Show HN: BioTradingArena – Benchmark for LLMs to predict biotech stock movements (www.biotradingarena.com)

A new tool called BioTradingArena has been launched, designed to benchmark large language models (LLMs) on their ability to predict stock movements in the biotech sector, specifically focusing on oncology. This interactive platform allows users to experiment with various strategies through a "Strategy Playground," where they can configure and run benchmark strategies against an oncology dataset. Users can also edit prompts, harnessing LLM capabilities to classify stock impacts based on press releases into seven categorical outcomes ranging from "very negative" to "very positive." The significance of BioTradingArena lies in its potential to advance the use of AI in financial forecasting, especially within specialized sectors like biotechnology. By providing a structured way to measure and compare the predictive accuracy of different models, it encourages the development of tailored approaches to stock prediction. The integration of a customizable API further enables developers and researchers to deploy their strategies, fostering a collaborative environment that could lead to innovative breakthroughs in both AI model performance and stock market analysis.