AI agent observability tool - 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$

NuAura.Ai combines real-time intelligence with autonomous action to empower IT teams in optimizing performance, strengthening reliability, and resolving issues before they impact users.

• Freemium
• From 25$

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$

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$

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$

Logz.io is an AI-powered observability platform offering advanced log management, metrics, and distributed tracing to accelerate root cause analysis and system monitoring for modern IT environments.

• Freemium
• From 28$

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

Kerno provides instant runtime feedback and context-rich insights for developers and AI code agents, streamlining debugging and improving code deployment in Kubernetes environments.

• Freemium
• From 20$

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

• Freemium

AutonomOps AI is an agentic AI platform for Site Reliability Engineering (SRE) teams that automates incident investigation, accelerates MTTR, and simplifies SRE work through autonomous AI agents and predictive intelligence.

• Freemium
• From 149$

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$

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$

Arch Gateway is an AI-native proxy server designed to help developers build sophisticated agentic AI applications by simplifying prompt processing, security, observability, and integration.

• Free

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$

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$

Virtana Platform is an AI-native unified observability solution that provides comprehensive visibility across hybrid infrastructure, applications, AI workloads, and business services with intelligent automation and predictive analytics.

• Contact for Pricing

Watchlog is an AI-powered full-stack monitoring platform that brings metrics, logs, traces, and real-user monitoring into a unified dashboard for comprehensive observability across infrastructure, applications, and services.

• Freemium
• From 5$

AlignX.ai is an AI testing and observability platform that helps teams test, monitor, and align AI agents for successful deployment, featuring automated feature extraction, agent workflow validation, and compliance adherence.

• Freemium

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$

Polos is an open-source runtime for AI agents that handles sandboxing, durability, approvals, triggers, and observability, enabling developers to build and deploy agents in production with ease.

• Free

Prefactor is an enterprise-grade AI agent control plane that provides governance, visibility, and security for deploying AI agents at scale in regulated industries.

• Freemium
• From 50$

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$

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$

Blaxel is a serverless computing platform providing infrastructure and tools for AI builders to develop, deploy, and scale AI agents efficiently, featuring a unified AI gateway and embedded observability.

• Freemium
• From 249$

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

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$

Mastra is a TypeScript agent framework designed for developers to prototype and productionize AI features and intelligent agents using a modern JavaScript stack.

• Contact for Pricing