# Top Free AIOps Tools - Page 2

## How Many AIOps Tools Products Does G2 Track?

**Total Products under this Category:** 122

### Category Stats (Aug 2026)

- **Average Rating:** 4.5/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** ScienceLogic AI Platform (+4.0%) - Among all products in this category, ScienceLogic AI Platform recorded the largest rating increase compared to last month

_Last updated: August 04, 2026_

## How Does G2 Rank AIOps Tools Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 12,600+ Authentic Reviews
- 122+ 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.

## G2 Grid® for AIOps Tools
 ![G2 Grid® for AIOps Tools plotting products by satisfaction and market presence](https://www.g2.com/categories/aiops-platforms/grids.png?focus%5B%5D=115948&focus%5B%5D=17351&focus%5B%5D=16222&focus%5B%5D=27540&focus%5B%5D=2056&focus%5B%5D=39741&focus%5B%5D=3824&focus%5B%5D=6081)

Highlighted products: ServiceNow IT Operations Management, OpManager Nexus, Atera, IBM Instana, Dynatrace, ScienceLogic AI Platform, Datadog, and Elastic Observability.

Underlying data: [Grid® JSON](https://www.g2.com/categories/aiops-platforms/grids.json?focus%5B%5D=servicenow-it-operations-management&focus%5B%5D=opmanager-nexus&focus%5B%5D=atera&focus%5B%5D=ibm-instana&focus%5B%5D=dynatrace&focus%5B%5D=sciencelogic-ai-platform&focus%5B%5D=datadog&focus%5B%5D=elastic-observability)

**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_llm&secure%5Bcategory_id%5D=2107&secure%5Bchosen_at%5D=2026-08-05T18%3A10%3A50Z&secure%5Bdisplayable_resource_id%5D=2107&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=2107&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=115094&secure%5Bresource_id%5D=2107&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Faiops-platforms%2Ffree%3Fcategory_id%3Daiops-platforms%26page%3D2&secure%5Btoken%5D=485f864b75cc4439b871a5bc48f4359a795e1cdfebcc923518cfdd1dd6021072&secure%5Burl%5D=https%3A%2F%2Fwww.meshiq.com%2F&secure%5Burl_type%5D=company_website)

### [CloudFabrix](https://www.g2.com/products/cloudfabrix/reviews)

Data-centric AIOps Platform for Hybrid Deployments Powered by Robotic Data Automation Fabric (RDAF) Enabling the Autonomous Enterprise! - CloudFabrix was founded on a deep desire to enable Autonomous Enterprises. As we interviewed several big and small enterprises, one thing became very apparent. As Digital businesses were becoming more complex and abstract, it was impossible for traditional data management disciplines and frameworks to meet these requirements. As we dug deeper, 3 building blocks emerged as key pillars for embarking on a autonomous enterprise journey – the enterprise needed to adopt 1) Data-First 2) AI-First and 3) Automate Everywhere strategy. CloudFabrix AIOps platform provides the following services. 1) Alert Noise Reduction 2) Incident Management 3) Predictive Analytics & Anomaly Detection 4) FinOps/Asset Intelligence & Analytics 5) Log Intelligence. CloudFabrix Platform powered by RDAF has six differentiating pillars. 1) Data fabric for data integration & automation 2) Low Code/No Code Observability Pipelines to aggregate, transform, enrich correlate and route 3) Continuous Learning for explainable AI/ML models & transformers 4) AIOps as a service for multi-tenant, distributed hybrid consumption 5) Observability Dashboards for full stack observability insights 6) Full Stack Mappings for dependency and impact data model and maps CloudFabrix empowers IT leaders and operations personnel with actionable intelligence to make faster and better decisions. CloudFabrix is headquartered in Pleasanton, CA with branch offices in India and the United Kingdom.

**Average Rating:** 4.8/5.0

**Total Reviews:** 10

#### How Do G2 Users Rate CloudFabrix?

- **Systems Monitoring:** 10.0/10 (Category avg: 9.0/10)
- **Artificial Intelligence:** 10.0/10 (Category avg: 8.6/10)
- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)
- **Reporting:** 8.9/10 (Category avg: 8.8/10)

#### Who Is the Company Behind CloudFabrix?

- **Seller:** [CloudFabrix Software](https://www.g2.com/sellers/cloudfabrix-software)
- **Year Founded:** 2015
- **HQ Location:** Pleasanton, California
- **Twitter:** @CloudFabrix  
4 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=06c7dde5ee38b3f33726c4438f248e146c2cd72e4c39cc60722f4f3bf285d5c3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ffabrix.ai&secure%5Burl_type%5D=linkedin_company_website)  
118 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software
- **Company Size:** 50% Medium, 30% Small

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

**["Best platform for datacentric AIOps"](https://www.g2.com/survey_responses/cloudfabrix-review-9898363)**

**Rating:** 5.0/5.0 stars

_— Deepak T._

[Read full review](https://www.g2.com/survey_responses/cloudfabrix-review-9898363)

**["Very easy to build data and analytics pipelines with CloudFabrix's RDA platform and its data bots"](https://www.g2.com/survey_responses/cloudfabrix-review-7162497)**

**Rating:** 5.0/5.0 stars

_— Palaniappan S._

[Read full review](https://www.g2.com/survey_responses/cloudfabrix-review-7162497)

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

- [What is CloudFabrix Software used for?](https://www.g2.com/discussions/what-is-cloudfabrix-software-used-for)

### [Digitate](https://www.g2.com/products/digitate/reviews)

Launched in 2015, Digitate is a leading provider of SaaS-based autonomous enterprise software, bringing agility, assurance, and resiliency to IT and business operations. Digitate’s flagship offering, ignio™, is an award-winning, AIOps platform that accelerates the automation of IT lifecycle tasks from triaging to resolution. It combines unified observability, AI-powered insights, and closed-loop automation to deliver better visibility and control over business KPIs in hybrid and multi-cloud environments. Further, it enables predictive and preventive operations with intelligent recommendations and self-healing. Our customers span multiple industries and include Fortune 500 companies and global enterprises that are leaders and innovators. Digitate empowers customers every day to innovate and manage workloads, increase business velocity, and deliver superior end-user experiences.

**Average Rating:** 4.4/5.0

**Total Reviews:** 130

#### How Do G2 Users Rate Digitate?

- **Systems Monitoring:** 8.5/10 (Category avg: 9.0/10)
- **Artificial Intelligence:** 7.7/10 (Category avg: 8.6/10)
- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.1/10)
- **Reporting:** 8.2/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Digitate?

