Project AURIONAI Use-Cases Research & Innovation
world model

Marble 1.0

World Labs 3D world generator; World API added Jan 2026 (also 1.0 Draft).

World Labs
Levelmodel
Classworld model
Parametersnot in the notes
Contextnot in the notes
ReleasedNov 2025
Opennessproprietary
Runs onnot in the notes
Statusactive

Lineage

successor
World LabsMarble 1.1 is a child (successor)high confidencenotes
Where this comes from
Parent and child relations from model cards, Hugging Face base_model fields and the genealogy tables of the research notes. The tree shows two generations each way, 2 models. Confidence and evidence are the notes' own.

R&D Topics

Identity

Developer
World Labs
Family
Marble
Released
Nov 2025 sourcessecondary report
Weights published
–
Record checked
10 Oct 2026
Where this comes from
Developer and dates from the research notes. Release date is the vendor's public announcement; weights date is when open weights were published.

Architecture and Size

Architecture
not in the notes Multimodal input (text, image, multi-image, 360 panorama, video) to Gaussian-splat worlds (.spz, .ply)
Total parameters
– sources
Active parameters
–
Checkpoint parameters
–
Context length
not in the notes
Input
text, image, video
Output
3D
Where this comes from
Parameter counts as the developer states them. Where the checkpoint holds a different total, both are shown (register A16).

Openness and Access

Openness
proprietary
Licence
Proprietary sources
Access routes
consumer app, API
Where this comes from
The licence file governs over registry tags and aggregator labels.

Deployment

Runs on
not in the notes
Footprint
not in the notes
Runtimes
not in the notes
Where this comes from
Deployment tiers and runtimes as named in the notes. Footprint is the notes' figure, not a measurement by AURION.

Indonesia

Indonesian support
not stated
Regional languages
not in the notes
Jakarta hosting
unknown
Languages
not in the notes
Where this comes from
Indonesia fields are carried on every model; unknown is an allowed value.

Benchmark Results

The notes record no benchmark result for this model.

Industry Use Cases

No industry use case links this model.

Sources

  1. Generating Bigger and Better Worlds worldlabs.ai https://worldlabs.ai/blog/bigger-better-worlds
  2. Tencent & Alibaba Drop World Models on the Same Day blog.buildfastwithai.com https://blog.buildfastwithai.com/tencent-alibaba-world-models-april-2026

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "Marble 1.0", https://aurion.semai.id/models/world-labs-marble-1-0/, records of October 2026.