📊 Best AI Agent Monitoring Tools

Monitor, trace, and debug AI agent behavior in production. LLM observability platforms, cost tracking, and performance analytics.

11
tools in this category
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Langfuse
Open-source LLM observability platform for tracing, evaluating, and debugging AI applications.
AI Monitoring & Observability freemium
Helicone
LLM proxy and observability platform for monitoring costs, latency, and quality.
AI Monitoring & Observability freemium
Weights & Biases
ML experiment tracking, model versioning, and dataset management platform.
AI Monitoring & Observability freemium
Portkey
AI gateway with unified API, observability, guardrails, and reliability features.
AI Monitoring & Observability freemium
Arize AI
ML observability platform for monitoring model performance, detecting drift, and debugging AI systems.
AI Monitoring & Observability freemium
Braintrust
Enterprise AI evaluation platform for testing, scoring, and improving LLM application quality.
AI Monitoring & Observability freemium
LangSmith
LangChain's platform for debugging, testing, evaluating, and monitoring LLM applications.
AI Monitoring & Observability freemium
Opik
Open-source LLM evaluation and tracing platform by Comet for monitoring AI applications.
AI Monitoring & Observability open-source
Comet ML
ML experiment tracking and model production monitoring platform with LLM evaluation capabilities.
AI Monitoring & Observability freemium
Patronus AI
AI evaluation and guardrails platform for detecting hallucinations, toxicity, and compliance violations in LLM outputs.
AI Monitoring & Observability paid
Galileo AI
AI evaluation and observability platform for finding and fixing LLM hallucinations and quality issues.
AI Monitoring & Observability freemium

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