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Socaity Docs

GPU Providers

Socaity is designed for multiple GPU cloud providers. Each has different regions, GPU types, pricing, and compliance characteristics.

Provider Overview

RunPod
Global

Community GPU cloud with the widest GPU selection and lowest prices. Best for development and cost-sensitive workloads.

Cheapest per-second
Global regions
Widest GPU choice
Community workers
Scaleway
EU

EU-native cloud with data centers in France and the Netherlands. GDPR-native, ISO 27001 certified.

GDPR-native
ISO 27001
EU-only
Predictable pricing
Azure
Enterprise

Microsoft Azure GPU VMs via Socaity-managed tenancy. Enterprise SLA, H100 availability, EU region compliance.

H100 / A100
Enterprise SLA
EU regions
SOC 2 Type II

Deep Comparison

FeatureRunPodScalewayAzure (via Socaity)
Price (A4000 / hr)see socaity.ai/Pricingsee socaity.ai/Pricingsee socaity.ai/Pricing
H100 availabilityLimited (spot)NoYes (reserved)
EU data residencyOptional (not certified)Yes — EEA onlyYes — EEA only
ISO 27001NoYesYes
SOC 2 Type IINoIn progressYes
Cold start (typical)5–15s8–20s6–18s
Uptime SLA99.5%99.9%99.99%
Min billing unit1 GPU-second1 minute1 minute
Support tierCommunityBusinessEnterprise

GPU Types by Provider

Not all GPU models are available on all providers. Use this table to find the right hardware for your model's VRAM requirements.

GPUVRAMRunPodScalewayAzureBest For
RTX 309024 GBSDXL, Whisper, small LLMs
RTX 409024 GBFlux, SDXL, fine-tuning
A400016 GBImage generation, transcription
A100 (40 GB)40 GBLarge LLMs, video, training
A100 (80 GB)80 GBVery large models, batch jobs
H10080 GBFrontier models, fastest inference

Regional Coverage

RegionLocationProviderData SovereigntyStatus
us-east-1Virginia, USARunPod
US
GA
us-west-1Oregon, USARunPod
US
GA
eu-west-1Paris, FranceScaleway
EEA
GA
eu-central-1Frankfurt, GermanyAzure
EEA
GA
eu-north-1Amsterdam, NetherlandsScaleway
EEA
Beta
ap-southeast-1SingaporeRunPod
SG
GA

Provider Decision Guide

You need the lowest possible price

Use

runpod
— community pricing is 30–40% below managed clouds.

You must keep data in the EU (GDPR)

Use

scaleway
— EEA-only data centers with GDPR-native architecture.

You need H100 GPUs or enterprise SLA

Use

azure
— only Azure tier offers H100 with 99.99% uptime SLA.

You are building a prototype or PoC

Use

runpod
— fastest setup, no commitment, switching providers later requires only changing the deploy flag.

You need ISO 27001 or SOC 2 for enterprise sales

Use

azure
— fully certified; Scaleway ISO 27001 also available.

Global multi-region with EU compliance

Use

scaleway + runpod
— use Scaleway for EU traffic, RunPod for US/APAC.

Configuring a Provider

Set the provider in your apipod.json. All other configuration (GPU type, replicas, region) works identically regardless of provider. Provider-specific credentials are supplied via environment variables: SOCAITY_API_KEY (all providers, required), RUNPOD_API_KEY (RunPod direct deploys), and SCALEWAY_SECRET_KEY (Scaleway direct deploys).

apipod.json
{
  "service": {
    "name": "my-model",
    "provider": "scaleway"
  },
  "compute": {
    "gpu": "A4000",
    "region": "eu-west-1"
  }
}