Observability platform for engineering teams - AI tools

Better Stack provides a comprehensive observability platform, offering uptime monitoring, incident management, log management, infrastructure monitoring, and status pages to help engineering teams ship higher-quality software faster.

• Freemium
• From 29$

KloudMate is an observability platform delivering advanced monitoring, anomaly detection, and debugging for microservices and cloud infrastructure using AI-powered analytics.

• Usage Based
• From 60$

groundcover is a cloud-native observability platform powered by eBPF that delivers full visibility across infrastructure, applications, and LLMs at a fraction of traditional costs, with no code changes required.

• Freemium
• From 30$

Asserts.ai is an observability platform that enhances Prometheus and OpenTelemetry, providing automated issue detection and correlation to reduce operational costs and improve visibility.

• Contact for Pricing

Honeycomb is a unified observability platform that allows you to store, query, and correlate all your telemetry data (logs, metrics, traces) to quickly resolve issues.

• Freemium
• From 130$

Logz.io is an AI-powered observability platform offering advanced log management, metrics, and distributed tracing to accelerate root cause analysis and system monitoring for modern IT environments.

• Freemium
• From 28$

Virtana Platform is an AI-native unified observability solution that provides comprehensive visibility across hybrid infrastructure, applications, AI workloads, and business services with intelligent automation and predictive analytics.

• Contact for Pricing

Kerno provides instant runtime feedback and context-rich insights for developers and AI code agents, streamlining debugging and improving code deployment in Kubernetes environments.

• Freemium
• From 20$

Embrace is an AI-powered observability platform that provides real user monitoring for mobile and web applications, helping teams identify performance issues and optimize user experiences through automated insights and comprehensive data analysis.

• Freemium
• From 80$

Acceldata provides a unified data observability platform to ensure data quality, prevent failures, and control costs for hybrid and multi-cloud data stacks. It helps businesses build a strong AI foundation with high-quality, reliable data.

• Contact for Pricing

Watchlog is an AI-powered full-stack monitoring platform that brings metrics, logs, traces, and real-user monitoring into a unified dashboard for comprehensive observability across infrastructure, applications, and services.

• Freemium
• From 5$

New Relic is a comprehensive observability platform that combines 30+ monitoring capabilities and 750+ integrations with AI-powered analytics to help teams monitor, troubleshoot, and optimize their entire technology stack.

• Freemium
• From 49$

Lumigo offers an AI-powered observability platform for troubleshooting microservice issues quickly. It provides end-to-end tracing, log management, and real-time monitoring for cloud infrastructure.

• Freemium
• From 119$

Parseable is an open-source observability platform that enables rapid log, metric, and trace analysis on object storage systems like S3, integrating AI-powered features for advanced insights and cost-efficient operations.

• Contact for Pricing

Censius is an AI observability platform that provides automated monitoring, proactive troubleshooting, and model explainability tools to help organizations build and maintain reliable machine learning models throughout their lifecycle.

• Free Trial

Barklarm is a free and open-source observability radiator that centralizes build, monitoring, and logging alarms from multiple systems into a single native OS display, reducing cognitive load for developers.

• Free

Metoro is a Kubernetes observability platform that provides automatic APM, logging, tracing, and profiling through eBPF technology, requiring zero code changes and one-minute setup.

• Freemium
• From 20$

Lightrun is a developer observability platform that allows developers to dynamically instrument logs, traces, and metrics to gain real-time insights into live applications directly from their IDE.

• Contact for Pricing

Edge Delta offers intelligent Telemetry Pipelines to manage, enrich, and analyze observability and security data at scale, reducing costs and automating insights.

• Usage Based

NuAura.Ai combines real-time intelligence with autonomous action to empower IT teams in optimizing performance, strengthening reliability, and resolving issues before they impact users.

• Freemium
• From 25$

Evidently AI is a comprehensive AI observability platform that helps teams evaluate, test, and monitor LLM and ML models in production, offering data drift detection, quality assessment, and performance monitoring capabilities.

• Freemium
• From 50$

Dynatrace is an AI-powered analytics and automation platform that provides unified observability and security solutions for cloud environments, helping organizations simplify cloud complexity and innovate faster.

• Free Trial

Arize is a comprehensive platform designed to accelerate the development and improve the production of AI applications and agents.

• Freemium
• From 50$

GreptimeDB is a cloud-native, unified observability database that processes metrics, logs, and traces in real-time with sub-second queries at any scale, built for OpenTelemetry and designed to reduce operational costs significantly.

• Freemium
• From 290$

Intellize is an AI-first observability platform allowing users to search logs, create dashboards, and set up alerts using natural language commands.

• Contact for Pricing

Digma is a Preemptive Observability Analysis (POA) tool that helps engineering teams identify and prevent breaking changes and performance issues before they impact production, operating as an IDE plugin with local data processing.

• Freemium
• From 450$

vFunction is an AI-powered platform that provides architectural observability for microservices and application modernization, helping businesses manage complexity and technical debt.

• Free Trial

EvolveDev is an AI-powered engineering intelligence platform that provides real-time observability, metrics tracking, and actionable insights for software development teams to improve efficiency and deliver on time.

• Freemium
• From 7$

MetricRule is an open-source tool offering granular monitoring for machine learning models in production, tracking performance, feature drifts, and data anomalies.

• Free

Doctor Droid is an AI teammate that mimics engineer investigations, providing analysis on Slack. It reduces on-call time and accelerates troubleshooting for faster issue resolution.

• Paid
• From 99$