_responses/hivemq-review-12605432) --- #### What Are G2 Users Discussing About HiveMQ? - [What is HiveMQ broker?](https://www.g2.com/discussions/what-is-hivemq-broker) - 1 comment, 1 upvote - [How much does HiveMQ cost?](https://www.g2.com/discussions/how-much-does-hivemq-cost) - 1 comment, 1 upvote - [Is HiveMQ open source?](https://www.g2.com/discussions/is-hivemq-open-source) - 1 comment, 1 upvote ### 4. [Google Cloud Pub/Sub](https://www.g2.com/products/google-cloud-pub-sub/reviews) Ingest event streams from anywhere, at any scale, for simple, reliable, real-time stream analytics **Average Rating:** 4.5/5.0 **Total Reviews:** 34 **How Do G2 Users Rate Google Cloud Pub/Sub?** - **Application Integration:** 9.1/10 (Category avg: 8.7/10) - **Plugins and integrations:** 8.8/10 (Category avg: 8.3/10) - **Data Integration:** 9.2/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 8.7/10) **Who Is the Company Behind Google Cloud Pub/Sub?** - **Seller:** [Google](https://www.g2.com/sellers/google) - **Year Founded:** 1998 - **HQ Location:** Mountain View, CA - **Twitter:** @google (31,899,995 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1441/ (341,888 employees on LinkedIn®) - **Ownership:** NASDAQ:GOOG **Who Uses This Product?** - **Top Industries:** Computer Software, Education Management - **Company Size:** 41% Small-Business, 31% Enterprise #### What Are Google Cloud Pub/Sub's Pros and Cons? **Pros:** - Scalability (2 reviews) - Customer Support (1 reviews) - Ease of Use (1 reviews) - Easy Access (1 reviews) - Integrations (1 reviews) **Cons:** - Expensive (1 reviews) - Limitations (1 reviews) - Slow Processing (1 reviews) ### What Do G2 Reviewers Say About Google Cloud Pub/Sub? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **self-scaling capabilities** of Google Cloud Pub/Sub, simplifying infrastructure management and enhancing integration. - Users appreciate the **exceptional customer support** from Google Cloud Pub/Sub, enhancing their overall experience and integration process. - Users value the **ease of use** of Google Cloud Pub/Sub, benefiting from an intuitive interface and helpful resources. - Users appreciate the **easy access** of Google Cloud Pub/Sub, making their initial cloud experience smooth and enjoyable. - Users value the **easy integration** of Google Cloud Pub/Sub, making it seamless for producers and consumers alike. **Cons:** - Users find Google Cloud Pub/Sub to be **slightly more expensive** than other messaging queues like Apache Kafka. - Users experience **duplicate message delivery** with Pub/Sub, requiring additional coding for effective de-duplication. - Users find the **slow processing** of larger message sizes a drawback, impacting overall message handling efficiency. #### What Are Recent G2 Reviews of Google Cloud Pub/Sub? **"[A dependable way to connect services across GCP](https://www.g2.com/survey_responses/google-cloud-pub-sub-review-12557219)"** **Rating:** 4.5/5.0 stars *— Verified User in Retail* [Read full review](https://www.g2.com/survey_responses/google-cloud-pub-sub-review-12557219) --- **"[Fully Managed Pub/Sub with Reliable, Low-Latency Global Scalability](https://www.g2.com/survey_responses/google-cloud-pub-sub-review-12540976)"** **Rating:** 4.5/5.0 stars *— Claude I.* [Read full review](https://www.g2.com/survey_responses/google-cloud-pub-sub-review-12540976) --- #### What Are G2 Users Discussing About Google Cloud Pub/Sub? - [What is Google Cloud Pub/Sub used for?](https://www.g2.com/discussions/what-is-google-cloud-pub-sub-used-for) ### 5. [Azure Logic Apps](https://www.g2.com/products/azure-logic-apps/reviews) Azure Logic Apps is a cloud-based integration platform as a service (iPaaS) that enables organizations to automate and orchestrate workflows, integrating applications, data, systems, and services across enterprises or organizations. It provides a visual designer for building workflows without writing code, facilitating the creation of complex processes that connect disparate systems seamlessly. Key Features and Functionality: - Extensive Connector Library: Offers over 1,400 pre-built connectors for various services, including Salesforce, Office 365, SQL Server, and SAP, allowing easy integration with both cloud-based and on-premises applications. - Visual Workflow Designer: Provides a drag-and-drop interface for designing workflows, enabling users to build and manage processes without extensive coding knowledge. - Hybrid Connectivity: Supports integration across cloud and on-premises environments, ensuring secure and efficient data flow between systems. - Scalability and Reliability: Built on Azure's robust infrastructure, Logic Apps ensures high availability and scalability to meet varying business demands. - AI Integration: Facilitates the incorporation of AI capabilities into workflows through connectors like Azure OpenAI and Azure AI Search, enabling intelligent automation and decision-making processes. Primary Value and Solutions Provided: Azure Logic Apps addresses the challenge of integrating diverse systems and automating complex workflows without the need for extensive coding. By offering a comprehensive set of connectors and a user-friendly design interface, it empowers organizations to streamline operations, enhance productivity, and respond swiftly to changing business needs. The platform's scalability and hybrid connectivity ensure that businesses can build resilient and adaptable integration solutions, facilitating seamless communication between various applications and services. **Average Rating:** 4.3/5.0 **Total Reviews:** 89 **How Do G2 Users Rate Azure Logic Apps?** - **Application Integration:** 9.0/10 (Category avg: 8.7/10) - **Plugins and integrations:** 7.9/10 (Category avg: 8.3/10) - **Data Integration:** 8.4/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 8.7/10) **Who Is the Company Behind Azure Logic Apps?** - **Seller:** [Microsoft](https://www.g2.com/sellers/microsoft) - **Year Founded:** 1975 - **HQ Location:** Redmond, Washington - **Twitter:** @microsoft (13,091,739 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/microsoft/ (231,632 employees on LinkedIn®) - **Ownership:** MSFT **Who Uses This Product?** - **Who Uses This:** Software Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 41% Enterprise, 32% Small-Business #### What Are Azure Logic Apps's Pros and Cons? **Pros:** - Ease of Learning (1 reviews) - Implementation Ease (1 reviews) - Quick Setup (1 reviews) **Cons:** - Complexity (1 reviews) - Slow Processing (1 reviews) ### What Do G2 Reviewers Say About Azure Logic Apps? *AI-generated summary from verified user reviews* **Pros:** - Users note the **ease of learning** in Azure Logic Apps, facilitated by excellent resources and quick setup. - Users find Azure Logic Apps' **implementation ease** impressive, facilitated by excellent resources and quick setup capabilities. - Users find the **quick setup** of Azure Logic Apps convenient, allowing them to start projects in under an hour. **Cons:** - Users find the **complexity of deployment and feature access** in Azure Logic Apps frustrating and in need of improvement. - Users find the **slow processing** of Azure Logic Apps frustrating, especially compared to the faster performance of Function Apps. #### What Are Recent G2 Reviews of Azure Logic Apps? **"[Logic Apps Delivers Smooth, Secure Integrations with Great ROI](https://www.g2.com/survey_responses/azure-logic-apps-review-12682176)"** **Rating:** 5.0/5.0 stars *— Cristian N.