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$

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$

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

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$

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

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

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$

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

• Freemium
• From 50$

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

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$

Metaplane is a data observability platform that helps data teams monitor data quality, lineage, and spend, ensuring data reliability and trust.

• Freemium

LogicMonitor is a SaaS-based automated monitoring platform that provides comprehensive observability for hybrid infrastructure, applications, and business services with AI-powered insights and analytics.

• Contact for Pricing
• From 22$

Aggregations.io transforms existing event data into real-time metrics and automatically generates searchable event schema documentation. It enhances observability and data-driven product features without requiring SDKs.

• Free Trial
• From 60$

HoneyHive is a comprehensive platform that provides AI observability, evaluation, and prompt management tools to help teams build and monitor reliable AI applications.

• Freemium

Calmo is an AI tool designed to accelerate production debugging by providing instant root cause analysis integrated with your existing observability stack.

• Freemium
• From 270$

Eyer is an AI-powered IT observability platform that integrates with your existing technology stack. It offers a scalable, sustainable, and affordable solution for monitoring IT infrastructure.

• Free Trial

Superwise provides comprehensive ML observability to monitor, analyze, and maintain the health of machine learning models in production.

• Freemium

Datable.io offers a streaming data pipeline for security teams to optimize observability costs by shaping, enriching, and routing telemetry data before it hits expensive tools.

• Freemium
• From 240$