The RealChart2Code benchmark reveals that leading AI models lose nearly 50% of their performance when processing complex visualizations. Even top proprietary systems fail as chart complexity increases. This gap exposes a critical weakness in multimodal reasoning. Developers must now prioritize spatial accuracy over general pattern recognition to improve reliable data extraction.