World Labs vs OpenAI

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

OpenAI leads in AI visibility (96 vs 38)
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
OpenAI logo

OpenAI

LeaderAI & Machine Learning

LLM Platform

GPT-5 and o3 model family at $25B+ ARR; $840B post-money valuation (Feb 2026 round); ChatGPT 1B+ users; largest private fundraise in history ($110B). Competing with Anthropic Claude 4, Google Gemini 3, Meta Llama 4.

AI VisibilityBeta
Overall Score
A96
Category Rank
#2 of 8
AI Consensus
72%
Trend
up
Per Platform
ChatGPT
99
Perplexity
99
Gemini
96

About

OpenAI is a San Francisco-based artificial intelligence company developing and deploying large-scale AI systems — including GPT-4o, o1 reasoning models, DALL-E 3 image generation, Sora video generation, and the Whisper speech recognition model — through the ChatGPT consumer product and OpenAI API for developers and enterprise customers. Founded in 2015 as a nonprofit by Sam Altman, Elon Musk, Greg Brockman, and others and restructured into a capped-profit company, OpenAI raised $157 billion in total funding including a $6.6 billion round in October 2024 at a $157 billion valuation and a $40 billion round from SoftBank in 2025, generating $3.7 billion in annualized revenue in 2024 with 400 million weekly ChatGPT users.

Full profile

AI Visibility Head-to-Head

38
Overall Score
96
#1
Category Rank
#2
83
AI Consensus
72
up
Trend
up
38
ChatGPT
99
35
Perplexity
99
42
Gemini
96
37
Claude
88
40
Grok
94

Key Details

Category
Computer Vision & 3D AI
LLM Platform
Tier
Emerging
Leader
Entity Type
brand
company

Capabilities & Ecosystem

Capabilities

Only World Labs
Computer Vision & 3D AI
Only OpenAI
LLM Platform
OpenAI is classified as company.

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