- **Seller:** [Digitate](https://www.g2.com/sellers/digitate)
- **Company Website:** digitate.com
- **Year Founded:** 2015
- **HQ Location:** Santa Clara, US
- **Twitter:** @igniobydigitate  
3,763 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c8b573858a3fb93ef0e455e97b120007607875c868d8aef8ec0231bfff393d72&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Figniobydigitate%2F&secure%5Burl_type%5D=linkedin_company_website)  
345 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Manager
- **Top Industries:** Retail, Pharmaceuticals
- **Company Size:** 81% Large, 10% Medium

#### What Do G2 Reviewers Say About Digitate?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **exceptional AI capabilities** of Digitate, significantly enhancing operational efficiency and analytics.
- Users value the **effective automation** capabilities of Digitate, enhancing operational efficiency and reducing manual efforts significantly.
- Users value the **knowledgeable customer support** from Digitate, enhancing IT operations with effective assistance and partnership.
- Users note the **significant productivity improvements** achieved with Digitate, enhancing operational efficiency and reducing effort.
- Users value the **prompt email alert system** of Digitate Ignio for effective monitoring and quick action on issues.

##### Cons

- Users find the **implementation process time-consuming** , often requiring more time than initially anticipated due to various complexities.
- Users find the **difficult learning** curve of Digitate challenging, impacting the efficiency of implementation and usage.
- Users find the **setup complexity** of Digitate challenging, making customization and initial configuration demanding for newcomers.
- Users note **limited features** in Digitate, expressing a need for more direct involvement and improved documentation.
- Users find the **slow implementation** of Digitate solutions frustrating, expecting quicker resolutions and setup times.

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

**["Enabling Proactive Monitoring and Intelligent Automation"](https://www.g2.com/survey_responses/digitate-review-12463195)**

**Rating:** 5.0/5.0 stars

_— Amit C._

[Read full review](https://www.g2.com/survey_responses/digitate-review-12463195)

**["Great Performance and Partnership with Digitate"](https://www.g2.com/survey_responses/digitate-review-8773703)**

**Rating:** 4.5/5.0 stars

_— Halie R._

[Read full review](https://www.g2.com/survey_responses/digitate-review-8773703)

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

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

### [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:** 99

#### How Do G2 Users Rate meshIQ?

- **Systems Monitoring:** 9.4/10 (Category avg: 9.0/10)
- **Artificial Intelligence:** 9.4/10 (Category avg: 8.6/10)
- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.1/10)
- **Reporting:** 9.5/10 (Category avg: 8.8/10)

#### Who Is the Company Behind meshIQ?

- **Seller:** [meshIQ](https://www.g2.com/sellers/meshiq)
- **Company Website:** www.meshiq.com
- **Year Founded:** 1994
- **HQ Location:** Plainview, NY
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6ae12737b76d06acefae1190bf0238ab1bc7076e40569f64e10b7e757474e81a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnastel-technologies%2F&secure%5Burl_type%5D=linkedin_company_website)  
62 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Software Engineer
- **Top Industries:** Banking, Information Technology and Services
- **Company Size:** 43% Large, 37% Medium

#### What Do G2 Reviewers Say About meshIQ?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **ease of use** of meshIQ, appreciating its intuitive design and unified view across platforms.
- Users value the **real-time monitoring** of meshIQ, facilitating quick issue detection and enhancing operational efficiency.
- Users appreciate the **intuitive user interface** of meshIQ, enabling quick insights for both technical and management teams.
- Users appreciate the **deep visibility** into middleware environments, making monitoring and troubleshooting significantly easier.
- Users appreciate the **deep visibility into middleware environments** provided by meshIQ, simplifying monitoring and troubleshooting significantly.

##### Cons

- Users find the **difficult learning** curve of meshIQ overwhelming, especially for advanced configurations and heavy datasets.
- Users find the **learning curve steep** for MeshIQ, as the powerful features can be overwhelming initially.
- Users find the **complexity of initial setup** and dense configurations challenging, hindering effective use of meshIQ.
- Users find the **difficult configuration** of meshIQ time-consuming and challenging, especially for those unfamiliar with the system.
- Users find the **learning difficulty** of meshIQ challenging, particularly during initial setup and advanced feature usage.

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

**["MeshIQ Keeps Improving: Expanding Monitoring and Responsive Customer Success"](https://www.g2.com/survey_responses/meshiq-review-13208911)**

**Rating:** 4.0/5.0 stars

_— Tanumoy G._

[Read full review](https://www.g2.com/survey_responses/meshiq-review-13208911)

**["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)

### [Coralogix](https://www.g2.com/products/coralogix/reviews)

Coralogix is a modern, full-stack observability platform transforming how businesses process and understand their data. Our unique architecture powers in-stream analytics without reliance on indexing or hot storage. We specialize in comprehensive monitoring of logs, metrics, trace and security events, enhancing operational efficiency and reducing total cost of ownership by up to 70%. Coralogix stands out for its simple pricing model, based solely on data volume ingested and retained, and offers free, fast customer support with less than 30 second response time and 1 hour resolution time. Our platform covers the entire range of observability with features such as APM, RUM, SIEM, Kubernetes monitoring and more, all streamlined for quick integration and immediate value. Components within the stream store the system state to provide stateful insights and real-time alerting without ever needing to index the data — so there are never any trade-offs to achieve observability. Once ingested, parsed, and enriched, data is written remotely to an archive bucket controlled by the client. The archive can be queried directly at any time, from the platform UI or via CLI, giving users infinite retention with full control over, and access to, their data. View and query your data from any dashboard using any syntax. Coralogix has successfully completed relevant security and privacy compliances by BDO including GDPR, SOC 2, PCI, HIPAA, and ISO 27001/27701.

**Average Rating:** 4.6/5.0

**Total Reviews:** 339

#### How Do G2 Users Rate Coralogix?

- **Systems Monitoring:** 8.7/10 (Category avg: 9.0/10)
- **Artificial Intelligence:** 6.7/10 (Category avg: 8.6/10)
- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.1/10)
- **Reporting:** 8.8/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Coralogix?

- **Seller:** [Coralogix](https://www.g2.com/sellers/coralogix)
- **Company Website:** www.coralogix.com
- **Year Founded:** 2014
- **HQ Location:** San Francisco, CA
- **Twitter:** @Coralogix  
4,102 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ef56bf9e77f90e052266a03df08c90be65b7100d379c98d7e03372c2daaa8254&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3763125%2F&secure%5Burl_type%5D=linkedin_company_website)  
582 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Software Engineer, DevOps Engineer
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 53% Medium, 34% Large

#### What Do G2 Reviewers Say About Coralogix?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** in setting up Coralogix, benefiting from seamless integrations and efficient monitoring.
- Users value the **integrated log management** of Coralogix, enhancing speed and accuracy in root-cause analysis.
- Users praise the **responsive customer support** of Coralogix, ensuring quick resolutions and enhanced user experience.
- Users value the **real-time monitoring** capabilities of Coralogix, enhancing user experience and incident response efficiency.
- Users appreciate the **user-friendly interface** of Coralogix, making it easy to search and export logs efficiently.

