Preligens vs World Labs

World Labs has a disclosed valuation of $5B, while Preligens's valuation is not publicly available, making a direct size comparison difficult. World Labs employs 50-200 people.

World Labs has raised more in total funding at $1.2B, compared to Preligens's $30M — a gap of $1.2B. Combined, the two companies have completed 4 known funding rounds.

World Labs leads with an Awaira Score of 75/100, while Preligens sits at 50/100. That 25-point gap reflects real differences in funding, scale, and traction — it's not a vanity metric.

Preligens was founded by Arnaud Guerin in 2016. World Labs was founded by Fei-Fei Li in 2024. Visit each company's profile on Awaira for a full founder biography.

Preligens: Preligens builds AI satellite imagery analysis software for defence and intelligence applications, using computer vision models trained on satellite and aerial imagery to detect, classify, and monitor military assets, infrastructure changes, and geopolitical events automatically. The Paris company provides intelligence analysts with AI-assisted tools that dramatically reduce the time required to process and interpret large volumes of earth observation imagery.\n\nThe company raised approximately $30 million in venture funding and was acquired by Safran, the French aerospace and defence group, in 2023, integrating its AI imagery analysis capabilities into Safran defence electronics business. Prior to acquisition, Preligens held contracts with the French Ministry of Armed Forces and NATO member intelligence agencies for satellite imagery processing and military site monitoring. The company developed proprietary deep learning models trained on labelled defence imagery datasets that are not commercially available.\n\nPreligens operated in the defence AI market, which encompasses GEOINT, SIGINT, and automated intelligence analysis tools, a segment increasingly targeted by venture-backed AI startups such as Palantir, Maxar, and Planet Labs as defence agencies allocate substantial budgets to AI-enhanced intelligence capabilities. The acquisition by Safran provided product distribution through Safran existing defence ministry relationships across France and allied nations, and technology integration with Safran optronic and satellite sensor product lines. The company represents a model for European dual-use AI startups commercialising computer vision for sovereign defence applications. 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.

Preligens got there first, launching in 2016 — that's 8 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.

Preligens has about 100-500 employees; World Labs has about 50-200. 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 Preligens and World Labs compete in Computer Vision, targeting many of the same buyers. If you're evaluating one, you should be looking at the other.