What is the difference between Cohere and Scaleway?

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

Cohere vs Scaleway

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

Cohere

Provider 1

GPUs Available

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Scaleway

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Cohere GPUs

Scaleway GPUs

Direct Comparisons

GPU Pricing Comparison

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

Showing 4 of 4 GPUs

Last updated: 10/6/2026, 7:25:09 PM

GPU Model ↑	Cohere 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: 10Both available: 0Cohere: 2Scaleway: 8

Showing 10 of 10 models

Prices per 1M tokens · Last updated: 10/6/2026, 7:25:09 PM

Model ↑	Cohere	Scaleway	Input Diff ↕
Command R Cohere	$0.150 in $0.600 out	Not available	—
Command R7B Cohere	$0.037 in $0.150 out	Not available	—
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

Cohere

Command Model Family
High-performance generative models combining reasoning, tool orchestration, and multimodal intelligence, supporting 49 languages
North Mini Code
Agentic coding model built for practical software engineering tasks
Aya Multilingual Models
Research-grade multilingual models (8B and 32B) excelling across diverse languages
Transcribe
High-fidelity speech-to-text model supporting 14 languages with robust real-world conversation handling
Embed & Rerank
Multimodal semantic search and relevance optimization for retrieval-augmented generation
Flexible Deployment
Deploy via cloud API, virtual private cloud, on-premises, or Cohere-managed Model Vault

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

Cohere

Advantages

Strong enterprise security and compliance focus
Flexible deployment options including on-premises
Excellent multilingual support with Aya models
Competitive pricing for high-quality models

Considerations

Smaller model ecosystem compared to OpenAI or Anthropic
Less name recognition in consumer AI space
Enterprise features may be overkill for smaller projects

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

Cohere

Scaleway

Pricing Options

Cohere

Pay-as-you-go

Production API keys billed per million input and output tokens, invoiced monthly or once an outstanding balance threshold is reached

Trial API Key

Free rate-limited key created automatically with every account, for development and testing but not commercial use

Model Vault

Dedicated managed inference priced per instance by model and performance tier, billed hourly or via monthly and annual commitments, with Fixed or Flex plans

Enterprise

Custom pricing for the North and Compass platforms, model customization, and private or on-premises deployments

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

Cohere

Get Started

1
Create Cohere account
Sign up at dashboard.cohere.com
2
Get API key
Generate a trial or production API key from the dashboard
3
Install SDK
pip install cohere (Python) or npm install cohere-ai (TypeScript)
4
Make first API call
Call the Chat, Embed, or Rerank endpoint with your API key, or experiment in the dashboard Playground

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

Cohere

Global Regions

Global API access with deployment options including AWS, GCP, Azure, and on-premises installations

Support

Documentation, API reference, release notes, cookbooks, LLM University courses, Discord community, and enterprise support 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.