# Best Observability Pipeline Software ## How Many Observability Pipeline Software Products Does G2 Track? **Total Products under this Category:** 28 ### Category Stats (Jul 2026) - **Average Rating:** 4.42/5 (↑0.01 vs Jun 2026) The average rating of products in this category, based on all submitted ratings - **Top Trending Product:** SolarWinds Observability (+0.07%) - Among all products in this category, SolarWinds Observability recorded the largest rating increase compared to last month _Last updated: July 27, 2026_ ## How Does G2 Rank Observability Pipeline Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 2,000+ Authentic Reviews - 28+ 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. **Sponsored** ### Datadog Datadog is the monitoring, security and analytics platform for developers, IT operations teams, security engineers and business users in the cloud age. The SaaS platform integrates and automates infrastructure monitoring, application performance monitoring and log management to provide unified, real-time observability of our customers' entire technology stack. Datadog is used by organizations of all sizes and across a wide range of industries to enable digital transformation and cloud migration, drive collaboration among development, operations, security and business teams, accelerate time to market for applications, reduce time to problem resolution, secure applications and infrastructure, understand user behavior and track key business metrics. [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=1007905&secure%5Bchosen_at%5D=2026-07-29T07%3A45%3A51Z&secure%5Bdisplayable_resource_id%5D=1603&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=neighbor_category&secure%5Bplacement_resource_ids%5D%5B%5D=1236&secure%5Bplacement_resource_ids%5D%5B%5D=1603&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=3824&secure%5Bresource_id%5D=1007905&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fobservability-pipeline&secure%5Btoken%5D=7c2fd56e2c40fa17e4d74b909d4b9ff9e54662f43d171c759457056832451c14&secure%5Burl%5D=https%3A%2F%2Fwww.datadoghq.com%2Fdg%2Fmonitor%2Ffree-trial-g2%2F%3Futm_source%3Dg2crowd%26utm_medium%3Dreview-site%26utm_campaign%3Ddg-coreplatform-multi-ww-en-g2&secure%5Burl_type%5D=custom_url) [ Datadog ](https://www.g2.com/products/datadog/reviews) By [Datadog](https://www.g2.com/sellers/datadog) [ 4.4/5(726) ](https://www.g2.com/products/datadog/reviews) What do users say? Users consistently praise real-time monitoring and the intuitive dashboards that simplify tracking application performance and infrastructure health. The platform's ability to consolidate logs, metric Pros and Cons [ Ease of Use (145) ](https://www.g2.com/products/datadog/reviews?qs=pros-and-cons)[ Expensive (92) ](https://www.g2.com/products/datadog/reviews?qs=pros-and-cons) ### [Datadog](https://www.g2.com/products/datadog/reviews) Datadog is the monitoring, security and analytics platform for developers, IT operations teams, security engineers and business users in the cloud age. The SaaS platform integrates and automates infrastructure monitoring, application performance monitoring and log management to provide unified, real-time observability of our customers' entire technology stack. Datadog is used by organizations of all sizes and across a wide range of industries to enable digital transformation and cloud migration, drive collaboration among development, operations, security and business teams, accelerate time to market for applications, reduce time to problem resolution, secure applications and infrastructure, understand user behavior and track key business metrics. **Average Rating:** 4.4/5.0 **Total Reviews:** 715 #### Who Is the Company Behind Datadog? - **Seller:** [Datadog](https://www.g2.com/sellers/datadog) - **Company Website:** www.datadoghq.com - **Year Founded:** 2010 - **HQ Location:** New York - **Twitter:** @datadoghq 51,207 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1b0942496e12618acadaab3a1601417c9f0d1941be094e2cefb0d89c606e73b5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1066442%2F&secure%5Burl_type%5D=linkedin_company_website) 9,386 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Software Engineer, DevOps Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 47% Medium, 34% Large #### What Do G2 Reviewers Say About Datadog? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **ease of use** of Datadog, appreciating intuitive dashboards and seamless integrations for monitoring. - Users value the **user-friendly monitoring features** of Datadog, appreciating its intuitive dashboards and quick integrations. - Users value the **real-time monitoring** capabilities of Datadog, enhancing their operational awareness and response times. - Users appreciate the **user-friendly interface** and **robust features** of Datadog for seamless monitoring and integration. - Users value the **intuitive dashboard creation** in Datadog, making monitoring easy and effective across various environments. ##### Cons - Users feel that Datadog's pricing is **expensive** , suggesting it should be more affordable for better access. - Users find the **learning curve steep** , with many features overwhelming and requiring a higher level of experience. - Users find the **pricing issues** of Datadog concerning, citing high costs that escalate unpredictably with added features. - Users feel the **cost is too high** , especially as expenses can scale unpredictably with additional features and logs. - Users report a **steep learning curve** with Datadog, finding setup and usage challenging for newcomers. #### What Are Recent G2 Reviews of Datadog? **["Faster incident detection and root-cause analysis, leading to better customer experience."](https://www.g2.com/survey_responses/datadog-review-12850013)** **Rating:** 4.5/5.0 stars _— Bertrand P._ [Read full review](https://www.g2.com/survey_responses/datadog-review-12850013) **["Datadog: Unified Logs, Metrics & Traces for Real-Time Visibility and Faster Debugging"](https://www.g2.com/survey_responses/datadog-review-13049319)** **Rating:** 4.5/5.0 stars _— Anshul S._ [Read full review](https://www.g2.com/survey_responses/datadog-review-13049319) #### What Are G2 Users Discussing About Datadog? - [How good is Datadog?](https://www.g2.com/discussions/how-good-is-datadog) - [Does Datadog use AWS?](https://www.g2.com/discussions/does-datadog-use-aws) - 2 comments - [What can Datadog monitor?](https://www.g2.com/discussions/what-can-datadog-monitor) - [What is the use of Datadog?](https://www.g2.com/discussions/what-is-the-use-of-datadog) - 3 comments [ IBM Concert platform ](https://www.g2.com/products/ibm-concert-platform/reviews) By [IBM](https://www.g2.com/sellers/ibm) [ 4.2/5(23) ](https://www.g2.com/products/ibm-concert-platform/reviews) What do users say? Users consistently praise the clear visibility and AI-driven insights provided by IBM Concert, which enhance system monitoring and incident resolution. The platform's ability to centralize data and au Pros and Cons [ Ease of Use (13) ](https://www.g2.com/products/ibm-concert-platform/reviews?qs=pros-and-cons)[ Learning Difficulty (6) ](https://www.g2.com/products/ibm-concert-platform/reviews?qs=pros-and-cons) ### [IBM Concert platform](https://www.g2.com/products/ibm-concert-platform/reviews) IBM Concert® is an agentic IT Ops platform that creates an adaptable, unified operational layer across your environment. It connects signals, generates shared context, and coordinates action across teams and tools, so your entire system operates as one. With cross-domain intelligence, Concert helps you reduce risk, maintain business continuity, improve performance, and optimize cost across the stack. Powered by agentic AI, it surfaces what matters, prioritizes business impact, and orchestrates action through governed workflows.  **Average Rating:** 4.2/5.0 **Total Reviews:** 23 #### Who Is the Company Behind IBM Concert platform? - **Seller:** [IBM](https://www.g2.com/sellers/ibm) - **Company Website:** www.ibm.com - **Year Founded:** 1911 - **HQ Location:** Armonk, New York, United States - **Twitter:** @IBMSecurity 74,660 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=14b544adaece4fdbc987f1d7f7028048c22259946811200cc751263825586af9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1009%2F&secure%5Burl_type%5D=linkedin_company_website) 328,202 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 43% Small, 35% Medium #### What Do G2 Reviewers Say About IBM Concert platform? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **ease of use** of IBM Concert, appreciating its straightforward setup and intuitive interface for managing tasks. - Users appreciate the **AI-driven insights** from IBM Concert, enhancing situational awareness and facilitating quick, informed decision-making. - Users value the **automation capabilities** of IBM Concert, freeing them from operational concerns to focus on key tasks. - Users commend the **easy setup** of IBM Concert, enabling efficient management and quick access to insights seamlessly. - Users value IBM Concert for its **efficient problem-solving capabilities** , delivering actionable insights and streamlining incident resolution. ##### Cons - Users find the **learning difficulty** of IBM Concert challenging, suggesting improvements in onboarding and interface simplicity. - Users find the **complex setup** of IBM Concert challenging, with a steep learning curve for integration and data normalization. - Users find the **learning curve steep** , making it challenging to fully understand IBM Concert's features and functionalities. - Users experience **integration issues** with IBM Concert, citing the need for smoother and deeper third-party integrations. - Users feel the **limited customization options** hinder tailored experiences on IBM Concert, affecting usability and flexibility. #### What Are Recent G2 Reviews of IBM Concert platform? **["Unified Dashboard with Streamlined