AI Observability & Monitoring
Compare 20 ai observability & monitoring tools to find the right one for your needs
🔧 Tools
Compare and find the best ai observability & monitoring for your needs
Langfuse
An open-source platform for LLM observability, evals, prompt management, and metrics to debug and improve LLM applications.
Portkey AI
An AI gateway and observability suite that helps teams build reliable, production-grade AI applications faster.
Arthur AI
An AI performance monitoring and observability platform that ensures the reliability, security, and compliance of AI systems.
ZenML
An open-source MLOps framework for creating portable, production-ready AI pipelines, from traditional ML to LLM workflows.
Evidently AI
An open-source Python library and platform to evaluate, test, and monitor ML models from validation to production.
Aporia
A comprehensive platform for AI observability, governance, and performance, ensuring models are reliable and aligned with business goals.
Galileo AI
An observability and evaluation platform that helps teams ship reliable AI agents faster by automating evaluations and providing real-time protection.
Weights & Biases
A platform for tracking experiments, versioning data and models, and managing the MLOps lifecycle, including LLM observability.
WhyLabs
An AI observability platform for monitoring data and model health, now with its platform open-sourced after discontinuing commercial operations.
Superwise
An AI observability platform that helps teams monitor, manage, and optimize their models in production with a focus on business KPIs.
Arize AI
An AI observability and LLM evaluation platform for monitoring, troubleshooting, and improving machine learning models.
TruEra
An AI observability platform providing LLM and predictive AI observability across the full lifecycle. Acquired by Snowflake.
Fiddler AI
An AI observability platform for monitoring, explaining, analyzing, and improving ML and LLM models at scale.
Seldon
An enterprise platform for deploying, managing, and monitoring machine learning models at scale, with a focus on governance and risk.
Dynatrace
An AI-powered platform providing unified observability, security, and business analytics for modern multi-cloud environments.
Logz.io
An open-source based observability platform that unifies logs, metrics, and traces, with AI-powered analytics.
Datadog LLM Observability
Provides end-to-end visibility for large language model (LLM) applications, from the infrastructure to the model itself.
New Relic
A full-stack observability platform that provides monitoring for infrastructure, applications, and now, AI-powered applications.
Helicone
An open-source platform that provides logging, monitoring, and analytics for LLMs through a simple proxy-based approach.
Braintrust
An AI observability and evaluation platform that helps teams test, evaluate, and monitor their AI products from development to production.