LLM BiasScope: A Real-Time Bias Analysis Platform for Comparative LLM Evaluation

Researchers have launched LLM BiasScope, an open-source web application that enables real-time bias analysis and side-by-side comparison of outputs from major language models including Google Gemini, DeepSeek, and Meta Llama. The platform uses a two-stage bias detection pipeline and provides interactive visualizations to help researchers and practitioners evaluate bias patterns across different AI models.

• →LLM BiasScope provides side-by-side comparison of multiple LLM providers with real-time bias analysis capabilities.
• →The platform supports major AI models including Google Gemini, DeepSeek, MiniMax, Mistral, and Meta Llama.
• →The system uses a two-stage pipeline for bias detection: sentence-level detection followed by bias type classification.
• →The open-source tool offers interactive visualizations, export features, and synchronized streaming responses for comprehensive bias evaluation.
• →Built on Next.js with Hugging Face integration, the platform aims to help researchers understand and detect bias patterns in LLM outputs.