Nebius Opens 2026 Physical AI Awards with USD 150K...

Nebius opened applications for its 2026 Physical AI Awards, offering five $150,000 compute credit prizes to startups building robots, autonomous vehicles, and other hardware that runs on AI. The program, run jointly with NVIDIA, targets companies past the demo stage: ones with a working product, real customers, and fleet data piling up faster than their teams can process it. Applications close October 25, 2026, with finalists and winners named in mid-November.

The timing matters for a specific reason. Physical AI companies hit a different kind of bottleneck than software startups. Once a product ships to hardware, retraining cycles need validation before deployment, and the sim-to-real loop stops being an academic exercise and turns into something closer to a release pipeline. That is the operational stage Nebius says this competition is built to support, rather than early-stage research projects still working out basic feasibility.

There is no entry fee and no sponsored categories, according to Nebius. Five winners will be selected globally, each walking away with compute credits, mentorship from Nebius executives, and joint promotion across both companies' channels. What that $150,000 actually buys in GPU hours depends on Nebius's published on-demand pricing.