Cloud GPUs without the enterprise tax

Nebius gives startups and researchers the kind of GPU fleet the big labs use, billed by the second and wrapped in a clean developer console.

Who it's for: ML engineers, founders, and research labs who need serious compute without negotiating an enterprise contract.

Key features

On-demand GPUs

Spin up H100/H200/A100 instances in seconds, billed per second.

Managed inference

Deploy open models as autoscaling endpoints with one command.

Model fine-tuning

Train and serve custom models on managed infrastructure.

Developer console & API

Terraform, CLI, and REST APIs for full automation.

The honest take

✓ What works

Cheaper than hyperscalers for bursty workloads
Fast instance startup
Clean, modern console
Good H100 availability

✗ What doesn't

Smaller region footprint than AWS/GCP
Ecosystem younger than incumbents
Support tiering on free plans
Some managed services still maturing

Verdict

For AI teams that live and die by GPU cost, Nebius is one of the best-kept secrets of 2026. Start on free credits, then scale to H100s without a sales call.

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