# How Sword Health uses Nebius AI Cloud

**over 50%** Draft model acceptance rate

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

- Company: [Sword Health](https://www.usedby.ai/companies/sword-health.md)
- Tool: [Nebius AI Cloud](https://www.usedby.ai/tools/nebius.md)

## What the story says

Sword Health serves its Dawn AI wellbeing specialist on Nebius Token Factory using dedicated NVIDIA Blackwell endpoints with custom speculative decoding. This lets it run a much larger model alongside guardrail screening and multi-step reasoning, and it also runs its AI Vision models on Nebius cloud.

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

> The Nebius Token Factory team deployed custom speculative decoding trained specifically for Sword Health on dedicated NVIDIA Blackwell endpoints. Achieving a draft model acceptance rate of over 50% meant Dawn could make the leap to a model with over 200B parameters, roughly eight times larger

- **over 50%**: “Achieving a draft model acceptance rate of over 50%”
- **4 million**: “Thrive, Sword Health’s musculoskeletal care solution that delivered approximately 4 million AI-guided sessions in 2025 alone”

> Designing Dawn required access to specialized infrastructure, health-specific governance, genuine clinical expertise, and a lot of specialized data. It requires clinical-grade reasoning from a highly capable model, but also system stability, reliability and consistency across every single interaction. We want every conversation to build long-term trust.
>
> Ricardo Rei, Head of AI Research

> AI is the only way to deliver personalized healthcare at global scale,
>
> Ricardo Rei, Head of AI Research at Sword Health

## What usedby checked

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

- Checked: the figure over 50% is on the page; its label is our wording.
- Checked: the passage quoted above is copied word for word from the page, near the name of Sword Health.
- Checked: Sword Health 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/sword-health-nebius · How we check: https://www.usedby.ai/methodology