LMArena

What's LMArena?

LMArena is an open source platform focused on the evaluation and comparison of large-scale language models (LLMs), founded by researchers at SkyLab at UC Berkeley. It promotes the advancement of AI technology by evaluating AI models through user preferences and constructing public leaderboards. Users can interact with different AI models on the platform, compare the quality of their responses, vote for the better model, and generate a leaderboard based on the Elo rating system.LMArena's core functions include AI model comparison, community-driven benchmarking, promoting AI research, education and demonstration, and providing feedback to model developers. Multiple usage modes are supported, such as Arena mode (where users ask two models questions and vote for the best response) and Direct Chat mode (where users talk to a single model).

Features of LMArena

• User Interaction and Polling: Users can interact with multiple AI models in real time, asking questions and comparing model responses to vote for the better model, generating a leaderboard based on user preferences.
• Multi-model comparison test: Support users to compare and test with two models at the same time, and visualize the performance difference between different models.
• Open and transparent rankings: Based on user voting and the Elo rating system, it generates an open and transparent AI model ranking, reflecting the real performance of the models.
• Community-driven assessment: Gather a large amount of real feedback through extensive global user participation to provide a comprehensive evaluation benchmark for AI models.
• Developer feedback mechanisms: Provide AI developers with user feedback and interaction data to help them optimize model performance.
• Education and Research Support: To provide a platform for students, researchers and developers to learn and study AI models, and to promote knowledge sharing and technology exchange.

LMArena's core strengths

• User-driven evaluation: Evaluate model performance through real users' voting and feedback to ensure that the evaluation results are closer to the actual application requirements.
• open and transparent: The rankings are generated based on user votes and the Elo rating system, which is open, transparent and trustworthy.
• High level of community involvement: Extensive global user participation, rich and diverse data, and more representative assessment results.
• AI Model Comparison and Evaluation: Users can interact with multiple AI models and evaluate model performance by asking questions and comparing their answers.
• Community-driven benchmarking: Construct a model leaderboard based on user preferences through voting and feedback from a large number of users, reflecting the performance of the model in real scenarios.
• Model Development Feedback: AI developers can get feedback from users' polling and interaction data to further optimize and improve the model.

What is LMArena's official website

• Official website address:: https://lmarena.ai/

People for whom LMArena is intended

• AI developer: Optimize the product through user feedback and model comparison.
• research worker: Utilize platform data for academic research and technical analysis.
• schoolchildren: Learn about AI and understand the characteristics of different models.
• Corporate decision makers: Evaluate AI models and choose the right solution for your business.
• technology enthusiast: Experiencing and comparing various AI models and exploring technology boundaries.