What is the difference between Deep Infra and Scaleway?

Deep Infra 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: Deep Infra 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 Deep Infra 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 8 different GPU models across both Deep Infra and Scaleway, with 0 models available from both providers.

Deep Infra vs Scaleway

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

Deep Infra

Provider 1

GPUs Available

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Scaleway

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Deep Infra GPUs

Scaleway GPUs

Direct Comparisons

Average Price Difference: $1.56/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 8Both available: 2Deep Infra: 5Scaleway: 5

Showing 8 of 8 GPUs

Last updated: 11/2/2026, 7:55:35 AM

GPU Model ↑	Deep Infra Price	Scaleway Price	Price Diff ↕	Sources
A100 SXM 80GB VRAM • Deep Infra	$1.49/hr★ Best	Not Available	—	Deep Infra
A100 SXM 80GB VRAM • Deep Infra $1.49/hour Updated: 11/2/2026 ★Best Price Not Available Deep Infra
B200 180GB VRAM • Deep Infra	$4.89/hr★ Best	Not Available	—	Deep Infra
B200 180GB VRAM • Deep Infra $4.89/hour Updated: 11/2/2026 ★Best Price Not Available Deep Infra
H100 PCIe 80GB VRAM • Scaleway	Not Available	$3.20/hr★ Best	—	Scaleway Product Catalog API
H100 PCIe 80GB VRAM • Not Available Scaleway $3.20/hour Updated: 11/2/2026 ★Best Price Scaleway Product Catalog API
H100 SXM 80GB VRAM • Deep InfraScaleway	$2.90/hr★ Best	$3.54/hr 8x GPU	↓$0.64(18.0%)	Deep Infra Scaleway Product Catalog API
H100 SXM 80GB VRAM • Deep Infra $2.90/hour Updated: 11/2/2026 ★Best Price Scaleway $3.54/hour 8x GPU configuration Updated: 11/2/2026 Price Difference:↓$0.64(18.0%) Deep Infra Scaleway Product Catalog API
H200 141GB VRAM • Deep Infra	$3.49/hr★ Best	Not Available	—	Deep Infra
H200 141GB VRAM • Deep Infra $3.49/hour Updated: 11/2/2026 ★Best Price Not Available Deep Infra
HGX B300 288GB VRAM • Deep InfraScaleway	$5.89/hr★ Best	$8.38/hr 8x GPU	↓$2.49(29.7%)	Deep Infra Scaleway Product Catalog API
HGX B300 288GB VRAM • Deep Infra $5.89/hour Updated: 11/2/2026 ★Best Price Scaleway $8.38/hour 8x GPU configuration Updated: 11/2/2026 Price Difference:↓$2.49(29.7%) Deep Infra Scaleway Product Catalog API
L4 24GB VRAM • Scaleway	Not Available	$0.88/hr★ Best	—	Scaleway Product Catalog API
L4 24GB VRAM • Not Available Scaleway $0.88/hour Updated: 11/2/2026 ★Best Price Scaleway Product Catalog API
L40S 48GB VRAM • Scaleway	Not Available	$1.64/hr★ Best	—	Scaleway Product Catalog API
L40S 48GB VRAM • Not Available Scaleway $1.64/hour Updated: 11/2/2026 ★Best Price Scaleway Product Catalog API

A100 SXM 80GB VRAM • Deep Infra	$1.49/hr★ Best	Not Available	—	Deep Infra
A100 SXM 80GB VRAM • Deep Infra $1.49/hour Updated: 11/2/2026 ★Best Price Not Available Deep Infra
B200 180GB VRAM • Deep Infra	$4.89/hr★ Best	Not Available	—	Deep Infra
B200 180GB VRAM • Deep Infra $4.89/hour Updated: 11/2/2026 ★Best Price Not Available Deep Infra
H100 PCIe 80GB VRAM • Scaleway	Not Available	$3.20/hr★ Best	—	Scaleway Product Catalog API
H100 PCIe 80GB VRAM • Not Available Scaleway $3.20/hour Updated: 11/2/2026 ★Best Price Scaleway Product Catalog API
H100 SXM 80GB VRAM • Deep InfraScaleway	$2.90/hr★ Best	$3.54/hr 8x GPU	↓$0.64(18.0%)	Deep Infra Scaleway Product Catalog API
H100 SXM 80GB VRAM • Deep Infra $2.90/hour Updated: 11/2/2026 ★Best Price Scaleway $3.54/hour 8x GPU configuration Updated: 11/2/2026 Price Difference:↓$0.64(18.0%) Deep Infra Scaleway Product Catalog API
H200 141GB VRAM • Deep Infra	$3.49/hr★ Best	Not Available	—	Deep Infra
H200 141GB VRAM • Deep Infra $3.49/hour Updated: 11/2/2026 ★Best Price Not Available Deep Infra
HGX B300 288GB VRAM • Deep InfraScaleway	$5.89/hr★ Best	$8.38/hr 8x GPU	↓$2.49(29.7%)	Deep Infra Scaleway Product Catalog API
HGX B300 288GB VRAM • Deep Infra $5.89/hour Updated: 11/2/2026 ★Best Price Scaleway $8.38/hour 8x GPU configuration Updated: 11/2/2026 Price Difference:↓$2.49(29.7%) Deep Infra Scaleway Product Catalog API
L4 24GB VRAM • Scaleway	Not Available	$0.88/hr★ Best	—	Scaleway Product Catalog API
L4 24GB VRAM • Not Available Scaleway $0.88/hour Updated: 11/2/2026 ★Best Price Scaleway Product Catalog API
L40S 48GB VRAM • Scaleway	Not Available	$1.64/hr★ Best	—	Scaleway Product Catalog API
L40S 48GB VRAM • Not Available Scaleway $1.64/hour Updated: 11/2/2026 ★Best Price Scaleway Product Catalog API