##### Cons

- Users find the **learning curve steep** , making it challenging for beginners to navigate and master metrics collection.
- Users find the **missing feature for exporting searched strings** limits their ability to efficiently manage logs.
- Users experience **slow performance** with Coralogix, leading to frustrating delays in loading and retrieving logs.
- Users find **learning difficulty** with Coralogix, especially concerning advanced features and navigating the overwhelming UI.
- Users note the **difficult learning curve** in navigating Coralogix’s complex setup and technical syntax initially.

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

**["Coralogix Game Changer Logging Tool"](https://www.g2.com/survey_responses/coralogix-review-11633887)**

**Rating:** 4.5/5.0 stars

_— Shakti V._

[Read full review](https://www.g2.com/survey_responses/coralogix-review-11633887)

**["Reliable Log Monitoring with Room for Improvement"](https://www.g2.com/survey_responses/coralogix-review-12091026)**

**Rating:** 4.5/5.0 stars

_— Aayush M._

[Read full review](https://www.g2.com/survey_responses/coralogix-review-12091026)

### [SolarWinds Observability](https://www.g2.com/products/solarwinds-worldwide-llc-solarwinds-observability/reviews)

SolarWinds® Observability is a comprehensive full-stack observability solution designed to meet the diverse needs of modern organizations, regardless of their size. This solution provides deep visibility into hybrid ecosystems, enabling users to monitor and manage both on-premises and cloud environments effectively. By optimizing performance and ensuring availability across distributed hybrid IT infrastructures, SolarWinds Observability supports organizations in navigating the complexities of their IT environments. Targeted at IT professionals and organizations that require robust monitoring capabilities, SolarWinds Observability caters to a wide range of use cases. It is particularly beneficial for businesses operating in hybrid environments, where the integration of on-premises and cloud resources is essential. The solution allows users to gain a holistic view of their networks, applications, databases, and user experiences, thereby facilitating better decision-making and operational efficiency. This is especially crucial in today’s fast-paced digital landscape, where downtime can significantly impact service reliability and customer satisfaction. One of the standout features of SolarWinds Observability is its built-in intelligence powered by AIOps capabilities. This functionality accelerates issue remediation by enabling users to detect, troubleshoot, and resolve problems more efficiently. The advanced predictive analysis and anomaly-based alerts help organizations proactively address potential issues before they escalate, ultimately reducing downtime and enhancing service reliability. Additionally, the solution's log pattern analysis further streamlines the troubleshooting process, allowing IT teams to focus on strategic initiatives rather than being bogged down by operational challenges. SolarWinds Observability offers flexibility in deployment, providing users with the option to choose between self-hosted and SaaS models. The self-hosted option integrates seamlessly with other SolarWinds services, such as security and storage monitoring, while the SaaS option is tailored for deeper monitoring of custom and cloud-based applications. This adaptability ensures that organizations can select the deployment method that best aligns with their operational needs and infrastructure. Moreover, SolarWinds Observability stands out by consolidating multiple monitoring tools into a single, integrated solution. This not only simplifies the monitoring process but also helps organizations reduce costs associated with managing disparate systems. By offering comprehensive visibility across hybrid IT environments, SolarWinds Observability empowers organizations to optimize their operations and enhance overall performance.

**Average Rating:** 4.3/5.0

**Total Reviews:** 824

#### How Do G2 Users Rate SolarWinds Observability?

- **Systems Monitoring:** 7.8/10 (Category avg: 9.0/10)
- **Artificial Intelligence:** 7.2/10 (Category avg: 8.6/10)
- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.1/10)
- **Reporting:** 8.9/10 (Category avg: 8.8/10)

#### Who Is the Company Behind SolarWinds Observability?

- **Seller:** [SolarWinds Worldwide LLC](https://www.g2.com/sellers/solarwinds-worldwide-llc)
- **Company Website:** www.solarwinds.com
- **Year Founded:** 1999
- **HQ Location:** Austin, TX
- **Twitter:** @solarwinds  
19,570 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a1765c38bb6352c68352819e76f659e536738a569e70b5125a52a054a2348dc6&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F166039%2F&secure%5Burl_type%5D=linkedin_company_website)  
2,824 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Network Engineer, Network Administrator
- **Top Industries:** Information Technology and Services, Hospital & Health Care
- **Company Size:** 43% Large, 35% Medium

#### What Do G2 Reviewers Say About SolarWinds Observability?

_AI-generated summary from verified user reviews_

##### Pros

- Users highlight the **ease of use** of SolarWinds Observability, appreciating its intuitive interface and unified dashboards.
- Users appreciate the **comprehensive visibility** with SolarWinds Observability, enhancing system management and performance monitoring effortlessly.
- Users appreciate the **visibility** provided by SolarWinds Observability, making system management and performance monitoring effortless.
- Users appreciate the **real-time monitoring** of SolarWinds Observability, which enhances system management and troubleshooting efficiency.
- Users appreciate the **easy-to-read dashboards** of SolarWinds Observability, making monitoring and system management seamless and efficient.

##### Cons

- Users face a **significant learning curve** in leveraging advanced features and navigating the setup and configuration process.
- Users find the **pricing to be steep** , especially with costs increasing rapidly as more features are utilized.
- Users find SolarWinds Observability **not user-friendly** due to a difficult new interface and outdated setup documentation.
- Users face **integration issues** due to limited out-of-the-box support and challenges with setup and custom work.
- Users report **poor customer support** from SolarWinds Observability, with insufficient assistance for integrations and troubleshooting issues.

#### What Are Recent G2 Reviews of SolarWinds Observability?

**["Highly recommended for organizations looking to modernize their monitoring strategy."](https://www.g2.com/survey_responses/solarwinds-observability-review-13140564)**

**Rating:** 5.0/5.0 stars

_— MJ S._

[Read full review](https://www.g2.com/survey_responses/solarwinds-observability-review-13140564)

**["Powerful Database Observability"](https://www.g2.com/survey_responses/solarwinds-observability-review-12663147)**

**Rating:** 4.5/5.0 stars

_— Naveen T._

[Read full review](https://www.g2.com/survey_responses/solarwinds-observability-review-12663147)

#### What Are G2 Users Discussing About SolarWinds Observability?

- [What is SolarWinds Network Performance Monitor used for?](https://www.g2.com/discussions/what-is-solarwinds-network-performance-monitor-used-for) - 2 comments
- [What is SolarWinds NetFlow Traffic Analyzer used for?](https://www.g2.com/discussions/what-is-solarwinds-netflow-traffic-analyzer-used-for) - 1 comment
- [What is SolarWinds Network Configuration Manager used for?](https://www.g2.com/discussions/what-is-solarwinds-network-configuration-manager-used-for)
- [What is SolarWinds Storage Resource Monitor used for?](https://www.g2.com/discussions/what-is-solarwinds-storage-resource-monitor-used-for)
- [What is SolarWinds Log Analyzer used for?](https://www.g2.com/discussions/what-is-solarwinds-log-analyzer-used-for)

### [Splunk AppDynamics](https://www.g2.com/products/splunk-appdynamics/reviews)

Powered by Cisco, AppDynamics is on a mission to help companies see their technology through the lens of the business so they can work as one to prioritize what matters most. We’re reinventing the observability space and simplifying the challenge of digital transformation for the world’s largest enterprises. In this era of unprecedented digital growth, the AppDynamics Business Observability Platform transforms organizations faster by providing business context deep into the technology stack, aligning teams around shared priorities, and enabling technologists to act with confidence and control. AppDynamics has been recognized by Gartner as a leader in the APM market for more than eight years and was positioned highest in ‘ability to execute’ in Gartner’s 2021 Magic Quadrant Report for APM.

