Skip to main content
usedby
Search tools, companies

How Wildflow uses Nebius AI Cloud

under a day

“recreating the basis of underwater scenes in under a day with Nebius' high-throughput infrastructure”

As published on nebius.com. Captured by usedby on Oct 7, 2026.

What happened

Wildflow runs its 3D reconstruction pipeline on Nebius AI Cloud, using Serverless Jobs, HPC virtual machines and shared filesystems to turn large volumes of underwater footage and environmental data into web-based 3D digital twins of coral reefs. These outputs are intended for training biodiversity foundation models.

Summary written by usedby from the source page, in English. The figures are those of Nebius AI Cloud and Wildflow, not ours.

  • a few hours“the 3D Gaussian Splatting step takes just a few hours running on Nebius AI Cloud”
  • over 20“scaling from a handful of jobs to over 20 running in parallel”

To render the details while preserving spatial accuracy, scale and color fidelity with sub-centimeter resolution, the 3D Gaussian Splatting step takes just a few hours running on Nebius AI Cloud.

From the page. nebius.com, captured Oct 7, 2026

With Nebius, we can easily spin up HPC virtual machines on demand. With fast, persistent storage, large datasets move across the pipeline without overhead. Overall, it's the best cloud we've worked with,

Sergei Nozdrenkov, founder of Wildflow, Wildflow. Source, captured Oct 7, 2026

What the story claims, and what we checked

We compared the story with its live page on Oct 7, 2026.

  • The figure: under a dayCheckedPrinted word for word on the page, near the name of Wildflow.
  • The passage quoted aboveCheckedCopied word for word from the page, near the name of Wildflow.
  • The numbers in our summaryCheckedEach one is printed on the page.
  • Wildflow uses Nebius AI CloudCheckedConfirmed line. Latest check across sources: Oct 7, 2026.
  • The result itselfNot checkedWe quote it; we did not measure it.

Same company, same tool or same industry.

23%“a 23% improvement in total cost of ownership (TCO) compared to the previous cloud deployment”Antioch uses Nebius AI Cloud. Another customer of Nebius AI Cloud7,000 hourscompute hours to train Converge-SCConverge uses Nebius AI Cloud. Another customer of Nebius AI Cloud10 days“expedited the 500-million-parameter model base pre-training in just 10 days”Helical uses Nebius AI Cloud. Another customer of Nebius AI Cloud