# Best Message Queue Systems - Page 2

*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 (654 reviews) | Async enterprise integration with API-led queuing | "[Powerful DataWeave, Rich Connectors, and Strong API Governance with MuleSoft](https://www.g2.com/survey_responses/mulesoft-anypoint-platform-review-12850876)" |
| 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 (89 reviews) | High-throughput MQTT brokering for large-scale IoT | "[Reliable MQTT Sessions and Outstanding App-to-App Connectivity](https://www.g2.com/survey_responses/hivemq-review-12605432)" |
| 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 | "[Nastel xRay with powerful ML](https://www.g2.com/survey_responses/meshiq-review-6834033)" |


## G2 Grid® for Message Queue (MQ) Software
![G2 Grid® for Message Queue (MQ) Software plotting products by satisfaction and market presence](https://www.g2.com/categories/message-queue-mq/grids.png?focus%5B%5D=4208&focus%5B%5D=10911&focus%5B%5D=121712&focus%5B%5D=40547&focus%5B%5D=52187&focus%5B%5D=74185&focus%5B%5D=170955&focus%5B%5D=42780)
Highlighted products: MuleSoft Anypoint Platform, IBM MQ, HiveMQ, Google Cloud Pub/Sub, Azure Logic Apps, TIBCO Messaging, Hookdeck, and Apache Kafka.
Underlying data: [Grid® JSON](https://www.g2.com/categories/message-queue-mq/grids.json?focus%5B%5D=mulesoft-anypoint-platform&focus%5B%5D=ibm-mq&focus%5B%5D=hivemq&focus%5B%5D=google-cloud-pub-sub&focus%5B%5D=azure-logic-apps&focus%5B%5D=tibco-messaging&focus%5B%5D=hookdeck&focus%5B%5D=apache-kafka)


## 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**: meshIQ (+0.11%) - Among all products in this category, meshIQ recorded the largest rating increase compared to last month
*Last updated: July 09, 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:** [Lobster Data Platform](https://www.g2.com/products/lobster-data-platform/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=2026-07-09T22%3A16%3A35Z&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=db624215935bd289876d3df437154caf057107029ba95f12f9e0883be29ca69d&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. [Svix](https://www.g2.com/products/svix/reviews)
Svix is the enterprise ready webhooks sending service. With Svix, you can build a secure, reliable, and scalable webhook platform in minutes.


**Average Rating:** 5.0/5.0
**Total Reviews:** 14
**How Do G2 Users Rate Svix?**

- **Application Integration:** 10.0/10 (Category avg: 8.7/10)
- **Plugins and integrations:** 10.0/10 (Category avg: 8.3/10)
- **Data Integration:** 10.0/10 (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 Svix?**

- **Seller:** [Svix](https://www.g2.com/sellers/svix)
- **Year Founded:** 2021
- **HQ Location:** New York, US
- **Twitter:** @SvixHQ (662 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/svix/ (9 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Computer Software
- **Company Size:** 50% Small-Business, 50% Mid-Market


#### What Are Svix's Pros and Cons?

**Pros:**

- Communication Efficiency (1 reviews)
- Data Management (1 reviews)
- Ease of Use (1 reviews)
- Easy Integrations (1 reviews)
- Feature Innovation (1 reviews)

**Cons:**

- Complexity (1 reviews)
- Expensive (1 reviews)
- UX Improvement (1 reviews)


### What Do G2 Reviewers Say About Svix?
*AI-generated summary from verified user reviews*

**Pros:**

- Users value the **communication efficiency** of Svix, resulting in a smooth integration and minimal support requests.
- Users find that Svix’s **data management** simplifies webhook handling, enhancing overall efficiency and organization.
- Users praise the **ease of use** of Svix, allowing quick and hassle-free webhook setup that keeps customers satisfied.
- Users are thrilled with the **easy integrations** of Svix, allowing quick and hassle-free webhook setups.
- Users value the **robust feature set** of Svix, making webhook integration smooth and effective for their applications.

**Cons:**

- Users find the **complexity of the UI** challenging and unappealing, making customization difficult.
- Users find the **pricing to be quite expensive** for early-stage startups, despite having a helpful startup plan.
- Users find the **default UI lacking appeal** , as it doesn't align well with their design preferences.

#### What Are Recent G2 Reviews of Svix?

**"[The integration was smooth and saved us a lot of code](https://www.g2.com/survey_responses/svix-review-11140795)"**

**Rating:** 5.0/5.0 stars
*— Verified User in Computer Software*

[Read full review](https://www.g2.com/survey_responses/svix-review-11140795)

---

**"[Svix is a great webhooks platform](https://www.g2.com/survey_responses/svix-review-9561910)"**

**Rating:** 5.0/5.0 stars
*— Lanny W.*

[Read full review](https://www.g2.com/survey_responses/svix-review-9561910)

---



### 2. [BMC AMI Ops](https://www.g2.com/products/bmc-ami-ops/reviews)
BMC AMI Ops is an AI-driven mainframe operations management solution for IBM Z environments. It helps enterprises monitor, automate, and optimize the performance and availability of mission-critical systems while reducing operational complexity and manual effort. BMC AMI Ops uses real-time monitoring, intelligent automation, and predictive analytics to detect issues early, prioritize actions, and resolve problems faster across z/OS, Db2, IMS, and supporting infrastructure. The solution enables operations teams to shift from reactive monitoring to proactive, service-focused operations. Key capabilities include: - Real-time and predictive monitoring of mainframe workloads and resources - Intelligent automation to reduce manual intervention and operator dependency - Root cause analysis and anomaly detection to accelerate problem resolution - Service-level visibility aligned to business outcomes - On-premises execution that keeps operational data on the mainframe By modernizing mainframe operations with AI and automation, BMC AMI Ops helps organizations improve system reliability, reduce downtime, and operate IBM Z environments more efficiently at scale.


