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Add Keygate capability-speed-price frontier report to §6 - #70

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Add Keygate capability-speed-price frontier report to §6#70
kygate-ai wants to merge 1 commit into
benchflow-ai:mainfrom
keygate-ai:agent/add-keygate-frontier-report

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Adds one data report to §6 · Benchmark vs. eval.

Entry: 哪些文本模型没有被全面超过?能力、速度与 API 价格三维数据报告 — Keygate · data report (Chinese)

Why it belongs: The report applies a disclosed July 2026 screening rule: 590 raw records narrow to 260 active text models, then to 70 complete, non-estimated candidates using one 7:2:1 API price formula. A three-objective non-dominance check leaves 16 candidates. It is a concrete demonstration of how one aggregate ranking can hide capability–speed–price trade-offs, and it states exclusions and limits rather than declaring an overall winner.

  • Canonical public report reviewed
  • One README entry in the recent block of §6
  • URL and annotation follow CONTRIBUTING.md
  • Caveat: the report publishes the screening rules and all 16 frontier rows, but not a separate frozen download of all 70 input rows
  • Disclosure: I maintain Keygate

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