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Energy and FLOPs are now derived from total_tokens on the leaderboard display using Claude Opus 4.6 constants, rather than trusting submitted DB values. This prevents gaming (e.g. TotallyNoire submitting 14B Wh from 15M tokens). Dollar savings are clamped at the theoretical max ($25/1M tokens) on both the leaderboard and frontend submission side. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>