World Labs vs Trax Retail

By valuation, World Labs is the larger company at $5B versus $2B — a 2.5x difference. Size can also be measured by team: World Labs employs 50-200 people while Trax Retail has 500-1000 employees.

World Labs has raised more in total funding at $1.2B, compared to Trax Retail's $900M — a gap of $330M. Combined, the two companies have completed 3 known funding rounds.

Trax Retail leads with an Awaira Score of 84/100, while World Labs sits at 75/100. That 9-point gap reflects real differences in funding, scale, and traction — it's not a vanity metric.

World Labs was founded by Fei-Fei Li in 2024. Trax Retail was founded by Joel Bar-El in 2010. Visit each company's profile on Awaira for a full founder biography.

World Labs: World Labs is an AI research and product company building spatial intelligence systems capable of generating, understanding, and reasoning about three-dimensional worlds. The company is developing large world models (LWMs) that can produce coherent, physically plausible 3D environments from images or descriptions, with intended applications in gaming, simulation, robotics, and creative media.\n\nThe company raised approximately 230 million USD in one of the largest Series A rounds in AI history, backed by prominent venture capital firms attracted by the technical credentials of its founding team. World Labs was founded by Fei-Fei Li, the Stanford AI Lab director widely credited with creating ImageNet, the benchmark dataset that catalyzed the deep learning revolution in computer vision.\n\nSpatial AI and 3D world generation represent a frontier capability with applications across multiple large markets including video game development, architectural visualization, autonomous vehicle simulation, and virtual production. The founding team technical pedigree and the scale of initial funding position World Labs as one of the most watched early-stage AI companies, with the expectation that breakthrough spatial intelligence capabilities could redefine how 3D content is created and how AI systems perceive and navigate physical environments. Trax Retail: Trax Retail provides computer vision and AI analytics for physical retail shelf management, using in-store cameras and mobile image capture to analyse product placement, out-of-stock conditions, planogram compliance, and competitive share of shelf in real time, allowing consumer goods companies and retailers to optimise in-store execution across thousands of stores globally. The Singapore company processes billions of shelf images annually through its AI vision platform.\n\nThe company raised approximately $900 million in funding from investors including Softbank Vision Fund, Boyu Capital, and DC Thomson Ventures, reaching a valuation of approximately $2 billion. Trax serves major consumer packaged goods companies including Coca-Cola, Nestle, and P&G, as well as retailers in Europe, Asia, and the Americas that use the platform to measure and improve in-store execution quality. The platform connects field sales teams with real-time alerts about shelf conditions that require immediate corrective action.\n\nTrax competes in the retail AI and in-store analytics market against Focal Systems, Shelfgram, and Datasembly, as well as the retail analytics divisions of large data companies including Nielsen and IRI. Its global deployment scale across diverse retail formats and geographies, combined with AI models trained on billions of labelled shelf images, creates a data advantage that newer market entrants have not had sufficient deployment history to replicate. Consumer packaged goods companies represent a large budget segment for in-store execution measurement, where visibility into shelf conditions directly affects sales volumes.

Trax Retail got there first, launching in 2010 — that's 14 years of extra runway. World Labs didn't arrive until 2024. In AI, that kind of head start means more training data, deeper customer relationships, and a bigger talent moat.

World Labs has about 50-200 employees; Trax Retail has about 500-1000. A bigger team usually means more revenue or heavier VC backing, but in AI, small teams can build at massive scale.

Yes — they're direct rivals. Both World Labs and Trax Retail compete in Computer Vision, targeting many of the same buyers. If you're evaluating one, you should be looking at the other.