Middleware vs. Sumo Logic Comparison


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		Related Products Grafana Cloud Grafana Labs delivers the leading AI-powered observability platform, built around Grafana—the world’s most widely adopted open source technology for dashboards and visualization. Recognized as a Leader in the 2026 Gartner® Magic Quadrant™ for Observability Platforms (3x) and furthest in Completeness of Vision (2025, 2026), Grafana Labs supports more than 25 million users and thousands of organizations, from startups to the Fortune 500. Grafana Cloud is the open observability cloud, built on open source, open standards, and open ecosystems. Powered by the LGTM stack—Grafana (visualization), Mimir (metrics), Loki (logs) & Tempo (traces)—it unifies telemetry in one platform for full-stack visibility across applications, infrastructure, and digital experiences. With the AI-powered Grafana Assistant and Adaptive Telemetry suite, teams detect and resolve issues faster, reduce wasteful telemetry spend, and gain real-time insights to ensure reliability. Native OTel support and 100s of integrations mean you can plug in existing tools & data sources. 859 Ratings Visit Website New Relic There are an estimated 25 million engineers in the world across dozens of distinct functions. As every company becomes a software company, engineers are using New Relic to gather real-time insights and trending data about the performance of their software so they can be more resilient and deliver exceptional customer experiences. Only New Relic provides an all-in-one platform that is built and sold as a unified experience. With New Relic, customers get access to a secure telemetry cloud for all metrics, events, logs, and traces; powerful full-stack analysis tools; and simple, transparent usage-based pricing with only 2 key metrics. New Relic has also curated one of the industry’s largest ecosystems of open source integrations, making it easy for every engineer to get started with observability and use New Relic alongside their other favorite applications. 2,935 Ratings Visit Website AdRem NetCrunch NetCrunch is commercial, self-hosted, agentless network and IT infrastructure monitoring software for Windows Server. It monitors network devices, servers, virtualization platforms, cloud services, applications, websites, logs, telemetry, and network traffic across on-premises and hybrid IT environments. Network traffic analysis supports NetFlow, sFlow, IPFIX, and other flow technologies. NetCrunch supports 680+ monitoring targets and provides 270+ ready-to-use Monitoring Packs for devices, applications, and operating systems. Licensing is based on monitored nodes and network interfaces rather than individual sensors, checks, or metrics. Real-time dashboards, policy-based monitoring, advanced alerting, and 40+ automated response actions—including remote script execution, service restart, process termination, and device reboot—support centralized monitoring and automated remediation. NetCrunch runs on Windows Server and can monitor infrastructure deployed on-premises, in the cloud, or across hybrid environments. 165 Ratings Visit Website NetBrain Founded in 2004, NetBrain brings Agentic NetOps to enterprise operations with complex hybrid-cloud networks. Pre-built AI agents grounded in a NetOps Harness, the network context engine, provide governed execution of the entire lifecycle from diagnose, change, and assess to prevent and predict. The platform turns each diagnosis into deterministic automation deployed across your network, eliminating recurring issues faster and at lower cost. Governed execution means agents' actions are grounded before they touch your network, making agentic operations safe and trustworthy. Connect and enrich your cross-domain ecosystem across ITSM, observability, and cloud platforms. 285 Ratings Visit Website Gearset Gearset is the complete, enterprise-ready Salesforce DevOps platform, enabling teams to implement best practices across the entire DevOps lifecycle. With powerful solutions for metadata and CPQ deployments, CI/CD, testing, code scanning, sandbox seeding, backups, archiving, observability, and Org Intelligence — including the Gearset Agent — Gearset gives teams complete visibility, control, and confidence in every release. More than 3,000 enterprises, including McKesson, IBM and Zurich, trust Gearset to deliver securely at scale. Combining advanced governance, built‑in audit trails, SOX/ISO/HIPAA support, parallel pipelines, integrated security scans, and compliance with ISO 27001, SOC 2, GDPR, CCPA/CPRA, and HIPAA, Gearset provides enterprise‑grade controls, rapid onboarding, and a user‑friendly interface — all in one platform. Gearset delivers enterprise‑grade power without the overhead, which is why leading global organizations in finance, healthcare, and technology choose us. 305 Ratings Visit Website Graylog Graylog is the AI-powered SIEM and log management platform built for security and IT operations. The platform centralizes and analyzes event data from across complex environments to help teams detect threats faster, investigate smarter, and control data costs—without compromise. Graylog combines scalable log management with explainable AI that summarizes dashboards, prioritizes real risks, and automates investigation workflows—while keeping analysts in control. With products including Graylog Security, Enterprise, API Security, and Open, Graylog serves more than 60,000 organizations across 180 countries. Headquartered in Houston with roots in open source, Graylog continues to redefine how modern teams achieve clarity, context, and control across their environments. 