Prioritization"](https://www.g2.com/survey_responses/ibm-concert-platform-review-12394702)** **Rating:** 4.0/5.0 stars _— Kumar R U B._ [Read full review](https://www.g2.com/survey_responses/ibm-concert-platform-review-12394702) **["IBM Concert Speeds Up Risk Management and Issue Detection with AI"](https://www.g2.com/survey_responses/ibm-concert-platform-review-12865276)** **Rating:** 5.0/5.0 stars _— manjusha l._ [Read full review](https://www.g2.com/survey_responses/ibm-concert-platform-review-12865276) [ Cribl ](https://www.g2.com/products/cribl-2026-07-02/reviews) By [Cribl](https://www.g2.com/sellers/cribl) [ 4.5/5(11) ](https://www.g2.com/products/cribl-2026-07-02/reviews) What do users say? Users consistently praise the ease of use and intuitive interface of Cribl, highlighting how it simplifies log management and enhances operational efficiency. Many appreciate its ability to consolidat ### [Cribl](https://www.g2.com/products/cribl-2026-07-02/reviews) **Average Rating:** 4.5/5.0 **Total Reviews:** 10 #### Who Is the Company Behind Cribl? - **Seller:** [Cribl](https://www.g2.com/sellers/cribl) - **Company Website:** www.cribl.io - **Year Founded:** 2018 - **HQ Location:** San Francisco, CA - **Twitter:** @cribl\_io 2,388 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c38d84c8b7400791b8bb0d9803af7ebd1d314e7a5c78cc853ded7557be66f043&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcribl&secure%5Burl_type%5D=linkedin_company_website) 1,226 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 45% Large, 36% Medium #### What Are Recent G2 Reviews of Cribl? **["Efficient Log Consolidation, but Limited Analytical Depth"](https://www.g2.com/survey_responses/cribl-review-9815270)** **Rating:** 5.0/5.0 stars _— Satyendra S._ [Read full review](https://www.g2.com/survey_responses/cribl-review-9815270) **["Cribl’s Observability Pipeline Makes Data Collection and Processing Easy"](https://www.g2.com/survey_responses/cribl-review-13166762)** **Rating:** 4.5/5.0 stars _— Verified User in Information Technology and Services_ [Read full review](https://www.g2.com/survey_responses/cribl-review-13166762) [ Mezmo ](https://www.g2.com/products/mezmo/reviews) By [Mezmo](https://www.g2.com/sellers/mezmo) [ 4.6/5(224) ](https://www.g2.com/products/mezmo/reviews) What do users say? Users consistently praise the ease of use and powerful search functionality of Mezmo, highlighting its intuitive interface that simplifies log management and incident response. The platform's ability Pros and Cons [ Ease of Use (5) ](https://www.g2.com/products/mezmo/reviews?qs=pros-and-cons)[ UX Improvement (3) ](https://www.g2.com/products/mezmo/reviews?qs=pros-and-cons) ### [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 #### 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? **["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) **["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) #### 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 [ Middleware ](https://www.g2.com/products/middleware/reviews) By [Middleware](https://www.g2.com/sellers/middleware) [ 4.7/5(55) ](https://www.g2.com/products/middleware/reviews) What do users say? Users consistently praise Middleware for its intuitive dashboard that consolidates logs, metrics, and traces, making monitoring and troubleshooting efficient and seamless. The platform's real-time ins Pros and Cons [ Monitoring (22) ](https://www.g2.com/products/middleware/reviews?qs=pros-and-cons)[ Integration Issues (14) ](https://www.g2.com/products/middleware/reviews?qs=pros-and-cons) ### [Middleware](https://www.g2.com/products/middleware/reviews) Middleware is a full-stack observability platform designed to help users monitor and debug their applications by consolidating all metrics, logs, and traces into a single unified timeline. This solution is particularly beneficial for developers and DevOps teams, as it allows them to identify root causes of issues and resolve them in real time. By breaking down data silos, Middleware enhances visibility across various components of an application, ultimately leading to reduced downtime and improved user experiences. The target audience for Middleware includes businesses of all sizes, from startups to large enterprises, that rely on complex software infrastructures. These organizations often face challenges in monitoring their applications effectively, especially when dealing with multiple data sources. Middleware addresses these challenges by providing a comprehensive suite of monitoring tools that cater to diverse use cases. For instance, teams can leverage log monitoring to track application performance, while real-time monitoring capabilities ensure that any anomalies are detected and addressed promptly. Key features of Middleware include log monitoring, application performance management (APM), infrastructure monitoring, and synthetic monitoring. The unified dashboard is a standout feature, allowing users to view all relevant data—metrics, logs, and traces—consolidated in one