**Average Rating:** 4.3/5.0

**Total Reviews:** 336

#### How Do G2 Users Rate Splunk AppDynamics?

- **Systems Monitoring:** 9.2/10 (Category avg: 9.0/10)
- **Artificial Intelligence:** 8.3/10 (Category avg: 8.6/10)
- **Has the product been a good partner in doing business?:** 8.5/10 (Category avg: 9.1/10)
- **Reporting:** 9.4/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Splunk AppDynamics?

- **Seller:** [Cisco](https://www.g2.com/sellers/cisco)
- **Year Founded:** 1984
- **HQ Location:** San Jose, CA
- **Twitter:** @Cisco  
720,366 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=476aeabc5a712d049453edd5c54ea0318890d9e60d93782e37fe028224df1cbd&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcisco%2F&secure%5Burl_type%5D=linkedin_company_website)  
95,545 employees on LinkedIn®
- **Ownership:** NASDAQ:CSCO

#### Who Uses This Product?

- **Who Uses This:** Senior Software Engineer, Software Engineer
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 58% Large, 35% Medium

#### What Do G2 Reviewers Say About Splunk AppDynamics?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **easy integration** of AppDynamics with ITSM tools, enhancing their monitoring and operational efficiency.
- Users appreciate the **easy integration with ITSM tools** , enhancing their ability to monitor enterprise applications efficiently.
- Users find **ease of integration** with tools like ServiceNow enhances their experience with AppDynamics significantly.
- Users value the **easy integrations** with tools like Servicenow, enhancing connectivity and efficiency for application monitoring.
- Users value the **easy integration** with ITSM tools like ServiceNow for enhanced application performance monitoring.

##### Cons

- Users express concerns over **billing issues** , including high renewal costs and slow support timelines post-Cisco acquisition.
- Users express concern over **expensive renewal costs** and delayed support timelines post-Cisco acquisition impacting overall value.
- Users experience delays due to a **inefficient alert system** following Cisco's acquisition, impacting overall response times.
- Users express frustration with **poor customer support** , citing slow response times and unresolved product issues post-acquisition.
- Users express concerns about **high renewal costs** and extended timelines for product enhancements post-Cisco acquisition.

#### What Are Recent G2 Reviews of Splunk AppDynamics?

**["Best-in-Class Application Performance Monitoring with Splunk AppDynamics"](https://www.g2.com/survey_responses/splunk-appdynamics-review-13182989)**

**Rating:** 4.5/5.0 stars

_— Verified User in Information Technology and Services_

[Read full review](https://www.g2.com/survey_responses/splunk-appdynamics-review-13182989)

**["AppDynamics - A powerful analytics tool for business transactions and monitoring"](https://www.g2.com/survey_responses/splunk-appdynamics-review-9780843)**

**Rating:** 4.5/5.0 stars

_— Brajesh S._

[Read full review](https://www.g2.com/survey_responses/splunk-appdynamics-review-9780843)

#### What Are G2 Users Discussing About Splunk AppDynamics?

- [What is AppDynamics used for?](https://www.g2.com/discussions/what-is-appdynamics-used-for) - 1 comment

### [ZIF](https://www.g2.com/products/zif/reviews)

The Zero Incident Framework (ZIF) is an AI-Ops based platform delivering enhanced network operations management around asset discovery, hybrid infrastructure monitoring, Proactive detection, and automation. The platform harnesses unique features from high-end technologies like artificial intelligence, machine learning, and intelligent automation. ZIF components provide organizations with full-fledged proactivity and a level of resilience that would enable increased availability and ‘zero outages’ in any environment be it cloud, on-premises, or hybrid IT infrastructure. ZIF is an AI-Ops platform that enables proactive detection and remediation of potential events helping organizations drive towards a Zero Incident Enterprise™.

**Average Rating:** 4.5/5.0

**Total Reviews:** 17

#### How Do G2 Users Rate ZIF?

- **Systems Monitoring:** 9.5/10 (Category avg: 9.0/10)
- **Artificial Intelligence:** 9.6/10 (Category avg: 8.6/10)
- **Has the product been a good partner in doing business?:** 9.8/10 (Category avg: 9.1/10)
- **Reporting:** 9.5/10 (Category avg: 8.8/10)

#### Who Is the Company Behind ZIF?

- **Seller:** [Zero Incident FrameworkTM (ZIFTM)](https://www.g2.com/sellers/zero-incident-frameworktm-ziftm)
- **Year Founded:** 1998
- **HQ Location:** Princeton, New Jersey
- **Twitter:** @ZIF\_AI  
258 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=468ef5f56332f7eeb670f847277565ec4d2c98c0f271acd5cc78c06e0afac50d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fzif-ai%2F&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** IT Analyst
- **Top Industries:** Banking
- **Company Size:** 50% Small, 50% Large

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

**["Amazing"](https://www.g2.com/survey_responses/zif-review-9982605)**

**Rating:** 5.0/5.0 stars

_— Mohamed M._

[Read full review](https://www.g2.com/survey_responses/zif-review-9982605)

**["This has been a perfect tool"](https://www.g2.com/survey_responses/zif-review-4801812)**

**Rating:** 4.5/5.0 stars

_— Mohammed F._

[Read full review](https://www.g2.com/survey_responses/zif-review-4801812)

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

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

### [Splunk Infrastructure Monitoring](https://www.g2.com/products/splunk-infrastructure-monitoring/reviews)

SignalFx is the only real-time cloud monitoring platform for infrastructure, microservices, and applications. The platform discovers and collects metrics across every component in your cloud environment, replacing traditional point tools and providing real-time predictive analytics. The massively scalable SignalFx architecture is optimized for cloud infrastructure and microservices-based applications, It provides powerful visualization, proactive alerting, and collaborative triage capabilities for organizations of all sizes. SignalFx is used by leading enterprises across high tech, financial services, consumer products, retail, communications, media, entertainment, and web-scale players like Yelp, HubSpot, Acquia, and Kayak. SignalFx is venture-funded by Andreessen Horowitz, Charles River Ventures, and General Catalyst

