What is the difference between Cerebras and Scaleway?

Cerebras and Scaleway are both cloud GPU providers offering different pricing models, features, and GPU availability. Use our comparison tool to see real-time pricing and feature differences.

Which is cheaper: Cerebras or Scaleway?

Pricing varies by GPU model and usage requirements. Check our real-time comparison table to find the best deals for your specific needs.

Can I switch between Cerebras and Scaleway?

Yes, both providers offer flexible cloud GPU services. However, consider factors like data transfer costs, setup time, and specific features when switching between providers.

How many GPU models are available for comparison?

We track pricing for 4 different GPU models across both Cerebras and Scaleway, with 0 models available from both providers.

Cerebras vs Scaleway

Compare GPU and LLM inference API pricing between Cerebras and Scaleway. Find the best rates for AI training, inference, and ML workloads.

Cerebras

Provider 1

GPUs Available

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Scaleway

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Cerebras GPUs

Scaleway GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 4Both available: 0Cerebras: 0Scaleway: 4

Showing 4 of 4 GPUs

Last updated: 10/6/2026, 11:51:35 PM

GPU Model ↑	Cerebras Price	Scaleway Price	Price Diff ↕	Sources
H100 SXM 80GB VRAM • Scaleway	Not Available	$3.21/hr★ Best	—	Scaleway Instances API
H100 SXM 80GB VRAM • Not Available Scaleway $3.21/hour Updated: 10/6/2026 ★Best Price Scaleway Instances API
HGX B300 288GB VRAM • Scaleway	Not Available	$8.40/hr★ Best 8x GPU	—	Scaleway Instances API
HGX B300 288GB VRAM • Not Available Scaleway $8.40/hour 8x GPU configuration Updated: 10/6/2026 ★Best Price Scaleway Instances API
L4 24GB VRAM • Scaleway	Not Available	$0.88/hr★ Best	—	Scaleway Instances API
L4 24GB VRAM • Not Available Scaleway $0.88/hour Updated: 10/6/2026 ★Best Price Scaleway Instances API
L40S 48GB VRAM • Scaleway	Not Available	$1.65/hr★ Best	—	Scaleway Instances API
L40S 48GB VRAM • Not Available Scaleway $1.65/hour Updated: 10/6/2026 ★Best Price Scaleway Instances API

H100 SXM 80GB VRAM • Scaleway	Not Available	$3.21/hr★ Best	—	Scaleway Instances API
H100 SXM 80GB VRAM • Not Available Scaleway $3.21/hour Updated: 10/6/2026 ★Best Price Scaleway Instances API
HGX B300 288GB VRAM • Scaleway	Not Available	$8.40/hr★ Best 8x GPU	—	Scaleway Instances API
HGX B300 288GB VRAM • Not Available Scaleway $8.40/hour 8x GPU configuration Updated: 10/6/2026 ★Best Price Scaleway Instances API
L4 24GB VRAM • Scaleway	Not Available	$0.88/hr★ Best	—	Scaleway Instances API
L4 24GB VRAM • Not Available Scaleway $0.88/hour Updated: 10/6/2026 ★Best Price Scaleway Instances API
L40S 48GB VRAM • Scaleway	Not Available	$1.65/hr★ Best	—	Scaleway Instances API
L40S 48GB VRAM • Not Available Scaleway $1.65/hour Updated: 10/6/2026 ★Best Price Scaleway Instances API

LLM API Pricing Comparison

Total models: 8Both available: 2Cerebras: 2Scaleway: 8

Showing 8 of 8 models

Prices per 1M tokens · Last updated: 10/6/2026, 11:51:34 PM

Model ↑	Cerebras	Scaleway	Input Diff ↕
GLM-5.2 Zhipu	Not available	$2.03 in $6.20 out	—
GPT-OSS-120B OpenAI	$0.350 in $0.750 out	$0.169 in $0.676 out	$0.181
Llama 3.3 70B Meta	Not available	$1.01 in $1.01 out	—
Mistral Medium 3.5 Mistral	Not available	$1.69 in $8.45 out	—
Qwen 3 Coder 30B Alibaba	Not available	$0.225 in $0.901 out	—
Qwen3.5 397B A17B Alibaba	Not available	$0.676 in $4.06 out	—
Qwen3.6 35B A3B Alibaba	Not available	$0.282 in $1.69 out	—
Qwen3.8 27B Alibaba	$0.990 in $1.49 out	$0.676 in $3.72 out	$0.314

