Nebius vs Qualified Health
Which Infrastructure AI tool is better in 2026?
Nebius
Full-stack AI cloud with large-scale GPU clusters for training and inference
Qualified Health
Enterprise generative AI infrastructure and governance for health systems
Side-by-side
Nebius is the more established option (raised $700M); pricing is comparable on both sides.
| Metric | Nebius | Qualified Health |
|---|---|---|
| Taglinei | Full-stack AI cloud with large-scale GPU clusters for training and inference | Enterprise generative AI infrastructure and governance for health systems |
| Foundedi | 2024 | 2024 |
| HQi | Amsterdam, Netherlands | San Francisco, US |
| Employeesi | 1000 | 11-50🏆 |
| Neuron scorei | 77🏆 | 61 |
| Total fundingi | $700M🏆 | $155M |
| Latest roundi | private_placement · Dec 2024 | Series A · Jan 2025 |
| Valuationi | — | — |
| Cheapest paid plani | Pricing not disclosed | Pricing not disclosed |
| Free plani | ✗ | ✓ |
| Free triali | ✓ | ✓ |
| Top tier pricei | Pricing not disclosed | Pricing not disclosed |
| Pricing summaryi | Free trial | Free |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Nebius and Qualified Health.
| Capability | Nebius | Qualified Health |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✓ | ✓ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | 4 (Python, REST API, CLI, Terraform) | — |
| Free plan | ✗ | ✓ |
| Free trial | ✓ | ✓ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Nebius
- Has raised more capital ($700M vs $155M)
- Higher Neuron score (77 vs 61)
🔵 Strengths of Qualified Health
- Offers a free plan
Which should you choose?
Choose Qualified Health if price matters most — it starts at Free, which is friendlier for teams watching burn. Both AI Infrastructure tools ship core features, so the cost delta often decides it for small teams and solo operators.
Choose Nebius if you want the most established option — it has raised $700M, suggesting more runway for enterprise features, support, and long-term roadmap. For mission-critical workflows or larger teams, that stability often outweighs a lower monthly price.
Frequently asked questions
Nebius vs Qualified Health — which is better?
It depends on your priority. Nebius has raised more capital and is the more established option; Qualified Health has broader feature depth. See the side-by-side table above.
Is Nebius cheaper than Qualified Health?
No — Qualified Health's cheapest paid plan is Free, while Nebius's is Free trial.
Do Nebius and Qualified Health offer free plans?
Nebius: Free trial only. Qualified Health: Yes, has a free plan.
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