Preferred Networks vs Wayve

Wayve has a disclosed valuation of $8.6B, 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 $2.8B, compared to Preferred Networks's $308M — a gap of $2.5B. Combined, the two companies have completed 6 known funding rounds.

Wayve leads with an Awaira Score of 95/100, while Preferred Networks sits at 72/100. That 23-point gap reflects real differences in funding, scale, and traction — it's not a vanity metric.

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 achieved a valuation of approximately $2.8 billion following its Series C 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. Wayve operates in the AI Robotics sector and is headquartered in United Kingdom. Founded in 2017 by Amar Shah, Wayve has raised $2.8B in total funding, achieving a valuation of $8.6B as of its latest round. The company's funding journey includes a Series A of $20M in 2020, a Series B of $200M in 2022, a Series C of $1.1B in 2024. The most recent round was led by SoftBank Vision Fund. With approximately 100-500 employees, Wayve has established itself as a Series D-stage player in the AI Robotics market. The company holds an Awaira Score of 95/100, reflecting its strong position across valuation, funding trajectory, team scale, and market influence. Wayve competes in a rapidly evolving segment alongside other AI Robotics companies. Based in United Kingdom, Wayve is part of a growing international AI ecosystem attracting talent and investment. The AI Robotics space has attracted significant investment in recent years, with companies racing to capture enterprise and consumer demand for AI-powered solutions.

Preferred Networks got there first, launching in 2014 — that's 3 years of extra runway. Wayve didn't arrive until 2017. In AI, that kind of head start means more training data, deeper customer relationships, and a bigger talent moat.

Both Preferred Networks and Wayve report about 100-500 employees. Team size is a rough proxy for scale, but lean AI companies routinely punch above their headcount.

Yes — they're direct rivals. Both Preferred Networks and Wayve compete in AI Robotics, targeting many of the same buyers. If you're evaluating one, you should be looking at the other.