* [Read full review](https://www.g2.com/survey_responses/azure-logic-apps-review-12682176) --- **"[Perfect scalable platform for nocode integration implementation](https://www.g2.com/survey_responses/azure-logic-apps-review-10825562)"** **Rating:** 5.0/5.0 stars *— Verified User in Information Technology and Services* [Read full review](https://www.g2.com/survey_responses/azure-logic-apps-review-10825562) --- #### What Are G2 Users Discussing About Azure Logic Apps? - [What is the difference between Microsoft flow and logic apps?](https://www.g2.com/discussions/what-is-the-difference-between-microsoft-flow-and-logic-apps) - [What is logic apps in Azure?](https://www.g2.com/discussions/what-is-logic-apps-in-azure) - [What is the difference between PowerApps and logic apps?](https://www.g2.com/discussions/what-is-the-difference-between-powerapps-and-logic-apps) - [How do you schedule Azure WebJobs?](https://www.g2.com/discussions/how-do-you-schedule-azure-webjobs) - [Is Azure logic apps PaaS or SaaS?](https://www.g2.com/discussions/is-azure-logic-apps-paas-or-saas) ### 6. [TIBCO Messaging](https://www.g2.com/products/tibco-messaging/reviews) 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 data is delivered efficiently and securely when and where it is needed. Messaging enables real-time data distribution between disparate endpoints wherever they are hosted, while also being a central component of event-driven and streaming data architectures. TIBCO provides both open source and commercial messaging technology to enable all of the use cases needed to connect complex, large-scale information landscapes including cloud integration, event processing, streaming analytics, business app connectivity, IoT, mobile, and web. TIBCO offers high-performance messaging technology and gives customers flexibility and unique choice between Commercial and Open-source messaging solutions: -- TIBCO Enterprise Message Service™: The industry-leading Jakarta-based messaging for store and forward messaging services. -- TIBCO FTL: High performing, low-latency, enterprise and cloud-ready messaging -- TIBCO eFTL: TIBCO messaging for REST, web, and mobile-based devices -- TIBCO® Messaging Castle - Powered by Apache Kafka®: Secure, reliable, open source, and real-time streaming data pipelines -- TIBCO® Messaging Quasar - Powered by Apache Pulsar™ : Multi-tenant, high-performance open source solution for server-to-server communication -- TIBCO® Messaging - Eclipse Mosquito Distribution: Connect IoT devices using MQTT to any TIBCO Messaging components **Average Rating:** 4.4/5.0 **Total Reviews:** 40 **How Do G2 Users Rate TIBCO Messaging?** - **Application Integration:** 9.5/10 (Category avg: 8.7/10) - **Plugins and integrations:** 8.9/10 (Category avg: 8.3/10) - **Data Integration:** 9.0/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 8.7/10) **Who Is the Company Behind TIBCO Messaging?** - **Seller:** [Cloud Software Group](https://www.g2.com/sellers/cloud-software-group) - **HQ Location:** Fort Lauderdale, FL - **Twitter:** @cloudsoftware (124 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/cloudsoftwaregroup/ (9,527 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 51% Enterprise, 28% Small-Business #### What Are Recent G2 Reviews of TIBCO Messaging? **"[Highly Reliable, Scalable Messaging Infrastructure](https://www.g2.com/survey_responses/tibco-messaging-review-12514774)"** **Rating:** 4.5/5.0 stars *— Nilesh B.* [Read full review](https://www.g2.com/survey_responses/tibco-messaging-review-12514774) --- **"[I have used these services to exchange data between systems.](https://www.g2.com/survey_responses/tibco-messaging-review-10757645)"** **Rating:** 4.5/5.0 stars *— Verified User in Banking* [Read full review](https://www.g2.com/survey_responses/tibco-messaging-review-10757645) --- #### What Are G2 Users Discussing About TIBCO Messaging? - [What is TIBCO Messaging used for?](https://www.g2.com/discussions/what-is-tibco-messaging-used-for) - 1 comment - [What is TIBCO Messaging - Apache Kafka Distribution used for?](https://www.g2.com/discussions/what-is-tibco-messaging-apache-kafka-distribution-used-for) - [What is TIBCO Cloud Messaging used for?](https://www.g2.com/discussions/what-is-tibco-cloud-messaging-used-for) - [What is TIBCO Messaging - Eclipse Mosquitto Distribution used for?](https://www.g2.com/discussions/what-is-tibco-messaging-eclipse-mosquitto-distribution-used-for) - [Is Tibco a message bus?](https://www.g2.com/discussions/is-tibco-a-message-bus) ### 7. [Hookdeck](https://www.g2.com/products/hookdeck/reviews) 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. Shopify), internal endpoints (e.g. APIs), and any combination thereof. Configure Hookdeck platform resources and features such as event routing, filters, and transformations. And let Hookdeck automatically retry failed events for painless error recovery. Our developer tooling enables teams to build, deploy, operate, and observe their event-driven applications with confidence. **Average Rating:** 4.8/5.0 **Total Reviews:** 71 **How Do G2 Users Rate Hookdeck?** - **Application Integration:** 8.8/10 (Category avg: 8.7/10) - **Plugins and integrations:** 7.9/10 (Category avg: 8.3/10) - **Data Integration:** 8.8/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 8.7/10) **Who Is the Company Behind Hookdeck?** - **Seller:** [Hookdeck](https://www.g2.com/sellers/hookdeck) - **HQ Location:** Montreal, Quebec - **LinkedIn® Page:** https://www.linkedin.com/company/hookdeck/ (13 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CTO - **Top Industries:** Computer Software, Marketing and Advertising - **Company Size:** 66% Small-Business, 25% Mid-Market #### What Are Hookdeck's Pros and Cons? **Pros:** - Ease of Use (6 reviews) - Features (4 reviews) - Easy Setup (3 reviews) - Easy Integrations (2 reviews) - Free Services (2 reviews) **Cons:** - Expensive (3 reviews) - Complex Setup (1 reviews) - Difficult Usage (1 reviews) - Integration Issues (1 reviews) - Interface Complexity (1 reviews) ### What Do G2 Reviewers Say About Hookdeck? *AI-generated summary from verified user reviews* **Pros:** - Users find Hookdeck's **ease of use** impressive, facilitating quick setup and seamless navigation of connections. - Users appreciate the **ease of setup and navigation** in Hookdeck, enhancing their experience with its numerous features. - Users find the **easy setup** of Hookdeck invaluable, with straightforward configurations and a user-friendly dashboard. - Users love the **easy integrations** of Hookdeck, simplifying connections between local and online platforms effortlessly. - Users appreciate the **generous free tier** of Hookdeck, allowing extensive usage without initial costs. **Cons:** - Users find Hookdeck's pricing to be **quite steep** , adding complexity and budget concerns for managing services. - Users find the **complex setup** challenging, particularly with issues like CLI configuration and webhook loops. - Users find Hookdeck's **difficult usage** adds to their management burdens, especially for straightforward applications. - Users encounter **integration issues** with Hookdeck, struggling with automation service connections and webhook loops. - Users find the **interface complexity** challenging at first, but it becomes manageable with time and use. #### What Are Recent G2 Reviews of Hookdeck? **"[Great Webhook Relay Service](https://www.g2.com/survey_responses/hookdeck-review-11686952)"** **Rating:** 5.0/5.0 stars *— Noah M.* [Read full review](https://www.g2.com/survey_responses/hookdeck-review-11686952) --- **"[Hookdeck Webhook Limits Due to Rotating IPs and Client Whitelisting](https://www.g2.com/survey_responses/hookdeck-review-11739786)"** **Rating:** 4.0/5.0 stars *— Verified User in Information Services* [Read full review](https://www.g2.com/survey_responses/hookdeck-review-11739786) --- #### What Are G2 Users Discussing About Hookdeck? - [What is Hookdeck used for?](https://www.g2.com/discussions/what-is-hookdeck-used-for) - 1 upvote ### 8. [Apache Kafka](https://www.g2.com/products/apache-kafka/reviews) Apache Kafka is an open-source distributed event streaming platform developed by the Apache Software Foundation. It is designed to handle real-time data feeds with high throughput and low latency, making it ideal for building data pipelines, streaming analytics, and integrating data across various systems. Kafka enables organizations to publish, store, and process streams of records in a fault-tolerant and scalable manner, supporting mission-critical applications across diverse industries. Key Features and Functionality: - High Throughput and Low Latency: Kafka delivers messages at network-limited throughput with latencies as low as 2 milliseconds, ensuring efficient data processing. - Scalability: It can scale production clusters up to thousands of brokers, handling trillions of messages per day and petabytes of data, while elastically expanding and contracting storage and processing capabilities. - Durable Storage: Kafka stores streams of data safely in a distributed, durable, and fault-tolerant cluster, ensuring data integrity and availability. - High Availability: The platform supports efficient stretching of clusters over availability zones and connects separate clusters across geographic regions, enhancing resilience. - Stream Processing: Kafka provides built-in stream processing capabilities through the Kafka Streams API, allowing for operations like joins, aggregations, filters, and transformations with event-time processing and exactly-once semantics. - Connectivity: With Kafka Connect, it integrates seamlessly with hundreds of event sources and sinks, including databases, messaging systems, and cloud storage services. Primary Value and Solutions Provided: Apache Kafka addresses the challenges of managing real-time data streams by offering a unified platform that combines messaging, storage, and stream processing. It enables organizations to: - Build Real-Time Data Pipelines: Facilitate the continuous flow of data between systems, ensuring timely and reliable data delivery. - Implement Streaming Analytics: Analyze and process data streams in real-time, allowing for immediate insights and actions. - Ensure Data Integration: Seamlessly connect various data sources and sinks, promoting a cohesive data ecosystem. - Support Mission-Critical Applications: Provide a robust and fault-tolerant infrastructure capable of handling high-volume and high-velocity data, essential for critical business operations. By leveraging Kafka's capabilities, organizations can modernize their data architectures, enhance operational efficiency, and drive innovation through real-time data processing and analytics. **Average Rating:** 4.5/5.0 **Total Reviews:** 126 **How Do G2 Users Rate Apache Kafka?