place. This holistic view simplifies the debugging process, enabling teams to quickly pinpoint issues and implement solutions. Additionally, Middleware offers alerting and notification functionalities that keep users informed of critical events, ensuring that they can respond to potential problems before they escalate. Root-cause analysis is another essential aspect of Middleware, empowering teams to investigate and understand the underlying factors contributing to application issues. This feature not only aids in immediate problem resolution but also helps in preventing similar issues from arising in the future. Furthermore, the integration of LLM observability enhances the platform's capabilities, providing deeper insights into application behavior and performance. Overall, Middleware stands out in the observability landscape by offering a comprehensive, user-friendly platform that integrates various monitoring tools into a cohesive experience. Its focus on real-time insights and root-cause analysis makes it a valuable asset for organizations looking to optimize their software performance and enhance user satisfaction. **Average Rating:** 4.7/5.0 **Total Reviews:** 54 #### Who Is the Company Behind Middleware? - **Seller:** [Middleware](https://www.g2.com/sellers/middleware) - **Company Website:** middleware.io - **Year Founded:** 2014 - **HQ Location:** San Francisco, California - **Twitter:** @middleware\_labs 301 Twitter followers - **LinkedIn® Page:** [linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7ad1a2664aa3ef30a485d865c050798cf4dec974792a2016daaecd9a31ebb2c7&secure%5Burl%5D=https%3A%2F%2Flinkedin.com%2Fcompany%2Fmiddleware-labs&secure%5Burl_type%5D=linkedin_company_website) 56 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 73% Small, 16% Large #### What Do G2 Reviewers Say About Middleware? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **real-time monitoring** capabilities of Middleware, streamlining diagnostics and enhancing efficiency across environments. - Users appreciate the **ease of use** of Middleware, enjoying a seamless setup and intuitive dashboard for efficient monitoring. - Users value the **real-time monitoring** of Middleware, enhancing issue resolution across various environments efficiently. - Users value the **unified real-time dashboard** of Middleware, which simplifies issue diagnostics across diverse environments. - Users value the **easy setup** of Middleware, allowing teams to quickly onboard and manage their monitoring efficiently. ##### Cons - Users often face **integration issues** with middleware, particularly needing better support for advanced configurations and legacy systems. - Users find the **configuration complexity** of Middleware can be challenging initially but manageable with experience and support. - Users find the **learning curve steep** , with challenging onboarding and complex configurations for first-time users. - Users experience a **slight learning curve** with Middleware, especially when exploring its more complex features and integrations. - Users find the **complex setup** daunting, with a steep learning curve and manual configurations that slow deployment. #### What Are Recent G2 Reviews of Middleware? **["Improved visibility into performance after deployments"](https://www.g2.com/survey_responses/middleware-review-12380659)** **Rating:** 5.0/5.0 stars _— Verified User in Information Technology and Services_ [Read full review](https://www.g2.com/survey_responses/middleware-review-12380659) **["Powerful Monitoring Platform with Smooth Integration"](https://www.g2.com/survey_responses/middleware-review-11564158)** **Rating:** 4.5/5.0 stars _— Mohil M._ [Read full review](https://www.g2.com/survey_responses/middleware-review-11564158) [ Bindplane Enterprise ](https://www.g2.com/products/bindplane-enterprise/reviews) By [observIQ](https://www.g2.com/sellers/observiq) [ 4.6/5(12) ](https://www.g2.com/products/bindplane-enterprise/reviews) What do users say? Users consistently praise the product for its easy setup and user-friendly interface, which allows for quick deployment and effective log monitoring. Many appreciate how it simplifies the process of t ### [Bindplane Enterprise](https://www.g2.com/products/bindplane-enterprise/reviews) Bindplane Enterprise is a production-grade telemetry pipeline platform that helps organizations collect, process, and route observability and security data, at scale, using OpenTelemetry. Built for enterprise DevOps and security teams, Bindplane centralizes telemetry pipelines across logs, metrics, and traces. It enables teams to standardize on OpenTelemetry, reduce vendor lock-in, and control data flow across complex environments. With Bindplane, teams can ingest data from any source, transform and enrich it in real time, and route it to any destination, including platforms like Splunk, Datadog, and Google Cloud, without rebuilding pipelines or duplicating effort. Designed for large-scale production environments, Bindplane