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LLM observability

Trace, evaluate and monitor LLM applications.

Side by side

LLM observability
ToolStarsLicenceTermsSelf-hostedLanguageLatestLast push
Langfuse35kOtherOpen coreYesTypeScriptv4.53.02026-10-06
Opik22kApache-2.0Open sourceYesPython2.2.922026-10-06
Arize Phoenix12kOtherSource availableYesPythonarize-phoenix-v20.19.02026-10-06
Evidently8kApache-2.0Open sourceYesJupyter Notebookv0.7.232026-09-29
Helicone6.2kApache-2.0Open sourceYesTypeScriptv2025.08.21-12026-09-16
LangWatch4.9kApache-2.0Open sourceYesTypeScriptlangwatch-3.20.12026-10-06
Agenta4.8kOtherOpen coreYesTypeScriptv0.122.12026-10-06
Laminar3.3kApache-2.0Open sourceYesTypeScriptv0.2.52026-10-06
OpenLIT2.8kApache-2.0Open sourceYesTypeScriptopenlit-2.1.02026-10-05

9 tools

Langfuse

🪢 Open source agent evals & observability: Trace, evaluate, and improve LLM applications with one open platform.

Language
TypeScript
Licence
Other
Stars
35k
Latest
v4.53.0
Last push
2026-10-06
Opik

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

Language
Python
Licence
Apache-2.0
Stars
22k
Latest
2.2.92
Last push
2026-10-06
Evidently

Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

Language
Jupyter Notebook
Licence
Apache-2.0
Stars
8k
Latest
v0.7.23
Last push
2026-09-29
LangWatch

Open-Source Agent Observability & Evals for AI Platform teams. Trace, test, route and govern every agent & coding assistant in the company.

Language
TypeScript
Licence
Apache-2.0
Stars
4.9k
Latest
langwatch-3.20.1
Last push
2026-10-06
Agenta

Agenta is a workspace where you and your team build agents and automations.

Language
TypeScript
Licence
Other
Stars
4.8k
Latest
v0.122.1
Last push
2026-10-06
OpenLIT

OpenLIT is the open-source agent harness engineering platform: trace, evaluate, guard, and improve everything around the model in your AI agents, on OTEL.

Language
TypeScript
Licence
Apache-2.0
Stars
2.8k
Latest
openlit-2.1.0
Last push
2026-10-05

What these tools replace