438 Ratings Visit Website Code-Cube.io Code-Cube.io is the full-stack data collection observability platform that protects your dataLayer, tags and conversion data. It detects tracking issues instantly and provides real-time alerts to prevent data loss and performance drops. The platform eliminates the need for manual QA by continuously auditing tracking implementations across websites and applications. Users gain full visibility into how tags and events behave across both client-side and server-side environments. Code-Cube.io ensures that marketing data remains accurate, enabling better decision-making, preventing wasted ad spend and maximizing campaign performance. 7 Ratings Visit Website Auvik Auvik's cloud-based network monitroing and management software gives you instant insight into the networks you manage, and automates complex and time-consuming network tasks. You get complete network visibility and control. Real-time network mapping & inventory means you'll always know exactly whats where, even as your users move. Automated config backup & restore on network devices means you'll mitigate network risk with no manual effort. And deep network traffic insights is a game changer. Whether you are a corporate IT professional or a Managed Service Provider, Auvik has a simple, out of the box solution for you and your team that only take minutes to deploy. 675 Ratings Visit Website Blumira Empower Your Current Team to Achieve Enterprise-Level Security An all-in-one solution with SIEM, endpoint visibility, 24/7 monitoring, and automated response to reduce complexity, increase visibility and speed up time to respond. We handle the security heavy lifting, so you get time back in your day. With out-of-the-box detections, pre-filtered alerts, and response playbooks, IT teams can achieve real security value with Blumira. Quick Deployment, Immediate Results: Integrates with your tech stack and fully deploy, with no warm-up period, in hours All-You-Can-Eat Data Ingest: Predictable pricing and with unlimited data logging for full-lifecycle detection Compliance Made Easy: 1 year data retention included, pre-built reports, and 24/7 automated monitoring 99.7% CSAT Support: Solution Architects for product support, the Incident Detection and Response Team creating new detections, and 24/7 SecOps support 150 Ratings Visit Website Cloudflare Cloudflare is the foundation for your infrastructure, applications, and teams. Cloudflare secures and ensures the reliability of your external-facing resources such as websites, APIs, and applications. It protects your internal resources such as behind-the-firewall applications, teams, and devices. And it is your platform for developing globally scalable applications. Your website, APIs, and applications are your key channels for doing business with your customers and suppliers. As more and more shift online, ensuring these resources are secure, performant and reliable is a business imperative. Cloudflare for Infrastructure is a complete solution to enable this for anything connected to the Internet. Behind-the-firewall applications and devices are foundational to the work of your internal teams. The recent surge in remote work is testing the limits of many organizations’ VPN and other hardware solutions. 2,035 Ratings Visit Website
About AI-powered cloud observability platform. Middleware platform helps identify, understand and fix issues across your cloud infrastructure. AI will detect all the issues from infra and application and give better recommendations on fixing them. Monitor metrics, logs, and traces in real-time on the dashboard. The most efficient and faster results with the least resource usage. Bring all the metrics, logs, traces, and events to one single unified timeline. Get complete visibility into your cloud with a full-stack observability platform. Our AI-based predictive algorithms look at your data and give you suggestions on what to fix. You are the owner of your data. Control your data collection and store it on your cloud to reduce cost by 5x to 10x. Connect the dots between when the problem begins and where it ends. Fix problems before your users' report. They get an all-inclusive solution for cloud observability in a single place. And that's too cost-effective.	About Sumo Logic, Inc. helps make the digital world secure, fast, and reliable by unifying critical security and operational data through its Intelligent Operations Platform. Built to address the increasing complexity of modern cybersecurity and cloud operations challenges, we empower digital teams to move from reaction to readiness—combining agentic AI-powered SIEM and log analytics into a single platform to detect, investigate, and resolve modern challenges. Customers around the world rely on Sumo Logic for trusted insights to protect against security threats, ensure reliability, and gain powerful insights into their digital environments. Sumo Logic Cloud SIEM helps your team detect, investigate, and respond to threats with faster behavioral analytics and automation—powered by real-time data and logs-first intelligence. Sumo Logic UEBA baselines user and entity behavior in minutes—training models on historical data to reduce false positives and surface high-risk anomalies.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Organizations interested in a powerful AI cloud observability platform	Audience IT Security and Development departments looking for a solution for cloud log management and TDIR
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Free Trial	Pricing $270.00 per month $270/month for Professional, $450/month for Enterprise. $90 per GB, 3 GB minimum Free Version Free Trial
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 5.0 / 5 ease 5.0 / 5 features 4.5 / 5 design 5.0 / 5 support 4.5 / 5 Read all reviews
	Pros & Cons from Real Users Pros Good interface Easy to use with simplified dashboard Data visualization Integrations to import data Free trial Simple user interface Interactive dashboard with visualized data Great analytics & insights Supports multiple cloud integrations Highly scalable Cons Full support is not available on the basic plan. The log query search is slower, compared to other tools.