**Average Rating:** 4.1/5.0
**Total Reviews:** 34
**How Do G2 Users Rate BMC AMI Ops?**

- **Has the product been a good partner in doing business?:** 7.7/10 (Category avg: 8.7/10)

**Who Is the Company Behind BMC AMI Ops?**

- **Seller:** [BMC Software](https://www.g2.com/sellers/bmc-software)
- **Company Website:** https://www.bmc.com
- **Year Founded:** 1980
- **HQ Location:** Houston, TX
- **Twitter:** @BMCSoftware (47,946 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/1597/ (8,877 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Banking, Information Technology and Services
- **Company Size:** 51% Enterprise, 31% Small-Business



#### What Are Recent G2 Reviews of BMC AMI Ops?

**"[AI-Driven Mainframe Observability That Predicts Issues and Cuts Costs](https://www.g2.com/survey_responses/bmc-ami-ops-review-12997111)"**

**Rating:** 4.0/5.0 stars
*— Aswindev P.*

[Read full review](https://www.g2.com/survey_responses/bmc-ami-ops-review-12997111)

---

**"[Excellent Visibility and Monitoring for Reliable System Performance](https://www.g2.com/survey_responses/bmc-ami-ops-review-12995959)"**

**Rating:** 4.0/5.0 stars
*— Om V.*

[Read full review](https://www.g2.com/survey_responses/bmc-ami-ops-review-12995959)

---


#### What Are G2 Users Discussing About BMC AMI Ops?

- [What is BMC AMI Ops Automation for Capping used for?](https://www.g2.com/discussions/what-is-bmc-ami-ops-automation-for-capping-used-for)
- [What is BMC Compuware ThruPut Manager used for?](https://www.g2.com/discussions/what-is-bmc-compuware-thruput-manager-used-for)
- [What is BMC AMI Ops Monitoring used for?](https://www.g2.com/discussions/what-is-bmc-ami-ops-monitoring-used-for)
- [What is BMC AMI Capacity and Cost used for?](https://www.g2.com/discussions/what-is-bmc-ami-capacity-and-cost-used-for)
- [What is BMC AMI Cost Management used for?](https://www.g2.com/discussions/what-is-bmc-ami-cost-management-used-for)

### 3. [Solace Platform](https://www.g2.com/products/solace-platform/reviews)
Solace Platform is an event-driven integration and streaming platform. Solace helps enterprises connect and integrate anything, anywhere, reliably and in real-time, through the power of event-driven architecture. With the Solace Platform, a next-generation event-driven integration and streaming platform, the company provides a comprehensive way for organizations to stream, integrate and govern events from where they are produced to where they need to be consumed - securely, reliably and quickly. Established enterprises worldwide trust Solace to modernize their application and integration landscape; enable time-sensitive applications and processes at scale; and create seamless digital experiences for their customers, partners and employees. The Solace Platform lets organizations build and enable time-sensitive apps and business processes at scale, simplify and modernize your application and integration landscape, and create seamless digital experiences for customers, partners and employees.


**Average Rating:** 4.4/5.0
**Total Reviews:** 6
**How Do G2 Users Rate Solace Platform?**

- **Application Integration:** 8.3/10 (Category avg: 8.7/10)
- **Plugins and integrations:** 8.3/10 (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 Solace Platform?**

- **Seller:** [Solace](https://www.g2.com/sellers/solace)
- **Year Founded:** 2001
- **HQ Location:** Kanata, CA
- **Twitter:** @solacedotcom (6,188 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/solacedotcom/ (669 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 71% Enterprise, 14% Mid-Market


#### What Are Solace Platform's Pros and Cons?

**Pros:**

- Customer Support (1 reviews)
- Flexibility (1 reviews)
- Performance Efficiency (1 reviews)
- Scalability (1 reviews)
- User Interface (1 reviews)

**Cons:**

- Complexity (1 reviews)
- Difficult Learning (1 reviews)
- Messaging Issues (1 reviews)
- Resource Intensive Learning (1 reviews)
- Slow Processing (1 reviews)


### What Do G2 Reviewers Say About Solace Platform?
*AI-generated summary from verified user reviews*

**Pros:**

- Users value the **responsive and knowledgeable customer support** of Solace Platform, ensuring issues are resolved quickly at any time.
- Users value the **flexibility** of the Solace Platform, facilitating seamless integration with various systems and legacy applications.
- Users value the **high performance and scalability** of Solace Platform, ideal for large-scale event-driven applications.
- Users commend the **scalability** of Solace Platform, effectively managing high volumes for large-scale applications.
- Users value the **user-friendly interface** of Solace Platform, making it easy to design, deploy, and monitor applications.

**Cons:**

- Users find the **initial complexity** and learning curve of Solace Platform challenging, impacting effective implementation and usage.
- Users find the **difficult learning** curve challenging, complicating the understanding and implementation of advanced features.
- Users face **messaging issues** like slow transmission speeds and challenges with high-volume event processing on Solace Platform.
- Users find the **initial learning curve** challenging, complicating the implementation of Solace Platform features.
- Users face **slow processing** with large messaging sizes, impacting timely data transmission and event handling.

