10+ Best AI Observability Tools in 2026 (New Guide)

Discover the power of Evidently AI, an open-source ML monitoring platform that helps data scientists and engineers evaluate, test, and monitor their models effectively.

Transform your contact center with Observe.AI. Autonomous AI boosts agent efficiency, enhances CX, and ensures 100% quality & compliance.

Metaplane is a data observability platform that helps data teams know when things break, what went wrong, and how to fix it.

Digma is a Preemptive Observability product that identifies performance and scaling issues in pre-production environments and provides a code-level root cause and the severity of the issues, all done automatically and continuously.

Revolutionize your analytics game with our AI-powered platform. Fast, Affordable, Insightful.

Automate pipelines and optimize log data with Observo.ai. Reduce costs, improve efficiency, and enhance incident resolution with AI-powered features.

Eyer is a sophisticated and simple to use observability platform using AI for IT Operations. It is an automated observability platform that easily integrates and supports different technologies through APIs.

AI is always on call and never sleeps. Edge Delta is an automated observability platform that monitors your services, alerts you when something is wrong, and guides root-cause analysis.

OpenLIT is an open-source LLM and GPU observability tool built on OpenTelemetry. It offers tracing, metrics, and a playground to debug and improve LLM apps. Supports 20+ integrations like OpenAI, LangChain, and exports data to your existing observability tools

Metoro is a powerful observability platform for Kubernetes microservices. One-click install, automatic APM, AI root cause analysis. Optimize performance, monitor production.

Onlook is a desktop application that provides a visual, Figma-like interface for editing your React code. It allows you to make design changes directly in your running application and writes those changes back to your codebase in real-time.

Open source AI agents for privacy-first insight & automation. Observer AI runs locally on your machine, keeping your data secure and private.

Opik: The open-source platform to debug, evaluate, and optimize your LLM, RAG, and agentic applications for production.

Explo delivers white-label embedded AI analytics, interactive dashboards, and self-service reporting directly within your platform.

OpsLevel is the AI-powered internal developer portal that catalogues every element of your software ecosystem in minutes, enforces standards automatically, and unblocks engineers with one-click self-service—all from a single pane of glass.