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information Middleware Lab Founded: 2022 United States middleware.io	Company Information Sumo Logic Founded: 2009 United States www.sumologic.com
Alternatives Splunk Observability Cloud Cisco	Alternatives New Relic
Grafana Cloud Grafana Labs	Blumira
Elastic Observability Elastic	Zulu Embedded Azul Systems
Sentry	Datadog
Dynatrace View All	ManageEngine Log360 Zoho View All
Categories Artificial Intelligence Log Monitoring Observability	Categories Application Performance Monitoring (APM) Cloud Management Cloud Monitoring Cloud Security Container Monitoring DevOps DevSecOps Incident Response Log Analysis Log Management Log Monitoring Observability Security Analytics Security Orchestration, Automation and Response (SOAR) SIEM
	Show More Features Application Performance Monitoring (APM) Features Baseline Manager Diagnostic Tools Full Transaction Diagnostics Performance Control Resource Management Root-Cause Diagnosis Server Performance Trace Individual Transactions Cloud Management Features Access Control Billing & Provisioning Capacity Analytics Cost Management Demand Monitoring Multi-Cloud Management Performance Analytics SLA Management Supply Monitoring Workflow Approval Cloud Security Features Antivirus Application Security Behavioral Analytics Encryption Endpoint Management Incident Management Intrusion Detection System Threat Intelligence Two-Factor Authentication Vulnerability Management DevOps Features Approval Workflow Dashboard KPIs Policy Management Portfolio Management Prioritization Release Management Timeline Management Troubleshooting Reports Incident Response Features Attack Behavior Analytics Automated Remediation Compliance Reporting Forensic Data Retention Incident Alerting Incident Database Incident Logs Incident Reporting Privacy Breach Reporting Security Orchestration SIEM Data Ingestion / Correlation SLA Tracking / Management Threat Intelligence Timeline Analysis Workflow Automation Workflow Management Log Management Features Archiving Audit Trails Compliance Reporting Consolidation Data Visualization Event Logs Network Logs Remediation Syslogs Thresholds Web Logs SIEM Features Application Security Behavioral Analytics Compliance Reporting Endpoint Management File Integrity Monitoring Forensic Analysis Log Management Network Monitoring Real Time Monitoring Threat Intelligence User Activity Monitoring
Integrations Campaign Monitor Claroty Code42 Incydr Daylight Dropzone AI Fidelis Halo GitGuardian InsightFinder Keeper Security Okera OpenReplay OpsLevel Quickwork Recorded Future SOC Prime Platform Shift Signal9 Stream Security StrongDM threatYeti by alphaMountain Show More Integrations	Integrations Campaign Monitor Claroty Code42 Incydr Daylight Dropzone AI Fidelis Halo GitGuardian InsightFinder Keeper Security Okera OpenReplay OpsLevel Quickwork Recorded Future SOC Prime Platform Shift Signal9 Stream Security StrongDM threatYeti by alphaMountain Show More Integrations View All 107 Integrations
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