#### What Are Recent G2 Reviews of Solace Platform?

**"[Enhancing Enterprise with Solace PubSub+ Event portal](https://www.g2.com/survey_responses/solace-platform-review-9830943)"**

**Rating:** 4.5/5.0 stars
*— Kalpesh J.*

[Read full review](https://www.g2.com/survey_responses/solace-platform-review-9830943)

---

**"[Overall rich in features high performance.](https://www.g2.com/survey_responses/solace-platform-review-10191075)"**

**Rating:** 4.0/5.0 stars
*— Kumar E.*

[Read full review](https://www.g2.com/survey_responses/solace-platform-review-10191075)

---


#### What Are G2 Users Discussing About Solace Platform?

- [What is PubSub+ used for?](https://www.g2.com/discussions/what-is-pubsub-used-for)
- [What is Solace PubSub+ Event Portal used for?](https://www.g2.com/discussions/what-is-solace-pubsub-event-portal-used-for)

### 4. [Alibaba Message Service](https://www.g2.com/products/alibaba-message-service/reviews)
Alibaba Cloud Message Service is a distributed message queuing and notification service that supports concurrent operations to facilitate message transfer between applications and decoupled systems. Alibaba Cloud Message Service enables users to move data between distributed applications to achieve complex tasks, and build decoupled fault tolerant applications.


**Average Rating:** 3.0/5.0
**Total Reviews:** 3

**Who Is the Company Behind Alibaba Message Service?**

- **Seller:** [Alibaba](https://www.g2.com/sellers/alibaba)
- **HQ Location:** Hangzhou
- **Twitter:** @alibaba_cloud (1,189,812 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/1218665/ (5,110 employees on LinkedIn®)
- **Ownership:** BABA
- **Total Revenue (USD mm):** $509,711

**Who Uses This Product?**
- **Company Size:** 67% Enterprise, 33% Small-Business



#### What Are Recent G2 Reviews of Alibaba Message Service?

**"[Alibaba Message Service: a very useful tool](https://www.g2.com/survey_responses/alibaba-message-service-review-3326287)"**

**Rating:** 4.0/5.0 stars
*— Anna A.*

[Read full review](https://www.g2.com/survey_responses/alibaba-message-service-review-3326287)

---

**"[All messages organized](https://www.g2.com/survey_responses/alibaba-message-service-review-2307608)"**

**Rating:** 4.5/5.0 stars
*— Martín H.*

[Read full review](https://www.g2.com/survey_responses/alibaba-message-service-review-2307608)

---


#### What Are G2 Users Discussing About Alibaba Message Service?

- [What is Alibaba Message Service used for?](https://www.g2.com/discussions/what-is-alibaba-message-service-used-for)

### 5. [Infrared360](https://www.g2.com/products/infrared360/reviews)
Infrared360® is a Lightweight, Cloud-ready, Single-Interface Solution for Secure Administration, Monitoring, Synthetic Transactions, User Auditing, and Real-Time Analytics of All Your Enterprise Middleware Environments. Infrared360® is the only enterprise messaging monitoring and management solution that keeps your environment secure with Trusted Spaces™ that lets you keep users seeing and working only in the areas they should and promotes secure collaboration across departments, teams, locations, and partners. Infrared360® provides True Real-Time™ monitoring with automatic notification of potential problems so you can maintain an optimally performing middleware layer.


**Average Rating:** 4.6/5.0
**Total Reviews:** 10
**How Do G2 Users Rate Infrared360?**

- **Application Integration:** 9.4/10 (Category avg: 8.7/10)
- **Plugins and integrations:** 9.4/10 (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?:** 8.3/10 (Category avg: 8.7/10)

**Who Is the Company Behind Infrared360?**

- **Seller:** [Avada Software](https://www.g2.com/sellers/avada-software)
- **Year Founded:** 2006
- **HQ Location:** East Rutherford, NJ
- **Twitter:** @AvadaSoftware (187 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/avada-software (12 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 50% Small-Business, 30% Enterprise



#### What Are Recent G2 Reviews of Infrared360?

**"[Infrared360 has a user-friendly interface that makes it easy to use and navigate.](https://www.g2.com/survey_responses/infrared360-review-7941721)"**

**Rating:** 4.5/5.0 stars
*— Verified User in Management Consulting*

[Read full review](https://www.g2.com/survey_responses/infrared360-review-7941721)

---

**"[Infrared360 Recommendation](https://www.g2.com/survey_responses/infrared360-review-9413689)"**

**Rating:** 5.0/5.0 stars
*— Neelufur M.*

[Read full review](https://www.g2.com/survey_responses/infrared360-review-9413689)

---



### 6. [ApsaraMQ for RocketMQ](https://www.g2.com/products/apsaramq-for-rocketmq/reviews)
Alibaba Cloud Message Queue (MQ) is a distributed message queue service independently developed by Alibaba and fully hosted on the Alibaba Cloud platform. It supports reliable message-based asynchronous communication among microservices, distributed systems, and serverless applications. This service can be used to easily create a scalable distributed system with loose coupling and high availability


**Average Rating:** 4.3/5.0
**Total Reviews:** 2
**How Do G2 Users Rate ApsaraMQ for RocketMQ?**

- **Application Integration:** 8.3/10 (Category avg: 8.7/10)
- **Plugins and integrations:** 8.3/10 (Category avg: 8.3/10)
- **Data Integration:** 9.2/10 (Category avg: 8.8/10)

**Who Is the Company Behind ApsaraMQ for RocketMQ?**

- **Seller:** [Alibaba](https://www.g2.com/sellers/alibaba)
- **HQ Location:** Hangzhou
- **Twitter:** @alibaba_cloud (1,189,812 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/1218665/ (5,110 employees on LinkedIn®)
- **Ownership:** BABA
- **Total Revenue (USD mm):** $509,711

