The plausible upside is driven by capacity unlocking (more billable GPUs/MW), better
utilization via reserved commitments, and mix-shift from raw instances toward
managed inference and sovereignty/compliance bundles that support pricing resilience. The main limiter is that Nebius must fund multi-year buildouts while proving that scale improves delivered cost per GPU-hour faster than industry pricing compresses.