World Labs vs 100ms

Side-by-side comparison of AI visibility scores, market position, and capabilities

AI visibility is closely matched (38 vs 39)
World Labs logo

World Labs

EmergingAI Infrastructure & Models

Computer Vision & 3D AI

Fei-Fei Li's spatial AI startup raised $1B in Feb 2026 (investors: AMD, Autodesk, NVIDIA); launched Marble generative world model; total funding ~$1.2B

AI VisibilityBeta
Overall Score
D38
Category Rank
#1 of 1
AI Consensus
83%
Trend
up
Per Platform
ChatGPT
38
Perplexity
35
Gemini
42

About

World Labs is a spatial AI company founded in 2024 by Fei-Fei Li, the Stanford AI professor widely credited with creating ImageNet and advancing the deep learning revolution in computer vision. The company is building AI systems that understand, generate, and reason about three-dimensional physical spaces — a capability that sits at the foundation of robotics, augmented reality, autonomous vehicles, and spatial computing applications. World Labs' mission is to give AI a spatial understanding of the world comparable to how humans perceive and navigate physical environments.\n\nWorld Labs launched its first product, Marble, a generative world model capable of creating coherent, navigable 3D environments from images and text prompts. Marble represents a foundational capability for applications that require AI-generated spatial content at scale — from game world generation and architectural visualization to training data for robotics and autonomous systems. The company's research combines advances in neural radiance fields (NeRF), 3D Gaussian splatting, and large-scale generative modeling to produce spatial content with physical consistency and visual fidelity.\n\nWorld Labs raised $1B in February 2026 in a round backed by AMD, Autodesk, and NVIDIA — a strategic investor syndicate that signals the hardware and enterprise software industries' recognition that spatial AI is a foundational technology. Total funding reached approximately $1.2B, making World Labs one of the best-capitalized AI research companies in the spatial computing domain. The involvement of NVIDIA and AMD as investors reflects the enormous compute requirements of training 3D world models and the strategic importance of spatial AI to the broader semiconductor industry.

Full profile
100ms logo

100ms

EmergingDeveloper Tools

Live Video Infrastructure

100ms is a live audio/video infrastructure platform with SDKs for React, iOS, Android, and Flutter, providing programmable rooms, recording, and live streaming for web and mobile apps.

AI VisibilityBeta
Overall Score
D39
Category Rank
#1 of 1
AI Consensus
53%
Trend
up
Per Platform
ChatGPT
50
Perplexity
49
Gemini
40

About

100ms is a live audio and video infrastructure platform that provides developers with SDKs and APIs for embedding real-time communication features — video rooms, audio spaces, live streams, and recording — into web and mobile applications. The platform is designed around a room-based model where developers programmatically create, configure, and manage video rooms through a REST API, with client SDKs for React, iOS, Android, Flutter, and React Native handling the media layer. This abstraction allows teams to build fully custom video experiences with their own UI without dealing with WebRTC internals, TURN server management, or media server infrastructure.

Full profile

AI Visibility Head-to-Head

38
Overall Score
39
#1
Category Rank
#1
83
AI Consensus
53
up
Trend
up
38
ChatGPT
50
35
Perplexity
49
42
Gemini
40
37
Claude
32
40
Grok
37

Key Details

Category
Computer Vision & 3D AI
Live Video Infrastructure
Tier
Emerging
Emerging
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only World Labs
Computer Vision & 3D AI
Only 100ms
Live Video Infrastructure

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