Lightwheel’s RoboFinals is an industrial‑grade simulation evaluation platform designed to benchmark frontier‑scale robotics foundation models with scientific rigor. Built for teams developing advanced VLA and generalist humanoid systems, RoboFinals provides the challenging and scalable evaluation environment that modern robotics models require.

At the core of the platform is RoboFinals‑100, a 100‑task benchmark constructed using Lightwheel’s SimReady Asset ecosystem. These tasks span household, industrial, and retail domains, covering rigid, articulated, and deformable object interactions that reflect real‑world complexity. Unified success criteria and cross‑robot evaluation ensure fair, comparable performance measurement across tabletop arms, mobile manipulators, and full humanoid loco‑manipulation systems.

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RoboFinals is built on NVIDIA Isaac Lab – Arena, enabling massive, deterministic batch evaluation with automated logging, analytics, and multi‑physics‑engine support. Teams can run evaluations in the cloud for rapid iteration or deploy fully on‑premise for maximum control and security.

With integrated Real2Sim calibration and an upcoming real‑world validation benchmark, RoboFinals establishes a new industry standard for measuring true capability, robustness, and sim‑to‑real transfer in frontier robotics models.