What is the difference between Scaleway and Seeweb?

Scaleway and Seeweb 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: Scaleway or Seeweb?

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 Scaleway and Seeweb?

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 10 different GPU models across both Scaleway and Seeweb, with 0 models available from both providers.

Scaleway vs Seeweb

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

Scaleway

Provider 1

GPUs Available

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Seeweb

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Scaleway GPUs

Seeweb GPUs

Direct Comparisons

Average Price Difference: $0.75/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 10Both available: 3Scaleway: 4Seeweb: 9

Showing 10 of 10 GPUs

Last updated: 10/6/2026, 11:15:46 PM

GPU Model ↑	Scaleway Price	Seeweb Price	Price Diff ↕	Sources
A100 PCIe 80GB 80GB VRAM • Seeweb	Not Available	$1.11/hr★ Best	—	Seeweb
A100 PCIe 80GB 80GB VRAM • Not Available Seeweb $1.11/hour Updated: 10/6/2026 ★Best Price Seeweb
A30 24GB VRAM • Seeweb	Not Available	$0.32/hr★ Best	—	Seeweb
A30 24GB VRAM • Not Available Seeweb $0.32/hour Updated: 10/6/2026 ★Best Price Seeweb
H100 SXM 80GB VRAM • ScalewaySeeweb	$3.21/hr	$2.12/hr★ Best	↑+$1.09(+51.7%)	Scaleway Instances API Seeweb
H100 SXM 80GB VRAM • Scaleway $3.21/hour Updated: 10/6/2026 Seeweb $2.12/hour Updated: 10/6/2026 ★Best Price Price Difference:↑+$1.09(+51.7%) Scaleway Instances API Seeweb
H200 141GB VRAM • Seeweb	Not Available	$2.91/hr★ Best	—	Seeweb
H200 141GB VRAM • Not Available Seeweb $2.91/hour Updated: 10/6/2026 ★Best Price Seeweb
HGX B300 288GB VRAM • Scaleway	$8.40/hr★ Best 8x GPU	Not Available	—	Scaleway Instances API
HGX B300 288GB VRAM • Scaleway $8.40/hour 8x GPU configuration Updated: 10/6/2026 ★Best Price Not Available Scaleway Instances API
L4 24GB VRAM • ScalewaySeeweb	$0.88/hr	$0.43/hr★ Best	↑+$0.46(+107.2%)	Scaleway Instances API Seeweb
L4 24GB VRAM • Scaleway $0.88/hour Updated: 10/6/2026 Seeweb $0.43/hour Updated: 10/6/2026 ★Best Price Price Difference:↑+$0.46(+107.2%) Scaleway Instances API Seeweb
L40S 48GB VRAM • ScalewaySeeweb	$1.65/hr	$0.95/hr★ Best	↑+$0.69(+72.9%)	Scaleway Instances API Seeweb
L40S 48GB VRAM • Scaleway $1.65/hour Updated: 10/6/2026 Seeweb $0.95/hour Updated: 10/6/2026 ★Best Price Price Difference:↑+$0.69(+72.9%) Scaleway Instances API Seeweb
MI300X 192GB VRAM • Seeweb	Not Available	$2.63/hr★ Best	—	Seeweb
MI300X 192GB VRAM • Not Available Seeweb $2.63/hour Updated: 10/6/2026 ★Best Price Seeweb
RTX A6000 48GB VRAM • Seeweb	Not Available	$0.83/hr★ Best	—	Seeweb
RTX A6000 48GB VRAM • Not Available Seeweb $0.83/hour Updated: 10/6/2026 ★Best Price Seeweb
RTX PRO 6000 96GB VRAM • Seeweb	Not Available	$1.40/hr★ Best	—	Seeweb
RTX PRO 6000 96GB VRAM • Not Available Seeweb $1.40/hour Updated: 10/6/2026 ★Best Price Seeweb

