Open Source Alternatives to New Relic AI Monitoring

An AI observability platform that provides full stack visibility, performance insights, and cost control for AI powered applications. It enables users to monitor the entire AI stack, including applications, infrastructure, and the AI layer, with specific support for Model Context Protocol (MCP) request lifecycles. The software tracks LLM metrics such as response time, quality, and token usage while identifying issues like bias, hallucination, and toxicity. It is designed for engineers and organizations to optimize agentic workflows and compare different models for speed and accuracy. The platform integrates with models like OpenAI, vector databases like Pinecone, and frameworks like LangChain to ensure application reliability.

Whether you want to cut software costs or escape vendor lock-in, these open source alternatives to New Relic AI Monitoring give you an option you fully own. You can self-host them, so your data stays on infrastructure you control. This page lists 1 open source alternative to New Relic AI Monitoring. The most popular is OpenLLMetry. It uses the Apache-2.0 license.