**Average Rating:** 4.3/5.0

**Total Reviews:** 48

#### How Do G2 Users Rate Splunk Infrastructure Monitoring?

- **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.1/10)

#### Who Is the Company Behind Splunk Infrastructure Monitoring?

- **Seller:** [Cisco](https://www.g2.com/sellers/cisco)
- **Year Founded:** 1984
- **HQ Location:** San Jose, CA
- **Twitter:** @Cisco  
720,366 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=476aeabc5a712d049453edd5c54ea0318890d9e60d93782e37fe028224df1cbd&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcisco%2F&secure%5Burl_type%5D=linkedin_company_website)  
95,545 employees on LinkedIn®
- **Ownership:** NASDAQ:CSCO

#### Who Uses This Product?

- **Who Uses This:** Software Engineer
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 46% Large, 35% Medium

#### What Do G2 Reviewers Say About Splunk Infrastructure Monitoring?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Splunk Infrastructure Monitoring to be **easy to use** , offering versatile modules and seamless integrations for effective monitoring.
- Users value the **real-time monitoring** capabilities of Splunk, ensuring optimal performance and minimal production downtime.
- Users appreciate the **flexible log aggregation and monitoring features** of Splunk, enhancing infrastructure and security management.
- Users appreciate the **real-time monitoring** capabilities of Splunk, ensuring optimal performance and minimizing downtime across systems.
- Users value the **real-time monitoring capabilities** of Splunk Infrastructure Monitoring for ensuring smooth operations and performance.

##### Cons

- Users find Splunk Infrastructure Monitoring to be **expensive** , especially for large data volumes and a steep learning curve.
- Users find the **steep learning curve** of Splunk Infrastructure Monitoring challenging, especially for customization and complex queries.
- Users find the **difficult learning** curve of Splunk Infrastructure Monitoring challenging, hindering efficient use of the product.
- Users find the **learning difficulty** significant due to the steep curve and non-intuitive features of Splunk Infrastructure Monitoring.
- Users find **complex pricing** challenging, as costs escalate significantly with large data volumes from multiple devices.

#### What Are Recent G2 Reviews of Splunk Infrastructure Monitoring?

**["Splunk: Infrastructure Monitoring Application"](https://www.g2.com/survey_responses/splunk-infrastructure-monitoring-review-9103873)**

**Rating:** 4.5/5.0 stars

_— Verified User in Information Technology and Services_

[Read full review](https://www.g2.com/survey_responses/splunk-infrastructure-monitoring-review-9103873)

**["Versatile suite of tools for various security needs"](https://www.g2.com/survey_responses/splunk-infrastructure-monitoring-review-7975767)**

**Rating:** 4.5/5.0 stars

_— Verified User in Telecommunications_

[Read full review](https://www.g2.com/survey_responses/splunk-infrastructure-monitoring-review-7975767)

#### What Are G2 Users Discussing About Splunk Infrastructure Monitoring?

- [Why did splunk buy SignalFx?](https://www.g2.com/discussions/splunk-infrastructure-monitoring-why-did-splunk-buy-signalfx)
- [Why did splunk buy SignalFx?](https://www.g2.com/discussions/why-did-splunk-buy-signalfx)
- [What is SignalFx?](https://www.g2.com/discussions/splunk-infrastructure-monitoring-what-is-signalfx)
- [What is SignalFx?](https://www.g2.com/discussions/what-is-signalfx)
- [What can splunk monitor?](https://www.g2.com/discussions/what-can-splunk-monitor)

### [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews)

LogicMonitor is an AI-first observability platform that helps enterprises protect revenue, brand reputation, and customer experience in a digital-first world. As every customer interaction depends on application and infrastructure performance, downtime is more than an IT issue—it is a business risk. LogicMonitor eliminates blind spots across cloud, infrastructure, applications, and the Internet, giving IT teams unified visibility from user experience to code-level performance. With AI-powered insights, intelligent alerting, and automation, LogicMonitor helps organizations detect, prioritize, and prevent issues before they impact customers. By enabling teams to move from reactive incident response to autonomous IT operations, LogicMonitor helps modern enterprises reduce disruption, operate efficiently at scale, and keep digital services performing reliably. For more information, visit  www.logicmonitor.com and our blog, or follow us on LinkedIn, X, Facebook, and YouTube.

**Average Rating:** 4.5/5.0

**Total Reviews:** 587

#### How Do G2 Users Rate LogicMonitor?

- **Systems Monitoring:** 8.7/10 (Category avg: 9.0/10)
- **Artificial Intelligence:** 7.6/10 (Category avg: 8.6/10)
- **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.1/10)
- **Reporting:** 8.4/10 (Category avg: 8.8/10)

#### Who Is the Company Behind LogicMonitor?

- **Seller:** [LogicMonitor](https://www.g2.com/sellers/logicmonitor)
- **Company Website:** www.logicmonitor.com
- **Year Founded:** 2007
- **HQ Location:** Santa Barbara, CA
- **Twitter:** @logicmonitor  
12,430 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0575241055ce06002a2f1fd1e29a1c2520416578fcf099eef91facac629c652e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1165219%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,226 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Infrastructure Manager, IT Manager
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 52% Medium, 30% Large

#### What Do G2 Reviewers Say About LogicMonitor?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** in LogicMonitor, praising its intuitive navigation and user-friendly interface.
- Users value the **ease of implementation** with LogicMonitor, praising its fast deployment and intuitive management.
- Users commend the **extensive monitoring capabilities** of LogicMonitor, covering various technologies in diverse environments.
- Users value **comprehensive monitoring** by LogicMonitor, offering deep visibility across applications, cloud, and hybrid infrastructures.
- Users value the **excellent customer support** offered by LogicMonitor, enhancing their ability to manage environments efficiently.

##### Cons

- Users find the **learning curve steep** , needing advanced skills for effective use of LogicMonitor's features.
- Users note the **limited features** of LogicMonitor, leading to potential workarounds and a steep learning curve.
- Users find LogicMonitor **expensive** , especially for small teams, with complex integrations and a lack of free tier options.
- Users express concern over **inadequate monitoring** capabilities, making it challenging to manage traditional server workloads effectively.
- Users find the **configuration complexity** challenging, requiring significant effort and skills for effective utilization of LogicMonitor.

