The verdict
Skild Brain appears in 1 AI-ranked category.
Positioning brief — for the Skild Brain team
Why the models put Skild Brain at #9 for robotics foundation model
- Runs across diverse robot morphologies GPT · Gemini“spanning humanoids, quadrupeds, mobile manipulators, and industrial arms”
- Credible universal commercial model GPT · Gemini“A credible commercial omni-bodied foundation model”
- Robust physical recovery and fast control GPT · Gemini“robust physical recovery capabilities”
What the models credit Gemini Robotics 1.5 (#1) with — and don’t credit Skild Brain
- Long-horizon reasoning and multi-step planning GPT · Claude · Grok“agentic multi-step planning”
- Semantic, visual, action, and task generalization GPT“semantic, visual, action, and task generalization”
- Cross-embodiment transfer and on-device variant GPT · Claude“cross-embodiment transfer, and an on-device variant”
What would move the rank — the models’ fix lines, unified
- Open access for developer autonomy GPT · Gemini“Closed-source and restricted to proprietary API integration”
- Provide reproducible evaluation GPT“sparse reproducible evaluation”
- Enable offline customization Gemini“limits developer autonomy and offline customization”
Restructured from verbatim model output · nothing invented · every quote machine-verified
A credible commercial omni-bodied foundation model spanning humanoids, quadrupeds, mobile manipulators, and industrial arms, with real deployment partnerships and a useful hierarchy combining high-level behavior with fast low-level control
Gemini Universal commercial model designed to run across diverse morphologies (wheels, arms, quadrupeds) with robust physical recovery capabilities.
Where Skild Brain falls short, per the models
- GPT Closed, engagement-based access and sparse reproducible evaluation make capability and cost difficult for independent practitioners to verify
- Gemini Closed-source and restricted to proprietary API integration, which limits developer autonomy and offline customization.
Top alternatives per the models: Gemini Robotics 1.5 · NVIDIA Isaac GR00T N1.7 · OpenVLA · Physical Intelligence π0
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Skild Brain ranks #9 for best robotics foundation model by AI-model consensus. Put the badge in your README, docs or site — it updates automatically as the models re-rank.
[](https://modelsagree.com/best/best-robotics-foundation-model?utm_source=badge&utm_medium=embed&utm_campaign=badge-skild-brain)<a href="https://modelsagree.com/best/best-robotics-foundation-model?utm_source=badge&utm_medium=embed&utm_campaign=badge-skild-brain"><img src="https://modelsagree.com/badge/skild-brain.svg" alt="Skild Brain — ranked #9 for Best robotics foundation model by AI models on ModelsAgree" height="28"></a>Rankings are computed from what the models answer, re-polled on demand · raw reasoning shown verbatim · methodology