Agenta vs. Langfuse Comparison


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About Agenta is an open-source LLMOps platform designed to help teams build reliable AI applications with integrated prompt management, evaluation workflows, and system observability. It centralizes all prompts, experiments, traces, and evaluations into one structured hub, eliminating scattered workflows across Slack, spreadsheets, and emails. With Agenta, teams can iterate on prompts collaboratively, compare models side-by-side, and maintain full version history for every change. Its evaluation tools replace guesswork with automated testing, LLM-as-a-judge, human annotation, and intermediate-step analysis. Observability features allow developers to trace failures, annotate logs, convert traces into tests, and monitor performance regressions in real time. Agenta helps AI teams transition from siloed experimentation to a unified, efficient LLMOps workflow for shipping more reliable agents and AI products.	About Langfuse is an open source LLM engineering platform to help teams collaboratively debug, analyze and iterate on their LLM Applications. Observability: Instrument your app and start ingesting traces to Langfuse Langfuse UI: Inspect and debug complex logs and user sessions Prompts: Manage, version and deploy prompts from within Langfuse Analytics: Track metrics (LLM cost, latency, quality) and gain insights from dashboards & data exports Evals: Collect and calculate scores for your LLM completions Experiments: Track and test app behavior before deploying a new version Why Langfuse? - Open source - Model and framework agnostic - Built for production - Incrementally adoptable - start with a single LLM call or integration, then expand to full tracing of complex chains/agents - Use GET API to build downstream use cases and export data
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Agenta is ideal for AI teams, product managers, and developers who need a unified LLMOps platform for prompt management, evaluation, collaboration, and end-to-end observability	Audience Software Engineers, AI Engineers, Data Scientists, Product Managers
Support Phone Support Not Supported 24/7 Live Support Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Supported Online Supported
API Offers API Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Supported Free Trial Not Supported	Pricing $29/month Generous free tier and Pro Plans starting at USD 29/month. Langfuse is open source so you will always be able to host the software yourself at no cost. Free Version Supported Free Trial Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 5.0 / 5 ease 4.0 / 5 features 5.0 / 5 design 4.0 / 5 support 5.0 / 5 Read all reviews
	Pros & Cons from Real Users Pros I like that this is exclusively designed for LLMs only, so it takes a lot of clutter out of having to deal with features to do with rest of the models. Scores are very comprehensive including the ones related to query/response, ability to find rag relevance, cost related metrics which other tools typically do not offer and comprehensive trace function. Cons There wasn't much but if I have to highlight something here, self hosting was difficult. And the main dashboard can have drill downs to take it to relevant sections in traces/generations etc
Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Agenta Founded: 2023 Germany agenta.ai/	Company Information Langfuse Founded: 2023 Germany langfuse.com
Alternatives HoneyHive	Alternatives AgentOps
Parea	Arize AI
Weavel	Athina AI
Pezzo	Orq.ai
PromptHub View All	Maxim View All
Categories Prompt Engineering Supported Prompt Management Supported	Categories AI Agent Observability Supported AI Observability Supported LLM Evaluation Supported Observability Supported Prompt Management Supported

Integrations Hugging Face Supported LangChain Supported OpenAI Supported Claude Not Supported Cohere Supported Dograh Not Supported Falcon AI Supported Flowise Not Supported Lamatic.ai Not Supported LiteLLM Not Supported Llama Supported Llama 3 Supported Llama 3.1 Supported Llama 3.2 Supported Llama 3.3 Supported LlamaIndex Not Supported Mirascope Not Supported Netguru Omega Not Supported TierZero Not Supported Workers by Delos Not Supported Show More Integrations View All 12 Integrations	Integrations Hugging Face Supported LangChain Supported OpenAI Supported Claude Supported Cohere Not Supported Dograh Supported Falcon AI Not Supported Flowise Supported Lamatic.ai Supported LiteLLM Supported Llama Not Supported Llama 3 Not Supported Llama 3.1 Not Supported Llama 3.2 Not Supported Llama 3.3 Not Supported LlamaIndex Supported Mirascope Supported Netguru Omega Supported TierZero Supported Workers by Delos Supported Show More Integrations View All 15 Integrations
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