**Who Uses This Product?**
- **Company Size:** 50% Enterprise, 50% Mid-Market



#### What Are Recent G2 Reviews of ApsaraMQ for RocketMQ?

**"[Alibaba Message Queue, a great alternative.](https://www.g2.com/survey_responses/apsaramq-for-rocketmq-review-3410912)"**

**Rating:** 4.5/5.0 stars
*— Vanessa C.*

[Read full review](https://www.g2.com/survey_responses/apsaramq-for-rocketmq-review-3410912)

---

**"[Are you looking for an excellent asynchronous message queue service? ...Alibaba Cloud Message queue](https://www.g2.com/survey_responses/apsaramq-for-rocketmq-review-3391900)"**

**Rating:** 4.0/5.0 stars
*— noah b.*

[Read full review](https://www.g2.com/survey_responses/apsaramq-for-rocketmq-review-3391900)

---


#### What Are G2 Users Discussing About ApsaraMQ for RocketMQ?

- [What is Alibaba Message Queue used for?](https://www.g2.com/discussions/what-is-alibaba-message-queue-used-for)

### 7. [Confide](https://www.g2.com/products/confide-inc-confide/reviews)
Confide gives you the comfort of knowing that your private communication will now truly stay that way.


**Average Rating:** 4.8/5.0
**Total Reviews:** 2

**Who Is the Company Behind Confide?**

- **Seller:** [Confide](https://www.g2.com/sellers/confide-2abab28d-f88b-4ff5-a295-bde3a15bd020)
- **Year Founded:** 2013
- **HQ Location:** New York, US
- **Twitter:** @confide (1,523 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/getconfide (2 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 100% Small-Business


#### What Are Confide's Pros and Cons?

**Pros:**

- Security (1 reviews)



### What Do G2 Reviewers Say About Confide?
*AI-generated summary from verified user reviews*

**Pros:**

- Users appreciate the **privacy and security features** of Confide, particularly the effective screenshot prevention.


#### What Are Recent G2 Reviews of Confide?

**"[Great app for sensitive material](https://www.g2.com/survey_responses/confide-review-4699746)"**

**Rating:** 5.0/5.0 stars
*— Brittany B.*

[Read full review](https://www.g2.com/survey_responses/confide-review-4699746)

---

**"[Messenger Chat Privacy & Security](https://www.g2.com/survey_responses/confide-review-8355777)"**

**Rating:** 4.5/5.0 stars
*— Ovy O.*

[Read full review](https://www.g2.com/survey_responses/confide-review-8355777)

---



### 8. [Intel MPI Library](https://www.g2.com/products/intel-mpi-library/reviews)
Intel MPI Library is a multifabric message-passing library that implements the open-source MPICH specification. Use the library to create, maintain, and test advanced, complex applications that perform better on HPC clusters based on Intel processors.


**Average Rating:** 3.3/5.0
**Total Reviews:** 2
**How Do G2 Users Rate Intel MPI Library?**

- **Application Integration:** 8.3/10 (Category avg: 8.7/10)
- **Plugins and integrations:** 8.3/10 (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?:** 8.3/10 (Category avg: 8.7/10)

**Who Is the Company Behind Intel MPI Library?**

- **Seller:** [Intel Corporation](https://www.g2.com/sellers/intel-corporation)
- **Year Founded:** 1968
- **HQ Location:** Santa Clara, CA
- **Twitter:** @intel (4,467,591 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/1053/ (106,198 employees on LinkedIn®)
- **Ownership:** NASDAQ:INTC

**Who Uses This Product?**
- **Company Size:** 100% Small-Business





### 9. [Tembo](https://www.g2.com/products/tembo/reviews)
Tembo is a multi-workload Postgres managed service that enables organizations to harness the full power of Postgres for transactional, analytical, and AI workloads. With robust SaaS and self hosted deployment options, Tembo enables everyone – from the smallest startups to the Fortune 500 – to go “all in” on Postgres, achieving unprecedented stability and efficiency across a variety of applications and use cases. With Tembo, customers get all the stability, reliability, and extensibility of Postgres open source with enhanced observability, compliance, and developer experience.


**Average Rating:** 4.7/5.0
**Total Reviews:** 26
**How Do G2 Users Rate Tembo?**

- **Application Integration:** 10.0/10 (Category avg: 8.7/10)
- **Plugins and integrations:** 9.2/10 (Category avg: 8.3/10)
- **Data Integration:** 10.0/10 (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 Tembo?**

- **Seller:** [Tembo](https://www.g2.com/sellers/tembo)
- **Year Founded:** 2022
- **HQ Location:** Cincinnati, US
- **Twitter:** @tembo_io (3 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/tembo-inc/ (31 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Computer Software
- **Company Size:** 85% Small-Business, 15% Mid-Market


#### What Are Tembo's Pros and Cons?

**Pros:**

- Ease of Use (16 reviews)
- Features (12 reviews)
- Integrations (10 reviews)
- Ease of Setup (8 reviews)
- Easy Integrations (8 reviews)

**Cons:**

- Limited Flexibility (5 reviews)
- AWS Dependency (4 reviews)
- Cloud Limitations (4 reviews)
- Expensive (4 reviews)
- Limited Customization (4 reviews)


### What Do G2 Reviewers Say About Tembo?
*AI-generated summary from verified user reviews*

**Pros:**

- Users love the **ease of use** of Tembo, finding it simple to set up and great for team collaboration.
- Users appreciate the **user-friendly dashboard and seamless team collaboration** of Tembo, enhancing organization and productivity.
- Users commend the **easy integrations** with various data sources, streamlining workflows and enhancing productivity effortlessly.
- Users value the **ease of setup** with Tembo, enjoying its intuitive interface and quick deployment features.
- Users highlight the **easy integrations** of Tembo, enabling quick deployment and seamless data management across platforms.