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

**["Predictive Forecasting Controls Are a Math Nerd’s Dream"](https://www.g2.com/survey_responses/logicmonitor-review-12957464)**

**Rating:** 4.5/5.0 stars

_— Nidhi S._

[Read full review](https://www.g2.com/survey_responses/logicmonitor-review-12957464)

**["LogicMonitor has cut our MTTR 42% and provided tight ROI."](https://www.g2.com/survey_responses/logicmonitor-review-12956089)**

**Rating:** 4.5/5.0 stars

_— Tiya P._

[Read full review](https://www.g2.com/survey_responses/logicmonitor-review-12956089)

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

- [What is LogicMonitor used for?](https://www.g2.com/discussions/what-is-logicmonitor-used-for)
- [What does LogicMonitor do?](https://www.g2.com/discussions/what-does-logicmonitor-do)
- [Where does LogicMonitor store your monitored data?](https://www.g2.com/discussions/where-does-logicmonitor-store-your-monitored-data)
- [What does logic monitor do?](https://www.g2.com/discussions/what-does-logic-monitor-do) - 1 comment
- [How much does LogicMonitor cost?](https://www.g2.com/discussions/how-much-does-logicmonitor-cost)

### [Moogsoft](https://www.g2.com/products/moogsoft/reviews)

The pioneer of AIOps, advancing enterprise availability with modern ITOps. Why AIOps? At Moogsoft, we understand that every business leader wants to protect and grow revenue, increase customer satisfaction, reduce security, legal and reputational risks, and/or drive down costs. But when something goes wrong it still takes too many people too long to discover the cause and resolve it. Without AIOps, IT teams continue to work in silos, miss and misprioritize issues. As companies have digitally transformed and every company has become a tech company, there are simply too many alerts and tickets, cumbersome manual processes, and not enough resources to do the job. Why Moogsoft? Moogsoft creates an automated connective layer that brings IT Operations, Observability, and Incident Management teams onto the same page. This helps lower your mean time to detect (MTTD), investigate and resolve incidents (MTTR), so you can move from being reactive to proactive.

**Average Rating:** 4.5/5.0

**Total Reviews:** 34

#### How Do G2 Users Rate Moogsoft?

- **Systems Monitoring:** 8.8/10 (Category avg: 9.0/10)
- **Artificial Intelligence:** 9.1/10 (Category avg: 8.6/10)
- **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.1/10)
- **Reporting:** 8.6/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Moogsoft?

- **Seller:** [Moogsoft](https://www.g2.com/sellers/moogsoft)
- **Year Founded:** 2012
- **HQ Location:** San Francisco, California
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Analyst
- **Top Industries:** Information Technology and Services
- **Company Size:** 82% Large, 18% Medium

#### What Do G2 Reviewers Say About Moogsoft?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **effective alert processing** and great dashboard features of Moogsoft, enhancing their monitoring experience.
- Users value the **effective alert processing** in Moogsoft, complemented by an impressive dashboard for better management.
- Users highlight the **awesome dashboard usability** of Moogsoft, enhancing their experience in managing alerts efficiently.
- Users commend Moogsoft for its **excellent data visualization** , enhancing alert processing with an impressive dashboard.
- Users value the **visibility** provided by Moogsoft’s dashboards, enhancing alert processing and overall monitoring efficiency.

##### Cons

- Users face **stability issues** with Moogsoft, especially during high load, resulting in downtime and disruptions.
- Users often face **performance issues** with Moogsoft, particularly during high load, leading to system downtimes.
- Users are frustrated by the **slow loading** issues in Moogsoft, especially during peak usage times.
- Users report **slow performance** in Moogsoft during high load, leading to frequent downtime and frustration.

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

**["Great Product"](https://www.g2.com/survey_responses/moogsoft-review-9363339)**

**Rating:** 5.0/5.0 stars

_— James C._

[Read full review](https://www.g2.com/survey_responses/moogsoft-review-9363339)

**["Excellent product support"](https://www.g2.com/survey_responses/moogsoft-review-7899375)**

**Rating:** 4.5/5.0 stars

_— Neha G._

[Read full review](https://www.g2.com/survey_responses/moogsoft-review-7899375)

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

- [Is AIOps equivalent to DevOps?](https://www.g2.com/discussions/is-aiops-equivalent-to-devops)
- [What are the benefits of AIOps?](https://www.g2.com/discussions/what-are-the-benefits-of-aiops) - 1 comment
- [What type of platform is Moogsoft AIOps?](https://www.g2.com/discussions/what-type-of-platform-is-moogsoft-aiops)
- [What is Moogsoft software?](https://www.g2.com/discussions/what-is-moogsoft-software)

### [Mezmo](https://www.g2.com/products/mezmo/reviews)

Mezmo built an AI SRE agent that helps SRE and platform teams manage production environments with greater context, control, and trust. It supports autonomous incident detection, investigates incidents, identifies likely root causes, generates post-mortems, and turns repeatable operations work into governed agentic workflows on-call teams can rely on. The agent runs on AURA, Mezmo’s open-source agent harness, and is grounded by Mezmo’s real-time telemetry pipeline. Together, they give the agent task-ready context from logs, metrics, and traces instead of raw data dumps. Mezmo keeps production AI inspectable and controlled. Teams can connect their own models, integrate existing tools through MCP, run workflows on their own infrastructure, and audit every plan, prompt, and tool call. Mezmo is built for SRE and platform teams that want to bring AI into production operations without giving up control, context, or trust.

**Average Rating:** 4.6/5.0

**Total Reviews:** 213

#### How Do G2 Users Rate Mezmo?

- **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.1/10)

#### Who Is the Company Behind Mezmo?

- **Seller:** [Mezmo](https://www.g2.com/sellers/mezmo)
- **Year Founded:** 2015
- **HQ Location:** San Jose, California
- **Twitter:** @mezmodata  
1,733 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=84ed4135b8c0ef1fdda6394cd0862d79b2145c787cb2f9f1d0cdf5db5deb9e0a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmezmo%2F&secure%5Burl_type%5D=linkedin_company_website)  
61 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Software Engineer, CTO
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 64% Small, 32% Medium

#### What Do G2 Reviewers Say About Mezmo?

_AI-generated summary from verified user reviews_

##### Pros

- Users enjoy the **ease of use** of Mezmo, highlighting its intuitive UI and efficient log analysis capabilities.
- Users appreciate the **ease of log collection and analysis** with Mezmo, enhancing incident response efficiency significantly.
- Users value the **real-time monitoring** capabilities of Mezmo, streamlining log management and incident response efficiency.
- Users appreciate the **real-time monitoring** capabilities of Mezmo, enhancing incident response and simplifying log analysis.
- Users commend Mezmo for its **efficiency improvement** , significantly enhancing productivity and simplifying log management across systems.

##### Cons

- Users find the **UX improvement** necessary, as the website design complicates navigation and access to documentation.
- Users note that the **complex setup** of Mezmo demands specialized skills and significant resources for effective implementation.
- Users are concerned about the **high costs** of Mezmo, especially with rising prices based on log volume.
- Users find the **learning difficulty** of Mezmo challenging at first, but recent improvements have aided in understanding.
- Users find it frustrating that they cannot use **regular "log" level** and face limitations on log submission.

