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Model economics are shifting from token price to cost per completed task. Cheaper models can still lose when they require more tokens, retries, or weaker output quality.

Impact: Buyers should benchmark representative workflows before selecting vendors. This protects budgets and aligns model choice with business outcomes.

— from AI Deputization Audit For Enterprise Productivity · The AI Daily Brief (Formerly The AI Breakdown): Artificial Intelligence News and Analysis· Aug 14, 2026