Agenta vs. Opik 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 Confidently evaluate, test, and ship LLM applications with a suite of observability tools to calibrate language model outputs across your dev and production lifecycle. Log traces and spans, define and compute evaluation metrics, score LLM outputs, compare performance across app versions, and more. Record, sort, search, and understand each step your LLM app takes to generate a response. Manually annotate, view, and compare LLM responses in a user-friendly table. Log traces during development and in production. Run experiments with different prompts and evaluate against a test set. Choose and run pre-configured evaluation metrics or define your own with our convenient SDK library. Consult built-in LLM judges for complex issues like hallucination detection, factuality, and moderation. Establish reliable performance baselines with Opik's LLM unit tests, built on PyTest. Build comprehensive test suites to evaluate your entire LLM pipeline on every deployment.
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 Supported Mac Supported Linux 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 Developers looking for a solution to evaluate, test, and monitor their LLM applications
Support Phone Support Not Supported 24/7 Live Support Supported Online Supported	Support Phone Support 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 $39 per month 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 5.0 / 5 features 5.0 / 5 design 4.0 / 5 support 5.0 / 5 Read all reviews
	Pros & Cons from Real Users Pros My team has switched to Opik from Arize about 4 months ago. We have evaluated Arize, Langfuse, Opik and Langsmith. Overall Opik was the best platform. Phoenix OSS doesn't have half the features, Langsmith is nice but super expensive and not OSS and Langfuse is brittle and has tons of performance issues. We found one bug on Opik, opened a PR on the GH repo and it was fixed and merged in less than 5 hours. Cons Personally I think they can make the UI a bit prettier.
Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported	Training Documentation Supported Webinars Supported Live Online Supported In Person Supported
Company Information Agenta Founded: 2023 Germany agenta.ai/	Company Information Comet Founded: 2017 United States www.comet.com/site/products/opik/
Alternatives HoneyHive	Alternatives Maxim
Parea	DeepEval Confident AI
Weavel	Respan
Pezzo	Selene 1 atla
PromptHub View All	Scorable View All
Categories Prompt Engineering Supported Prompt Management Supported	Categories LLM Evaluation Supported

Integrations Hugging Face Supported LangChain Supported OpenAI Supported Azure OpenAI Service Not Supported Claude Not Supported Cohere Supported DeepEval Not Supported Falcon AI Supported Flowise Not Supported Kong AI Gateway Not Supported LiteLLM Not Supported Llama Supported Llama 2 Supported Llama 3 Supported Llama 3.3 Supported LlamaIndex Not Supported OpenAI o1 Not Supported Predibase Not Supported Python Supported Ragas Not Supported Show More Integrations View All 12 Integrations	Integrations Hugging Face Supported LangChain Supported OpenAI Supported Azure OpenAI Service Supported Claude Supported Cohere Not Supported DeepEval Supported Falcon AI Not Supported Flowise Supported Kong AI Gateway Supported LiteLLM Supported Llama Not Supported Llama 2 Not Supported Llama 3 Not Supported Llama 3.3 Not Supported LlamaIndex Supported OpenAI o1 Supported Predibase Supported Python Not Supported Ragas Supported Show More Integrations View All 15 Integrations
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