The 12 closest competitors and alternatives to World Labs among ai/ml companies — ranked by similarity to what World Labs actually does, not by market-cap band.
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World Labs is a spatial intelligence and frontier AI research company building large world models that can perceive, generate, reason, and interact with the 3D world.
World Labs is an ai/ml company. Its most recent funding round, Series B, raised $1B in February 2026. Xcout tracks 5 named people at World Labs, including Ben Mildenhall (Co-Founder). Xcout recorded 4 job postings from World Labs in the last 90 days.
Every round on record:
| Date | Round | Amount | Investors |
|---|---|---|---|
| Series B | $1B | 7 named |
Who invested in each round, lead investors, valuations and the co-investor graph — open the full funding history →
Xcout recorded 4 job postings from World Labs in the last 90 days, from a hiring record Xcout has kept since August 2026.
The weekly hiring trend, the roles and locations behind it — see World Labs's hiring signals →
Ranked by semantic similarity — how close each company is to World Labs by what it does, using Xcout's live company graph. Click any company for its full profile, or its competitor set.
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Luel operates a multi-modal AI lab and data marketplace that develops machine perception systems using a proprietary continuous data engine. The company provides AI training data and builds foundational models designed to process and reason across multiple modalities.
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Shanghai Artificial Intelligence Laboratory (Shanghai AI Lab) is a China-based research institution focused on artificial intelligence, including foundation models, computer vision, scientific AI, and related open-source platforms. It conducts research and collaborates with universities, industry, and public-sector organizations to develop AI technologies and infrastructure.
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SpAItial AI develops physically-grounded world models that generate persistent, explorable 3D environments from text and images. The company serves creators, developers, and enterprises through an interactive application and an API for generating 3D Gaussian Splat worlds.
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Niantic Spatial, Inc. is an American-based physical artificial intelligence (AI) and spatial computing company headquartered in San Francisco. The company develops geospatial world models that gives machines understanding of the physical world through 3D reconstruction, visual positioning, and semantic understanding. They support enterprise customers in robotics, defense, and utilities.
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SE3 Labs is a deep-tech company headquartered in Munich, Germany, that builds next-generation spatial artificial intelligence for unmanned systems. Its core technology merges advanced sensors with spatial understanding to support autonomous platforms.
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Jua.ai is a frontier AI lab based in Zurich, Switzerland, building an advanced foundation model for reality, physics, and applications such as energy trading.
Spatial Intelligence & AI
Reality Platforms, Inc. provides a global 3D data intelligence platform that offers large geospatial models, visual positioning systems, and AI-powered extended reality (XR) publishing tools. The company serves enterprises, developers, and autonomous systems with precise mapping data, spatial intelligence training datasets, and augmented reality creation solutions.
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Thinking Machines Lab is an artificial intelligence research and product company that develops customizable open-weights AI models and multimodal systems. The company serves researchers, developers, and users by creating accessible AI tools designed for human-AI collaboration and practical applications.
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Physical Intelligence develops general-purpose artificial intelligence algorithms and foundation models designed to control various robots for diverse physical tasks. The company builds vision-language-action models to enable robotics applications and open-world generalization.
Artificial Intelligence
Common Sense Machines, Inc. is an artificial intelligence company headquartered in Cambridge, Massachusetts, that builds AI systems to translate the world into 3D simulations.
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Anything World is a UK-based AI company that provides tools for creating and populating interactive 3D worlds using natural-language or voice commands and a library of 3D assets. It primarily serves game developers, creators, and other teams building experiences for games, virtual worlds, and the metaverse.
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Black Forest Labs, a BFL GmbH company, is headquartered in Freiburg, Germany, and employs 51-200 people. It is a leading frontier AI company building visual intelligence models that understand and contribute to the future of generative AI. The company is actively hiring engineers and researchers.
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