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Open Source Humanloop Alternatives

A curated collection of the 7 best open source alternatives to Humanloop.

The best open source alternative to Humanloop is Dify. If that does not suit you, we have compiled a ranked list of other open source Humanloop alternatives to help you find a suitable replacement.

Humanloop alternatives are mainly AI Agent Platforms. Browse these if you want a narrower list of alternatives or are looking for a specific functionality of Humanloop.

Written by OpenAlternative Last updated: June 2, 2026
#1

Dify

Platform for building production-ready AI agents, agentic workflows, and RAG pipelines with a visual interface, LLM integrations, and observability to

Platform for building production-ready AI agents, agentic workflows, and R...

#2

Multica

Open-source platform for assigning tasks to AI agents, tracking progress in real-time, and building reusable skills that compound across your team.

Open-source platform for assigning tasks to AI agents, tracking progress i...

#3

Agno

Open-source platform that enables developers to create, deploy and monitor AI agents with built-in memory, knowledge integration, and external tool co

Open-source platform that enables developers to create, deploy and monitor...

#4

Langfuse

Langfuse provides tracing, evaluations, prompt management, and analytics to debug and improve LLM applications.

Langfuse provides tracing, evaluations, prompt management, and analytics t...

#5

Arize Phoenix

Open-source platform for LLM tracing, evaluation, and optimization. Features automatic instrumentation, prompt playground, and real-time AI applicatio

Open-source platform for LLM tracing, evaluation, and optimization. Featur...

#6

Agenta

Open-source LLMOps platform providing prompt management, evaluation, and observability tools for building robust AI applications with team collaborati

Open-source LLMOps platform providing prompt management, evaluation, and o...

#7

OpenLIT

Open-source observability platform for GenAI and LLM applications. Real-time monitoring, distributed tracing, prompt management, and AI model evaluati

Open-source observability platform for GenAI and LLM applications. Real-ti...