The outcome numbers tell the real story. Looking only at compute cost misses the story. Blackwell may appear ~2× more expensive than Hopper. FLOPS/$ suggests ~2× improvement. But the real outcome is dramatically different for NVIDIA Blackwell: >50× higher token output

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