Observability

AI tools for logging, tracing, monitoring, and application performance insights.

Datadog

Cloud observability with AI-powered anomaly detection

Arize Phoenix

Open-source tracing and evaluation for LLM apps

Open Source Python Library

New Relic

Full-stack observability, now under private equity ownership

Opik

Comet's open-source LLM tracing and evaluation suite

Open Source Python Library

Sentry

Developer-first error tracking with AI root-cause suggestions

Mobile App

Maxim AI

Simulation and evaluation platform for AI agents

Web App

Fiddler AI

Monitoring and explainability for ML and LLM systems

Web App

HoneyHive

Observability and evaluation for AI agents

Web App

Traceloop

Observability for LLM apps built on OpenTelemetry

Open Source Web App

Honeycomb

Observability built for high-cardinality debugging

Arthur

AI performance monitoring with an open-source evaluation engine

Open Source Web App

OpenLLMetry

OpenTelemetry instrumentation for LLM frameworks

Open Source Python Library

Aporia

ML observability and guardrails for production AI

Web App

Dynatrace

AI-powered observability and cloud operations platform for applications and infrastructure.

API AI Agent Web App

Elastic Observability

Unified logs, metrics, traces, profiling, and AIOps on the Elastic Stack.

API Open Source AI Agent Web App

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