Open Source Observability AI Agents (2026)
Use this page to compare 8+ open source observability AI agents where auditability, self-hosting, or customization matters. Compare the top listings by category fit, pricing model, access, popularity signals, and detailed product pages.
8 listings found
Confident AI
The DeepEval LLM Evaluation Platform
Helicone AI
The all-in-one platform to monitor, debug and improve production-ready LLM applications.
Langfuse
LLM engineering platform for observability and metrics
AgentOps
Leading AI Agent Observability Company
Portkey
Control Panel for AI Apps
Weave
Lightweight toolkit for tracking and evaluating LLM applications
llm scout
LLM Scout tracks your brand across ChatGPT, Claude, Perplexity and Google AI Overviews
Edwin AI
Your AI Agent for Faster, Smarter ITOps
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