provides the flexibility, control, and automation required to manage modern telemetry pipelines efficiently and cost-effectively. **Average Rating:** 4.6/5.0 **Total Reviews:** 12 #### Who Is the Company Behind Bindplane Enterprise? - **Seller:** [observIQ](https://www.g2.com/sellers/observiq) - **Year Founded:** 2020 - **HQ Location:** Grand Rapids, US - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=674eed32b44d3a0657ced3538beb59a34f52b588f8452942592c227cadfb1daf&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fobserviq%2F&secure%5Burl_type%5D=linkedin_company_website) 22 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 50% Small, 25% Large #### What Are Recent G2 Reviews of Bindplane Enterprise? **["Easy setup and monitoring of linux box and web application"](https://www.g2.com/survey_responses/bindplane-enterprise-review-4935899)** **Rating:** 5.0/5.0 stars _— Jeff A._ [Read full review](https://www.g2.com/survey_responses/bindplane-enterprise-review-4935899) **["ObservIQ - Seriously Easy To Use"](https://www.g2.com/survey_responses/bindplane-enterprise-review-5005704)** **Rating:** 4.5/5.0 stars _— Erik A._ [Read full review](https://www.g2.com/survey_responses/bindplane-enterprise-review-5005704) #### What Are G2 Users Discussing About Bindplane Enterprise? - [What is observIQ used for?](https://www.g2.com/discussions/what-is-observiq-used-for) - [What is Blue Medora BindPlane used for?](https://www.g2.com/discussions/what-is-blue-medora-bindplane-used-for) [ CloudFabrix ](https://www.g2.com/products/cloudfabrix/reviews) By [CloudFabrix Software](https://www.g2.com/sellers/cloudfabrix-software) [ 4.8/5(10) ](https://www.g2.com/products/cloudfabrix/reviews) What do users say? Users consistently praise the ease of use and low-code capabilities of CloudFabrix, highlighting how it simplifies the creation of data pipelines and analytics workflows. The platform's ability to int ### [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 #### 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) [ Edge Delta ](https://www.g2.com/products/edge-delta/reviews) By [Edge Delta](https://www.g2.com/sellers/edge-delta) [ 4.4/5(7) ](https://www.g2.com/products/edge-delta/reviews) Product Description Detect every anomaly and resolve production issues in minutes. In the past, keeping your applications up and running meant defining monitors for every potential issue. When an alert fired, you had to ### [Edge Delta](https://www.g2.com/products/edge-delta/reviews) Detect every anomaly and resolve production issues in minutes. In the past, keeping your applications up and running meant defining monitors for every potential issue. When an alert fired, you had to sift through logs looking for a "needle in the haystack." This was not only a painful process, but it took time away from building new features. Edge Delta is a new way to do observability. Our AI platform monitors your services, alerts you when something is wrong, and guides root-cause analysis. Now, you can see every issue and know right away how to fix it. View demo at: https://edge-delta.navattic.com/5g1703yt **Average Rating:** 4.4/5.0 **Total Reviews:** 7 #### Who Is the Company Behind Edge Delta? - **Seller:** [Edge Delta](https://www.g2.com/sellers/edge-delta) - **Year Founded:** 2018 - **HQ Location:** Seattle, Washington, United States - **Twitter:** @edge\_delta 453 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c5e979587afacf6462e15259ef7107b025355d5d82973dcea5337255b5adb93e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fedgedelta%2F&secure%5Burl_type%5D=linkedin_company_website) 92 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 57% Medium, 29% Small #### What Are Recent G2 Reviews of Edge Delta? **["Good Experience"](https://www.g2.com/survey_responses/edge-delta-review-9548997)** **Rating:** 4.0/5.0 stars _— Verified User in Computer Software_ [Read full review](https://www.g2.com/survey_responses/edge-delta-review-9548997) **["Good experience"](https://www.g2.com/survey_responses/edge-delta-review-9514828)** **Rating:** 5.0/5.0 stars _— Mateus S._ [Read full review](https://www.g2.com/survey_responses/edge-delta-review-9514828) [ SolarWinds Observability ](https://www.g2.com/products/solarwinds-worldwide-llc-solarwinds-observability/reviews) By [SolarWinds Worldwide LLC](https://www.g2.com/sellers/solarwinds-worldwide-llc) [ 4.3/5(862) ](https://www.g2.com/products/solarwinds-worldwide-llc-solarwinds-observability/reviews) What do users say? Users consistently praise the unified visibility SolarWinds Observability provides across infrastructure, applications, and networks, which simplifies monitoring and enhances troubleshooting efficienc Pros and Cons [ Ease of Use (21) ](https://www.g2.com/products/solarwinds-worldwide-llc-solarwinds-observability/reviews?qs=pros-and-cons)[ Learning Curve (13) ](https://www.g2.com/products/solarwinds-worldwide-llc-solarwinds-observability/reviews?qs=pros-and-cons) ### [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:** 