Preferred Networks (PFN) is one of the worlds most prominent independent deep learning companies, building applied AI for autonomous vehicles, healthcare imaging, manufacturing robotics, and drug discovery. Backed by Toyota, NTT, and Mitsui, PFN runs Japans largest private GPU cluster.
How Preferred Networks compares with its closest alternatives
None of the 5 closest alternatives has a free plan, and neither does Preferred Networks. 4 of the 5 offer an API, as Preferred Networks does. Preferred Networks offers a self-hosted version. Of the 4 alternatives with platforms on record, 1 offers a self-hosted version. Preferred Networks was founded in 2014; the alternatives were founded between 2012 and 2026, 1 of them earlier. Preferred Networks is based in Tokyo, Japan; 2 of its 5 alternatives are in Japan too, and the others in China and the United Kingdom.
Market position · AI Models
How Preferred Networks compares in AI Models
Preferred Networks has high opportunity and sits in the top third of 455 live AI Models tools on FalcoScan. Across AI Models, the average opportunity score is 74.6 and the average saturation score 30.5. FalcoScan rates Preferred Networks's own market position as open. 200 of the 455 operating AI Models tools have hot momentum, and FalcoScan has recorded 13 shutdowns in the category.
Preferred Networks compared with its closest alternatives
What are the best alternatives to Preferred Networks?
The closest alternatives to Preferred Networks that are still running, matched on the AI capabilities, uses and audience they share, are SenseTime SenseNova, PKSHA Technology, Recursive, Agon, and Alibaba Cloud Bailian.
Is Preferred Networks still running?
Yes. As of 1 November 2026, FalcoScan lists Preferred Networks as operating at preferred.jp.
Where is Preferred Networks based?
Preferred Networks is headquartered in Tokyo, Japan.
Does Preferred Networks have an API?
Yes. Preferred Networks offers an API.
Who is Preferred Networks for?
Preferred Networks is built for enterprises, researchers, and automakers.
How do I sign in to Preferred Networks?
Sign in on Preferred Networks's own website, preferred.jp. FalcoScan reviews Preferred Networks but does not run its accounts, so logins, passwords and billing are handled by Preferred Networks directly.