Scale Compute. Spark Intelligence.
WorkloadsTrainingInferenceAgentsFine-tuningNotebooks
v-sigma
Hyperscalers— high availability overall
3
moderate availability
AWS
24 regions
$5.20
response time 27ms
moderate availability
Google Cloud
28 regions
$5.19
response time 37ms
high availability
Azure
32 regions
$4.74
response time 36ms
Neoclouds— high availability overall
6
high availability
CoreWeave
12 regions
$3.59
response time 55ms
high availability
Lambda
6 regions
$3.17
response time 74ms
high availability
Nebius
5 regions
$3.07
response time 67ms
high availability
Together AI
7 regions
$3.65
response time 62ms
moderate availability
RunPod
14 regions
$3.08
response time 73ms
high availability
Modal
8 regions
$3.90
response time 37ms
Your infrastructure— high availability overall
4
high availability
On-prem
high availability
Kubernetes
high availability
Slurm
high availability
Others
Availabilityhighmoderatelow
worldwide
providers per site
Availabilityhighmoderatelow
17 regions · 13 providers · availability illustrative
By areasites · providers
- Americas6·9
- Europe5·6
- Asia Pacific5·5
- Middle East1·2
N. VirginiaAmericas
- Availability
- High
6 providers
- AWS
- Google Cloud
- Azure
- CoreWeave
- Lambda
- RunPod
Features
Kubernetes Native
GPU provisioning is as simple as defining Kubernetes labels.
One API, Run Everywhere
Hyperscalers, Neoclouds and self-managed infrastructure behind a single interface.
Open Source
Built on Nebula, licensed Apache-2.0. Public, and open to contribution.