Collected third-party figures are not independent tests. A source link and collection date do not establish reproducibility. Exact model version, dataset and test settings may be missing. No independent verification date is supplied.
Published Humanity’s Last Exam leaderboard evidence.
"Slightly cheaper and tuned version of V3.2, offering marginally better value"
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