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3 self-hosted WhyLabs alternatives

AI observability platform for monitoring machine learning models and LLM applications in production. Tracks data quality, model performance, concept drift, anomalies and safety-related signals, providing detection, alerting and diagnostic context for troubleshooting.

Alternatives to WhyLabs

Langfuse is an open-source LLM engineering platform for tracing, metrics, evaluations, datasets, and prompt management to debug and improve AI applications.

Langfuse screenshot

33.8k stars3.6k forkslast commit Actively maintained

Opik is an open-source platform to trace, evaluate, and monitor LLM apps, RAG pipelines, and agent workflows with automated evaluations and production dashboards.

Opik screenshot

21.6k stars1.7k forksApache-2.0last commit Actively maintained

Agenta is an open-source LLMOps platform with a prompt playground, prompt/version management, LLM evaluation, and production observability for LLM apps.

Agenta screenshot

4.6k stars641 forkslast commit Actively maintained

What replacing WhyLabs actually involves

Every option on this page is open source and free to run on your own hardware, so you own the data and there is no subscription to cancel. 3 of 3 shipped a commit in the last six months. Licences in this list: Apache-2.0. In exchange you take on hosting, backups and updates yourself.

Browse everything in MLOps & Experiment Tracking.

Other tools people replace alongside WhyLabs