World Labs

Frontier world models that turn text, images and panoramas into editable 3D scenes

Intermediate
Screenshot of World Labs, Frontier world models that turn text, images and panoramas into editable 3D scenes

What is World Labs?

World Labs builds spatial intelligence models. Its Marble product generates persistent, editable 3D worlds from text, images, videos, 360 panoramas or 3D layouts, with 2D and 3D export for production pipelines.

World Labs is a spatial intelligence company whose research focuses on world models: systems that perceive, generate, reason about and interact with 3D environments rather than flat pixels. The company frames its work around three moves, turning seeing into doing, perception into reasoning, and imagination into creating. Its public-facing product is Marble, a generator of persistent 3D worlds that a person can move through, edit and inhabit. Marble accepts several kinds of input. A user can start from a text prompt, an image, a video, or a 360 panorama, and the system produces a spatially consistent, high fidelity scene. For tighter control, worlds can also be built from an existing 3D layout, so the geometry is defined first and the generated content fills it in. Once a world exists, editing tools allow specific elements to be adjusted or the whole environment reshaped. Multiple generated worlds can be expanded and combined into larger, more immersive spaces. Output is designed to leave the platform. Marble exports in a range of 2D and 3D formats, so the results can be pulled into existing art, design or production pipelines instead of being trapped in a browser tab. That positions the product less as a toy and more as a scene-authoring stage inside a broader workflow. The tool suits 3D artists, game and level designers, virtual production teams, and researchers who need explorable environments without hand-building every surface. A companion hub, Marble Labs, collects creator showcases, case studies of production workflows, tutorials and documentation for people learning the system. World Labs operates closer to a research lab than a typical SaaS vendor: it publishes papers and commentary on spatial intelligence, robotics simulation and the road to embodied AI, and it has announced that the company is joining AMD. Buyers should weigh that research-first posture, since roadmap and commercial terms may shift accordingly. Alternatives in the same space tend to be either narrower asset generators or conventional 3D engines that require manual modelling.

How do you use World Labs?

  1. 1Open Marble and start a new world
    Go to the Marble app and begin a project. This is the entry point for generating your first scene.
    World Labs — Open Marble and start a new world
  2. 2Choose your input type
    Pick text, an image, a video, a 360 panorama, or a 3D layout depending on how much control you want over the result.
  3. 3Generate and inspect the world
    Run the generation and move through the scene to check spatial consistency, fidelity and persistence before editing.
  4. 4Edit and expand the environment
    Adjust individual elements or reshape the whole world, then expand or combine scenes to build a larger environment.
  5. 5Export into your pipeline
    Download the finished world in a 2D or 3D format suited to your downstream art, design or production tools.
  6. 6Study Marble Labs material
    Work through the tutorials, documentation and creator case studies to pick up workflows that match your use case.
    World Labs — Study Marble Labs material

Pros and cons

Pros

  • Generates full explorable 3D worlds, not just single objects or still imagesAI
  • Unusually broad input support: text, images, videos, 360 panoramas and 3D layoutsAI
  • Persistent scenes can be edited in place, expanded and combined into larger environmentsAI
  • Exports in multiple 2D and 3D formats, so output can enter existing pipelinesAI
  • Marble Labs publishes case studies, tutorials and documentation for new usersAI

Cons

  • No pricing, plan tiers or usage limits are published on the homepage, so budgeting is guessworkAI
  • The company has announced it is joining AMD, which raises questions about long term product continuityAI
  • Quality and speed of generated worlds cannot be judged from the marketing page aloneAI
  • Aimed at people with 3D familiarity; beginners face a real learning curve with layouts and exportsAI
  • No API or third party integration details are listed, which limits automation plansAI

How much does World Labs cost?

Support

Marble Labs hosts tutorials, documentation and a community space alongside creator showcases and case studies. No dedicated help centre or support channels are described on the homepage.

Learn more

Features

Marble generates spatially consistent, high fidelity and persistent 3D worlds from text, images, videos or 360 panoramas. Worlds can also be built from 3D layouts for precise control, edited element by element or reshaped entirely, and expanded or combined into larger environments. Outputs download and export in various 2D and 3D formats for use in existing workflows and pipelines.

Frequently asked questions about World Labs

  • How do you use World Labs?
    The walkthrough on this page covers 6 steps: 1. Open Marble and start a new world 2. Choose your input type 3. Generate and inspect the world 4. Edit and expand the environment 5. Export into your pipeline 6. Study Marble Labs material.
  • What platforms does World Labs support?
    World Labs is available on Web App.
  • What are the limitations of World Labs?
    No pricing, plan tiers or usage limits are published on the homepage, so budgeting is guesswork. The company has announced it is joining AMD, which raises questions about long term product continuity. Quality and speed of generated worlds cannot be judged from the marketing page alone.

Status

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Added10/21/2026

Platforms

Web App

Pricing

Freemium