823 #### 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:** 44% 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? **["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) **["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) #### 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) [ Apica ](https://www.g2.com/products/apica-apica/reviews) By [Apica](https://www.g2.com/sellers/apica) [ 4.2/5(15) ](https://www.g2.com/products/apica-apica/reviews) What do users say? Users consistently praise ease of use and the ability to generate load tests quickly with Apica. The platform is valued for its comprehensive monitoring capabilities and seamless integration with othe Pros and Cons [ Ease of Use (3) ](https://www.g2.com/products/apica-apica/reviews?qs=pros-and-cons)[ Limited Features (2) ](https://www.g2.com/products/apica-apica/reviews?qs=pros-and-cons) ### [Apica](https://www.g2.com/products/apica-apica/reviews) Apica provides agentic-ready infrastructure purpose-built for the AI era. Apica helps enterprises take control of exploding telemetry volumes by providing the pipeline control, metrics foundation, and data readiness that AI agents demand, at up to 40% lower total cost of ownership than legacy observability platforms. Unlike platform-centric solutions that ingest everything indiscriminately and charge at every step, Apica's pipeline-first architecture processes, enriches, and governs telemetry before costly platform ingestion, giving enterprises clean, governed, real-time data without vendor lock-in. Apica Ascent, the only complete telemetry data management product suite purpose-built for agentic AI environments, serves global enterprises across financial services, healthcare, retail, telecommunications, and technology sectors. Recognized as a Visionary in the 2025 Gartner Magic Quadrant for Observability Platforms. Learn more at www.apica.io or visit docs.apica.io. **Average Rating:** 4.2/5.0 **Total Reviews:** 15 #### Who Is the Company Behind Apica? - **Seller:** [Apica](https://www.g2.com/sellers/apica) - **Year Founded:** 2005 - **HQ Location:** Stockholm, SE - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=43e4253096b8c217312e93a8f62961179d21a906140a92916e9b9a08ad58105c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fapica-ab%2F&secure%5Burl_type%5D=linkedin_company_website) 83 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 47% Medium, 33% Large #### What Do G2 Reviewers Say About Apica? _AI-generated summary from verified user reviews_ ##### Pros - Users find Apica easy to use, enabling effortless testing with a **user-friendly interface** for all skill levels. - Users value the **real-time monitoring** capabilities of Apica, enabling proactive management of web application performance. - Users highlight the **real-time data analysis** capabilities of Apica, enabling effective identification of system opportunities and issues. - Users find Apica's **easy setup** beneficial, seamlessly integrating into their existing systems without technical hassles. - Users find **issue detection** effective with Circonus, leveraging real-time analytics to identify opportunities and system problems. ##### Cons - Users express concern over **limited features** in Apica, wishing for broader functionality during trials and usage. - Users find **missing features** in Circonus, wishing for a more comprehensive trial experience to better evaluate the tool. - Users find the **complex setup** of Apica time-consuming, requiring significant effort to customize for their needs. - Users consider the **high pricing scheme** of Apica a potential drawback, especially for smaller firms with tight budgets. - Users find the **difficult customization** process of Apica time-consuming, impacting readiness for production use. #### What Are Recent G2 Reviews of Apica? **["Need to start monitoring?"](https://www.g2.com/survey_responses/apica-review-8765673)** **Rating:** 4.0/5.0 stars _— Mrinal C._ [Read full review](https://www.g2.com/survey_responses/apica-review-8765673) **["Circonus: Infrastructure Monitoring without the Hardware Hassle"](https://www.g2.com/survey_responses/apica-review-8783911)** **Rating:** 5.0/5.0 stars _— Desmond C._ [Read full review](https://www.g2.com/survey_responses/apica-review-8783911) #### What Are G2 Users Discussing About Apica? - [What is Circonus used for?](https://www.g2.com/discussions/what-is-circonus-used-for) [ Observo ](https://www.g2.com/products/observo/reviews) By [observo.ai](https://www.g2.com/sellers/observo-ai) [ 5/5(1) ](https://www.g2.com/products/observo/reviews) Product Description Observo AI was created to help Security and DevOps teams solve their biggest telemetry data problems. We use AI-based technology to help you harness your telemetry data, route it to destinations where ### [Observo](https://www.g2.com/products/observo/reviews) Observo AI was created to help Security and DevOps teams solve their biggest telemetry data problems. We use AI-based