aiqbench analysis

This study identifies 24 specific computational problems where quantum computers could theoretically outperform classical methods, but it crucially highlights that practical speedups depend on overcoming significant overheads in data preparation, error correction, and result reading. The research warns that theoretical algorithmic advantages do not automatically translate to faster real-world solutions without addressing these operational constraints across fields like chemistry and optimization.