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Open-source world model stacks: what you can actually inspect.

Use Tencent Hunyuan, Robbyant, Oasis, and NVIDIA Cosmos when the job is code, weights, papers, or evaluation, not a consumer editor.

Open-source world model stacks: what you can actually inspect. guide cover

Takeaways

  • Open means a repository, model card, or paper you can check, not a free creator app.
  • HY-World is generated and reconstructed 3D. LingBot is a multi-repo embodied stack. Cosmos is physical-AI infrastructure. Oasis is a demo with code links.
  • Runtime, GPU, and variant names are part of the claim. Do not copy FPS or engine-ready language from a README headline.

Ant Group

Robbyant is four repos with four jobs.

LingBot-World for interactive simulation. LingBot-Map for streaming reconstruction. LingBot-VA for video-action robot control. LingBot-VLA for instruction-following manipulation.

The Robbyant GitHub organization is the index. A single clone is not the whole stack, and a mobile-app report is not local inference.

FAQ

Is an open stack a Marble alternative?

Only for readers who need inspectable code and weights. It is not an alternative if the job is a hosted editor, account workflow, or shareable world product.

Decision tables

Use a comparison when two lanes are still competing.

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