01
Generate
Create new frames and videos along specified camera positions and trajectories.
World Labs Atlas:The World's First Multimodal World Model
Atlas is World Labs' next-generation omni world model. It brings camera-controlled generation, spatial reconstruction, space-time simulation, and explicit 3D output into one architecture built around a shared spatial context.
Reference images
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What is Atlas?
Generate, reconstruct, and simulate worlds
Atlas reasons about visual context, camera position, and depth together.
Official Atlas showreel by World Labs
Atlas grounds images and depth maps to camera positions, then uses that spatial context to create new views, rebuild geometry, and simulate movement through a scene.
02
Reconstruct
Turn sparse images or video frames into novel views and explicit 3D representations.
03
Simulate
Model space and time for reframed VFX shots and Real-to-Sim robotics workflows.
Core capabilities
What World Labs demonstrated with Atlas
The launch material spans creative production and physical simulation. These are World Labs demonstrations and claims, not independent Topview benchmarks.
Camera-controlled generation
Atlas accepts camera geometry as a native input instead of relying only on words such as pan, crane, or orbit. World Labs showed hand-designed camera paths through a coherent generated scene.
Demo: up to 1 minute at 1440p
Spatial reconstruction
Start with one or more images, generate unseen viewpoints, estimate geometry, and add more views when a faithful real-world reconstruction matters more than plausible invention.
From sparse views to explicit 3D
Space-time simulation
Reconstruct motion from a small set of ordinary cameras, reframe an event from new angles, or generate the RGB and depth observations a simulated robot would see.
VFX, navigation, and manipulation
Image and 360 generation
World modeling is the main focus, but World Labs also demonstrates prompt-following image generation, text rendering, varied visual styles, and 360-degree images from text or image prompts.
Every frame is a view into a modeled world
How the model works
Spatial context turns references into positioned evidence
Atlas processes a multimodal sequence one element at a time, with image and depth inputs tied to explicit camera poses.
The practical idea is simple: each additional real view tells the model more about the scene. When less is observed, Atlas has more room to imagine; when more is observed, the reconstruction can rely on more evidence.
- 01
Collect the context
Provide text, one or more images, image sequences, camera poses, or depth information depending on the task.
- 02
Ground views in 3D
Place each frame at a known camera position so the model can relate appearance to space.
- 03
Generate what comes next
Autoregressive prediction and diffusion produce new multimodal elements conditioned on everything already in context.
- 04
Render or reconstruct
Return novel views, controlled video, depth, point clouds, or a Gaussian Splat scene for downstream work.
Where Atlas could matter
Creative and physical-world workflows share the same spatial core
Atlas is positioned as a general foundation for scenes that need more than a single attractive frame. Its value is the connection between appearance, geometry, viewpoint, and change over time.
VFX and virtual cinematography
Design exact camera paths, create new views around a performance, and use reconstructed depth or 3D structure to support reframing and compositing.
Previsualization and spatial design
Arrange references as anchors in space, explore transitions between ideas, and test how a camera moves through a proposed environment.
Games and interactive worlds
Generate explorable scene representations and multiple consistent viewpoints that can inform environment concepts, layout, and prototyping.
Robotics Real-to-Sim
Reconstruct a real environment, vary its conditions, and generate simulated sensor views for navigation or manipulation training and evaluation.
Images, panoramas, and long shots
Use the same world-aware context for stylized images, 360-degree scenes, and longer camera-controlled sequences.
Atlas vs Marble
A foundation model announcement is not the same as a public creation product
Atlas and Marble are related, but they are not interchangeable names. This distinction matters when deciding what you can use today.
Dimension
World Labs Atlas
Marble on Topview
Primary role
World Labs Atlas
A next-generation omni world model for generation, reconstruction, and simulation across creative and robotics tasks.
Marble on Topview
A currently available model family for generating and exploring 3D worlds in Topview Canvas.
Availability
World Labs Atlas
Early access with select World Labs partners; public pricing and general access have not been announced.
Marble on Topview
Marble 1.1 and Marble 1.1 Plus are selectable in Topview's 3D World workflow.
Inputs
World Labs Atlas
World Labs describes a shared context spanning text, images, camera poses, depth, and video represented as image sequences.
Marble on Topview
Topview accepts a text prompt plus one image or one short video reference; image and video references are mutually exclusive.
Outputs
World Labs Atlas
Demonstrated outputs include frames, video, depth, point clouds, and 3D Gaussian splats.
Marble on Topview
Topview returns an explorable Gaussian Splat world card and lets creators capture views back into Canvas.
Relationship
World Labs Atlas
World Labs says Atlas will power future versions of Marble and other World Labs products.
Marble on Topview
The current Topview integration remains bound to Marble 1.1 and Marble 1.1 Plus, not Atlas.
Topview is an independent product and is not the official World Labs website. Availability can change, so verify the live model selector and World Labs' official channels before planning a production dependency.
Technical details
Atlas model architecture and published scope
A compact view of what World Labs has documented publicly, without filling gaps with assumed model sizes, pricing, or API parameters.
Details below reflect World Labs' September 1, 2026 announcement and may change during early access.
- Architecture
- Multimodal autoregressive diffusion transformer; diffusion is implemented as a rectified flow model.
- Current input types
- Text, images, camera poses, and 3D depth maps; video is represented as a sequence of images.
- Spatial control
- Images and depth maps are conditioned on explicit camera poses inside a shared spatial context.
- Published video demonstration
- World Labs shows up to one minute of 1440p video generated from a small set of references along a hand-designed camera path.
- Reconstruction range
- One to dozens of input images are highlighted; World Labs also states the context can use more than one hundred views.
- Explicit 3D outputs
- Per-frame depth, 3D point clouds, and Gaussian splats, alongside generated image and video frames.
- Release status
- Select-partner early access. No public Atlas pricing, general API documentation, or downloadable weights were published with the announcement.
Frequently asked questions
World Labs Atlas FAQ
Straight answers about the model, its inputs and outputs, Atlas access, and what Topview supports today.
Create with what is available today
Explore a 3D world now with Marble in Topview Canvas
Atlas remains in select-partner early access. For a live creator workflow today, use Marble 1.1 or Marble 1.1 Plus to generate an explorable world and capture viewpoints back into Canvas.
The Topview destination uses current Marble models and does not imply Atlas access or affiliation with World Labs.