** - **Application Integration:** 8.8/10 (Category avg: 8.7/10) - **Plugins and integrations:** 8.1/10 (Category avg: 8.3/10) - **Data Integration:** 8.4/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.7/10) **Who Is the Company Behind Apache Kafka?** - **Seller:** [The Apache Software Foundation](https://www.g2.com/sellers/the-apache-software-foundation) - **Year Founded:** 1999 - **HQ Location:** Wakefield, MA - **Twitter:** @TheASF (66,168 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/215982/ (2,408 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer, Senior Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 47% Enterprise, 33% Mid-Market #### What Are Apache Kafka's Pros and Cons? **Pros:** - Scalability (5 reviews) - Real-time Data (3 reviews) - Easy Integrations (2 reviews) - Performance (2 reviews) - Performance Efficiency (2 reviews) **Cons:** - Complexity (1 reviews) - Data Management Issues (1 reviews) - Debugging Issues (1 reviews) - Difficult Learning (1 reviews) - Limited Customization (1 reviews) ### What Do G2 Reviewers Say About Apache Kafka? *AI-generated summary from verified user reviews* **Pros:** - Users value the **high scalability** of Apache Kafka, seamlessly handling large data volumes and real-time processing. - Users value the **real-time data processing** capabilities of Apache Kafka, benefiting from its speed and reliability. - Users appreciate the **easy integrations** of Apache Kafka, enabling smooth connections between various applications in their systems. - Users value the **high scalability and performance** of Apache Kafka, perfect for managing growing data volumes in enterprises. - Users value the **high scalability and performance** of Apache Kafka, ideal for handling growing data volumes efficiently. **Cons:** - Users find the **operational complexity** of Apache Kafka challenging, impacting resource efficiency and queuing capabilities. - Users find the **data management challenges** of Apache Kafka overwhelming, especially for smaller teams lacking dedicated expertise. - Users find **debugging issues** in Apache Kafka challenging, often requiring significant time and effort to resolve effectively. - Users find the **difficult learning curve** for Apache Kafka overwhelming, especially for smaller teams managing its complexities. - Users find **limited customization** challenging during setup, especially when managing brokers and zookeepers in distributed systems. #### What Are Recent G2 Reviews of Apache Kafka? **"[Reliable Real-Time Data Streaming at Scale with Kafka](https://www.g2.com/survey_responses/apache-kafka-review-12593230)"** **Rating:** 4.0/5.0 stars *— Verified User in Retail* [Read full review](https://www.g2.com/survey_responses/apache-kafka-review-12593230) --- **"[Kafka Delivers Scalable, Durable Real-Time Performance](https://www.g2.com/survey_responses/apache-kafka-review-12660700)"** **Rating:** 5.0/5.0 stars *— Aayush M.* [Read full review](https://www.g2.com/survey_responses/apache-kafka-review-12660700) --- #### What Are G2 Users Discussing About Apache Kafka? - [What is your primary use case for Apache Kafka, and how has it impacted your data streaming processes?](https://www.g2.com/discussions/what-is-your-primary-use-case-for-apache-kafka-and-how-has-it-impacted-your-data-streaming-processes) - [What is Apache Kafka used for?](https://www.g2.com/discussions/apache-kafka-what-is-apache-kafka-used-for) - 1 comment - [What is Apache Kafka architecture?](https://www.g2.com/discussions/apache-kafka-what-is-apache-kafka-architecture) - [What is Kafka in software?](https://www.g2.com/discussions/what-is-kafka-in-software) - [What are the characteristics of Apache Kafka?](https://www.g2.com/discussions/apache-kafka-what-are-the-characteristics-of-apache-kafka) ### 9. [RabbitMQ](https://www.g2.com/products/rabbitmq/reviews) 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 all major operating systems. It supports most developer platforms, multiple messaging protocols and can be deployed in distributed and federated configurations to meet high-scale, high-availability requirements. **Average Rating:** 4.1/5.0 **Total Reviews:** 45 **How Do G2 Users Rate RabbitMQ?** - **Application Integration:** 8.4/10 (Category avg: 8.7/10) - **Plugins and integrations:** 7.8/10 (Category avg: 8.3/10) - **Data Integration:** 7.9/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.1/10 (Category avg: 8.7/10) **Who Is the Company Behind RabbitMQ?** - **Seller:** [Broadcom](https://www.g2.com/sellers/broadcom-ab3091cd-4724-46a8-ac89-219d6bc8e166) - **Year Founded:** 1991 - **HQ Location:** San Jose, CA - **Twitter:** @broadcom (63,909 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/broadcom/ (55,094 employees on LinkedIn®) - **Ownership:** NASDAQ: CA **Who Uses This Product?** - **Who Uses This:** Software Engineer - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 40% Mid-Market, 36% Small-Business #### What Are Recent G2 Reviews of RabbitMQ? **"[One of the most reliable and scalable message broker](https://www.g2.com/survey_responses/rabbitmq-review-8739013)"** **Rating:** 4.0/5.0 stars *— Verified User in Computer Software* [Read full review](https://www.g2.com/survey_responses/rabbitmq-review-8739013) --- **"[The best payload transfer tool](https://www.g2.com/survey_responses/rabbitmq-review-9496271)"** **Rating:** 5.0/5.0 stars *— Mohit S.* [Read full review](https://www.g2.com/survey_responses/rabbitmq-review-9496271) --- #### What Are G2 Users Discussing About RabbitMQ? - [What is vmware RabbitMQ?](https://www.g2.com/discussions/what-is-vmware-rabbitmq) - [What is RabbitMQ vs Kafka?](https://www.g2.com/discussions/what-is-rabbitmq-vs-kafka) - [Is RabbitMQ a software?](https://www.g2.com/discussions/is-rabbitmq-a-software) - 1 comment - [What is RabbitMQ used for?](https://www.g2.com/discussions/what-is-rabbitmq-used-for) ### 10. [meshIQ](https://www.g2.com/products/meshiq/reviews) meshIQ is the enterprise evolution platform purpose-built to transform how organizations manage and optimize their middleware—the digital nervous system of the enterprise. It provides unified visibility, control, and modernization of messaging, event streaming, and B2B transactional flows across all middleware vendors, all environments, and at enterprise scale. Acting as a real-time intelligence layer across your entire ecosystem, meshIQ connects, monitors, and analyzes every message, event, and business transaction with forensic-level insight, so you can run incredibly lean operations with confidence and control. By eliminating the expense, complexity, and manual nature of managing multiple middleware platforms, meshIQ helps enterprises dramatically cut OPEX, resolve incidents and disputes up to 70% faster, reduce manual reconciliation efforts, and accelerate service delivery. The platform also provides a safe, fast, and reliable path to modernize middleware and migrate to modern architectures such as Apache Kafka®, ActiveMQ®, and cloud-native environments—without disruption. And with built-in B2B Flow Intelligence, organizations can assure every business transaction to safeguard revenue, meet regulatory requirements, and protect customer trust and experiences. **Average Rating:** 4.6/5.0 **Total Reviews:** 98 **How Do G2 Users Rate meshIQ?** - **Application Integration:** 8.2/10 (Category avg: 8.7/10) - **Plugins and integrations:** 8.3/10 (Category avg: 8.3/10) - **Data Integration:** 8.5/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 8.7/10) **Who Is the Company Behind meshIQ?