technology to help you harness your telemetry data, route it to destinations where it has the most value, supercharge your team productivity, and amplify security and observability while limiting risk. Observo.ai helps you reduce security and observability costs by 50% or more while resolving incidents more than 40% faster. **Average Rating:** 5.0/5.0 **Total Reviews:** 1 #### Who Is the Company Behind Observo? - **Seller:** [observo.ai](https://www.g2.com/sellers/observo-ai) - **Year Founded:** 2022 - **HQ Location:** Silicon Valley, CA - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=05c5c74c931db6c2e001df5aa7f0fc4a78066b40f64cf09e9aff5bda2d9d1a2e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fobservo-ai%2F&secure%5Burl_type%5D=linkedin_company_website) 14 employees on LinkedIn® #### Who Uses This Product? - **Company Size:** 100% Large #### What Are Recent G2 Reviews of Observo? **["Security"](https://www.g2.com/survey_responses/observo-review-9571549)** **Rating:** 5.0/5.0 stars _— Verified User in Market Research_ [Read full review](https://www.g2.com/survey_responses/observo-review-9571549) [ Vector By Datadog ](https://www.g2.com/products/vector-by-datadog/reviews) By [Datadog](https://www.g2.com/sellers/datadog) [ 3.5/5(1) ](https://www.g2.com/products/vector-by-datadog/reviews) Product Description A lightweight, ultra-fast tool for building observability pipelines ### [Vector By Datadog](https://www.g2.com/products/vector-by-datadog/reviews) A lightweight, ultra-fast tool for building observability pipelines **Average Rating:** 3.5/5.0 **Total Reviews:** 1 #### Who Is the Company Behind Vector By Datadog? - **Seller:** [Datadog](https://www.g2.com/sellers/datadog) - **Year Founded:** 2010 - **HQ Location:** New York - **Twitter:** @datadoghq 51,207 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1b0942496e12618acadaab3a1601417c9f0d1941be094e2cefb0d89c606e73b5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1066442%2F&secure%5Burl_type%5D=linkedin_company_website) 9,386 employees on LinkedIn® - **Ownership:** NASDAQ: DDOG #### Who Uses This Product? - **Company Size:** 100% Large [ Auguria ](https://www.g2.com/products/auguria/reviews) By [Auguria](https://www.g2.com/sellers/auguria) [ 0/5(0) ](https://www.g2.com/products/auguria/reviews) Product Description Auguria is revolutionizing security data management and analysis by leveraging the latest data ingestion techniques and bleeding edge proprietary analytical technologies. Auguria provides a data platf ### [Auguria](https://www.g2.com/products/auguria/reviews) Auguria is revolutionizing security data management and analysis by leveraging the latest data ingestion techniques and bleeding edge proprietary analytical technologies. Auguria provides a data platform that empowers modern security analysts to operate at an unparalleled level of efficiency and effectiveness. By combining cutting-edge technology with our commitment to innovation, we strive to enable our clients to make informed decisions and stay ahead of potential threats while cutting costs and improving efficiencies. #### Who Is the Company Behind Auguria? - **Seller:** [Auguria](https://www.g2.com/sellers/auguria) - **HQ Location:** N/A - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a9ab0dadb16331b8952b04f5a476f26f85a924f86e6621ba4deb0b45f5752bae&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fauguria-io%2F&secure%5Burl_type%5D=linkedin_company_website) 1 employees on LinkedIn® [ Axoflow ](https://www.g2.com/products/axoflow/reviews) By [Axoflow](https://www.g2.com/sellers/axoflow) [ 0/5(0) ](https://www.g2.com/products/axoflow/reviews) Product Description More than a data pipeline, Axoflow is an autonomous data layer for SecOps delivering better security outcomes at reduced cost with better data. With AI-based autonomy, not just a chatbot, investigatio ### [Axoflow](https://www.g2.com/products/axoflow/reviews) More than a data pipeline, Axoflow is an autonomous data layer for SecOps delivering better security outcomes at reduced cost with better data. With AI-based autonomy, not just a chatbot, investigations are 70% faster, SIEM spend is 50% lower, and pipeline maintenance is near zero. Axoflow Platform consists of a pipeline for collection, classification, normalization, and any source to any destination routing of security data, tiered storage solutions with federated search, and a control plane to monitor and manage pipeline performance. We use AI inside the Autonomous Data Layer to keep your security data clean, well-structured, and explainable – so your SOC tools and teams can make better decisions. #### Who Is the Company Behind Axoflow? - **Seller:** [Axoflow](https://www.g2.com/sellers/axoflow) - **HQ Location:** New York, New York, United States - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c6e08d985fecbbddfcfff33ba57e8e9612af2577b72818677a85e4e39dc9955d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Faxoflow%2F&secure%5Burl_type%5D=linkedin_company_website) 