What is the difference between Bentaus and Scaleway?

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

Bentaus vs Scaleway

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

Bentaus

Provider 1

GPUs Available

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Scaleway

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Bentaus GPUs

Scaleway GPUs

Direct Comparisons

Average Price Difference: $4.05/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 4Both available: 1Bentaus: 1Scaleway: 4

Showing 4 of 4 GPUs

Last updated: 10/6/2026, 11:09:20 PM

GPU Model ↑	Bentaus 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 • BentausScaleway	$4.35/hr★ Best 8x GPU	$8.40/hr 8x GPU	↓$4.05(48.2%)	Bentaus Scaleway Instances API
HGX B300 288GB VRAM • Bentaus $4.35/hour 8x GPU configuration Updated: 10/6/2026 ★Best Price Scaleway $8.40/hour 8x GPU configuration Updated: 10/6/2026 Price Difference:↓$4.05(48.2%) Bentaus 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 • BentausScaleway	$4.35/hr★ Best 8x GPU	$8.40/hr 8x GPU	↓$4.05(48.2%)	Bentaus Scaleway Instances API
HGX B300 288GB VRAM • Bentaus $4.35/hour 8x GPU configuration Updated: 10/6/2026 ★Best Price Scaleway $8.40/hour 8x GPU configuration Updated: 10/6/2026 Price Difference:↓$4.05(48.2%) Bentaus 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: 0Bentaus: 0Scaleway: 8

Showing 8 of 8 models

Prices per 1M tokens · Last updated: 10/6/2026, 11:09:20 PM

Model ↑	Bentaus	Scaleway	Input Diff ↕
GLM-5.2 Zhipu	Not available	$2.03 in $6.20 out	—
GPT-OSS-120B OpenAI	Not available	$0.169 in $0.676 out	—
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	Not available	$0.676 in $3.72 out	—

Features Comparison

Bentaus

HGX B300 nodes
Eight-GPU NVIDIA HGX B300 (Blackwell Ultra) nodes with 288 GB HBM3e per GPU, NVLink within the node and 400G InfiniBand between nodes
Owned energy infrastructure
Capacity is deployed on power infrastructure Bentaus develops and operates itself, including generation, battery backup and liquid-cooled facilities
Ziani orchestration
Proprietary software that coordinates compute, power and energy assets in real time, letting GPU load respond to grid signals while keeping workload SLAs
Sales-assisted provisioning
Every order goes through an ordering form and a solutions architect; there is no instant single-GPU deployment
Dedicated AI factories
Fully isolated clusters designed to the customer's specification, with monitoring, support and SLAs, under a custom contract

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

Bentaus

Advantages

Published per-GPU-hour price ranges for both on-demand and reserved B300 capacity, which most node-scale providers keep quote-only
Reserved capacity is described as guaranteed, non-interruptible and rate-locked for the term
Vertically integrated: the same company owns the power, the facility and the GPUs
Capacity advertised as available now rather than on a waitlist

Considerations

Minimum order is one eight-GPU node, so the hourly floor is eight times the per-GPU rate; there is no single-GPU option
Provisioning is sales-assisted through a solutions architect, not self-service or instant
Regions, billing increment, minimum rental duration and reserved term lengths are not disclosed

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

Bentaus

GPU-as-a-Service

HGX B300 nodes sold by the GPU-hour in eight-GPU node increments

On-demand capacity for burst inference and training
Reserved capacity with priority access and a locked rate

AI Factory

Dedicated, fully isolated GPU clusters designed to the customer's specification

Full cluster isolation
Monitoring, support and SLAs

Scaleway

Pricing Options

Bentaus

On-demand

Per-GPU-hour pricing published as a range, sold in eight-GPU node increments and provisioned through sales; the low end is a starting rate

Reserved

Lower per-GPU-hour range with guaranteed capacity, priority access and a rate locked for a custom term length agreed with sales

AI Factory

Custom contract pricing for a dedicated, isolated cluster; no published rate

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

Bentaus

Get Started

1
Size the deployment
Use the ordering form on the B300 page to state how many eight-GPU nodes you need, your workload type, timeline and whether you want on-demand, reserved or a custom environment
2
Talk to a solutions architect
A Bentaus solutions architect follows up to confirm configuration, term and pricing within the published range
3
Deploy
On-demand and reserved nodes are provisioned on Bentaus-operated infrastructure; AI factory clusters are designed and built to the agreed specification

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

Bentaus

Global Regions

Not disclosed; Bentaus operates on US grid infrastructure and its demand-response deployments have been in ERCOT (Texas)

Support

Solutions architect assigned per order; AI factory clusters include monitoring, support and SLAs. Enquiries via the contact page.

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.