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

**["Streamlined Log Management and Observability with Mezmo"](https://www.g2.com/survey_responses/mezmo-review-11670560)**

**Rating:** 5.0/5.0 stars

_— Nilansh B._

[Read full review](https://www.g2.com/survey_responses/mezmo-review-11670560)

**["Mezmo has helped our security operations as far as speed, efficiency, and integrations available"](https://www.g2.com/survey_responses/mezmo-review-11110311)**

**Rating:** 5.0/5.0 stars

_— Verified User in Telecommunications_

[Read full review](https://www.g2.com/survey_responses/mezmo-review-11110311)

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

- [What does LogDNA do?](https://www.g2.com/discussions/what-does-logdna-do)
- [Is LogDNA open source?](https://www.g2.com/discussions/is-logdna-open-source) - 1 comment
- [What is the use of log DNA?](https://www.g2.com/discussions/what-is-the-use-of-log-dna)
- [How do you use LogDNA?](https://www.g2.com/discussions/how-do-you-use-logdna) - 1 comment

### [AIMS](https://www.g2.com/products/aims-innovation-aims/reviews)

Build confidence in your IT Operations with AIMS, an automated monitoring solution powered by AI. Get early notifications with automated anomaly detection of the issues that can potentially bring down your business and understand which other systems could be impacted with automated service dependency discovery. AIMS auto-detects changes you deploy to applications and automatically includes them in your application monitoring scope. Gain agility, efficiency, and confidence to scale your IT Operations with AIMS in days, not months or years.

**Average Rating:** 4.8/5.0

**Total Reviews:** 17

#### How Do G2 Users Rate AIMS?

- **Systems Monitoring:** 6.7/10 (Category avg: 9.0/10)
- **Artificial Intelligence:** 10.0/10 (Category avg: 8.6/10)
- **Has the product been a good partner in doing business?:** 9.8/10 (Category avg: 9.1/10)
- **Reporting:** 10.0/10 (Category avg: 8.8/10)

#### Who Is the Company Behind AIMS?

- **Seller:** [VENDX E-Sourcing Suite](https://www.g2.com/sellers/vendx-e-sourcing-suite)
- **Year Founded:** 2011
- **HQ Location:** Oslo
- **Twitter:** @aimsinnovation  
2,753 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=912d0db379d7e928b23b8a956685f40cfb70f5b197e8418aa71c29092c20d3b7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Faims-innovation%2F&secure%5Burl_type%5D=linkedin_company_website)  
24 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 59% Large, 24% Small

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

**["AIMS-Integration"](https://www.g2.com/survey_responses/aims-review-7138831)**

**Rating:** 5.0/5.0 stars

_— Pramod G M._

[Read full review](https://www.g2.com/survey_responses/aims-review-7138831)

**["Fast time-to-value for those interested in pure AIOps"](https://www.g2.com/survey_responses/aims-review-5323408)**

**Rating:** 4.5/5.0 stars

_— Alexander L._

[Read full review](https://www.g2.com/survey_responses/aims-review-5323408)

### [OpsPilot](https://www.g2.com/products/opspilot/reviews)

OpsPilot OpsPilot is an AI-powered observability and autonomous reliability platform with an AI Site Reliability Engineering (SRE) teammate that helps engineering and operations teams detect, understand, and resolve incidents faster — and increasingly prevent them from happening at all. Your 24/7 stack expert Modern production systems — microservices, distributed architectures, cloud and hybrid environments — generate enormous volumes of telemetry. Your existing tools surface that data. But they still leave engineers responsible for interpreting signals, finding root causes, and deciding what to do next. OpsPilot closes that gap. It continuously analyzes telemetry across your applications, infrastructure, and services — then tells your team what is happening, why it is happening, and what to do about it. From dashboards to autonomous reliability OpsPilot goes beyond alerting and visualization. It correlates signals across metrics, logs, traces, and deployment events to identify abnormal behavior, explain root causes, and guide teams toward faster resolution — dramatically reducing time spent on incident investigation and operational troubleshooting. Over time, it evolves from reactive investigation toward proactive and autonomous operations. Your AI SRE teammate OpsPilot acts as an AI SRE teammate — augmenting your operations team by answering the questions engineers face during incidents: What changed? Where is the failure occurring? Which service is responsible? What should we investigate next? Three core capabilities Observability — collects and correlates telemetry across metrics, logs, traces, JVM data, and application-level diagnostics for a complete picture of system behavior. Operational Intelligence — applies AI-driven analysis to surface what changed, what is causing the issue, which components are involved, and what actions may resolve it. Foundational capabilities include anomaly detection, alert reduction, telemetry correlation, and root cause analysis. Action and Automation — supports guided incident response, runbook generation, automated remediation, and continuous operational learning — moving teams progressively toward autonomous reliability. OpenTelemetry-native. No new agents required. OpsPilot ingests telemetry via OTLP over gRPC or HTTP — no proprietary agent required. It works with your existing OpenTelemetry instrumentation across Kubernetes, microservices, cloud services, and serverless platforms. Prometheus-compatible metrics, Loki log ingestion, and Jaeger/Zipkin trace formats are also supported. For teams needing deep JVM or ColdFusion diagnostics, the optional FusionReactor APM agent provides additional application-level telemetry. Built for DevOps, SRE, and platform engineering teams OpsPilot is designed for organizations running modern production systems that require high reliability and operational efficiency — particularly teams moving toward SRE or platform engineering models who need deeper operational insight without increasing headcount. Deployed as SaaS, hybrid, or agentless via OpenTelemetry.

**Average Rating:** 4.8/5.0

**Total Reviews:** 174

#### How Do G2 Users Rate OpsPilot?

- **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.1/10)

#### Who Is the Company Behind OpsPilot?

- **Seller:** [Intergral](https://www.g2.com/sellers/intergral)
- **Company Website:** www.fusion-reactor.com
- **Year Founded:** 1998
- **HQ Location:** Boeblingen, DE
- **Twitter:** @Fusion\_Reactor  
9,345 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=06190f83178db2c90da22a1fbf204dee69074f7e9028182f8264c6277dbe6f61&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fshowcase%2Ffusionreactor%2F&secure%5Burl_type%5D=linkedin_company_website)

#### Who Uses This Product?

- **Who Uses This:** CTO, Developer
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 61% Small, 29% Medium

#### What Do G2 Reviewers Say About OpsPilot?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of OpsPilot, allowing for straightforward setup and effortless monitoring of applications.
- Users find the **real-time web metrics and insights** from OpsPilot extremely useful for monitoring and optimizing app performance.
- Users appreciate the **real-time visibility and detailed insights** provided by FusionReactor APM for effective monitoring.
- Users love the **real-time monitoring** capabilities of OpsPilot, enabling effective troubleshooting and performance optimization.
- Users commend the **excellent customer support** of OpsPilot, noting their friendly and responsive assistance for all inquiries.

