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Runpod

Runpod gives AI teams on-demand GPU Pods, autoscaling Serverless endpoints and multi-node Clusters on one platform to train, fine-tune and serve models.

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By Runpod

runpod.io

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Overview

Launch a GPU Pod from a catalog of 30+ GPU models across 31 regions, bring your own Docker container, and pay by the second. Deploy a containerized handler as a Serverless endpoint that scales from zero to many workers and costs nothing while idle. Start multi-node Clusters for distributed training; on-demand Clusters reach 64 GPUs per cluster after a spend-limit increase, with Slurm support and no minimum term. Manage resources through the console, API, CLI and SDKs.
More product details

Product

Solution Kind
Platform

Features

Cloud Computing

Launch on-demand GPU Pods

Deploy autoscaling Serverless GPU endpoints

Limits to check
  • On-demand Clusters: 2 nodes with up to 16 GPUs by default; up to 8 nodes (64 GPUs) after a spend-limit increase
More details & conditions: Cloud Computing

Start multi-node GPU Clusters

Categories: Infrastructure as A Service Solutions

Model Training

Run model training and fine-tuning jobs on GPU Pods and Clusters with your own containers and frameworks

Limits to check
  • Provides GPU compute and environments; model training logic is supplied by the customer

Categories: Machine Learning

Workflow details

Resources
  • Name
    GPU Pods
    Description
    Dedicated GPU instances from a catalog of 30+ GPU models
  • Name
    Serverless endpoints
    Description
    Autoscaling GPU workers behind an API
  • Name
    Clusters
    Description
    Multi-node GPU environments with InfiniBand or RoCE v2 networking
  • Name
    Network storage
    Description
    Persistent network volumes shared across workers

Categories: Infrastructure as A Service Solutions

Metering
  • Name
    Compute billing
    Unit
    second
    Description
    Pods, Serverless workers and Clusters are billed by the second

Categories: Infrastructure as A Service Solutions

Technical details

API

Access
Public
Programmatic access
Yes
Outbound webhooks
Yes

Deployment

Client Channels
  • Browser
  • Cli
  • API
Delivery Models
  • Cloud (SaaS)

Languages & regions

Support Languages
  • en

Security

Assurances
  • Kind
    Certification
    Scope
    Information security management system supporting Runpod's services and platform; certification covers the management system, not individual products.
    Issuer
    Sensiba LLP
    Standard
    ISO/IEC 27001:2022
    Issued on
    Aug 27, 2026
    Expires on
    Aug 26, 2029
  • Kind
    Audit report
    Issuer
    Sensiba LLP
    Standard
    SOC 2 Type II

Support

Channels
  • Email

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