LLM Arena

LLM Arena by KCORES

LLM Arena is a benchmarking platform developed by the KCORES team to evaluate large language models (LLMs) in realistic programming scenarios.

Key Features:

• Real-world Programming Tests: Unlike traditional tests that are multiple-choice, LLM Arena focuses on real-world programming tasks.
• Human Scoring and Benchmarking: The testing process employs manual scoring and benchmarking, ensuring a more accurate assessment of model performance.
• Diverse Topics: The evaluation covers a wide array of programming topics, including Python, JavaScript, HTML, CSS, and more with multiple sub-tests (66 tests).
• Open Source Contribution: Encourages community contributions and code sharing to enhance the project.

Benefits:

• Improved Evaluation Accuracy: Designed to mitigate optimization based on test patterns found in conventional assessments.
• Comprehensive Performance Insights: Provides detailed insights into LLM performance across several programming environments and challenges.
• Community-Driven Development: Open-source nature invites participation and improvement from the tech community.

Highlights:

• Current best-performing models highlighted in the project, including rankings based on test performance.