World Labs
Startup building AI world models that generate explorable 3D scenes, led by Fei-Fei Li.
On the record
Checkpoint: Google's Street View grounding integration into Genie 3 rolls out commercially
The call
World Labs has money, talent, and a shipped product, but Google is building the same thing with data nobody else can match.
World Labs is a startup that creates software to generate 3D videos and digital worlds, founded by respected AI researchers and backed by major investors. The challenge is that Google DeepMind already launched a competing product called Genie 3 with access to billions of real-world images from Street View, which gives Google a head start that World Labs cannot easily replicate. The one thing that could change this is if World Labs proves it has real customers paying real money, discloses actual revenue numbers, and builds the software so deeply into other companies' products (like Autodesk's design tools) that it becomes too expensive to replace.
Why
01
AI pressure: Google DeepMind Genie 3. Genie 3 already generates interactive worlds and can train on 280B Street View images World Labs cannot access. Could AI do the core job? Yes, likely.
02
Bigger players: Google DeepMind, backed by Waymo data and Street View grounding. Google is folding real-world driving and mapping data into Genie, giving it a data advantage World Labs cannot buy. Could a giant copy it? Yes, easily.
03
What protects it. Deep ties with Autodesk and early product lead in shipping a usable world model called Marble.
What would change this call
Google DeepMind opens a commercial Genie API with Street View grounding at scale. Would show the incumbent commoditizing World Labs' core spatial-world-model capability.
World Labs discloses ARR figures ($30M+) with retention data within 12 months. Would confirm real commercial traction beyond disputed estimates.
Autodesk integration progresses from strategic investment to embedded system-of-record in AEC/VFX pipelines. Would show workflow lock-in forming as a defensible moat.
World Labs discloses ARR figures ($30M+) with retention data within 12 months. Would confirm real commercial traction beyond disputed estimates.
Autodesk integration progresses from strategic investment to embedded system-of-record in AEC/VFX pipelines. Would show workflow lock-in forming as a defensible moat.
Key numbers
- $1.23 billion raised total
- Valuation estimated $5.29B to $7.3B
- Revenue estimates range $10.5M to $50M, unverified
Named risks
- Revenue remains undisclosed and unverified despite over $1B raised, pre-revenue as of Dec 2025.
- Google DeepMind's Genie 3 has a real-world data advantage via 280 billion Street View images World Labs cannot match.
- Five-plus well-funded rivals (Odyssey, Decart, Runway, AMI Labs) shipping comparable world models simultaneously compresses differentiation window.
- Autodesk partnership described as a long-horizon bet, not yet meaningfully augmenting production workflows as of Feb 2026.
Rivals, as read in July 2026
| Rival | Direction | Evidence |
|---|---|---|
| Google DeepMind (Genie 3) | gaining on | Genie 3 launched Aug 2025, added Street View grounding May 2026, has Waymo as simulation customer |
| Runway | gaining on | Reached $40M quarterly ARR by Q2 2026 after launching own world model Dec 2025 (vendor-claimed) |
| Odyssey | contesting | Raised $310M at $1.45B valuation June 18, 2026, backed by Amazon and AMD Ventures |
| Decart.ai | contesting | Raised $300M at nearly $4B valuation for world models Lucy and Oasis, 2026 |
| AMI Labs (Yann LeCun) | contesting | Raised $1.03B in March 2026 for world model research, reported talks at €3B valuation |
Questions people ask
- Is World Labs profitable in 2026?
- No. World Labs was explicitly described as pre-revenue as of December 2025 and only began monetizing Marble via subscriptions and API credits starting November 2025, so no profitability has been disclosed as of mid-2026.
- Who owns World Labs?
- World Labs is a private, venture-backed startup founded by Stanford's Fei-Fei Li (CEO) with Justin Johnson, Christoph Lassner and Ben Mildenhall. It has raised roughly $1.23 billion total, with Autodesk, Nvidia, AMD, Cisco and a16z among investors as of May 2026.
- What is World Labs worth?
- Bloomberg reported funding talks at a $5 billion valuation on January 23, 2026, which World Labs did not officially confirm or contest. Secondary-market pricing on Hiive implied $5.29B to $7.3B as of July 9, 2026.
- Who is World Labs' biggest competitor?
- Google DeepMind's Genie 3, launched August 2025 and given Street View grounding in May 2026, is the most direct threat since it already has Waymo as a simulation customer and access to 280 billion Street View images World Labs cannot match.
- Could AI replace World Labs?
- World Labs' own product, the Marble world model, IS the AI capability at stake, meaning frontier labs like Google DeepMind or rivals like Runway and Odyssey shipping comparable generative-world tech could commoditize its offering rather than any outside AI replacing it.
- What does World Labs' product Marble actually do?
- Marble is a multimodal generative world model that turns text, images, panoramas, video or rough 3D layouts into persistent, editable 3D environments exportable to Unreal Engine and Unity; it reached general availability on November 12, 2025.
Timeline
- 2026-04-02Marble 1.1 and 1.1 Plus released with auto-expanding, larger-scale world generation
- 2026-02-18World Labs raises $1B Series B/C led by Autodesk's $200M, with AMD, Nvidia, a16z
- 2026-01-23Bloomberg reports World Labs in funding talks at $5 billion valuation
- 2026-01-21World Labs launches public World API for programmatic 3D world generation
- 2025-11-20Cisco Investments makes strategic investment, called largest to date
- 2025-11-12Marble reaches general availability with Chisel editing tool and Composer mode
- 2025-09-16Marble limited beta launches
- 2024-09World Labs raises $230M Series A extension, valuation tops $1 billion
- 2024-04World Labs founded by Fei-Fei Li and co-founders; raises ~$61.5M seed/Series A
Revision history
21 July 2026
First assessed. Losing its protection. The text above is fixed as of this date and is not edited afterwards.
In the same band
Sources
- World Labs Stock Price, Valuation & News (2026-07-09)
- World Labs 2026 Company Profile: Valuation, Funding & Investors
- AI pioneer Fei-Fei Li's World Labs raises $1 billion in funding (2026-02-18)
- Cisco Invests in Spatial Intelligence Pioneer World Labs (2025-11-20)
- World Labs lands $1B, with $200M from Autodesk (2026-02-18)
- Fei-Fei Li's AI Startup World Labs in Funding Talks at $5 Billion Valuation (2026-01-23)
- Fei-Fei Li (2026-05-22)
- Report: World Labs Business Breakdown & Founding Story (2025-12-04)
- WORLD LABS TECHNOLOGIES Revenue 2025
- Management and Employees List
- World Labs Formally Launches Marble (2026-07-10)
- World Labs Launches Marble