Helicone vs Nebius
Which Infrastructure AI tool is better in 2026?
Helicone
Helicone is an AI gateway and LLM observability platform that helps companies route, debug, and analyze their AI applications.
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), but Helicone is cheaper to start.
| Metric | Helicone | Nebius |
|---|---|---|
| Taglinei | Helicone is an AI gateway and LLM observability platform that helps companies route, debug, and analyze their AI applications. | Full-stack AI cloud with large-scale GPU clusters for training and inference |
| Foundedi | — | 2024🏆 |
| HQi | US | Amsterdam, Netherlands |
| Employeesi | 11-50🏆 | 1000 |
| Neuron scorei | 26 | 77🏆 |
| Total fundingi | Undisclosed | $700M🏆 |
| Latest roundi | — | private_placement · Dec 2024 |
| Valuationi | — | — |
| Cheapest paid plani | —🏆 | Pricing not disclosed |
| Free plani | ✓ Free Trial | ✗ |
| Free triali | ✓ | ✓ |
| Top tier pricei | — | Pricing not disclosed |
| Pricing summaryi | 1 published plans | Free trial |
| Categoriesi |
Capability matrix
Developer-facing capabilities and access signals for Helicone and Nebius.
| Capability | Helicone | 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 Helicone
- Offers a free plan
- Lower starting price ($79/mo)
🔵 Strengths of Nebius
- Has raised more capital ($700M vs Undisclosed)
- Higher Neuron score (77 vs 26)
- Newer company (2024)
Which should you choose?
Choose Helicone if price matters most — it starts at Free · From $79/mo, 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
Helicone vs Nebius — which is better?
It depends on your priority. Helicone is the leaner option; Nebius has broader feature depth. See the side-by-side table above.
Is Helicone cheaper than Nebius?
Yes — Helicone's cheapest paid plan is Free, while Nebius's is Free trial.
Do Helicone and Nebius offer free plans?
Helicone: Yes, has a free plan. Nebius: Free trial only.
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