Anthony Colosimo

Can We Afford The Perfect Prompt? Balancing Cost and Accuracy with the Economical Prompting Index

As prompt engineering research rapidly evolves, evaluations beyond accuracy are crucial for developing cost-effective techniques. We present the Economical Prompting Index (EPI), a novel metric that combines accuracy scores with token consumption, adjusted by a user-specified cost concern level to r…