**Cons:**

- Users find the **limited flexibility** of Tembo a drawback, hindering customization and integration with other platforms.
- Users find the **exclusive dependency on AWS** limiting, urging for broader cloud service integration to enhance usability.
- Users highlight the **limited cloud integration** of Tembo, wishing for support beyond just AWS for better functionality.
- Users find Tembo to be **expensive** , especially for small businesses with varying costs and complexity in understanding pricing.
- Users find the **limited customization** options of Tembo restricts flexibility and may not meet all needs.

#### What Are Recent G2 Reviews of Tembo?

**"[Tembo - good solution for database hosting & management](https://www.g2.com/survey_responses/tembo-review-10807698)"**

**Rating:** 4.0/5.0 stars
*— Dana Y.*

[Read full review](https://www.g2.com/survey_responses/tembo-review-10807698)

---

**"[DB Management but simplified](https://www.g2.com/survey_responses/tembo-review-10798093)"**

**Rating:** 4.5/5.0 stars
*— Srivishnu  S.*

[Read full review](https://www.g2.com/survey_responses/tembo-review-10798093)

---



### 10. [deepstream.io](https://www.g2.com/products/deepstream-io/reviews)
deepstream.io is a realtime server that manages TCP and WebSocket connections. It offers data-sync, request-response and pub-sub patterns and is compatible with a wide range of databases, caches and messaging systems.


**Average Rating:** 4.0/5.0
**Total Reviews:** 1

**Who Is the Company Behind deepstream.io?**

- **Seller:** [deepstreamhub](https://www.g2.com/sellers/deepstreamhub-48ee84b9-cea6-488a-a651-aed02b8a139d)
- **Year Founded:** 2016
- **HQ Location:** Berlin, DE
- **LinkedIn® Page:** https://www.linkedin.com/company/10446930 (2 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 100% Small-Business



#### What Are Recent G2 Reviews of deepstream.io?

**"[Best for real time data synchronization](https://www.g2.com/survey_responses/deepstream-io-review-8218240)"**

**Rating:** 4.0/5.0 stars
*— Himanshu S.*

[Read full review](https://www.g2.com/survey_responses/deepstream-io-review-8218240)

---



### 11. [EnMasse](https://www.g2.com/products/enmasse/reviews)
EnMasse is an open source project for managed, self-service messaging on Kubernetes , and provides a uniform interface to manage different underlying messaging technologies. EnMasse can run on your own infrastructure or in the cloud, and simplifies running a messaging infrastructure for your organization.


**Average Rating:** 4.5/5.0
**Total Reviews:** 1
**How Do G2 Users Rate EnMasse?**

- **Application Integration:** 10.0/10 (Category avg: 8.7/10)
- **Plugins and integrations:** 10.0/10 (Category avg: 8.3/10)
- **Data Integration:** 10.0/10 (Category avg: 8.8/10)

**Who Is the Company Behind EnMasse?**

- **Seller:** [EnMasse](https://www.g2.com/sellers/enmasse)
- **Year Founded:** 2010
- **HQ Location:** London, GB
- **LinkedIn® Page:** https://www.linkedin.com/company/enmasse (31 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 100% Enterprise, 100% Small-Business



#### What Are Recent G2 Reviews of EnMasse?

**"[Allows a technologically efficient communication with the customers](https://www.g2.com/survey_responses/enmasse-review-9857930)"**

**Rating:** 4.5/5.0 stars
*— Kenneth M.*

[Read full review](https://www.g2.com/survey_responses/enmasse-review-9857930)

---



### 12. [IBM Messages for RabbitMQ](https://www.g2.com/products/ibm-messages-for-rabbitmq/reviews)
Support multiple messaging protocols with the message broker that lets you route, track, and queue messages with customizable persistence levels, delivery settings, and publish confirmations


**Average Rating:** 3.5/5.0
**Total Reviews:** 1
**How Do G2 Users Rate IBM Messages for RabbitMQ?**

- **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?:** 6.7/10 (Category avg: 8.7/10)

**Who Is the Company Behind IBM Messages for RabbitMQ?**

- **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?**
- **Company Size:** 100% Enterprise




#### What Are G2 Users Discussing About IBM Messages for RabbitMQ?

- [What is IBM Compose for RabbitMQ used for?](https://www.g2.com/discussions/what-is-ibm-compose-for-rabbitmq-used-for)

### 13. [IronMQ](https://www.g2.com/products/ironmq/reviews)
IronMQ is a lightning fast message queue that scales on demand. With its Push Queue technology, application developers are able to create dynamic hooks into their queues that help save valuable development hours. A lot of the "glue" code that usually needs to be written when with interacting with a message queue is handled natively by IronMQ. It is also able to deploy fully on-premise. Not only that, but it's faster and just as secure as RabbitMQ and SQS. We offer a free 14 day trial, no cards or commitments. All products can be managed via an online UI or via a robust HTTP API. Iron's products run on public clouds as well as On-premise. Iron.io is a suite of tools allow a busy developer to do what they do best, BUILD, without having to manage any underlying infrastructure. Its tools are lightweight, secure, and allow developers the ability to get started quickly.