** - **Seller:** [meshIQ](https://www.g2.com/sellers/meshiq) - **Company Website:** https://www.meshiq.com/ - **Year Founded:** 1994 - **HQ Location:** Plainview, NY - **LinkedIn® Page:** https://www.linkedin.com/company/nastel-technologies/ (62 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer - **Top Industries:** Banking, Information Technology and Services - **Company Size:** 43% Enterprise, 37% Mid-Market #### What Are meshIQ's Pros and Cons? **Pros:** - Ease of Use (33 reviews) - Real-time Monitoring (20 reviews) - User Interface (17 reviews) - Monitoring (15 reviews) - Useful (11 reviews) **Cons:** - Difficult Learning (14 reviews) - Learning Curve (14 reviews) - Complexity (11 reviews) - Difficult Configuration (10 reviews) - Learning Difficulty (10 reviews) ### What Do G2 Reviewers Say About meshIQ? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **user-friendly design** of meshIQ, making it accessible and efficient for all experience levels. - Users value the **real-time monitoring** of meshIQ, which enhances efficiency and ensures smooth operations across platforms. - Users praise the **intuitive user interface** of meshIQ, making monitoring and troubleshooting middleware environments effortless. - Users value the **deep visibility** meshIQ provides, simplifying monitoring and troubleshooting across middleware environments. - Users value the **deep visibility** provided by meshIQ, making monitoring and troubleshooting middleware environments effortless. **Cons:** - Users find the **difficult learning** curve of meshIQ daunting, making it challenging to navigate its powerful features effectively. - Users find the **learning curve steep** initially, needing time to navigate the platform's vast features effectively. - Users find the **complexity of setup and configuration** in meshIQ challenging, especially for those unfamiliar with observability tools. - Users find **difficult configuration** in meshIQ challenging, particularly during setup and integration with existing systems. - Users find the **learning difficulty** of meshIQ challenging, especially during setup and configuration for new users. #### What Are Recent G2 Reviews of meshIQ? **"[Robust Message Tracking, Needs Better Observability](https://www.g2.com/survey_responses/meshiq-review-11712309)"** **Rating:** 4.0/5.0 stars *— kamalakar r.* [Read full review](https://www.g2.com/survey_responses/meshiq-review-11712309) --- **"[User-Friendly Monitoring Tool with Customization and Scalability Concerns](https://www.g2.com/survey_responses/meshiq-review-12569079)"** **Rating:** 4.0/5.0 stars *— Ashok Kumar B.* [Read full review](https://www.g2.com/survey_responses/meshiq-review-12569079) --- ### 11. [Amazon MQ](https://www.g2.com/products/amazon-mq/reviews) 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. **Average Rating:** 3.6/5.0 **Total Reviews:** 15 **How Do G2 Users Rate Amazon MQ?** - **Application Integration:** 7.8/10 (Category avg: 8.7/10) - **Plugins and integrations:** 7.4/10 (Category avg: 8.3/10) - **Data Integration:** 8.0/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.7/10) **Who Is the Company Behind Amazon MQ?** - **Seller:** [Amazon Web Services (AWS)](https://www.g2.com/sellers/amazon-web-services-aws-3e93cc28-2e9b-4961-b258-c6ce0feec7dd) - **Year Founded:** 2006 - **HQ Location:** Seattle, WA - **Twitter:** @awscloud (2,232,483 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/amazon-web-services/ (156,424 employees on LinkedIn®) - **Ownership:** NASDAQ: AMZN **Who Uses This Product?** - **Company Size:** 50% Small-Business, 39% Mid-Market #### What Are Amazon MQ's Pros and Cons? **Pros:** - Cloud Storage (1 reviews) - Data Management (1 reviews) - Integrations (1 reviews) - Scalability (1 reviews) - Security Protection (1 reviews) **Cons:** - Complexity Issues (1 reviews) - Complex Setup (1 reviews) - Connectivity Issues (1 reviews) - Cost Management (1 reviews) - Expensive (1 reviews) ### What Do G2 Reviewers Say About Amazon MQ? *AI-generated summary from verified user reviews* **Pros:** - Users highlight the **exceptional scalability** of AWS Cloud Storage, allowing seamless expansion as data needs grow. - Users value the **exceptional scalability** of Amazon MQ, facilitating seamless expansion to meet growing data needs. - Users value the **seamless integration capabilities** of Amazon MQ, enhancing collaboration and optimizing overall data management. - Users appreciate the **exceptional scalability** of Amazon MQ, allowing seamless expansion as their data needs grow. - Users value the **robust security measures** of Amazon MQ, ensuring their sensitive data remains well-protected. **Cons:** - Users face **complexity issues** with pricing, setup, and data transfer, making the experience challenging at times. - Users find the **complex setup** of Amazon MQ challenging, often requiring advanced technical knowledge for configuration. - Users experience **connectivity issues** that hinder data transfer speeds and overall performance with Amazon MQ. - Users find that **complex pricing** for Amazon MQ can lead to unexpected costs without careful management. - Users find the **pricing complex** , with potential for escalating costs if storage needs are not managed properly. #### What Are Recent G2 Reviews of Amazon MQ? **"[Good PAAS MQ](https://www.g2.com/survey_responses/amazon-mq-review-9400496)"** **Rating:** 4.0/5.0 stars *— אייל .* [Read full review](https://www.g2.com/survey_responses/amazon-mq-review-9400496) --- **"[AWS Cloud Storage: Empowering Data Management with Innovation and Insight](https://www.g2.com/survey_responses/amazon-mq-review-8120153)"** **Rating:** 4.5/5.0 stars *— Pankaj D.* [Read full review](https://www.g2.com/survey_responses/amazon-mq-review-8120153) --- ### 12. [Lobster Data Platform](https://www.g2.com/products/lobster-data-platform/reviews) Lobster is a Supply Chain Integration Platform headquartered in Germany. We help organisations connect any partner, system, and data format in a single platform, so they can move beyond simply transporting data and actually make it operational. For more than 20 years, we have been building integration solutions for logistics, retail, and manufacturing. Our platform covers three core areas: Integration (EDI, APIs, cloud apps, legacy systems), Orchestration (automated workflows and processes), and Collaboration (self-service portals for partners and suppliers). With over 90 pre-built connectors, customers can onboard partners in any format or protocol without replacing what already works. What sets Lobster apart is ownership. Our customers stay in full control of their data flows. Their teams configure changes, onboard new partners, and adjust formats themselves, without waiting weeks for consultants or vendor tickets. Built-in AI supports configuration, error analysis, and documentation, so even complex setups remain manageable. Most customers go live within four weeks. Over 1,500 companies worldwide, including HARIBO, HP, Hermes, Tchibo, Schaeffler, DHL, and Lufthansa Cargo, rely on Lobster to keep their supply chains running reliably, securely (ISO certified), and at scale. **Average Rating:** 4.6/5.0 **Total Reviews:** 106 **How Do G2 Users Rate Lobster Data Platform?** - **Application Integration:** 9.8/10 (Category avg: 8.7/10) - **Plugins and integrations:** 8.3/10 (Category avg: 8.3/10) - **Data Integration:** 9.4/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 8.7/10) **Who Is the Company Behind Lobster Data Platform?