Open Source Alternatives to LangSmith

An AI development platform that provides observability, evaluation, and deployment tools for building, testing, and managing AI agents across frameworks with integrated tracing, monitoring, and usage analytics to accelerate iteration.

Whether you want to cut software costs or escape vendor lock-in, these open source alternatives to LangSmith give you an option you fully own. You can self-host them, so your data stays on infrastructure you control. This page lists 9 open source alternatives to LangSmith. The most popular are Langfuse, Opik and Arize Phoenix. Most use the Apache-2.0 or MIT license, and 8 offer an official Docker image.

Langfuse

AI Agent Platforms

Track LLM calls, manage prompts, and run evaluations to debug and monitor large language model applications.

32k StarsWeb App / Server

Opik

AI Agent Platforms

An observability and evaluation platform for monitoring, testing, and optimizing generative AI and agentic systems.

21k StarsWeb App / Server

Arize Phoenix

Performance Monitoring (APM)

Trace, evaluate, and optimize LLM applications with an observability platform featuring prompt management and dataset versioning.

11k StarsWeb App / Server

OpenLLMetry

Performance Monitoring (APM)

Provides observability for LLM applications by using OpenTelemetry to monitor performance and track AI model interactions.

7.3k StarsWeb App / Server

Helicone

AI Gateways

Log, monitor, and debug large language model applications with a unified gateway for AI model routing.

6k StarsWeb App / Server

Latitude

AI Agent Platforms

Monitors AI agents in production by clustering failures into issues and generating evaluations from real traces.

4.5k StarsWeb App / Server

Agenta

LLM Application Frameworks

An LLMOps platform for prompt management, evaluation, and observability to help teams build reliable AI applications.

4.3k StarsWeb App / Server

Laminar

AI Agent Platforms

Collect and analyze trace data to monitor and evaluate the performance of AI agents and LLM applications.

3.1k StarsWeb App / Server

OpenLIT

AI Integration Platforms

Provides observability, distributed tracing, and prompt management for generative AI and large language model applications.

2.6k StarsWeb App / Server
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