35 employees on LinkedIn® [ Calyptia Core ](https://www.g2.com/products/calyptia-core/reviews) By [Palo Alto Networks](https://www.g2.com/sellers/palo-alto-networks) [ 0/5(0) ](https://www.g2.com/products/calyptia-core/reviews) Product Description Powered by Fluent Bit, Calyptia Core simplifies your observability efforts with a click-and-drag approach to telemetry pipeline management and configuration. ### [Calyptia Core](https://www.g2.com/products/calyptia-core/reviews) Powered by Fluent Bit, Calyptia Core simplifies your observability efforts with a click-and-drag approach to telemetry pipeline management and configuration. #### Who Is the Company Behind Calyptia Core? - **Seller:** [Palo Alto Networks](https://www.g2.com/sellers/palo-alto-networks) - **Year Founded:** 2005 - **HQ Location:** Santa Clara, CA - **Twitter:** @PaloAltoNtwks 128,951 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=283fa006a7b7db5565e608e4d1bc1dafae45bdf4b312f2cd5bb208ac9271f81d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F30086%2F&secure%5Burl_type%5D=linkedin_company_website) 22,313 employees on LinkedIn® - **Ownership:** NYSE: PANW - ‹ Prev‹ Prev - 1 - [2](/categories/observability-pipeline?order=popular&page=2#product-list) - [Next ›Next ›](/categories/observability-pipeline?order=popular&page=2#product-list) Spotlight Categories [Background Check Software](https://www.g2.com/categories/background-check) [Accounts Payable Automation Software](https://www.g2.com/categories/ap-automation) [Product Information Management (PIM) Systems](https://www.g2.com/categories/product-information-management-pim) [Experience Management Software](https://www.g2.com/categories/experience-management) [Loyalty Management Software](https://www.g2.com/categories/loyalty-management) Similar Categories - [AI Agent Observability](/categories/ai-agent-observability) - [Application Performance Monitoring (APM)](/categories/application-performance-monitoring-apm) - [Cloud Infrastructure Monitoring](/categories/cloud-infrastructure-monitoring) - [Database Monitoring](/categories/database-monitoring) - [Enterprise Monitoring](/categories/enterprise-monitoring) - [Hardware Monitoring](/categories/hardware-monitoring) - [Log Monitoring](/categories/log-monitoring) - [Network Monitoring](/categories/network-monitoring) - [Observability Software](/categories/observability-software) - [Other Monitoring](/categories/other-monitoring) - [Website Monitoring](/categories/website-monitoring) [Browse Observability Pipeline Themes](/categories/observability-pipeline/themes) ![Tian Lin](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Tian Lin") TL Researched and written by [Tian Lin](https://research.g2.com/insights/author/tian-lin) Updated October 3, 2024 Observability pipeline software manages and optimizes the flow of telemetry data within IT systems. These solutions assist IT teams in monitoring and securing their infrastructure. Observability pipeline software maintains overall system integrity by seamlessly connecting numerous data sources, analytic tools, and databases. Observability pipeline software becomes necessary when the cloud infrastructure environment begins to generate large amounts of telemetry data consisting of traces, metrics, and logs. Most of this data is inconsequential and noisy for analytic software to process. In addition, manually transporting this data from various infrastructures and agents is time-consuming. Thus, IT professionals use observability pipeline tools to route raw telemetry data from one API to another in real time. While the data is being routed from origin to destination, the software reformats it for compatibility, reduces its size based on value, and enriches it with additional context to the issues. This allows the infrastructure monitoring and security software to receive and analyze only the necessary data in a digestible format. This ensures operational efficiency for IT Operations, DevOps teams, and Site Reliability Engineers (SREs) for continuous infrastructure monitoring. These IT teams typically integrate observability software with [monitoring software](https://www.g2.com/categories/monitoring). Monitoring software can be both sources and destinations for observability pipelines. Observability pipelines do not usually provide the monitoring and analytics found in [observability solution suites](https://www.g2.com/categories/observability-solution-suites). Instead, observability pipeline tools focus on sending the telemetry data to the observability solution suites software. To qualify for inclusion in the Observability Pipeline category, a product must: - Collect and aggregate various forms of telemetry data like logs, metrics, and traces - Provide data optimization and reduction to reduce the cost of data storage and processing - Support real-time data processing and context enrichment - Route data to analytic tools and storage solutions - Offer custom data filter options and data transformation Show More