AI agent observability tools - AI tools

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$

Agency offers tools and expertise to assist teams in building, prototyping, and deploying reliable AI agents, supported by the AgentOps observability platform.

• Contact for Pricing

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

• Freemium
• From 50$

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$

Okareo provides error discovery and evaluation tools for AI agents, enabling faster iteration, increased accuracy, and optimized performance through advanced monitoring and fine-tuning.

• Freemium
• From 199$

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$

AgentRPC is a universal RPC layer designed to unify tools from multiple programming languages into a single interface for AI agents, enabling connectivity across networks, including private VPCs.

• Freemium
• From 20$

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

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

• Freemium

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$

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$

Relari offers a contract-based development toolkit to define, inspect, and verify AI agent behavior using natural language, ensuring robustness and reliability.

• Freemium
• From 1000$

Wayfound is an AI agent management platform that helps businesses monitor, evaluate, and optimize the performance of their AI agents. It provides insights and tools to ensure agents align with company standards and deliver consistent business outcomes.

• Paid
• From 149$

Go Agent SDK is an open-source Software Development Kit for building, deploying, and orchestrating sophisticated AI agent-based applications using the Go programming language.

• Free

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

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$

PerfAgents is an AI-powered synthetic monitoring platform that leverages existing web automation scripts to monitor application availability and response time metrics globally. It supports multiple frameworks and offers AI-powered script creation for continuous testing.

• Paid

Cekura is a platform designed for testing and monitoring Voice AI agents, enabling developers to ensure seamless conversational experiences across various scenarios before launch.

• Free Trial
• From 500$

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

AgentOS is an open-source platform for building and deploying multi-agent systems. It simplifies agent construction, orchestration, and human-AI collaboration.

• Free

Ardor is an AI-powered software development lifecycle automation platform that enables developers to build and deploy AI agents through a visual interface, transforming prompts into production-ready solutions with automated backend management.

• Freemium

Agno is an open-source platform for building, deploying, and monitoring AI agents. It allows developers to create high-performance agents with memory, knowledge, and tool integration capabilities.

• Free

Edge Delta offers intelligent Telemetry Pipelines to manage, enrich, and analyze observability and security data at scale, reducing costs and automating insights.

• Usage Based

Flowtest.ai uses an AI Agent to continuously monitor your website like a real user, providing instant alerts and detailed reports for any issues.

• Free Trial
• From 20$

Fixa Observe helps you monitor and improve your AI voice agents by tracking latency, interruptions, and correctness. Debug and enhance your voice agent's performance with comprehensive tools.

• Usage Based

Qualetics is a platform enabling businesses to rapidly build, test, deploy, and monitor agentic AI solutions in real-time. It simplifies connecting data to AI models and integrating AI-driven insights into workflows and applications.

• Free Trial
• From 99$

Agentive Hub is a resource platform to discover, learn about, and deploy AI agents. Explore AI tools, tutorials, and connect with a community to enhance automation and productivity.

• Free

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

• Paid
• From 500$