2026年Top 14 LLM监控开源工具 ▪️ Langfuse ▪️ Opik ▪️ Overmind ▪️ MLflow ▪️ LangWatch ▪️ AgentOps ▪️ Helicone ▪️ OpenLIT ▪️ OpenLLMetry ▪️ Evidently ▪️ Weave ▪️ OpenTelemetry Collector ▪️ Grafana OSS stack ▪️ Laminar 收藏这份清单，随时备用！ 这里还有一份实用指南，详解所有这些可观测性工具——各自的功能以及最适合的场景 → https://www.turingpost.com/p/llm-observability
Top 14 open-source tools for LLM monitoring in 2026
▪️ Langfuse
▪️ Opik
▪️ Overmind
▪️ MLflow
▪️ LangWatch
▪️ AgentOps
▪️ Helicone
▪️ OpenLIT
▪️ OpenLLMetry
▪️ Evidently
▪️ Weave
▪️ OpenTelemetry Collector
▪️ Grafana OSS stack
▪️ Laminar
Bookmark the list to keep it handy!
Here is also a practical guide explaining all these observability tools - what each one does, and where it best fits → https://www.turingpost.com/p/llm-observability
来源：Turing Post (Ksenia Se) · x.com