What is the difference between SambaNova and Scaleway?

SambaNova 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: SambaNova 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 SambaNova 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 SambaNova and Scaleway, with 0 models available from both providers.

SambaNova vs Scaleway

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

SambaNova

Provider 1

GPUs Available

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Scaleway

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

SambaNova GPUs

Scaleway GPUs

Direct Comparisons

GPU Pricing Comparison

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

Showing 4 of 4 GPUs

Last updated: 10/6/2026, 11:51:33 PM

GPU Model ↑	SambaNova 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: 12Both available: 1SambaNova: 5Scaleway: 8

Showing 12 of 12 models

Prices per 1M tokens · Last updated: 10/6/2026, 11:51:32 PM

Model ↑	SambaNova	Scaleway	Input Diff ↕
DeepSeek V3.1 DeepSeek	$3.00 in $4.50 out	Not available	—
DeepSeek V3.2 DeepSeek	$3.00 in $4.50 out	Not available	—
Gemma 4 31B Google	$0.380 in $1.15 out	Not available	—
GLM-5.2 Zhipu	Not available	$2.03 in $6.20 out	—
GPT-OSS-120B OpenAI	$0.220 in $0.590 out	$0.169 in $0.676 out	$0.051
Llama 3.3 70B Meta	Not available	$1.01 in $1.01 out	—
MiniMax-M3 MiniMax	$0.600 in $2.40 out	Not available	—
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	Not available	$0.676 in $3.72 out	—

Features Comparison

SambaNova

Custom RDU hardware
Models run on SambaNova's own Reconfigurable Dataflow Units rather than GPUs
OpenAI-compatible API
Chat completions for open models such as DeepSeek, Llama, Gemma, MiniMax and gpt-oss
Prompt caching
Cached input tokens billed at a reduced rate on supported models
Commits and credits
Prepaid commitments alongside pay-as-you-go billing

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

SambaNova

Advantages

Serves models on non-GPU hardware built for inference
Public per-token rates for every served model
OpenAI-compatible endpoints

Considerations

Small model catalog compared with GPU-based inference providers
Some models are priced above other providers of the same open weights
No GPU rental; inference only

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

SambaNova

Scaleway

Pricing Options

SambaNova

Per token

Input, cached input, and output tokens billed per 1M

Commits

Prepaid usage commitments

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

SambaNova

Get Started

1
Create an account
Sign up on SambaNova Cloud
2
Create an API key
Generate a key in the API Keys page
3
Call the API
Point an OpenAI-compatible client at api.sambanova.ai

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

SambaNova

Support

Documentation and the SambaNova Cloud dashboard

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.