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NVIDIA's Orchestrator-8B scored 37.1% on the Humanity's Last Exam benchmark, beating GPT-5's 35.1% while running 2.5× more efficiently. Built on Qwen3-8B and trained with NVIDIA's ToolScale system, the model represents a shift toward cost-aware AI routing.
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