Cluster, Route, Escalate: Cascaded Framework for Cost-Aware LLM Serving

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Benchmark	Model	Rank	Results
mathematical-reasoning-on-aime24	Stage 1+2 (λ=0.06, QE on C1)	#16	Acc: 88.4