# How Higgsfield uses Nebius AI Cloud

**$200M**: “Scaled from zero to $200M in run rate in just nine months”

As published on [nebius.com](https://nebius.com/customer-stories/higgsfield-ai). Captured by usedby on 2026-10-07.

- Company: [Higgsfield](https://www.usedby.ai/companies/higgsfield.md)
- Tool: [Nebius AI Cloud](https://www.usedby.ai/tools/nebius.md)

## What the story says

Higgsfield AI trains a multi-billion-parameter diffusion model for image editing and keyframe generation on Nebius AI Cloud, using NVIDIA HGX B200 systems, multi-node GPU clusters and streaming data storage. Nebius also supports its preference-based alignment training loops.

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

> Higgsfield AI moved from zero to $100M in seven months, then crossed a $200M run rate faster than any other gen AI company — in just two months, soon after without re-architecting its training stack or slowing development.

- **15M+**: “Expanded to 15M+ users while maintaining consistent performance”
- **4.5M+**: “Sustaining 4.5M+ (both video and image) generations per day without service disruption”
- **\< 1 hour**: “Time to first training run: \< 1 hour”
- **100%**: “100% self-service infrastructure setup”

> Multi-billion-parameter diffusion models expose every weakness in a system. At Higgsfield, we design for resilience, throughput, and rapid iteration from day one. Nebius’s Blackwell-powered infrastructure reinforced that approach, allowing us to move quickly, scale confidently, and keep our attention on building differentiated creative intelligence, not managing infrastructure complexity.
>
> Alex Mashrabov, Founder and CEO

## What usedby checked

We compared the story with its live page on 2026-10-07.

- Checked: the figure $200M is printed word for word on the page, near the name of Higgsfield.
- Checked: the passage quoted above is copied word for word from the page, near the name of Higgsfield.
- Checked: each number in our summary is printed on the page.
- Checked: Higgsfield uses Nebius AI Cloud. Confirmed line. Latest check across sources: 2026-10-07.
- Not checked: the result itself. We quote it; we did not measure it.

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Source: https://www.usedby.ai/case-studies/higgsfield-ai-nebius · How we check: https://www.usedby.ai/methodology