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Nvidia's Nemotron 3 Ultra is now the most capable open-source AI model from the US according to Artificial Analysis benchmarks, though Chinese models still lead overall. This marks a significant shift in the open-model competitive landscape and affects vendor lock-in dynamics for enterprises deploying AI infrastructure.