The $2,900 Monthly Leak: How Most Teams Overspend on Claude API

Most production teams using Claude are losing up to 70% of their API budget to simple oversights—primarily unused prompt caching and unnecessary model overkill. This real-world audit reveals that three specific optimization patterns can slash spending by 3x without sacrificing quality, making cost awareness a critical competitive advantage as AI infrastructure budgets scale.