Mar 21, 2026 AI coding agent token consumption AI code assistant cost input vs output tokensYour AI Coding Agent Reads 166 Tokens for Every 1 It Writes. Here's Why That's a Problem.For every 1 token your AI writes, it reads 166. That 165:1 ratio explains why AI coding is expensive, slow, and hitting limits constantly. Here's the data.
Mar 12, 2026 Claude Code token usage AI coding cost token wasteI Tracked 100 Million Tokens of Claude Code Usage. 99.4% Were Wasted on Reading.A developer tracked every token Claude Code consumed for a month. The result: 99.4% were input tokens. For every 1 token written, 166 were consumed reading. Here's what that means for your bill.
