Nebius vs Qdrant
Which Infrastructure AI tool is better in 2026?
Nebius
Full-stack AI cloud with large-scale GPU clusters for training and inference
Qdrant
High-performance vector search engine built in Rust for production-grade AI retrieval.
Side-by-side
Nebius is the more established option (raised $700M), but Qdrant is cheaper to start.
| Metric | Nebius | Qdrant |
|---|---|---|
| Taglinei | Full-stack AI cloud with large-scale GPU clusters for training and inference | High-performance vector search engine built in Rust for production-grade AI retrieval. |
| Foundedi | 2024 | 2021🏆 |
| HQi | Amsterdam, Netherlands | Berlin, DE |
| Employeesi | 1000 | 51-200🏆 |
| Neuron scorei | 77🏆 | 55 |
| Total fundingi | $700M🏆 | $50M |
| Latest roundi | private_placement · Dec 2024 | Series B · Mar 2026 |
| Valuationi | — | — |
| Cheapest paid plani | Pricing not disclosed | —🏆 |
| Free plani | ✗ | ✓ Qdrant Cloud Free Tier |
| Free triali | ✓ | ✓ |
| Top tier pricei | Pricing not disclosed | Qdrant Hybrid Cloud · Contact sales |
| Pricing summaryi | Free trial | 5 published plans |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Nebius and Qdrant.
| Capability | Nebius | Qdrant |
|---|---|---|
| MCP support | ✗ | ✗ |
| Public API | ✓ | ✗ |
| Webhooks | ✗ | ✗ |
| OAuth 2.0 | ✗ | ✗ |
| SDK languages | 4 (Python, REST API, CLI, Terraform) | 6 (Python, TypeScript, Rust, Go…) |
| Free plan | ✗ | ✓ |
| Free trial | ✓ | ✓ |
| Verified | ✗ | ✗ |
| Active deal | ✗ | ✗ |
🟢 Strengths of Nebius
- Has raised more capital ($700M vs $50M)
- Higher Neuron score (77 vs 55)
- Newer company (2024)
🔵 Strengths of Qdrant
- Offers a free plan
- More mature (2021)
Which should you choose?
Choose Qdrant 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 Qdrant — which is better?
It depends on your priority. Nebius has raised more capital and is the more established option; Qdrant is cheaper to start. See the side-by-side table above.
Is Nebius cheaper than Qdrant?
No — Qdrant's cheapest paid plan is Free, while Nebius's is Free trial.
Do Nebius and Qdrant offer free plans?
Nebius: Free trial only. Qdrant: Yes, has a free plan.
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