Sumo Logic provides cloud‑native machine data analytics for real‑time observability, security, and compliance. Below are 20 comparable platforms for Application Performance Monitoring (APM) and log management.
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Unified observability platform offering APM, log management, infrastructure monitoring, and AI‑driven alerts.
Full‑stack observability suite with APM, logs, metrics, and distributed tracing in a single UI.
Enterprise‑grade platform for searching, monitoring, and analyzing machine‑generated data at scale.
Open‑source stack (Elasticsearch, Logstash, Kibana, Beats) delivering centralized logging, metrics, and APM.
Cloud‑based log aggregation and analysis service with powerful search, dashboards, and alerts.
AI‑enhanced log analytics built on the ELK stack, offering APM, security analytics, and incident management.
Error‑tracking and performance monitoring platform focused on real‑time crash reporting and transaction tracing.
AI‑driven full‑stack monitoring solution covering APM, logs, infrastructure, and digital experience.
Comprehensive APM suite with business transaction monitoring, log analytics, and AI‑powered insights.
Open‑source log management platform with powerful search, alerting, and extensible plugins.
Simple, cloud‑based log aggregation service with real‑time tailing, search, and alerting.
High‑performance log analytics platform designed for real‑time streaming and massive data volumes.
Unified logging and monitoring solution with built‑in APM, dashboards, and anomaly detection.
Log collection and analysis tool integrated with SolarWinds IT management suite.
Enterprise observability platform combining OpenTelemetry, Jaeger, Prometheus, and Grafana for APM and logs.
Microsoft Azure’s native monitoring service offering logs, metrics, and APM via Application Insights.
Google Cloud’s integrated monitoring, logging, and tracing solution for GCP and hybrid environments.
Open‑source time‑series monitoring (Prometheus) paired with Grafana dashboards for metrics and log visualization.
Log aggregation system designed to work seamlessly with Prometheus and Grafana for cost‑effective log storage.
Machine‑learning powered log analytics platform that unifies logs, metrics, and traces with real‑time insights.