Observability & Monitoring brand directory

Datadog is an AI-powered observability and security platform that unifies metrics, traces, logs, and security signals across cloud infrastructure, applications, and digital experiences into a single SaaS interface, enabling engineering and security teams to monitor, troubleshoot, secure, and optimize modern cloud-native stacks at any scale.

New Relic Intelligent Observability Platform is a cloud-native, AI-powered SaaS product that unifies metrics, events, logs, and traces (MELT) across the full technology stack—from frontend browser and mobile applications through distributed microservices, databases, Kubernetes clusters, and cloud infrastructure. It combines APM 360, digital experience monitoring, AI/agentic monitoring, log intelligence, infrastructure monitoring, AIOps, and Security Rx into a single data platform with 800+ integrations, an NRQL query engine, customizable dashboards, smart alerting, and an AI assistant (New Relic AI). Agentic capabilities include an SRE Agent for automated incident remediation and an Agentic Platform for delivering observability signals into third-party AI workflows.

Dynatrace is an enterprise-grade, AI-powered observability platform that provides unified full-stack monitoring across applications, infrastructure, digital experience, security, and business analytics. It combines the Grail™ data lakehouse, Davis® AI (causal + predictive + generative), and OneAgent auto-instrumentation to deliver automatic dependency mapping, anomaly detection, and root-cause analysis at cloud scale. The platform supports cloud-native, hybrid, and on-premises environments and integrates with 800+ technologies.

Grafana Labs provides an open and composable observability platform built around the open-source LGTM Stack (Loki for logs, Grafana for visualization, Tempo for traces, Mimir for metrics). It is available as a fully managed cloud service (Grafana Cloud) or as a self-hosted enterprise offering. The platform unifies metrics, logs, traces, profiles, and frontend telemetry in a single pane of glass, supports 100+ data sources, and includes AI-powered tools for cost optimization (Adaptive Telemetry), root cause analysis (Asserts), and intelligent investigation (Grafana Assistant). Additional capabilities include performance testing (k6), incident response and management, synthetic monitoring, and database observability.

Splunk delivers a unified data platform spanning observability and security. Core offerings include Splunk Enterprise (self-managed), Splunk Cloud Platform (SaaS), Splunk Observability Cloud (full-stack APM, infrastructure, RUM, synthetic monitoring), Splunk Enterprise Security (SIEM), Splunk SOAR, and IT Service Intelligence (ITSI with AIOps). Post-Cisco acquisition, AppDynamics was merged into the Splunk observability unit. The platform is built on a schema-on-read architecture with OpenTelemetry-native support, AI/ML analytics, and a 2,000+ integration ecosystem via Splunkbase.

Honeycomb is a cloud-native observability platform built on a purpose-engineered columnar datastore that stores all telemetry—logs, metrics, and traces—as structured events with arbitrary high-cardinality fields. Engineers query across billions of events in seconds, explore system behavior without dashboards, surface anomalies with BubbleUp, manage reliability via SLOs, and accelerate investigations using the Canvas AI copilot or the Honeycomb MCP Server for AI agent workflows. The platform is OpenTelemetry-native, supports 60+ integrations, and is available as SaaS or Private Cloud (Enterprise).

Coralogix is a full-stack, cross-stack observability platform that ingests logs, metrics, traces, and security events in real time via its in-stream Streama© engine, storing all data in customer-owned cloud storage for infinite retention. Its DataPrime query engine provides unified querying across all telemetry types without requiring indexing or hot storage. The platform covers APM, real user monitoring, infrastructure monitoring, SIEM, and AI observability including guardrails and AI security posture management, supported by 300+ integrations and native OpenTelemetry. Its autonomous AI agent, Olly, enables natural-language root cause analysis across all telemetry.

Elastic Observability is a full-stack observability solution built on the Elasticsearch platform that unifies logs, metrics, APM traces, real user monitoring (RUM), and synthetic testing into a single interface powered by Kibana. It ingests and correlates petabytes of telemetry data in real time using OpenTelemetry-native collection via the Elastic Distribution of OpenTelemetry (EDOT) SDK, applies ML-based anomaly detection and AIOps, and provides an AI Assistant grounded in organizational knowledge bases to accelerate incident response and root cause analysis. Deployable as a fully managed serverless service, hosted cloud (AWS, Azure, GCP), or self-managed on-premises cluster via Kubernetes (ECK), it is designed to handle modern multi-cloud and hybrid environments at enterprise scale.

Logz.io's Open 360™ platform is a fully managed, open-source-based observability suite that unifies logs, metrics, traces, and security monitoring. Its distinguishing feature is an AI Agent layer (OrionIQ) that automates root cause analysis, generates natural-language insights, and accelerates incident investigation. Built on OpenSearch, Prometheus, Jaeger, and OpenTelemetry, the platform serves as a managed upgrade path for teams running self-hosted ELK or Prometheus stacks, offering 300+ integrations, multi-tiered storage, a Data Optimization Hub for cost control, and Kubernetes 360 for container-native environments.

Better Stack is a unified, AI-native observability platform offering eBPF-based distributed tracing, log management, infrastructure monitoring, uptime and synthetic monitoring, incident management, on-call scheduling, status pages, error tracking, real user monitoring, and a time-series data warehouse—all accessible through SQL, PromQL, or a drag-and-drop interface, with an agentic AI SRE for root cause analysis and a robust MCP server for LLM integration.

Chronosphere offers two core products: (1) the Observability Platform — an end-to-end SaaS solution covering metrics, distributed tracing, logs, and events with a proprietary Control Plane for cost and cardinality governance, AI-guided troubleshooting (DDx), SLO management, and Chronosphere Lens for incident response; and (2) the Telemetry Pipeline — a Fluent Bit-based data collection, transformation, and routing solution for logs, metrics, events, and traces from any source to any destination, built from the Calyptia acquisition. Both products emphasize open-standards compatibility (Prometheus, OpenTelemetry) and freedom from proprietary agent lock-in. As of late 2025, both products operate under Palo Alto Networks following a $3.35B acquisition.

Axiom is an agent-native observability and event data platform that unifies logs, distributed traces, metrics, and AI engineering telemetry in a single serverless data store, designed to capture 100% of event data at petabyte scale without sampling—dramatically reducing observability costs compared to legacy tools.

Mezmo is an AI-driven telemetry data platform providing Active Telemetry Pipelines, agentic SRE automation, and an open-source agent orchestration harness (AURA). It ingests logs, metrics, and traces from 100+ sources, applies real-time enrichment, deduplication, and routing, and delivers curated context to downstream observability platforms and AI agents via an MCP server. Its core differentiation is noise reduction—up to 99.98% data compression—before AI inference or indexing, enabling faster root cause analysis at significantly lower cost than raw-data observability approaches. Originally founded as LogDNA and rebranded in 2022, the platform has expanded from log management into a broader AI-native telemetry intelligence layer.