Middleware vs. Observe Comparison


Middleware Middleware Lab	Observe
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Middleware	Observe
		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. 4.6 out of 5 stars 673 Ratings Visit Website for Grafana Cloud 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. 4.5 out of 5 stars 2,965 Ratings Visit Website for New Relic 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. 4.6 out of 5 stars 165 Ratings Visit Website for AdRem NetCrunch 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. 4.7 out of 5 stars 305 Ratings Visit Website for Gearset 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. 4.4 out of 5 stars 453 Ratings Visit Website for Graylog 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. 4.6 out of 5 stars 8 Ratings Visit Website for Code-Cube.io 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. 4.5 out of 5 stars 679 Ratings Visit Website for Auvik 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 4.6 out of 5 stars 152 Ratings Visit Website for Blumira DataBuck DataBuck is an AI-powered data validation platform that automates risk detection across dynamic, high-volume, and evolving data environments. DataBuck empowers your teams to: ✅ Enhance trust in analytics and reports, ensuring they are built on accurate and reliable data. ✅ Reduce maintenance costs by minimizing manual intervention. ✅ Scale operations 10x faster compared to traditional tools, enabling seamless adaptability in ever-changing data ecosystems. By proactively addressing system risks and improving data accuracy, DataBuck ensures your decision-making is driven by dependable insights. Proudly recognized in Gartner’s 2024 Market Guide for #DataObservability, DataBuck goes beyond traditional observability practices with its AI/ML innovations to deliver autonomous Data Trustability—empowering you to lead with confidence in today’s data-driven world. 4.8 out of 5 stars 6 Ratings Visit Website for DataBuck NeuBird NeuBird is the governed center of agentic operations: one secure, audited connection to your telemetry and your LLMs, with a memory of every investigation, so your engineers, your leaders, and your own agents all start from what the company already knows. 5.0 out of 5 stars 2 Ratings Visit Website for NeuBird
Middleware: 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.	Observe: About Observe – the AI-powered observability company – is reinventing how businesses detect anomalies, troubleshoot applications, and resolve incidents to deliver exceptional customer experiences. Only Observe eliminates silos of logs, metrics, and traces by storing all data in a single, cost-efficient data lake, analyzing all telemetry data using a single language, and providing access through a single, consistent, user interface. Observe’s AI-Powered Observability enables companies to resolve software incidents three times faster at one-third the cost. Customers such as Capital One, Dialpad AI, Top Golf and more trust Observe to turn their data into actionable insights.
Middleware: Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Observe: Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Middleware: Audience Organizations interested in a powerful AI cloud observability platform	Observe: Audience Companies looking for an observability solution
Middleware: Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Observe: Support Phone Support Not Supported 24/7 Live Support Supported Online Supported
Middleware: API Offers API Not Supported	Observe: API Offers API Not Supported
Middleware: Screenshots and Videos View more images or videos	Observe: Screenshots and Videos View more images or videos
Middleware: Pricing Free Free Version Supported Free Trial Not Supported	Observe: Pricing $0.35 Per GiB • Unlimited Users • Unlimited Alerts • Unlimited Dashboards • Unlimited Data Sources • Unlimited Retention for only $0.01 / GiB per Month • Data Encryption. In-transit and At-rest • Included Customer Success and Technical Support • No Overages. Period. Free Version Not Supported Free Trial Supported
Middleware: 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	Observe: 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

Middleware: Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Observe: Training Documentation Supported Webinars Supported Live Online Supported In Person Supported
Middleware: Company Information Middleware Lab Founded: 2022 United States middleware.io	Observe: Company Information Observe Founded: 2017 United States www.observeinc.com
Middleware: Alternatives Splunk Observability Cloud Cisco	Observe: Alternatives Splunk Observability Cloud Cisco
Middleware: Grafana Cloud Grafana Labs 4.6 out of 5 stars	Observe: Edge Delta
Middleware: Elastic Observability Elastic	Observe: Tigera
Middleware: Sentry 5.0 out of 5 stars	Observe: Cortex XCOR Palo Alto Networks
Middleware: Dynatrace 5.0 out of 5 stars View All	Observe: Riverbed IQ Riverbed View All
Middleware: Categories Artificial Intelligence Supported Log Monitoring Supported Observability Supported	Observe: Categories Log Management Supported Observability Supported Telemetry Supported
	Observe: Show More Features Log Management Features Archiving Supported Audit Trails Supported Compliance Reporting Supported Consolidation Not Supported Data Visualization Supported Event Logs Supported Network Logs Supported Remediation Supported Syslogs Supported Thresholds Supported Web Logs Supported
Middleware: Integrations AWS Auto Scaling Not Supported Amazon CloudFront Not Supported Amazon CloudWatch Not Supported Amazon DynamoDB Not Supported Amazon EC2 Not Supported Amazon EC2 Auto Scaling Not Supported Amazon Kinesis Not Supported Amazon RDS Not Supported Amazon S3 Not Supported Apache CloudStack Not Supported Apache Log4j Not Supported Azure SQL Database Not Supported Fluent Bit Not Supported Google Cloud Load Balancer Not Supported Indent Not Supported JSON Not Supported MongoDB Not Supported OpenAI Not Supported Suricata Not Supported Threat Intelligence Platform Not Supported Show More Integrations	Observe: Integrations AWS Auto Scaling Supported Amazon CloudFront Supported Amazon CloudWatch Supported Amazon DynamoDB Supported Amazon EC2 Supported Amazon EC2 Auto Scaling Supported Amazon Kinesis Supported Amazon RDS Supported Amazon S3 Supported Apache CloudStack Supported Apache Log4j Supported Azure SQL Database Supported Fluent Bit Supported Google Cloud Load Balancer Supported Indent Supported JSON Supported MongoDB Supported OpenAI Supported Suricata Supported Threat Intelligence Platform Supported Show More Integrations View All 58 Integrations
Middleware: Claim Middleware and update features and information Claim Middleware and update features and information	Observe: Claim Observe and update features and information Claim Observe and update features and information