** - **Seller:** [Lobster Data GmbH](https://www.g2.com/sellers/lobster-data-gmbh) - **Company Website:** https://www.lobster-world.com/ - **Year Founded:** 2002 - **HQ Location:** Tutzing, Germany - **LinkedIn® Page:** https://www.linkedin.com/company/lobster-data-gmbh/ (324 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Logistics and Supply Chain, Transportation/Trucking/Railroad - **Company Size:** 61% Mid-Market, 26% Enterprise #### What Are Lobster Data Platform's Pros and Cons? **Pros:** - Ease of Use (19 reviews) - Customer Support (17 reviews) - Features (11 reviews) - Integrations (8 reviews) - User Interface (8 reviews) **Cons:** - Complexity (11 reviews) - UX Improvement (6 reviews) - Missing Features (5 reviews) - Poor Documentation (5 reviews) - Complex Usability (4 reviews) ### What Do G2 Reviewers Say About Lobster Data Platform? *AI-generated summary from verified user reviews* **Pros:** - Users find Lobster Data Platform's **ease of use** exceptional, simplifying EDI/data connections and interface creation effortlessly. - Users value the **fantastic customer support** of Lobster Data Platform for its quick and helpful responses. - Users appreciate the **powerful features** of Lobster Data Platform, enjoying its versatility and ease of use. - Users appreciate the **efficient integrations** of Lobster Data Platform, noting its user-friendly interface and extensive connectivity options. - Users commend the **friendly user interface** of Lobster Data Platform, enhancing integration efficiency and overall experience. **Cons:** - Users find the **complexity** of Lobster Data Platform challenging, requiring time to master and effectively utilize its features. - Users express concern over the **inconsistent documentation** and recent UI changes, affecting usability and learning efficiency. - Users find the **missing features** on the Lobster Data Platform limit its usability and overall effectiveness. - Users face **poor documentation** that lacks harmony and clarity, leading to confusion and unexpected issues during use. - Users find the **usability complex** with many functions and challenging problem-solving within the Lobster Data Platform. #### What Are Recent G2 Reviews of Lobster Data Platform? **"[Intuitive Platform, very easy to use, Needs Faster Bug Fixes](https://www.g2.com/survey_responses/lobster-data-platform-review-12470671)"** **Rating:** 4.5/5.0 stars *— Felix B.* [Read full review](https://www.g2.com/survey_responses/lobster-data-platform-review-12470671) --- **"[A Middleware solutions that really works](https://www.g2.com/survey_responses/lobster-data-platform-review-11356950)"** **Rating:** 4.5/5.0 stars *— Robert v.* [Read full review](https://www.g2.com/survey_responses/lobster-data-platform-review-11356950) --- ### 13. [Ably Realtime](https://www.g2.com/products/ably-realtime/reviews) Ably helps teams deliver resilient AI UX and high-performance live experiences that stay fast and in sync worldwide. We provide the global realtime layer for AI agents, chat, notifications, live dashboards, and collaboration - engineered to handle peak demand without self-managed infrastructure. Teams like HubSpot and Intercom use Ably to avoid the cost and complexity of building and operating realtime systems, while still getting predictable performance at serious scale, handling 2T+ API operations per month. Ably’s Pub/Sub, Chat, and AI Transport products are unified by design, with developer-friendly APIs and SDKs that integrate across your stack. **Average Rating:** 4.8/5.0 **Total Reviews:** 67 **How Do G2 Users Rate Ably Realtime?** - **Application Integration:** 9.4/10 (Category avg: 8.7/10) - **Plugins and integrations:** 8.5/10 (Category avg: 8.3/10) - **Data Integration:** 9.4/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 8.7/10) **Who Is the Company Behind Ably Realtime?** - **Seller:** [Ably Realtime](https://www.g2.com/sellers/ably-realtime) - **Year Founded:** 2016 - **HQ Location:** London, GB - **Twitter:** @ablyrealtime (1,862 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/ably-realtime (118 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Software Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 45% Small-Business, 28% Mid-Market #### What Are Ably Realtime's Pros and Cons? **Pros:** - Customer Support (14 reviews) - Ease of Use (14 reviews) - Easy Integrations (13 reviews) - Reliability (11 reviews) - Fast Communication (8 reviews) **Cons:** - Expensive (6 reviews) - Pricing Issues (4 reviews) - Data Management Issues (2 reviews) - Learning Curve (2 reviews) - Limitations (2 reviews) ### What Do G2 Reviewers Say About Ably Realtime? *AI-generated summary from verified user reviews* **Pros:** - Users praise the **responsive and knowledgeable customer support** of Ably Realtime, enhancing their overall experience. - Users find Ably Realtime's **ease of use** impressive, making setup and integration simple for their messaging needs. - Users value the **easy integrations** of Ably Realtime, facilitating seamless development and collaboration with robust support. - Users commend Ably for its **exceptional reliability** , with nearly 100% uptime that supports effective push notifications. - Users love the **fast communication** capabilities of Ably, ensuring seamless real-time interactions with minimal issues. **Cons:** - Users find the **cost of Ably Realtime high** , particularly challenging for startups, despite valuing its overall quality. - Users find that **pricing issues** necessitate careful budget management when scaling up their usage of Ably Realtime. - Users face **data management issues** due to lack of monitoring tools and complex usage limits, affecting planning. - Users find the **learning curve challenging** , requiring time to master Ably's powerful features despite excellent documentation. - Users find **usage limits difficult to understand** , resulting in potential plan upgrades that complicate management. #### What Are Recent G2 Reviews of Ably Realtime? **"[Real-time, Real Easy!](https://www.g2.com/survey_responses/ably-realtime-review-11185506)"** **Rating:** 5.0/5.0 stars *— Andy C.* [Read full review](https://www.g2.com/survey_responses/ably-realtime-review-11185506) --- **"[Ably has set us up for success to deliver live real-time experiences to millions of fans world wide](https://www.g2.com/survey_responses/ably-realtime-review-10984367)"** **Rating:** 4.5/5.0 stars *— Patrick C.* [Read full review](https://www.g2.com/survey_responses/ably-realtime-review-10984367) --- #### What Are G2 Users Discussing About Ably Realtime? - [How do you use Ably Realtime?](https://www.g2.com/discussions/how-do-you-use-ably-realtime) - [What does ably realtime do?](https://www.g2.com/discussions/what-does-ably-realtime-do) - 1 comment - [What is ably com?](https://www.g2.com/discussions/what-is-ably-com) - 1 comment, 1 upvote ### 14. [IBM Cloud Pak for Integration](https://www.g2.com/products/ibm-cloud-pak-for-integration/reviews) 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 APIs, connect cloud and on-premise applications, reliably move data with enterprise messaging, deliver real-time event interactions, transfer data across any cloud and deploy and scale with cloud-native architecture and shared foundational services — all with end-to-end enterprise-grade security and encryption, making up the broadest set of integration capabilities available on the market today. **Average Rating:** 4.2/5.0 **Total Reviews:** 39 **How Do G2 Users Rate IBM Cloud Pak for Integration?** - **Application Integration:** 8.6/10 (Category avg: 8.7/10) - **Plugins and integrations:** 7.8/10 (Category avg: 8.3/10) - **Data Integration:** 8.9/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 7.3/10 (Category avg: 8.7/10) **Who Is the Company Behind IBM Cloud Pak for Integration?** - **Seller:** [IBM](https://www.g2.com/sellers/ibm) - **Year Founded:** 1911 - **HQ Location:** Armonk, New York, United States - **Twitter:** @IBMSecurity (74,660 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1009/ (328,202 employees on LinkedIn®) - **Ownership:** SWX:IBM **Who Uses This Product?** - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 36% Mid-Market, 36% Enterprise #### What Are Recent G2 Reviews of IBM Cloud Pak for Integration? **"[My Experience with IBM Cloud Pak](https://www.g2.com/survey_responses/ibm-cloud-pak-for-integration-review-9142050)"** **Rating:** 4.0/5.0 stars *— Aman Y.* [Read full review](https://www.g2.com/survey_responses/ibm-cloud-pak-for-integration-review-9142050) --- **"[Great to work in IBM cloud](https://www.g2.com/survey_responses/ibm-cloud-pak-for-integration-review-9145389)"** **Rating:** 4.0/5.0 stars *— ashish s.* [Read full review](https://www.g2.com/survey_responses/ibm-cloud-pak-for-integration-review-9145389) --- #### What Are G2 Users Discussing About IBM Cloud Pak for Integration? - [What are the 6 current cloud Paks offered by IBM?](https://www.g2.com/discussions/ibm-cloud-pak-for-integration-what-are-the-6-current-cloud-paks-offered-by-ibm) - [What are the deployment options in IBM cloud Pak for Integration?](https://www.g2.com/discussions/what-are-the-deployment-options-in-ibm-cloud-pak-for-integration) - [Which statement describes the IBM Cloud Pak for Integration?](https://www.g2.com/discussions/which-statement-describes-the-ibm-cloud-pak-for-integration) - [What is included in cloud Pak for Integration?](https://www.g2.com/discussions/what-is-included-in-cloud-pak-for-integration) ### 15. [Azure Queue Storage](https://www.g2.com/products/azure-queue-storage/reviews) Azure Queue storage provides cloud messaging between application components. Queue storage gives you asynchronous message queueing for communication between application components, whether they are running in the cloud, on the desktop, on-premises, or on mobile devices. **Average Rating:** 3.9/5.0 **Total Reviews:** 12 **How Do G2 Users Rate Azure Queue Storage?