Preferred Networks vs Wayve

Wayve has a disclosed valuation of $5B, while Preferred Networks's valuation is not publicly available, making a direct size comparison difficult. Wayve employs 100-500 people.

Wayve has raised more in total funding at $1.3B, compared to Preferred Networks's $350M — a gap of $950M.

Wayve holds the higher Awaira Score at 95/100, compared to Preferred Networks's 72/100. The Awaira Score is a composite metric factoring in valuation, funding, stage, team size, and market presence — a 23-point gap that reflects meaningful differences in scale or traction.

Preferred Networks was founded by Toru Nishikawa in 2014. Wayve was founded by Amar Shah in 2017. Visit each company's profile on Awaira for a full founder biography.

Preferred Networks: Preferred Networks develops deep learning technology applied to robotics, autonomous driving, and industrial applications, building neural network architectures for real-time edge inference in robot control, factory automation, and connected vehicle systems. The Tokyo company gained international recognition for early competition victories in autonomous navigation and robot manipulation challenges and developed its own deep learning framework, Chainer, which influenced the design of PyTorch before Chainer was eventually retired.\n\nThe company raised approximately $350 million including a landmark $105 million Series A from Toyota Motor Corporation and other strategic investors, making it one of the most valuable AI startups in Japan at the time of its fundraising. Preferred Networks collaborates with Toyota on autonomous driving AI, with NTT on communications AI, and with Fanuc on factory robot intelligence, creating a portfolio of deep technology industrial partnerships that provide both funding and deployment scale for its AI research.\n\nPreferred Networks operates in Japan industrial AI market where established relationships with major manufacturing and automotive companies provide a defensible position that international AI startups find difficult to penetrate through conventional sales approaches. The company research focus on edge AI inference for robotics aligns with Japan competitive strengths in manufacturing automation and precision robotics, markets where AI-enhanced robot intelligence is being adopted to address labour shortages and quality requirements that purely mechanical automation cannot satisfy. Wayve: Wayve builds embodied AI systems for autonomous driving, developing a data-driven approach that trains neural networks end-to-end from raw sensor inputs to vehicle controls. Founded in Cambridge and headquartered in London, the company focuses on a generalist AI model that can adapt to new environments without hand-coded rules, distinguishing it from traditional autonomous vehicle stacks.\n\nThe company raised a $1 billion Series C round in 2024 led by SoftBank, with participation from Microsoft and NVIDIA, bringing total funding to approximately $1.3 billion. Wayve has deployed test vehicles across London and conducts large-scale data collection partnerships with commercial fleet operators including Asda and Ocado.\n\nWayve competes in a global autonomous vehicle market projected to exceed $500 billion by 2030, positioning itself against Waymo, Cruise, and Mobileye with a fundamentally different AI-first architecture. The company holds a valuation of approximately $5 billion and is considered one of the most significant autonomous vehicle startups outside the United States, with backing from some of the largest technology investors globally.

Preferred Networks was founded first in 2014, giving it 3 years of additional market experience. Wayve was founded later in 2017. In AI, even a year or two of head start can translate into significantly more training data, customer relationships, and institutional knowledge.

Both Preferred Networks and Wayve report similar employee counts of approximately 100-500. Team size is often a proxy for operational scale, though lean AI companies can punch well above their headcount.

Yes, Preferred Networks and Wayve are direct competitors — both operate in the AI Robotics space and likely target overlapping customer segments. This comparison is especially relevant for buyers evaluating both platforms.