---
title: "Cerebrium: Serverless GPUs and AI Model Hosting"
description: "Deploy LLMs, agents, voice and vision on serverless GPUs in South Africa with fast cold starts, autoscaling and per‑second billing."
canonical_url: "https://liners.com/cerebrium"
markdown_url: "https://liners.com/cerebrium.md"
type: "product"
language: "en"
image: "https://assets.liners.com/storage/v1/object/public/media/tools/cerebrium/screenshot.webp?v=1781881976392"
published_at: "2026-03-25T11:42:15.289Z"
updated_at: "2026-09-18T03:01:04.365Z"
---

# Cerebrium: Serverless GPUs and AI Model Hosting

Deploy LLMs, agents, voice and vision on serverless GPUs in South Africa with fast cold starts, autoscaling and per‑second billing.

## Breadcrumbs

- [Developer Tools & Cloud](/categories/developer-tools-cloud)
- [Cerebrium](/cerebrium)

## Summary

Deploy real-time AI apps on serverless GPUs

A serverless AI infrastructure platform for developers and ML teams to deploy LLMs, agents, and vision models with low cold starts, autoscaling, and per-second billing.

## Product details

| Field | Value |
| --- | --- |
| Website | https://www.cerebrium.ai/ |
| Tagline | Deploy real-time AI apps on serverless GPUs |
| Primary country | South Africa |
| Platforms | Web, API |
| Average rating |  |
| Published reviews | 0 |
| Verified listing | No |

## About the product

Cerebrium is a **serverless AI infrastructure** platform for developers and ML teams building real-time AI applications such as **LLMs, agents, voice, and vision** workloads.

Key capabilities include:

- **Serverless GPUs with fast cold starts**: Applications start in **2 seconds or less on average**, supporting real-time inference use cases.
- **Auto-scaling and multi-region deployments**: Scale from **zero to thousands of containers/requests** and deploy across regions for performance and compliance needs.
- **Multiple endpoint types for inference**: Expose workloads via **REST**, **WebSocket** for real-time interactions, and **streaming endpoints** to send tokens/chunks as they generate.
- **Operational tooling for production**: **Batching** and **concurrency** controls for throughput, **asynchronous jobs** for background workloads (for example, training tasks), **distributed storage** for weights/logs/artifacts, **OpenTelemetry** for metrics/traces/logs, plus **CI/CD with gradual rollouts**, **secrets management**, and **bring-your-own runtime** via custom Dockerfiles.

Available on **Web** (dashboard) and via **API endpoints**.

Built for **B2B users**, including software developers, machine learning engineers, data scientists, startups, and enterprises deploying latency-sensitive AI services.

Notable context: the platform lists **SOC 2, HIPAA, and ISO 27001 compliance**, targets high-reliability deployments with a stated **99.999% uptime**, provides **per-second usage pricing** with **$30 free credit** on signup, and includes case studies relevant to teams building voice, video, and “digital human” experiences (for example Tavus, Lelapa AI, and bitHuman).

## Features

- [Developer Tools & Cloud](/categories/developer-tools-cloud): Category
- [AI-Powered](/tags/ai-powered): Product feature or technology
- [B2B](/tags/b2b): Product feature or technology
- [CI/CD](/tags/ci-cd): Product feature or technology
- [Cloud & Web Hosting](/tags/cloud-hosting): Product feature or technology
- [South Africa](/countries/south-africa): Market

## Related pages

- [Alternatives](/cerebrium/alternatives)
- [Reviews](/cerebrium/reviews)
- [Transparency](/cerebrium/transparency)

## Access and citation

- [Canonical HTML page](https://liners.com/cerebrium)
- [Markdown route index](/sitemap.md)
- [Agent access guide](/llms.txt)