LLM API Pricing Comparison

Total models: 69Both available: 10Deep Infra: 67Scaleway: 12

Showing 15 of 69 models

Prices per 1M tokens · Last updated: 11/2/2026, 7:55:35 AM

Model ↑	Deep Infra	Scaleway	Input Diff ↕
Claude Fable 5 Anthropic	$10.00 in $50.00 out	Not available	—
Claude Haiku 4.5 Anthropic	$1.00 in $5.00 out	Not available	—
Claude Opus 4.7 Anthropic	$5.00 in $25.00 out	Not available	—
Claude Opus 4.8 Anthropic	$5.00 in $25.00 out	Not available	—
Claude Opus 5 Anthropic	$5.00 in $25.00 out	Not available	—
Claude Opus 5.5 Anthropic	$4.00 in $20.00 out	Not available	—
Claude Sonnet 4.6 Anthropic	$3.00 in $15.00 out	Not available	—
Claude Sonnet 5 Anthropic	$3.00 in $15.00 out	Not available	—
Claude Sonnet 5.5 Anthropic	$2.00 in $10.00 out	Not available	—
DeepSeek R1 DeepSeek	$0.500 in $2.15 out	Not available	—
DeepSeek V3 DeepSeek	$0.320 in $0.890 out	Not available	—
DeepSeek V3.1 DeepSeek	$0.250 in $0.950 out	Not available	—
DeepSeek V3.2 DeepSeek	$0.260 in $0.380 out	Not available	—
DeepSeek V4 Flash DeepSeek	$0.060 in $0.180 out	$0.447 in $0.894 out	$0.387
DeepSeek V4 Flash Vision DeepSeek	$0.440 in $1.32 out	Not available	—

Features Comparison

Deep Infra

Drop-in OpenAI Replacement
OpenAI-compatible API for 100+ models including DeepSeek, Qwen, Llama 4, Claude, and Gemini families with autoscaling
Dedicated GPU Rentals
B200 instances with SSH access spin up in about 10 seconds and bill hourly
Custom LLM Deployments
Deploy your own Hugging Face models onto dedicated A100, H100, H200, B200, or B300 GPUs
Transparent GPU Pricing
Published per-GPU hourly rates for A100, H100, H200, B200, and B300 with competitive pricing
Owned Inference Infrastructure
Runs on its own inference-optimized hardware in US-based data centers rather than rented capacity
Comprehensive AI APIs
Support for text generation, vision and OCR, embeddings and reranking, image, video and music generation, and speech recognition and synthesis

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

Deep Infra

Advantages

Simple OpenAI-compatible API alongside controllable GPU rentals
Competitive hourly rates for NVIDIA GPUs including B200 and B300
Fast provisioning with SSH access for dedicated instances (ready in ~10 seconds)
Supports custom deployments in addition to hosted public models

Considerations

Infrastructure is US-based only, with no published international regions
Primarily focused on inference and GPU rentals rather than broader cloud services
Newer player compared to established cloud providers

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

Deep Infra

Serverless Inference

Hosted model APIs with autoscaling on Deep Infra's own inference infrastructure.

Drop-in OpenAI replacement - swap base URL, keep existing code
100+ models including the DeepSeek V4, Qwen 3.7, Llama 4, Claude 5, Gemini 3.5, Gemma 4, GLM-5, Kimi K2.7, and Nemotron 3 families

Dedicated GPU Instances

On-demand GPU nodes with SSH access for custom workloads.

GPU Clusters

Multi-node B200 and B300 clusters with SSH access for training and full-control workloads.

Rent a B200 or B300 cluster and run arbitrary workloads
On-demand DGX B300 configurations billed per instance-hour

Scaleway

Pricing Options

Deep Infra

Serverless pay-per-token

OpenAI-compatible inference APIs billed per input and output token, with no idle GPU time or minimums

Dedicated GPU hourly rates

Published transparent hourly pricing for A100, H100, H200, B200, and B300 GPUs with pay-as-you-go billing

Per-execution-time billing

Non-LLM models are billed for inference execution time rather than per token

Cached input pricing

Prompt-cached input tokens are billed at a lower rate than uncached input tokens

No long-term commitments

Flexible hourly billing for dedicated instances with no prepayments, contracts, or minimums required

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

Deep Infra

Get Started

1
Create an account
Sign up (GitHub-supported) and open the Deep Infra dashboard
2
Enable billing
Add a payment method to unlock GPU rentals and API usage
3
Pick a GPU option
Choose serverless APIs or dedicated A100, H100, H200, B200, or B300 instances
4
Launch and connect
Start instances with SSH access or call the OpenAI-compatible API endpoints
5
Monitor usage
Track spend and instance status from the dashboard and shut down when idle

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

Deep Infra

Global Regions

Runs on self-operated, inference-optimized infrastructure in US-based data centers; no international region list is published.

Support

Documentation site, dashboard guidance, Discord community, feedback email (feedback@deepinfra.com), and contact-sales options.

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.