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70-page PDF via llama-server: 0.78x q8_0 decode at 24K context. Documents the gap between synthetic bench (0.93x) and real server workloads. Co-Authored-By: tturney@psyguard.ai Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>