Annual Raw Capture
350,400
fleet demonstration hours
Curated Clean Dataset
273,312
verified trajectory hours
Blended Cost / Curated Hr
$62.48
includes compute & QA
Multimodal Tokens
14.76 B
effective training tokens
Data Asset Multiple
14.8x
vs Series A book capital
Projected Valuation
$1.20B
Series B benchmark tier
Trajectory Yield Waterfall & Unit Cost Scaling
Key Valuation Insight: Robot data platforms like XDOF command high multiples ($1.2B) because high-DoF curated trajectories with synchronized tactile and proprioception have an extremely steep barrier to entry compared to pure internet text/image datasets.