Features Comparison

Cerebras

Wafer-Scale Inference
Models run on the Cerebras Wafer-Scale Engine, which keeps model weights in on-chip SRAM to reach published speeds in the thousands of tokens per second
OpenAI-Compatible API
Chat Completions and Completions endpoints at api.cerebras.ai/v1, usable from the OpenAI SDKs or the Cerebras Python and TypeScript SDKs
Open-Weight Model Catalog
Public endpoints serve unmodified open-weight models such as OpenAI GPT OSS and Qwen, with a documented policy of no pruning on hosted models
Reasoning and Tool Calling
Configurable reasoning effort, streaming, structured outputs, parallel tool calling, and prompt caching across the catalog
Image Inputs
Vision-capable models accept PNG and JPEG images alongside text
Dedicated Endpoints
Private, provisioned endpoints on reserved capacity with fine-tuning, weight management, and additional model families, arranged through sales

Scaleway

GPU Instances
L4, L40S, H100 (PCIe and SXM) and B300-SXM (Blackwell) GPU instances in configurations from 1 to 8 GPUs.
Generative APIs
Serverless, pay-per-token access to hosted chat, vision, embedding and audio models, plus dedicated GPU deployments for models that need isolated capacity.
Bare Metal
Dedibox dedicated servers and cloud-integrated Elastic Metal alongside GPU and virtual instance compute.
Managed Kubernetes
Kapsule and Kosmos managed Kubernetes offerings for containerized workloads.
EU Data Sovereignty
Infrastructure across multiple multi-availability-zone European regions, with data residency in the EU.
Automation Tooling
Console, API, CLI and Terraform provider for provisioning and lifecycle automation.

Pros & Cons

Cerebras

Advantages

Published throughput in the thousands of tokens per second on public models
Drop-in OpenAI-compatible API with first-party Python and TypeScript SDKs
Serves original, unpruned open-weight models with a stated no-modification policy
Free trial credits on signup, then self-serve pay-as-you-go

Considerations

Very small public model catalog compared with GPU-based inference providers
Free-tier context windows are roughly half the paid-tier limits
Preview models can be withdrawn and are not intended for production use

Scaleway

Advantages

GPU lineup spanning L4 through B300-SXM (Blackwell) in 1-8 GPU configurations
Two inference paths: serverless per-token Generative APIs and dedicated GPU deployments for the same model catalog
European headquarters with data residency across multiple multi-AZ EU regions
Free tier for trying Generative APIs, including a token allowance and audio transcription minutes

Considerations

On-demand hourly pricing only; no reserved or spot pricing published for GPU Instances
Some GPU types are limited to specific availability zones
Faster support response times require a paid support plan

Compute Services

Cerebras

Scaleway

Pricing Options

Cerebras

Free Trial

Time-limited credits granted on signup, with lower rate limits and context windows than paid tiers

Developer (Pay as You Go)

Prepaid credits billed per million input and output tokens at published per-model rates

Enterprise and Dedicated Endpoints

Reserved capacity, higher rate limits, and additional models on custom terms through sales

Scaleway

On-demand GPU Instances

Hourly per-instance billing for L4, L40S, H100 and B300-SXM configurations, with no reserved or spot options.

Generative APIs - Serverless

Pay-per-token billing for hosted chat, vision, embedding and audio models, with a discount for Batches API requests.

Generative APIs - Dedicated Deployment

Hourly billing by GPU resource type for isolated model hosting.

Bare Metal

Dedibox and Elastic Metal dedicated servers, billed separately from GPU compute.

Getting Started

Cerebras

Get Started

1
Create an account
Sign up at cloud.cerebras.ai and add a payment method to activate the free trial
2
Get an API key
Generate a key from the Cloud Console
3
Install an SDK
pip install cerebras_cloud_sdk or npm install @cerebras/cerebras_cloud_sdk, or use the OpenAI SDK pointed at api.cerebras.ai/v1
4
Make a request
Call chat completions with a model ID from the catalog, such as gpt-oss-120b

Scaleway

Get Started

1
Create an account
Sign up in the Scaleway console and complete identity verification.
2
Choose a region
Select an availability zone; some GPU types are limited to specific zones.
3
Launch a GPU Instance or call a Generative API
Provision a GPU Instance from the console, API, CLI or Terraform, or call a hosted model through the Generative APIs.
4
Connect and deploy
Connect to the running instance, or integrate the API endpoint into an application.
5
Monitor usage and get support
Track consumption in the console and reach support via ticket, with paid plans offering hotline access.

Support & Global Availability

Cerebras

Global Regions

Cerebras-operated data centers in North America, with expansion into Europe; no region selection on the public API

Support

Documentation and API reference, model-specific guides, Cloud Console usage monitoring, Discord community, and enterprise support for dedicated customers

Scaleway

Global Regions

GPU Instances span multiple multi-availability-zone regions in Europe; Generative APIs (serverless and dedicated) are currently served from the Paris region.

Support

24/7 ticket support included on every plan; paid Advanced, Business and Enterprise tiers add hotline access, faster response times and, on Enterprise, a dedicated technical account manager. Additional resources include documentation, a community Slack and a public status page; support is offered in English and French.