LLM Stats vs Nebius
Which Infrastructure AI tool is better in 2026?
LLM Stats
Independent AI evaluations lab
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 | LLM Stats | Nebius |
|---|---|---|
| Taglinei | Independent AI evaluations lab | Full-stack AI cloud with large-scale GPU clusters for training and inference |
| Foundedi | 2025 | 2024🏆 |
| HQi | New York, US | Amsterdam, Netherlands |
| Employeesi | 1-10 | 1000🏆 |
| Neuron scorei | 50 | 77🏆 |
| Total fundingi | $500K | $700M🏆 |
| Latest roundi | Seed · Jan 2025 | 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 | Pricing not listed | Free trial |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for LLM Stats and Nebius.
| Capability | LLM Stats | 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 LLM Stats
- Newer company (2025)
🔵 Strengths of Nebius
- Has raised more capital ($700M vs $500K)
- Higher Neuron score (77 vs 50)
- Offers a free trial
- More mature (2024)
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
LLM Stats vs Nebius — which is better?
It depends on your priority. LLM Stats is the leaner option; Nebius has broader feature depth. See the side-by-side table above.
Is LLM Stats cheaper than Nebius?
No — Nebius's cheapest paid plan is Free trial, while LLM Stats's is Pricing not listed.
Do LLM Stats and Nebius offer free plans?
LLM Stats: Paid only. Nebius: Free trial only.
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