Nebius

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No lifecycle review is recorded for this listing. Its inclusion in the directory does not confirm current availability; check the vendor before relying on it.

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An AI cloud offering GPU clusters, managed inference and MLOps tooling built for training through to serving. No lifecycle review is recorded for this listing. Its inclusion in the directory does not confirm current availability; check the vendor before relying on it.

Product preview

Overview

Nebius sells an AI cloud that runs from training through to inference: GPU clusters with InfiniBand, non-virtualised GPUs, serverless and managed inference, and MLOps tooling included rather than bolted on. Its site emphasises self-service provisioning — clusters in minutes — and reliability figures for the hardware fleet.

For anyone choosing between the AI clouds, the differentiators are rarely the accelerator generations, which are the same parts bought from the same supplier. What differs is provisioning speed, interconnect quality, price and support, and how much of the platform you have to assemble yourself — which is why an offering that includes managed inference and MLOps is a different product from raw capacity, even when the GPUs are identical. The claims that need your own testing are the ones about time-to-cluster and reliability, since both are measured under conditions the vendor chooses, and both are what you will actually feel.

Sources

The factual claims in this review were read from the pages below. Each date is when an editor last opened the source, not when the product changed.

Vendor site Checked 2026-09-19

Pros / Cons

Pros

Covers training and serving rather than only renting capacity
Managed inference and MLOps included, which changes how much you build yourself
Self-service provisioning and non-virtualised GPUs

Cons

Time-to-cluster and reliability claims were measured under the vendor's conditions
Accelerators are the same parts other clouds buy, so price and support are the real differentiators
Egress and storage costs sit alongside the hourly rate and were not checked

Who it's for

Training and fine-tuning on managed GPU clusters

Serving models with managed inference

Moving AI workloads off a general-purpose cloud

Scaling from experiments to larger training runs

Bottom line

An AI cloud whose differentiator is the platform around the GPUs, not the GPUs — test time-to-cluster against your own schedule.

Key Features

GPU clusters with InfiniBand

Non-virtualised GPUs

Serverless and managed inference

Built-in MLOps tooling

Self-service cluster provisioning

Frequently asked questions

Is Nebius currently available?

No lifecycle review is recorded for this listing. Its inclusion in the directory does not confirm current availability; check the vendor before relying on it.

What is Nebius?

Nebius is a AI Platforms tool developed by Nebius. An AI cloud offering GPU clusters, managed inference and MLOps tooling built for training through to serving.