##### Cons

- Users find the **learning curve steep** due to complex features and confusing settings, impacting effective use of OpsPilot.
- Users find **difficult configuration** a challenge, often struggling with settings spread across various menus and options.
- Users face a **learning difficulty** with OpsPilot, as setup and feature complexity can be overwhelming initially.
- Users find the **UI confusing** and prefer the clearer layout of the on-premises version of OpsPilot.
- Users find the **UI design confusing** , especially in the Cloud version, impacting usability and clarity significantly.

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

**["FusionReactor APM: Real-Time Memory Insights and Proactive Crash Protection"](https://www.g2.com/survey_responses/opspilot-review-12399926)**

**Rating:** 5.0/5.0 stars

_— Octavian C._

[Read full review](https://www.g2.com/survey_responses/opspilot-review-12399926)

**["Ein echtes "Must-Have" für jeden Betreiber eines Anwendungsservers."](https://www.g2.com/survey_responses/opspilot-review-11664008)**

**Rating:** 5.0/5.0 stars

_— René H._

[Read full review](https://www.g2.com/survey_responses/opspilot-review-11664008)

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

- [What is FusionReactor APM used for?](https://www.g2.com/discussions/what-is-fusionreactor-apm-used-for)

### [Virtana Platform](https://www.g2.com/products/virtana-platform/reviews)

Virtana delivers the industry's deepest hybrid infrastructure observability platform, empowering enterprises to ensure the availability, efficiency, and resiliency of their mission-critical services. Our AI-powered platform unifies visibility across on-premises, cloud, and Kubernetes environments, providing comprehensive real-time insights and intelligent automation. Key differentiators: · AI-driven early warning system and automated root cause analysis · Comprehensive topology discovery and mapping across your entire IT estate · Consolidated alerts with policy-based noise reduction · Natural language infrastructure querying through Virtana Copilot · Vendor-agnostic platform supporting both on-premises and cloud deployments Organizations choose Virtana to: · Reduce mean time to resolution (MTTR) through AI-powered automation · Lower infrastructure costs with intelligent optimization · Improve team productivity by eliminating alert noise · Support demanding AI workloads with deep infrastructure insights · Transform infrastructure from a cost center to a strategic asset Whether you're managing traditional IT, hybrid environments, or advanced AI data centers, Virtana provides the deep observability and intelligent automation needed to drive operational excellence and accelerate digital transformation.

**Average Rating:** 4.3/5.0

**Total Reviews:** 35

#### How Do G2 Users Rate Virtana Platform?

- **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.1/10)
- **Reporting:** 6.7/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Virtana Platform?

- **Seller:** [Virtana](https://www.g2.com/sellers/virtana)
- **Year Founded:** 2008
- **HQ Location:** N/A
- **Twitter:** @VirtanaCorp  
9,421 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=70402d96c154779c76e18be385e66b2ff7f23fa3521a7617c1163ddb5982ff1a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fvirtanacorps%2F&secure%5Burl_type%5D=linkedin_company_website)  
162 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 53% Large, 26% Medium

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

**["Fantasic Cloud Insight. In an easily digestable format!"](https://www.g2.com/survey_responses/virtana-platform-review-7033454)**

**Rating:** 5.0/5.0 stars

_— Jeff R._

[Read full review](https://www.g2.com/survey_responses/virtana-platform-review-7033454)

**["OpsCruise is useful in monitoring our cloud infrastructure thanks to Autonomous App Behavior Model"](https://www.g2.com/survey_responses/virtana-platform-review-6648375)**

**Rating:** 4.0/5.0 stars

_— Nikitha S._

[Read full review](https://www.g2.com/survey_responses/virtana-platform-review-6648375)

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

- [What is Zenoss used for?](https://www.g2.com/discussions/what-is-zenoss-used-for)
- [What is Opscruise used for?](https://www.g2.com/discussions/what-is-opscruise-used-for)
- [What is Virtana Platform used for?](https://www.g2.com/discussions/what-is-virtana-platform-used-for)

### [Federator.ai](https://www.g2.com/products/federator-ai/reviews)

Federator.ai helps enterprises optimize cloud resources, maximize application performance, and save significant cost without excessive over-provisioning or under-provisioning of resources, meeting the service-level requirements of their applications. Enterprises often lack understanding of the resources needed to support their applications. This leads to either excessive over-provisioning or under-provisioning of resources (CPU, memory, storage). Using machine learning, Federator.ai determines the optimal cloud resources needed to support any workload on OpenShift and helps users find the best-cost instances from cloud providers for their applications. Resource planning and optimization By installing Federator.ai as an operator on OpenShift, you can predict what resources (e.g. CPU, Memory) are needed to support each of your applications without guessing. Imagine you are running hundreds of applications on OpenShift, and you need to allocate the right amount of cloud resources to support each of them. Federator.ai helps you do effective resource planning without excessive over-provisioning or under-provisioning your resources. Cloud cost optimization If you are running your applications on public clouds, you need to decide which instances from the cloud providers you need to subscribe to. You are charged for the cloud instances every minute, whether your applications utilize the resources or not. Federator.ai helps you determine the best-cost instances from cloud providers in supporting each of your application workloads. The typical cost savings on cloud instances using Federator.ai ranges from 20% to 70%. Application performance optimization In a dynamic environment, workloads can change quickly. Through auto-scaling, Kubernetes helps scale up and down the resources supporting your applications. Your application performance (throughput and latency) depends on the effectiveness of your auto-scaling. Using machine learning, Federator.ai significantly enhances your auto-scaling capability on OpenShift and optimizes your application performance.

**Average Rating:** 4.6/5.0

**Total Reviews:** 9

#### How Do G2 Users Rate Federator.ai?

- **Systems Monitoring:** 9.0/10 (Category avg: 9.0/10)
- **Artificial Intelligence:** 9.0/10 (Category avg: 8.6/10)
- **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.1/10)
- **Reporting:** 8.3/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Federator.ai?

- **Seller:** [ProphetStor Data Services](https://www.g2.com/sellers/prophetstor-data-services)
- **Year Founded:** 2012
- **HQ Location:** Milpitas, CA
- **Twitter:** @ProphetStor  
330 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=37a99834b56cdf03f2ef26937b3c28f922915215f0822e6103918f11582a35c2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3656673&secure%5Burl_type%5D=linkedin_company_website)  
37 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 60% Small, 20% Large

#### What Are Recent G2 Reviews of Federator.ai?

**["Great AIOps Tool"](https://www.g2.com/survey_responses/federator-ai-review-7507492)**

**Rating:** 4.5/5.0 stars

_— David W._

[Read full review](https://www.g2.com/survey_responses/federator-ai-review-7507492)

**["A great tool for cloud optimization"](https://www.g2.com/survey_responses/federator-ai-review-7511130)**

**Rating:** 5.0/5.0 stars

_— Sally L._

[Read full review](https://www.g2.com/survey_responses/federator-ai-review-7511130)

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