Peltarion vs Improbable

Neither company has publicly disclosed a valuation, making a definitive size comparison difficult. Peltarion employs 1-50 people, while Improbable has 500-1000 employees.

Improbable has raised more in total funding at $700M, compared to Peltarion's $30M — a gap of $670M.

Improbable holds the higher Awaira Score at 68/100, compared to Peltarion's 40/100. The Awaira Score is a composite metric factoring in valuation, funding, stage, team size, and market presence — a 28-point gap that reflects meaningful differences in scale or traction.

Peltarion was founded by Niklas Borg in 2004. Improbable was founded by Herman Narula in 2012. Visit each company's profile on Awaira for a full founder biography.

Peltarion: Peltarion built a deep learning development platform that provided a visual, no-code interface for building and deploying neural network models, enabling data scientists and engineers to construct complex ML architectures through a drag-and-drop graph editor and deploy models via API without writing training code from scratch. The Stockholm company focused on making deep learning accessible to teams without specialist ML engineering expertise.\n\nThe company raised approximately $30 million in venture funding before being acquired by Palantir Technologies in 2021. The acquisition gave Palantir a deep learning platform capability to integrate into its Foundry and Apollo products, supplementing Palantir own data engineering and AI tools with visual model development workflows from the Peltarion team. Prior to acquisition, Peltarion had built a customer base among European enterprises and research institutions seeking to deploy custom neural networks without building internal ML engineering teams.\n\nPeltarion competed in the visual AI development market alongside obvious.ai, Fritz AI, and commercial platforms including Google Cloud AutoML. The acquisition by Palantir reflected a broader trend of large enterprise data companies acquiring specialist ML tooling startups to enhance their platform offerings. The Peltarion team integration into Palantir continued the company focus on making AI development workflows more accessible, but within the context of Palantir existing enterprise relationships rather than as an independent product. Improbable: Improbable develops large-scale simulation technology and virtual world infrastructure, originally focused on cloud-distributed game server simulation and subsequently pivoting to AI-powered synthetic environment generation and metaverse platform development. The London company built SpatialOS, a cloud platform for running distributed simulations of large, persistent virtual worlds, and has applied simulation capabilities to defence, urban planning, and entertainment applications.\n\nThe company raised approximately $700 million including a landmark $502 million SoftBank round in 2017 that was one of the largest venture rounds in European technology history. Improbable has undergone multiple strategic pivots, moving from gaming infrastructure to defence simulation contracts with clients including the UK Ministry of Defence, which uses simulation environments for training and wargaming. The company also built MSquared, a metaverse interoperability network, before refocusing on defence and AI simulation work.\n\nImprobable operates in an AI simulation market where demand from defence agencies, autonomous vehicle companies, and robotics firms has grown substantially. The company competes with simulation platforms from Epic Games (Unreal Engine), NVIDIA (Omniverse), and specialist defence simulation vendors. Its SoftBank backing and large cash reserves have enabled it to survive multiple market pivot cycles that would have ended less well-funded companies, and its current focus on AI-powered synthetic data generation for defence represents a growing government budget category.

Peltarion was founded first in 2004, giving it 8 years of additional market experience. Improbable was founded later in 2012. In AI, even a year or two of head start can translate into significantly more training data, customer relationships, and institutional knowledge.

Peltarion has approximately 1-50 employees, while Improbable has approximately 500-1000. A larger team often signals higher revenue or venture backing, but in AI, smaller teams are increasingly capable of building at scale.

Yes, Peltarion and Improbable are direct competitors — both operate in the ML Platform space and likely target overlapping customer segments. This comparison is especially relevant for buyers evaluating both platforms.