** - **Application Integration:** 8.6/10 (Category avg: 8.7/10) - **Plugins and integrations:** 7.8/10 (Category avg: 8.3/10) - **Data Integration:** 8.7/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.7/10) **Who Is the Company Behind Azure Queue Storage?** - **Seller:** [Microsoft](https://www.g2.com/sellers/microsoft) - **Year Founded:** 1975 - **HQ Location:** Redmond, Washington - **Twitter:** @microsoft (13,091,739 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/microsoft/ (231,632 employees on LinkedIn®) - **Ownership:** MSFT **Who Uses This Product?** - **Company Size:** 38% Small-Business, 31% Enterprise #### What Are Recent G2 Reviews of Azure Queue Storage? **"[expert in storage queue](https://www.g2.com/survey_responses/azure-queue-storage-review-4886489)"** **Rating:** 4.0/5.0 stars *— Cương V.* [Read full review](https://www.g2.com/survey_responses/azure-queue-storage-review-4886489) --- **"[Nice temporary storage option](https://www.g2.com/survey_responses/azure-queue-storage-review-5022944)"** **Rating:** 5.0/5.0 stars *— Joy M.* [Read full review](https://www.g2.com/survey_responses/azure-queue-storage-review-5022944) --- #### What Are G2 Users Discussing About Azure Queue Storage? - [What are the types of queues offered by Azure?](https://www.g2.com/discussions/what-are-the-types-of-queues-offered-by-azure) - [Which characteristics are benefits of Azure blob storage?](https://www.g2.com/discussions/which-characteristics-are-benefits-of-azure-blob-storage) - [What are three types of storage available in Azure storage?](https://www.g2.com/discussions/what-are-three-types-of-storage-available-in-azure-storage) - [What are the uses of Azure queue storage?](https://www.g2.com/discussions/what-are-the-uses-of-azure-queue-storage) ### 16. [Red Hat AMQ](https://www.g2.com/products/red-hat-amq/reviews) 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 ActiveMQ and Apache Kafka—is a flexible messaging platform that delivers information reliably, enabling real-time integration and connecting the Internet of Things (IoT). **Average Rating:** 4.2/5.0 **Total Reviews:** 16 **How Do G2 Users Rate Red Hat AMQ?** - **Application Integration:** 8.1/10 (Category avg: 8.7/10) - **Plugins and integrations:** 7.3/10 (Category avg: 8.3/10) - **Data Integration:** 7.3/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.7/10) **Who Is the Company Behind Red Hat AMQ?** - **Seller:** [Red Hat](https://www.g2.com/sellers/red-hat) - **Year Founded:** 1993 - **HQ Location:** Raleigh, NC - **Twitter:** @RedHat (300,769 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3545/ (19,413 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software - **Company Size:** 50% Small-Business, 25% Enterprise #### What Are Recent G2 Reviews of Red Hat AMQ? **"[Review for Red Hat AMQ](https://www.g2.com/survey_responses/red-hat-amq-review-10174310)"** **Rating:** 5.0/5.0 stars *— AFTAB H.* [Read full review](https://www.g2.com/survey_responses/red-hat-amq-review-10174310) --- **"[Satisfactory and adorable!](https://www.g2.com/survey_responses/red-hat-amq-review-7154184)"** **Rating:** 4.5/5.0 stars *— Ashutosh M.* [Read full review](https://www.g2.com/survey_responses/red-hat-amq-review-7154184) --- #### What Are G2 Users Discussing About Red Hat AMQ? - [What is an AMQ broker?](https://www.g2.com/discussions/what-is-an-amq-broker) - [How do I start an AMQ broker?](https://www.g2.com/discussions/how-do-i-start-an-amq-broker) - [What is JBoss AMQ?](https://www.g2.com/discussions/what-is-jboss-amq) - 1 comment ### 17. [SAP Integration Suite](https://www.g2.com/products/sap-integration-suite/reviews) SAP Integration Suite (formerly SAP Cloud Platform Integration Suite) is an integration platform as a service (iPaaS) that allows the user to integrate on-premise and cloud-based applications and processes with tools and prebuilt content managed by SAP. With SAP Integration Suite, you can become future ready and scale up your integration capabilities to connect and contextualize experiences for customers, partners, and employees across the enterprise and extended ecosystems. **Average Rating:** 4.3/5.0 **Total Reviews:** 262 **How Do G2 Users Rate SAP Integration Suite?** - **Application Integration:** 10.0/10 (Category avg: 8.7/10) - **Data Integration:** 10.0/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.7/10) **Who Is the Company Behind SAP Integration Suite?** - **Seller:** [SAP](https://www.g2.com/sellers/sap) - **Company Website:** https://www.sap.com/ - **Year Founded:** 1972 - **HQ Location:** Walldorf - **Twitter:** @SAP (297,052 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/sap/ (141,955 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Senior Consultant, Consultant - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 51% Enterprise, 24% Mid-Market #### What Are SAP Integration Suite's Pros and Cons? **Pros:** - Ease of Use (66 reviews) - Integrations (60 reviews) - Easy Integrations (52 reviews) - Integration Capabilities (41 reviews) - API Integration (39 reviews) **Cons:** - Complexity (33 reviews) - Expensive (27 reviews) - Learning Curve (26 reviews) - Difficult Learning (22 reviews) - Difficult Debugging (20 reviews) ### What Do G2 Reviewers Say About SAP Integration Suite? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **ease of use** of SAP Integration Suite, enabling efficient integration and management of workflows effortlessly. - Users praise the **seamless connectivity** of SAP Integration Suite, highlighting its robust tools for efficient system integration. - Users appreciate the **easy integrations** offered by SAP Integration Suite, enhancing connectivity with seamless and scalable solutions. - Users commend the **extensive integration capabilities** of SAP Integration Suite, enhancing connectivity and scalability between systems. - Users appreciate the **robust API integration capabilities** of SAP Integration Suite, enabling seamless connections across multiple systems. **Cons:** - Users find SAP Integration Suite to have a **complexity** that can overwhelm beginners and hinder efficient usage. - Users express concerns about the **expensive pricing** of SAP Integration Suite, particularly with increasing data storage costs. - Users face a **steep learning curve** with SAP Integration Suite, complicating initial setup and integration for newcomers. - Users face a **difficult learning curve** with SAP Integration Suite, particularly in initial setup and debugging across integrations. - Users find **difficult debugging** a challenge in SAP Integration Suite, complicating troubleshooting and slowing down their workflow. #### What Are Recent G2 Reviews of SAP Integration Suite? **"[Excellent work tool in which you can manage information in various ways.](https://www.g2.com/survey_responses/sap-integration-suite-review-12801042)"** **Rating:** 5.0/5.0 stars *— Julian G.* [Read full review](https://www.g2.com/survey_responses/sap-integration-suite-review-12801042) --- **"[Efficient SAP Ecosystem Connectivity with Outstanding API Management](https://www.g2.com/survey_responses/sap-integration-suite-review-12616504)"** **Rating:** 4.5/5.0 stars *— Konjengbam M.* [Read full review](https://www.g2.com/survey_responses/sap-integration-suite-review-12616504) --- #### What Are G2 Users Discussing About SAP Integration Suite? - [What is SAP Integration Suite used for?](https://www.g2.com/discussions/what-is-sap-integration-suite-used-for) - 1 comment - [What is SAP cloud platform mobile services?](https://www.g2.com/discussions/what-is-sap-cloud-platform-mobile-services) - [How does SAP cloud platform work?](https://www.g2.com/discussions/how-does-sap-cloud-platform-work) - [What are the key functionalities of the SAP cloud platform?](https://www.g2.com/discussions/what-are-the-key-functionalities-of-the-sap-cloud-platform) - [What is SAP cloud platform?](https://www.g2.com/discussions/what-is-sap-cloud-platform) ### 18. [Apache RocketMQ](https://www.g2.com/products/apache-rocketmq/reviews) Apache RocketMQ is an open source distributed messaging and streaming data platform. **Average Rating:** 4.5/5.0 **Total Reviews:** 19 **How Do G2 Users Rate Apache RocketMQ?** - **Application Integration:** 8.1/10 (Category avg: 8.7/10) - **Plugins and integrations:** 7.8/10 (Category avg: 8.3/10) - **Data Integration:** 8.6/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 8.1/10 (Category avg: 8.7/10) **Who Is the Company Behind Apache RocketMQ?