**Average Rating:** 2.5/5.0
**Total Reviews:** 1
**How Do G2 Users Rate IronMQ?**

- **Has the product been a good partner in doing business?:** 5.0/10 (Category avg: 8.7/10)

**Who Is the Company Behind IronMQ?**

- **Seller:** [Iron](https://www.g2.com/sellers/iron)
- **Year Founded:** 2011
- **HQ Location:** Las Vegas, Nevada
- **Twitter:** @getiron (3,401 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2415699/ (4 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 100% Small-Business




#### What Are G2 Users Discussing About IronMQ?

- [What is IronMQ used for?](https://www.g2.com/discussions/what-is-ironmq-used-for)

### 14. [MigratoryData Server](https://www.g2.com/products/migratorydata-server/reviews)
The MigratoryData Server is a distributed WebSocket messaging server designed to handle up to 10 million concurrent clients from a single commodity server. For over a decade, MigratoryData Server has been utilized by a wide range of companies, from innovative startups to Fortune Global 500 giants, to power real-time applications with millions of end-users.


**Average Rating:** 4.5/5.0
**Total Reviews:** 1
**How Do G2 Users Rate MigratoryData Server?**

- **Application Integration:** 8.3/10 (Category avg: 8.7/10)
- **Plugins and integrations:** 10.0/10 (Category avg: 8.3/10)
- **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 MigratoryData Server?**

- **Seller:** [Migratory Data Systems](https://www.g2.com/sellers/migratory-data-systems)
- **Year Founded:** 2004
- **HQ Location:** Iasi, RO
- **LinkedIn® Page:** https://www.linkedin.com/company/migratorydata (2 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 100% Small-Business



#### What Are Recent G2 Reviews of MigratoryData Server?

**"[Most scalable web socket messaging server](https://www.g2.com/survey_responses/migratorydata-server-review-8397697)"**

**Rating:** 4.5/5.0 stars
*— Ankit G.*

[Read full review](https://www.g2.com/survey_responses/migratorydata-server-review-8397697)

---



### 15. [AutoMQ](https://www.g2.com/products/automq/reviews)
AutoMQ is the most mature open-source Diskless Kafka platform for making Apache Kafka dramatically cheaper, easier to operate, and instantly elastic in the cloud. Used in production by teams at JD.com, Grab, Geely, Tencent, Honda, LG U+, Bambu Lab, and FunPlus. If you want to: 1. Reduce Kafka infrastructure cost by moving durable data from expensive broker disks to object storage. 2. Lower Kafka operational complexity by eliminating heavy disk management, capacity planning, and slow rebalancing workflows. 3. Scale Kafka up and down in seconds without moving massive amounts of data between brokers. 4. Improve resource efficiency by separating compute from storage and scaling each layer independently. Try AutoMQ: https://www.automq.com/?utm\_source=g2&utm\_medium=referral&utm\_campaign=g2\_profile&utm\_content=try\_automq GitHub: github.com/AutoMQ/automq



**Who Is the Company Behind AutoMQ?**

- **Seller:** [AutoMQ](https://www.g2.com/sellers/automq)
- **Year Founded:** 2022
- **HQ Location:** DOVER, US
- **LinkedIn® Page:** https://www.linkedin.com/company/automq (15 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 100% Small-Business





### 16. [Axon Server](https://www.g2.com/products/axon-server/reviews)
Axon Server Run modern applications seamlessly with zero-configuration message routing and event storage Axon Server is our custom-built scalable and highly available event store and message delivery system, which coordinates the communication between components, considering the expectations for each type of message: commands, events, and queries. This allows systems to evolve as their functional or technical needs change over time. Furthermore, Axon Server can track all changes as a reliable source of truth, guaranteed to contain the whole truth and nothing but the truth. Message routing and event store in one Axon Server is freely available to get started quickly and easily. Various options are available for different deployments to give you the assurance and functionality you need. The Axon Server "Starter", "Pro" and "Enterprise" plans offer additional functionality on top of the free "Developer" plan. Additional functionality such as SLA-backed support, clustering, monitoring, and integration features. Ensuring your application is ready for any deployment. Expansion packs are available for security and compliance, global multi-data center deployments, and big-data applications. Zero configuration management Microservices systems are often associated with complex configuration management. Setting up service discovery and message routing correctly is a time-consuming and error-prone task. Axon Server eliminates this complexity. Because it’s built for this purpose, it performs service discovery and message routing with zero configuration. It just works. Real-time insight In a complex microservices system, it can be hard to understand what’s going on when teams need to debug a problem. Axon Server helps: it automatically provides a graphical overview of our landscape, with drill-down functionality to get detailed information about message handlers. Also, it allows you to do ad hoc querying on events, extracting specific information from JSON or XML event payloads. Easy scale-out As your application becomes more successful, you may need to scale your service components horizontally. Axon Server makes it easy: spin up new instances, and Axon Server takes care of the rest. It detects multiple copies of the same service and deals with this correctly for commands, events, and queries. No matter whether you have two instances or 50.



