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The platform also features SEAL Showdown which leverages AI to analyze millions of real conversations and human preferences from diverse global users offering demographically segmented insights Researchers enterprises and developers use Scale SEAL Leaderboards to make informed decisions about which AI models best suit their specific needs with the confidence that these evaluations are tamperproof comprehensive and reflect genuine performance rather than artificially optimized benchmark results.