** - **Seller:** [The Apache Software Foundation](https://www.g2.com/sellers/the-apache-software-foundation) - **Year Founded:** 1999 - **HQ Location:** Wakefield, MA - **Twitter:** @TheASF (66,168 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/215982/ (2,408 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 42% Small-Business, 37% Enterprise #### What Are Recent G2 Reviews of Apache RocketMQ? **"[Apache rocket mq review](https://www.g2.com/survey_responses/apache-rocketmq-review-7976389)"** **Rating:** 5.0/5.0 stars *— Srinidhi_ n.* [Read full review](https://www.g2.com/survey_responses/apache-rocketmq-review-7976389) --- **"["Personal RocketMQ usage experience"](https://www.g2.com/survey_responses/apache-rocketmq-review-7962832)"** **Rating:** 5.0/5.0 stars *— Shaik M.* [Read full review](https://www.g2.com/survey_responses/apache-rocketmq-review-7962832) --- #### What Are G2 Users Discussing About Apache RocketMQ? - [What is Apache RocketMQ used for?](https://www.g2.com/discussions/what-is-apache-rocketmq-used-for) ### 19. [CloudAMQP](https://www.g2.com/products/cloudamqp/reviews) CloudAMQP automates every part of setup, running and scaling of RabbitMQ clusters. Available on all major cloud and application platforms. **Average Rating:** 4.3/5.0 **Total Reviews:** 16 **How Do G2 Users Rate CloudAMQP?** - **Application Integration:** 9.3/10 (Category avg: 8.7/10) - **Plugins and integrations:** 8.9/10 (Category avg: 8.3/10) - **Data Integration:** 9.2/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 8.7/10) **Who Is the Company Behind CloudAMQP?** - **Seller:** [84codes AB](https://www.g2.com/sellers/84codes-ab-836832e7-4788-43a8-922f-e0699b896c6a) - **Year Founded:** 2012 - **HQ Location:** Sweden - **Twitter:** @carlhoerberg (354 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/84codes-ab/ (49 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 56% Small-Business, 25% Enterprise #### What Are Recent G2 Reviews of CloudAMQP? **"[Elevating Messaging: A Deep Dive into CloudAMQP](https://www.g2.com/survey_responses/cloudamqp-review-8970202)"** **Rating:** 4.0/5.0 stars *— Nand Kishor S.* [Read full review](https://www.g2.com/survey_responses/cloudamqp-review-8970202) --- **"[Its better to switch to Cloud AMQP from RabbitMQ to save time and effort](https://www.g2.com/survey_responses/cloudamqp-review-9536683)"** **Rating:** 4.5/5.0 stars *— Abhinav M.* [Read full review](https://www.g2.com/survey_responses/cloudamqp-review-9536683) --- ### 20. [Apache Qpid](https://www.g2.com/products/apache-qpid/reviews) Apache Qpid is an open-source messaging system designed to implement the Advanced Message Queuing Protocol. **Average Rating:** 4.5/5.0 **Total Reviews:** 16 **How Do G2 Users Rate Apache Qpid?** - **Application Integration:** 8.3/10 (Category avg: 8.7/10) - **Plugins and integrations:** 8.8/10 (Category avg: 8.3/10) - **Data Integration:** 9.0/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.7/10) **Who Is the Company Behind Apache Qpid?** - **Seller:** [The Apache Software Foundation](https://www.g2.com/sellers/the-apache-software-foundation) - **Year Founded:** 1999 - **HQ Location:** Wakefield, MA - **Twitter:** @TheASF (66,168 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/215982/ (2,408 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 53% Small-Business, 41% Mid-Market #### What Are Recent G2 Reviews of Apache Qpid? **"[The best open-source messaging system - Apache Qpid Review](https://www.g2.com/survey_responses/apache-qpid-review-5121451)"** **Rating:** 5.0/5.0 stars *— Pranay C.* [Read full review](https://www.g2.com/survey_responses/apache-qpid-review-5121451) --- **"[Great multiplatform messaging service.](https://www.g2.com/survey_responses/apache-qpid-review-5403480)"** **Rating:** 4.0/5.0 stars *— Tandi B.* [Read full review](https://www.g2.com/survey_responses/apache-qpid-review-5403480) --- #### What Are G2 Users Discussing About Apache Qpid? - [What is Apache Proton?](https://www.g2.com/discussions/what-is-apache-proton) - [What is Qpid Proton C?](https://www.g2.com/discussions/apache-qpid-what-is-qpid-proton-c) - [What is Qpid Proton C?](https://www.g2.com/discussions/what-is-qpid-proton-c) - [What is Qpid client?](https://www.g2.com/discussions/apache-qpid-what-is-qpid-client) - [What is Qpid client?](https://www.g2.com/discussions/what-is-qpid-client) ### 21. [Apache ActiveMQ](https://www.g2.com/products/apache-activemq/reviews) Apache ActiveMQ is a popular and powerful open source messaging and Integration Patterns server. **Average Rating:** 4.3/5.0 **Total Reviews:** 15 **How Do G2 Users Rate Apache ActiveMQ?** - **Application Integration:** 8.3/10 (Category avg: 8.7/10) - **Plugins and integrations:** 7.5/10 (Category avg: 8.3/10) - **Data Integration:** 8.3/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 7.5/10 (Category avg: 8.7/10) **Who Is the Company Behind Apache ActiveMQ?** - **Seller:** [The Apache Software Foundation](https://www.g2.com/sellers/the-apache-software-foundation) - **Year Founded:** 1999 - **HQ Location:** Wakefield, MA - **Twitter:** @TheASF (66,168 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/215982/ (2,408 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 38% Enterprise, 38% Mid-Market #### What Are Recent G2 Reviews of Apache ActiveMQ? **"[ActiveMQ performance and use](https://www.g2.com/survey_responses/apache-activemq-review-7772566)"** **Rating:** 4.0/5.0 stars *— Shivraj K.* [Read full review](https://www.g2.com/survey_responses/apache-activemq-review-7772566) --- **"[Great Tool for Communication between Multiple Microservices](https://www.g2.com/survey_responses/apache-activemq-review-5425775)"** **Rating:** 5.0/5.0 stars *— Ajay V.* [Read full review](https://www.g2.com/survey_responses/apache-activemq-review-5425775) --- #### What Are G2 Users Discussing About Apache ActiveMQ? - [What is the difference between Kafka and ActiveMQ?](https://www.g2.com/discussions/what-is-the-difference-between-kafka-and-activemq) - 1 comment, 1 upvote - [What are advantages of using ActiveMQ over as example database?](https://www.g2.com/discussions/what-are-advantages-of-using-activemq-over-as-example-database) - [What are all the advanced features available in ActiveMQ?](https://www.g2.com/discussions/what-are-all-the-advanced-features-available-in-activemq) - [What is Apache ActiveMQ used for?](https://www.g2.com/discussions/what-is-apache-activemq-used-for) ### 22. [ZeroMQ](https://www.g2.com/products/zeromq/reviews) ZeroMQ is a high-performance asynchronous messaging library, aimed at use in distributed or concurrent applications. It provides a message queue, but unlike message-oriented middleware, a ZeroMQ system can run without a dedicated message broker. **Average Rating:** 4.3/5.0 **Total Reviews:** 21 **How Do G2 Users Rate ZeroMQ?** - **Application Integration:** 8.1/10 (Category avg: 8.7/10) - **Plugins and integrations:** 7.8/10 (Category avg: 8.3/10) - **Data Integration:** 7.3/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 7.0/10 (Category avg: 8.7/10) **Who Is the Company Behind ZeroMQ?** - **Seller:** [ZeroMQ](https://www.g2.com/sellers/zeromq) - **Year Founded:** 2003 - **HQ Location:** Delhi, DL - **Twitter:** @zeromq (370 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/zmq (56 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software - **Company Size:** 45% Small-Business, 36% Mid-Market #### What Are Recent G2 Reviews of ZeroMQ? **"[Easy to use message queue for small-medium projects](https://www.g2.com/survey_responses/zeromq-review-4515561)"** **Rating:** 5.0/5.0 stars *— Maria I.* [Read full review](https://www.g2.com/survey_responses/zeromq-review-4515561) --- **"[Fast and flexible. You can quickly devise the best pattern for your needs.](https://www.g2.com/survey_responses/zeromq-review-4528944)"** **Rating:** 4.5/5.0 stars *— Matteo F.