**Who Is the Company Behind Axon Server?**

- **Seller:** [AxonIQ](https://www.g2.com/sellers/axoniq)
- **Year Founded:** 2017
- **HQ Location:** Utrecht, NL
- **LinkedIn® Page:** https://www.linkedin.com/company/axoniq (39 employees on LinkedIn®)






### 17. [Bevywise MQTT Broker](https://www.g2.com/products/bevywise-mqtt-broker/reviews)
Bevywise MQTT Broker is a high-performance and lightweight MQTT server developed to support efficient IoT and M2M communication. It is designed to deliver reliable message exchange between connected devices and applications while maintaining high scalability. The broker is capable of managing thousands of simultaneous device connections without compromising performance, making it suitable for deployments that require stable and low-latency data transmission. By using industry-standard SSL/TLS encryption and authentication mechanisms, it ensures secure and protected data communication across networks. The broker supports flexible data persistence by integrating with multiple database options such as MySQL, PostgreSQL, MongoDB, and other storage solutions. This flexibility allows businesses to store, retrieve, and manage device data based on their existing infrastructure and operational needs. A major highlight of the Bevywise MQTT Broker is its customizable rule engine, which allows users to filter incoming data, apply transformations, and automate processing workflows before forwarding the information to external applications, enterprise systems, or analytics platforms. To simplify monitoring and device management, the broker includes built-in dashboards and visualization widgets that provide real-time insights into device status, message flow, and system performance. These visualization capabilities help organizations monitor operations efficiently and make informed decisions quickly. Developers benefit from easy integration options through REST APIs and plug-and-play extensions, enabling faster application development and seamless connectivity with third-party systems. The platform also supports integration with AI and machine learning models, allowing users to extract advanced insights and predictive analytics from device data. Bevywise MQTT Broker can be deployed both on-premise and in cloud environments, offering flexibility based on organizational requirements. It simplifies device connectivity, improves operational efficiency, and provides a secure, scalable, and dependable foundation for building and managing large-scale IoT and Industrial IoT ecosystems.


**Average Rating:** 4.0/5.0
**Total Reviews:** 2
**How Do G2 Users Rate Bevywise MQTT Broker?**

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.7/10)

**Who Is the Company Behind Bevywise MQTT Broker?**

- **Seller:** [Bevywise Networks](https://www.g2.com/sellers/bevywise-networks)
- **Year Founded:** 2017
- **HQ Location:** Newark, US
- **Twitter:** @BevyWise (210 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/bevywise-networks/ (38 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 100% Mid-Market



#### What Are Recent G2 Reviews of Bevywise MQTT Broker?

**"[MQTTRoute :- Robust integration, Scalability, and Security, Yet Navigating Initial Complexity](https://www.g2.com/survey_responses/bevywise-mqtt-broker-review-8977848)"**

**Rating:** 4.5/5.0 stars
*— Verified User in Real Estate*

[Read full review](https://www.g2.com/survey_responses/bevywise-mqtt-broker-review-8977848)

---



### 18. [Centrifugo](https://www.g2.com/products/centrifugo/reviews)
Centrifugo is an open-source real-time messaging server. Centrifugo can instantly deliver messages to application online users connected over supported transports (WebSocket, HTTP-streaming, SSE/EventSource, WebTransport, GRPC). Centrifugo is built around channel concept – clients subscribe to channels to receive publications – so it's a user-facing PUB/SUB server. Centrifugo is language-agnostic and can be used to build chat apps, live comments, multiplayer games, real-time data visualizations, collaborative tools, etc., in combination with any backend and frontend. It is well suited for modern architectures and allows decoupling of business logic from the real-time transport layer.



**Who Is the Company Behind Centrifugo?**

- **Seller:** [Centrifugal Labs LTD](https://www.g2.com/sellers/centrifugal-labs-ltd)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)






### 19. [Enduro/X](https://www.g2.com/products/enduro-x/reviews)
Enduro/X is application server and middleware for high performance, fault tolerant distributed transaction processing, based on microservices technology allowing horizontal scaling of the solution. Enduro/X can be programmed in C/C++ and Go programming languages with community bindings for Python, Perl and PHP. How ever new programming languages will be added, such as Java. Application server allows transparent microservices shared a cross the cluster, very effective workload balacing with one-server-multiple-servers approach. Middleware gives programmers to create loosely coupled client and server executables, which all to gather makes the application. These loosely interfaces allows to patch the application in real time and ensure forward and backward compatibility between executable modules. The core technology is to use local IPC kernel resources such as Posix queues or System V queues for client-server communications. Instead of Sockets, queues are block oriented, faster and requires less configuration than sockets, thus in overall Enduro/X apps are more stable in long term and simpler to administer.



**Who Is the Company Behind Enduro/X?**

- **Seller:** [Mavimax](https://www.g2.com/sellers/mavimax)
- **HQ Location:** DIJON, FR
- **Twitter:** @mavimaxltd
- **LinkedIn® Page:** http://www.linkedin.com/company/mavimax (7 employees on LinkedIn®)






### 20. [Hooklistener](https://www.g2.com/products/hooklistener/reviews)
Hooklistener is a webhook infrastructure platform designed to simplify how developers work with event-driven systems. Whether you’re debugging payloads, routing webhooks to multiple destinations, or managing retries and failures, Hooklistener gives you full visibility and control without the overhead of custom infrastructure.



**Who Is the Company Behind Hooklistener?**

- **Seller:** [Lemonity](https://www.g2.com/sellers/lemonity)
- **Year Founded:** 2024
- **HQ Location:** Barcelona, Spain
- **Twitter:** @hooklistener (11 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)






### 21. [HYTE MQ](https://www.g2.com/products/hyte-mq/reviews)
HYTE MQ is an advanced messaging platform based on Apache ActiveMQ, an Open Source enterprise messaging system that is heavily relied on by many Fortune 500 companies. HYTE MQ provides reliable data transmission, delivery and ordering of data traffic. For developers, this significantly reduces the amount of coding complexity required when moving data between enterprise applications. HYTE MQ runs on all Kubernetes distributions, providing a Messaging Platform as a Service, as well as virtual machines and bare metal installations. HYTE provides both 24x7 and standard business hour support.