A100 PCIe 80GB 80GB VRAM • Seeweb	Not Available	$1.11/hr★ Best	—	Seeweb
A100 PCIe 80GB 80GB VRAM • Not Available Seeweb $1.11/hour Updated: 10/6/2026 ★Best Price Seeweb
A30 24GB VRAM • Seeweb	Not Available	$0.32/hr★ Best	—	Seeweb
A30 24GB VRAM • Not Available Seeweb $0.32/hour Updated: 10/6/2026 ★Best Price Seeweb
H100 SXM 80GB VRAM • ScalewaySeeweb	$3.21/hr	$2.12/hr★ Best	↑+$1.09(+51.7%)	Scaleway Instances API Seeweb
H100 SXM 80GB VRAM • Scaleway $3.21/hour Updated: 10/6/2026 Seeweb $2.12/hour Updated: 10/6/2026 ★Best Price Price Difference:↑+$1.09(+51.7%) Scaleway Instances API Seeweb
H200 141GB VRAM • Seeweb	Not Available	$2.91/hr★ Best	—	Seeweb
H200 141GB VRAM • Not Available Seeweb $2.91/hour Updated: 10/6/2026 ★Best Price Seeweb
HGX B300 288GB VRAM • Scaleway	$8.40/hr★ Best 8x GPU	Not Available	—	Scaleway Instances API
HGX B300 288GB VRAM • Scaleway $8.40/hour 8x GPU configuration Updated: 10/6/2026 ★Best Price Not Available Scaleway Instances API
L4 24GB VRAM • ScalewaySeeweb	$0.88/hr	$0.43/hr★ Best	↑+$0.46(+107.2%)	Scaleway Instances API Seeweb
L4 24GB VRAM • Scaleway $0.88/hour Updated: 10/6/2026 Seeweb $0.43/hour Updated: 10/6/2026 ★Best Price Price Difference:↑+$0.46(+107.2%) Scaleway Instances API Seeweb
L40S 48GB VRAM • ScalewaySeeweb	$1.65/hr	$0.95/hr★ Best	↑+$0.69(+72.9%)	Scaleway Instances API Seeweb
L40S 48GB VRAM • Scaleway $1.65/hour Updated: 10/6/2026 Seeweb $0.95/hour Updated: 10/6/2026 ★Best Price Price Difference:↑+$0.69(+72.9%) Scaleway Instances API Seeweb
MI300X 192GB VRAM • Seeweb	Not Available	$2.63/hr★ Best	—	Seeweb
MI300X 192GB VRAM • Not Available Seeweb $2.63/hour Updated: 10/6/2026 ★Best Price Seeweb
RTX A6000 48GB VRAM • Seeweb	Not Available	$0.83/hr★ Best	—	Seeweb
RTX A6000 48GB VRAM • Not Available Seeweb $0.83/hour Updated: 10/6/2026 ★Best Price Seeweb
RTX PRO 6000 96GB VRAM • Seeweb	Not Available	$1.40/hr★ Best	—	Seeweb
RTX PRO 6000 96GB VRAM • Not Available Seeweb $1.40/hour Updated: 10/6/2026 ★Best Price Seeweb

LLM API Pricing Comparison

Total models: 8Both available: 0Scaleway: 8Seeweb: 0

Showing 8 of 8 models

Prices per 1M tokens · Last updated: 10/6/2026, 11:15:46 PM

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

Features Comparison

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.

Seeweb

Pay Per Use Billing
Hourly billing with no minimum commitment, pay only for what you use
Multi-GPU Configurations
Scale from 1 to 8 GPUs per instance across all available models
Infrastructure as Code
Full Terraform support for automated provisioning and management
Kubernetes Integration
Native Kubernetes support for orchestrating GPU workloads
10 Gbps Networking
High-bandwidth network connectivity for data-intensive workloads
REST API and Snapshots
REST API for server, spot instance, template and snapshot management, with manual or automatic snapshots

Pros & Cons

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

Seeweb

Advantages

Competitive European GPU pricing with no minimum commitment
Ten GPU models spanning current generation (H200, H100, RTX PRO 6000, MI300X) and previous generation (Quadro RTX 6000, A30)
Uptime above 99.99% backed by SLA with penalties
European data centers for GDPR-compliant workloads

Considerations

Primarily European data center presence
Pricing listed in EUR (no native USD billing)
Smaller provider compared to hyperscalers

Compute Services

Scaleway

Seeweb

Cloud Server GPU

On-demand GPU cloud servers with hourly billing and flexible configurations.

Serverless GPU

Managed serverless GPU inference service billed on usage, without provisioning a full instance.

Cloud Server NPU

NPU-accelerated cloud servers for AI inference workloads alongside the GPU lineup.

Pricing Options

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.

Seeweb

On-Demand (Hourly)

Pay-per-hour billing with no commitment

3-Month Commitment

Discounted hourly rate with 3-month commitment

6-Month Commitment

Further discounted rate with 6-month commitment

12-Month Commitment

Best rate with annual commitment

Spot Instances

Reclaimable spare-capacity GPU instances at reduced rates, with termination notice and the option to promote a spot instance to a standard one

Getting Started

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.

Seeweb

Get Started

1
Create Account
Register on the Seeweb platform
2
Select GPU Configuration
Choose GPU model and quantity (1, 2, 4, or 8 GPUs)
3
Deploy Server
Launch your cloud GPU server and start using it

Support & Global Availability

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.

Seeweb

Global Regions

Data centers in Milan (Italy), Frosinone (Italy), Lugano (Switzerland), and Sofia (Bulgaria)

Support

24x7x365 service desk with three support levels (Basic, Global, Proactive) plus pre-sales engineering