* [Read full review](https://www.g2.com/survey_responses/zeromq-review-4528944) --- ### 23. [KubeMQ](https://www.g2.com/products/kubemq/reviews) Kubernetes Messaging Platform A message broker and message queue ideal for developers. Provides all messaging patterns, scalable, highly available, and secure. Connect microservices instantly using a rich set of connectors without writing any code. Easy-to-use SDKs and elimination of predefined topics, channels, brokers, and routes. Kubernetes Native Innovative and modern message queue and message broker in a lightweight container developed to run in Kubernetes, certified in the CNCF landscape, and connect natively to the cloud-native ecosystem. Ease of use Simple deployment in Kubernetes in less than 1 minute. Developer friendly by simple to use SDKs and elimination of the many developers and DevOps-centered challenges to define exchanges, brokers, channels, routes, and predefined topics. All messaging patterns KubeMQ available with all messaging patterns including Queue, Stream, Pub/Sub, and RPC. Saving the need to maintain multiple messaging platforms for different use cases. Hybrid Environments KubeMQ enables the microservices from multiple environments to communicate with each other and build one hybrid infrastructure solution across clouds, on-prem, and at the edge. Enterprise-grade assurance Enterprises have access to KubeMQ Operator from the Red Hat Container and Operator Catalog, a marketplace overseen and managed by Red Hat, with an assurance of the Red Hat certification, and enterprise support. **Average Rating:** 4.5/5.0 **Total Reviews:** 11 **How Do G2 Users Rate KubeMQ?** - **Application Integration:** 8.9/10 (Category avg: 8.7/10) - **Plugins and integrations:** 7.2/10 (Category avg: 8.3/10) - **Data Integration:** 8.3/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.7/10) **Who Is the Company Behind KubeMQ?** - **Seller:** [KubeMQ](https://www.g2.com/sellers/kubemq) - **Year Founded:** 2013 - **HQ Location:** New York, NY - **Twitter:** @KubeMq (173 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/kube-systems (1 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 92% Small-Business, 8% Mid-Market #### What Are Recent G2 Reviews of KubeMQ? **"[KubeMQ really light and incredibly efficient native message broker](https://www.g2.com/survey_responses/kubemq-review-4457444)"** **Rating:** 5.0/5.0 stars *— Jan D.* [Read full review](https://www.g2.com/survey_responses/kubemq-review-4457444) --- **"[KubeMQ user experience](https://www.g2.com/survey_responses/kubemq-review-4684887)"** **Rating:** 4.5/5.0 stars *— Verified User in Financial Services* [Read full review](https://www.g2.com/survey_responses/kubemq-review-4684887) --- #### What Are G2 Users Discussing About KubeMQ? - [What is KubeMQ used for?](https://www.g2.com/discussions/what-is-kubemq-used-for) ### 24. [EMQX](https://www.g2.com/products/emqx/reviews) EMQX is the world's most scalable and reliable MQTT Messaging Platform designed by EMQ Technologies. It supports 100M concurrent IoT device connections per cluster while maintaining the best-in-class throughput and sub-millisecond latency. It boasts more than 20,000 global users from over 50 countries, connecting more than 100 million IoT devices worldwide, and is trusted by over 300 customers in mission-critical IoT scenarios, including well-known brands like HPE, VMware, Verifone, SAIC Volkswagen and Ericsson. EMQX Enterprise: The World’s # 1 Scalable MQTT Messaging Platform -100M concurrent MQTT connections -1M/s messages throughput under 1ms latency -Business-critical reliability, Up to 99.99% SLA -Integrate IoT data seamlessly with over 40 cloud services and enterprise systems EMQX Cloud: Fully Managed MQTT Service for IoT - Scale as you need, pay as you go - Flexible and rich IoT data integration up to 40+ choices - Run in 19 regions across AWS, GCP, and Microsoft Azure - Worldwide 24/7 professional support with 99.99% uptime SLA - High availability and scalability for mission-critical IoT devices - 100% compliant with MQTT v5.0 standards. **Average Rating:** 4.6/5.0 **Total Reviews:** 22 **How Do G2 Users Rate EMQX?** - **Application Integration:** 6.7/10 (Category avg: 8.7/10) - **Plugins and integrations:** 6.7/10 (Category avg: 8.3/10) - **Data Integration:** 8.3/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 7.8/10 (Category avg: 8.7/10) **Who Is the Company Behind EMQX?** - **Seller:** [EMQ](https://www.g2.com/sellers/emq) - **Year Founded:** 2013 - **HQ Location:** Morgan Hill, CA - **Twitter:** @EMQTech (2,873 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/emqtech/ (108 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Information Technology and Services - **Company Size:** 126% Enterprise, 52% Mid-Market #### What Are Recent G2 Reviews of EMQX? **"[Fast, Scalable, and Reliable—EMQX Makes Real-Time MQTT Integration Easy](https://www.g2.com/survey_responses/emqx-review-11461542)"** **Rating:** 5.0/5.0 stars *— Sergio S.* [Read full review](https://www.g2.com/survey_responses/emqx-review-11461542) --- **"[Best in class MQTT broker on the market.](https://www.g2.com/survey_responses/emqx-review-9543119)"** **Rating:** 5.0/5.0 stars *— Karmavir J.* [Read full review](https://www.g2.com/survey_responses/emqx-review-9543119) --- ### 25. [Pro Edition for Eclipse Mosquitto](https://www.g2.com/products/pro-edition-for-eclipse-mosquitto/reviews) Pro Edition for Eclipse Mosquitto is a pro version of the world's #1 MQTT broker that quickly, stably, and reliably transmits data between IoT devices. Compared to the popular open-source version, our product offers professional MQTT broker and client administration and monitoring, MQTT High Availability, MQTT and REST API access, improved reliability, enhanced security, and professional support, making it an ideal solution for commercial use. Functionality highlights: - Leverages Mosquitto Management Center to manage MQTT broker instances and clusters from a single interface. - Ensures MQTT High Availability, making your solution available 24h. - Ensures security through the use of client certificates and custom certificate authorities, application tokens with role-based access and expiry dates, and the use of the native Dynamic Security plugin to control access rights. - Enables MQTT API and REST API to automate workflows and facilitate further integration with third-party systems. - Provides managed (cloud) and self-hosted (on-premises) instances for your project. - Supports MQTT protocol versions 3.0 and 5.0. Benefits: - Performance: Benefit from the low usage of computing resources and easily maintain up to 1 million concurrent connections. - Reliable and trusted by the global dev community: The product is a pro version of the most popular open-source MQTT broker with more than 500 million docker pulls worldwide, powered by up to 99.99% SLA to ensure business continuity. - Professional services and support: Our team can help you solve any issue, ensuring your project's successful implementation and maintenance. In addition, one can also request us to provide them with professional services. - Transparent pricing: We are open about pricing and have it available online. Being transparent about any costs related to your IoT project is our priority. **Average Rating:** 4.5/5.0 **Total Reviews:** 7 **How Do G2 Users Rate Pro Edition for Eclipse Mosquitto?** - **Application Integration:** 6.7/10 (Category avg: 8.7/10) - **Plugins and integrations:** 7.2/10 (Category avg: 8.3/10) - **Data Integration:** 7.8/10 (Category avg: 8.8/10) - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.7/10) **Who Is the Company Behind Pro Edition for Eclipse Mosquitto?** - **Seller:** [Cedalo AG](https://www.g2.com/sellers/cedalo-ag) - **Year Founded:** 2017 - **HQ Location:** Freiburg, Germany - **Twitter:** @cedalo_com (209 Twitter followers) - **LinkedIn® Page:** https://de.linkedin.com/company/cedalo-ag (21 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 86% Small-Business, 14% Enterprise #### What Are Recent G2 Reviews of Pro Edition for Eclipse Mosquitto? **"[Simplest but effective message broker for your IoT devices](https://www.g2.com/survey_responses/pro-edition-for-eclipse-mosquitto-review-9344233)"** **Rating:** 4.5/5.0 stars *— Alessandro R.* [Read full review](https://www.g2.com/survey_responses/pro-edition-for-eclipse-mosquitto-review-9344233) --- **"[Easy to setup MQTT broker.](https://www.g2.com/survey_responses/pro-edition-for-eclipse-mosquitto-review-6970870)"** **Rating:** 5.0/5.0 stars *— Akash P.* [Read full review](https://www.g2.com/survey_responses/pro-edition-for-eclipse-mosquitto-review-6970870) --- #### What Are G2 Users Discussing About Pro Edition for Eclipse Mosquitto? - [What is Eclipse Mosquitto used for?](https://www.g2.com/discussions/what-is-eclipse-mosquitto-used-for) ## What Is Message Queue (MQ) Software? [IT Management Software](https://www.g2.com/categories/it-management) ## What Software Categories Are Similar to Message Queue (MQ) Software? - [iPaaS Software](https://www.g2.com/categories/ipaas) - [Event Stream Processing Software](https://www.g2.com/categories/event-stream-processing) --- ## How Do You Choose the Right Message Queue (MQ) Software? ### What You Should Know 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.