Beyond intuitive evaluation: the AI jury selects the right LLM for you.
JuryArena is an open-source evaluation tool for comparing multiple LLMs in an arena format using your actual production prompts. You can relatively compare model response quality in a way close to real-world tasks, without defining ground truth or scoring rubrics in advance. It supports LLM-as-a-Judge evaluation, arena format with live ranking, using your production prompts (JSONL or ZIP), multi-judge consensus, Elo & Glicko-2 rating systems, full trace review, and file attachment support for RAG and document QA tasks.
For solopreneur content creators, JuryArena enables objective comparison of LLMs for blog post generation. Example: A solopreneur can pit GPT-4o against Claude 3 Opus using their actual blog prompts to see which consistently produces more engaging and SEO-friendly drafts, updating their ranking after each match.
For startup customer support leads, JuryArena facilitates the selection of the best LLM for handling customer inquiries. Example: A startup can use JuryArena to compare models like Gemini Flash and Llama 3 on real customer support tickets, with an AI jury determining which model provides more accurate and empathetic responses, leading to a clear winner for deployment.
For software developers, JuryArena allows for side-by-side evaluation of LLMs on specific coding tasks. Example: A developer can upload their common code generation prompts to JuryArena and have models like GPT-4 Turbo and Claude 3 Sonnet compete, with the AI jury identifying which model generates more efficient and bug-free code snippets for their projects.
For academic researchers, JuryArena provides a method to evaluate LLMs for summarizing research papers. Example: A researcher can use JuryArena to test different LLMs on their collection of academic articles, with the AI jury selecting the model that produces the most concise and accurate summaries, saving valuable research time.
JuryArena can be installed using Docker and Docker Compose. After cloning the repository, you'll need to configure your environment variables and model settings before starting the Docker containers.
JuryArena is an open-source tool, meaning the software itself is free to use and modify under the Apache 2.0 license. You will incur costs for the LLM API calls made during evaluations.
The JuryArena software is free and open-source. Your primary costs will be associated with the API usage of the LLM models you choose to evaluate and use as judges.
Alternatives to JuryArena include OpenEuroLLM's JudgeArena, which offers flexible benchmarking with swappable judges and supports various datasets. Other options may exist depending on specific evaluation needs, such as MT-Bench or AlpacaEval.
JuryArena is primarily a web-based application accessible through a browser. There is no dedicated mobile application, but it can be accessed from mobile devices via their web browser.
As JuryArena is open-source and self-hostable, GDPR compliance is the responsibility of the user deploying the tool. The tool itself does not inherently collect or transmit personal data beyond what is necessary for LLM evaluation.
We're still verifying the official pricing for JuryArena. In the meantime, the most up-to-date plans and prices are available directly on the publisher's website.
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