MatX vs Nebius
Which Infrastructure AI tool is better in 2026?
MatX
Chips built from the ground up for frontier large language models
Nebius
Full-stack AI cloud with large-scale GPU clusters for training and inference
Side-by-side
Nebius is the more established option (raised $700M); pricing is comparable on both sides.
| Metric | MatX | Nebius |
|---|---|---|
| Taglinei | Chips built from the ground up for frontier large language models | Full-stack AI cloud with large-scale GPU clusters for training and inference |
| Foundedi | 2024 | 2024 |
| HQi | Mountain View, US | Amsterdam, Netherlands |
| Employeesi | 11-50🏆 | 1000 |
| Neuron scorei | 60 | 77🏆 |
| Total fundingi | $545M | $700M🏆 |
| Latest roundi | Series B · Feb 2026 | private_placement · Dec 2024 |
| 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 | Free trial |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for MatX and Nebius.
| Capability | MatX | Nebius |
|---|---|---|
| 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 MatX
- Offers a free plan
🔵 Strengths of Nebius
- Has raised more capital ($700M vs $545M)
- Higher Neuron score (77 vs 60)
Which should you choose?
Choose Nebius if price matters most — it starts at Free trial, 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
MatX vs Nebius — which is better?
It depends on your priority. MatX is the leaner option; Nebius has broader feature depth. See the side-by-side table above.
Is MatX cheaper than Nebius?
No — Nebius's cheapest paid plan is Free trial, while MatX's is Free.
Do MatX and Nebius offer free plans?
MatX: Yes, has a free plan. Nebius: Free trial only.
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