AI observability tools - AI tools

Arize is a comprehensive platform designed to accelerate the development and improve the production of AI applications and agents.
- Freemium
- From 50$

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$

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

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

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

Langtrace is an open-source observability and evaluations platform designed to help developers monitor, evaluate, and enhance AI agents for enterprise deployment.
- Freemium
- From 31$

Phoenix accelerates AI development with powerful insights, allowing seamless evaluation, experimentation, and optimization of AI applications in real time.
- Freemium

Freeplay provides comprehensive tools for AI teams to run experiments, evaluate model performance, and monitor production, streamlining the development process.
- Paid
- From 500$

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

OpenLIT is an open-source observability platform designed to streamline AI development workflows, particularly for Generative AI and LLMs, offering features like prompt management, performance tracking, and secure secrets management.
- Other

AgentOps is a comprehensive developer platform that enables testing, debugging, and deployment of AI agents with support for 400+ LLMs, Crews, and AI agent frameworks.
- Freemium
- From 40$

TruEra offers an AI observability and diagnostics platform to monitor and improve the quality of machine learning models. It aids in building trustworthy AI solutions across various industries.
- Contact for Pricing

Maxim is an end-to-end evaluation and observability platform designed to help teams ship AI agents reliably and more than 5x faster.
- Paid
- From 29$

Laminar is an open-source platform that enables developers to trace, evaluate, label, and analyze Large Language Model (LLM) applications with minimal code integration.
- Freemium
- From 25$

llm.report is an open-source analytics and logging platform for OpenAI API usage, providing real-time monitoring, cost tracking, and usage optimization for AI applications.
- Freemium
- From 20$

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$
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