**Who Is the Company Behind HYTE MQ?**

- **Seller:** [HYTE Technologies](https://www.g2.com/sellers/hyte-technologies)
- **HQ Location:** Dallas, US
- **LinkedIn® Page:** https://www.linkedin.com/company/hyte (5 employees on LinkedIn®)






### 22. [Instaclustr Managed Kafka](https://www.g2.com/products/instaclustr-managed-kafka/reviews)
NetApp® Instaclustr for Apache Kafka® is a managed event streaming platform that enables organizations to deploy, operate, and scale Apache Kafka clusters for distributed data processing. It is designed for IT operations teams, DevOps engineers, software architects, and businesses that require reliable, secure, and scalable streaming infrastructure without the complexity of self-managing open source technologies. NetApp Instaclustr for Apache Kafka supports enterprises and technology-driven organizations that need to ingest, process, and analyze large volumes of data in real time. Common use cases include log aggregation, real-time analytics, data pipeline orchestration, and event-driven application architectures. The platform provides automated provisioning, monitoring, scaling, and maintenance of Apache Kafka clusters across public cloud environments and on-premises data centers. Instaclustr offers multiple deployment models, including fully managed clusters, enterprise support, consulting, and training services. Key features and benefits: - Managed Kafka clusters with automated deployment, configuration, and scaling - 24x7 expert support backed by service level agreements (SLAs) - Professional services for architecture, migration, and optimization - Certified training for technical teams on Apache Kafka best practices - Security and compliance controls, including SOC 2, ISO 27001, ISO 27018, GDPR, PCI-DSS, HIPAA NetApp Instaclustr for Apache Kafka helps organizations address challenges such as limited in-house expertise, integration complexity, and the need for reliable, scalable, and secure event streaming operations.


**Average Rating:** 4.3/5.0
**Total Reviews:** 11
**How Do G2 Users Rate Instaclustr Managed Kafka?**

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 8.7/10)

**Who Is the Company Behind Instaclustr Managed Kafka?**

- **Seller:** [NetApp](https://www.g2.com/sellers/netapp)
- **Year Founded:** 1992
- **HQ Location:** Sunnyvale, California
- **Twitter:** @NetApp (118,015 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2105/ (12,682 employees on LinkedIn®)
- **Ownership:** NASDAQ

**Who Uses This Product?**
- **Company Size:** 55% Enterprise, 27% Mid-Market



#### What Are Recent G2 Reviews of Instaclustr Managed Kafka?

**"[All the best bits of open source software without any of the bad bits](https://www.g2.com/survey_responses/instaclustr-managed-kafka-review-5002921)"**

**Rating:** 5.0/5.0 stars
*— Nick M.*

[Read full review](https://www.g2.com/survey_responses/instaclustr-managed-kafka-review-5002921)

---

**"[Excellent Kafka service provider](https://www.g2.com/survey_responses/instaclustr-managed-kafka-review-4996618)"**

**Rating:** 4.5/5.0 stars
*— Verified User in Financial Services*

[Read full review](https://www.g2.com/survey_responses/instaclustr-managed-kafka-review-4996618)

---


#### What Are G2 Users Discussing About Instaclustr Managed Kafka?

- [What is the difference between Apache Kafka and confluent Kafka?](https://www.g2.com/discussions/what-is-the-difference-between-apache-kafka-and-confluent-kafka)
- [What is Kafka software used for?](https://www.g2.com/discussions/what-is-kafka-software-used-for)
- [What is Managed Service Kafka?](https://www.g2.com/discussions/what-is-managed-service-kafka)
- [What are the key features of Kafka?](https://www.g2.com/discussions/what-are-the-key-features-of-kafka)

### 23. [LavinMQ](https://www.g2.com/products/lavinmq/reviews)
LavinMQ is an extremely fast Message Broker that handles a large amounts of messages and connections. It implements the AMQP 0-9-1 protocol and runs on a single node in order to maximize performance, yet without compromising availability.



**Who Is the Company Behind LavinMQ?**

- **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®)






### 24. [MQ Manager](https://www.g2.com/products/mq-manager/reviews)
A Key Part of Fortra (the new face of HelpSystems) Halcyon is proud to be part of Fortra’s comprehensive cybersecurity portfolio. Fortra simplifies today’s complex cybersecurity landscape by bringing complementary products together to solve problems in innovative ways. These integrated, scalable solutions address the fast-changing challenges you face in safeguarding your organization. With the help of the powerful protection from MQ Manager and others, Fortra is your relentless ally, here for you every step of the way throughout your cybersecurity journey.



**Who Is the Company Behind MQ Manager?**

- **Seller:** [Fortra](https://www.g2.com/sellers/fortra)
- **Year Founded:** 1982
- **HQ Location:** Eden Prairie, Minnesota
- **Twitter:** @fortraofficial (2,773 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/fortra (1,755 employees on LinkedIn®)






### 25. [MQ Visual Edit](https://www.g2.com/products/mq-visual-edit/reviews)
MQ Visual Edit allows users to view, manipulate and manage messages in a queue and/or a topic of an IBM MQ queue manager.



**Who Is the Company Behind MQ Visual Edit?**

- **Seller:** [Capitalware](https://www.g2.com/sellers/capitalware)
- **Year Founded:** 2001
- **HQ Location:** London, CA
- **LinkedIn® Page:** https://www.linkedin.com/company/capitalware/ (2 employees on LinkedIn®)







## 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.