The Real Cost of AI Tools: Cognitive Overhead Over Benchmark Scores

This article challenges how we evaluate AI tools, arguing that benchmarks and pricing are misleading metrics. The real cost is cognitive overhead—the mental effort wasted on context-switching, re-explaining problems, and managing multiple tools. Context persistence—whether a tool remembers your project constraints and workflow—is the critical but unmeasured feature that determines long-term productivity.