Servers for AI, not another AWS

Servers for AI, not another AWS

RAW offers dedicated GPU and CPU servers specifically built for AI workloads — provision real metal with root access and CUDA via a single API. It emphasizes low cost (claims up to 100× cheaper than AWS), $0 egress, fast provisioning, and enterprise features for inference, training, agents, and vector databases.

Servers for AI, not another AWS is developer tools software teams evaluate for developer tools. Use this page to review pricing, integration signals, and the best alternatives before you commit.

Paid API Enterprise 80/100
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Quick Overview

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What it does

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Best fit

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Pricing snapshot

Paid from $9/mo

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RAW provides dedicated GPU and CPU servers purpose-built for AI workloads, accessible via a single REST API. The product emphasizes real metal, full root access, CUDA-ready Linux, NVMe storage, and unlimited bandwidth with $0 egress. It targets inference (vLLM, Ollama, TGI), training and fine-tuning (full CUDA, large VRAM), AI agents (persistent always-on workers), and vector databases (Qdrant, pgvector, Milvus) on dedicated hardware.

RAW positions itself as an alternative to cloud providers like AWS by offering per-server flat pricing, no shared GPUs or hypervisor tax, fast provisioning (example: GPU live in 3 seconds), GDPR EU regions, and enterprise security controls including SOC 2 Type II.

Servers for AI. 100% API to create and scale GPU and CPU servers. 100× cheaper, 100× faster, 100× better than AWS. CPU from $9/mo. GPU from $304/mo.

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Key Features

100% API provisioning

Create, resize, rebuild, and destroy dedicated servers over a single REST API with bearer tokens and JSON; example endpoint POST /deploy is shown.

Dedicated CUDA GPUs

Dedicated NVIDIA GPUs with full CUDA support; no time-sliced/shared GPUs and explicit support for vLLM, Ollama, PyTorch and Llama inference and training.

Full root access

Real Linux root SSH access on provisioned servers so you can install anything and keep weights on disk.

Fast provisioning

GPU instances can be created in seconds (advertised GPU live in 3 seconds) and SSH as root immediately.

Unlimited bandwidth and $0 egress

Unlimited bandwidth included and $0 egress is highlighted as a core cost advantage versus typical cloud providers.

NVMe storage

Dedicated NVMe storage on CPU and GPU servers suitable for models, datasets, and vector DBs.

Per-second billing and scale via API

Per-second billing is mentioned and users can scale fleets programmatically (POST /deploy in a loop).

EU/GDPR-ready regions

Multiple regions including Frankfurt and Dublin are called out to support GDPR and EU inference.

CLI & documented workflows

Installable CLI (example: curl -s https://get.rawhq.io | sh) and references to docs and examples on the site.

Pricing

CPU - small

$9/mo
  • 2 vCPU · 4 GB · 40 GB NVMe
  • Dedicated CPU server for agents and vector DBs

CPU - medium

$21/mo
  • 8 vCPU · 16 GB · 160 GB NVMe

CPU - large

$1,088/mo
  • 48 vCPU · 192 GB · 960 GB NVMe

GPU - inference

$304/mo
  • 20 GB VRAM, suitable for model inference

GPU - training

$1,510/mo
  • 96 GB VRAM · 256 GB RAM, for training and fine-tunes

GPU - max

$2,914/mo
  • 96 GB VRAM · 768 GB RAM, largest offered GPU server

Use Cases

LLM inference

Run vLLM, Ollama, TGI and OpenAI-compatible endpoints on dedicated GPUs for low-latency inference of Llama, Mistral and other models.

Training and fine-tuning

Full CUDA-enabled servers with large VRAM (examples: 96 GB VRAM) and NVMe for fine-tuning LoRA or training from scratch without cloud GPU waitlists.

AI agents and workers

Create persistent always-on servers, install your agent, and scale worker fleets via the API for agent-based workloads.

Vector databases

Host Qdrant, pgvector, or Milvus on dedicated NVMe without noisy neighbors to preserve recall latency.

Fleet scaling and CI-driven autoscaling

Programmatically deploy, resize, and tear down fleets from CI or orchestration with the same API and pricing per box.

Integrations

vLLM / Ollama / TGI

Supported inference frameworks and LLM servers to run models on the provided GPUs.

PyTorch & CUDA

Full CUDA support and PyTorch for training and fine-tuning workflows.

Llama / Mistral / DeepSeek

Model families explicitly referenced as supported for inference.

Vector DBs (Qdrant, pgvector, Milvus)

Options for running vector databases on dedicated NVMe storage.

OpenAI-compatible endpoints

Mentions OpenAI-compatible endpoints for inference compatibility.

Benefits

Lower cost claims versus major cloud providers (advertised as up to 100× cheaper than AWS/Bedrock/SageMaker).
Dedicated hardware and full root access ensure data and models remain on single-tenant machines.
Fast, API-driven provisioning and per-second billing enable ephemeral workloads and tight CI/CD integration.

Limitations

Region coverage is limited to the listed regions (Frankfurt, Dublin, Ashburn, Hillsboro, Singapore).
API-first model: provisioning and scaling are primarily via API (no traditional AWS-style web console workflow emphasized).

Frequently Asked Questions

No verified FAQs are available.

Getting Started

  1. 1 Install the CLI: curl -s https://get.rawhq.io | sh
  2. 2 Provision a server via the API (example): POST https://api.rawhq.io/deploy -d '{"type":"raw-gpu-44"}'
  3. 3 SSH into the provisioned server as root, install your stack (CUDA, PyTorch, vLLM, etc.), and scale additional servers via the same API endpoint.

Support

docs

Site references 'Read the docs' and provides documentation resources for API and provisioning.

blog

Blog and Changelog links are present on the site for updates and release notes.

status

Status page link is listed on the site for operational information.

contact

Contact link is available on the site ('Contact us').

API

Available: Yes
Documentation:

Read the docs (site references API docs and examples such as POST /deploy and curl examples)

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