Eleven pages: the findings, what vendors claim on the record, what independent practitioners keep finding, the five questions to ask any vendor, and every source cited.
PointFive research ยท summary and industry perspective
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The short version of Token Reduction Is Not Cost Reduction, plus the market context the paper leaves out.
The research paper itself is free with no form at arxiv.org/abs/2607.12161.