Dev.to
8/4/2026
The original headline is: "Why Enterprise AI Token Costs Are Exploding in 2026—and How to Cut Them by 60%"
Original: Your AI Assistant is Eating Money You Can't See. Here's the Math
Short summary
A detailed breakdown of why enterprise AI token costs are exploding despite per-token price drops, with concrete pricing tables for GPT-4o, Claude Sonnet 4, and GPT-5.2. Code-heavy workflows consume 1.5-2.5x more tokens than prose, and copy-pasting code into conversations compounds costs. The article offers 9 specific habits to cut token waste by 60%+ and highlights tools like Kiro that manage context automatically.
- •Enterprise AI spend grew 483% YoY; per-token costs fell 1000x but consumption overwhelmed savings
- •Code is 1.5-2.5x more token-dense than prose; output tokens cost 2-5x more than input
- •9 actionable habits can reduce token waste by 60%+; tools like Kiro automate context management
Generated with AI, which can make mistakes.
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