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techMEDIUM2026-04-20 11:18 UTC

The $12 Cost Tracking Bug That Inverted My Score/$ Comparison

This is Part 7 of the "Building Kepion" series — an AI platform that deploys companies from a text description using 31 specialized agents. Start from Part 1. Last week I ran my first real cost benchmark across all 4 model tiers. The results looked great — too great. MiniMax M2.7 appeared to outperf

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