Best Self-hosted MLOps & Experiment Tracking tools in 2026
4 self-hosted open source alternatives in this category
See also:
AI Interfaces (Chatbots, Agents, RAG Apps)AI Security, Safety & GovernanceData Labeling & AnnotationGenAI & LLM PlatformsModel Serving & InferenceTraining & Fine-tuning ToolingVector Databases & Embeddings4 services found
Langfuse
Open-source platform for LLM observability, evals, and prompt management
Langfuse is an open-source LLM engineering platform for tracing, metrics, evaluations, datasets, and prompt management to debug and improve AI applications.
Opik
LLM observability and evaluation platform for traces, tests, and dashboards
Opik is an open-source platform to trace, evaluate, and monitor LLM apps, RAG pipelines, and agent workflows with automated evaluations and production dashboards.
Agenta
Open-source LLMOps platform for prompts, evals, and observability
Agenta is an open-source LLMOps platform with a prompt playground, prompt/version management, LLM evaluation, and production observability for LLM apps.
BirdNET-Analyzer
Machine-learning tool for analyzing bird vocalizations in audio
Open-source BirdNET toolkit to batch-process audio recordings and identify bird species from their vocalizations using machine learning models.