What is the difference between Atlas Cloud and Seeweb?

Atlas Cloud 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: Atlas Cloud 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 Atlas Cloud 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 Atlas Cloud and Seeweb, with 0 models available from both providers.

Atlas Cloud vs Seeweb

Compare GPU pricing between Atlas Cloud and Seeweb. Find the best rates for AI training, inference, and ML workloads.

Atlas Cloud

Provider 1

GPUs Available

Visit Website

Seeweb

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Atlas Cloud GPUs

Seeweb GPUs

Direct Comparisons

Average Price Difference: $0.73/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 10Both available: 2Atlas Cloud: 2Seeweb: 10

Showing 10 of 10 GPUs

Last updated: 10/29/2026, 9:10:45 PM

GPU Model ↑	Atlas Cloud Price	Seeweb Price	Price Diff ↕	Sources
A100 PCIe 80GB 80GB VRAM • Seeweb	Not Available	$1.10/hr★ Best	—	Seeweb
A100 PCIe 80GB 80GB VRAM • Not Available Seeweb $1.10/hour Updated: 10/29/2026 ★Best Price Seeweb
A30 24GB VRAM • Seeweb	Not Available	$0.32/hr★ Best	—	Seeweb
A30 24GB VRAM • Not Available Seeweb $0.32/hour Updated: 10/29/2026 ★Best Price Seeweb
H100 SXM 80GB VRAM • Atlas CloudSeeweb	$2.95/hr	$2.10/hr★ Best	↑+$0.85(+40.2%)	Atlas Cloud Seeweb
H100 SXM 80GB VRAM • Atlas Cloud $2.95/hour Updated: 10/27/2026 Seeweb $2.10/hour Updated: 10/29/2026 ★Best Price Price Difference:↑+$0.85(+40.2%) Atlas Cloud Seeweb
H200 141GB VRAM • Atlas CloudSeeweb	$3.50/hr	$2.89/hr★ Best	↑+$0.61(+20.9%)	Atlas Cloud Seeweb
H200 141GB VRAM • Atlas Cloud $3.50/hour Updated: 10/27/2026 Seeweb $2.89/hour Updated: 10/29/2026 ★Best Price Price Difference:↑+$0.61(+20.9%) Atlas Cloud Seeweb
HGX B300 288GB VRAM • Seeweb	Not Available	$5.56/hr★ Best	—	Seeweb
HGX B300 288GB VRAM • Not Available Seeweb $5.56/hour Updated: 10/29/2026 ★Best Price Seeweb
L4 24GB VRAM • Seeweb	Not Available	$0.42/hr★ Best	—	Seeweb
L4 24GB VRAM • Not Available Seeweb $0.42/hour Updated: 10/29/2026 ★Best Price Seeweb
L40S 48GB VRAM • Seeweb	Not Available	$0.95/hr★ Best	—	Seeweb
L40S 48GB VRAM • Not Available Seeweb $0.95/hour Updated: 10/29/2026 ★Best Price Seeweb
MI300X 192GB VRAM • Seeweb	Not Available	$2.62/hr★ Best	—	Seeweb
MI300X 192GB VRAM • Not Available Seeweb $2.62/hour Updated: 10/29/2026 ★Best Price Seeweb
RTX A6000 48GB VRAM • Seeweb	Not Available	$0.82/hr★ Best	—	Seeweb
RTX A6000 48GB VRAM • Not Available Seeweb $0.82/hour Updated: 10/29/2026 ★Best Price Seeweb
RTX PRO 6000 96GB VRAM • Seeweb	Not Available	$1.39/hr★ Best	—	Seeweb
RTX PRO 6000 96GB VRAM • Not Available Seeweb $1.39/hour Updated: 10/29/2026 ★Best Price Seeweb

A100 PCIe 80GB 80GB VRAM • Seeweb	Not Available	$1.10/hr★ Best	—	Seeweb
A100 PCIe 80GB 80GB VRAM • Not Available Seeweb $1.10/hour Updated: 10/29/2026 ★Best Price Seeweb
A30 24GB VRAM • Seeweb	Not Available	$0.32/hr★ Best	—	Seeweb
A30 24GB VRAM • Not Available Seeweb $0.32/hour Updated: 10/29/2026 ★Best Price Seeweb
H100 SXM 80GB VRAM • Atlas CloudSeeweb	$2.95/hr	$2.10/hr★ Best	↑+$0.85(+40.2%)	Atlas Cloud Seeweb
H100 SXM 80GB VRAM • Atlas Cloud $2.95/hour Updated: 10/27/2026 Seeweb $2.10/hour Updated: 10/29/2026 ★Best Price Price Difference:↑+$0.85(+40.2%) Atlas Cloud Seeweb
H200 141GB VRAM • Atlas CloudSeeweb	$3.50/hr	$2.89/hr★ Best	↑+$0.61(+20.9%)	Atlas Cloud Seeweb
H200 141GB VRAM • Atlas Cloud $3.50/hour Updated: 10/27/2026 Seeweb $2.89/hour Updated: 10/29/2026 ★Best Price Price Difference:↑+$0.61(+20.9%) Atlas Cloud Seeweb
HGX B300 288GB VRAM • Seeweb	Not Available	$5.56/hr★ Best	—	Seeweb
HGX B300 288GB VRAM • Not Available Seeweb $5.56/hour Updated: 10/29/2026 ★Best Price Seeweb
L4 24GB VRAM • Seeweb	Not Available	$0.42/hr★ Best	—	Seeweb
L4 24GB VRAM • Not Available Seeweb $0.42/hour Updated: 10/29/2026 ★Best Price Seeweb
L40S 48GB VRAM • Seeweb	Not Available	$0.95/hr★ Best	—	Seeweb
L40S 48GB VRAM • Not Available Seeweb $0.95/hour Updated: 10/29/2026 ★Best Price Seeweb
MI300X 192GB VRAM • Seeweb	Not Available	$2.62/hr★ Best	—	Seeweb
MI300X 192GB VRAM • Not Available Seeweb $2.62/hour Updated: 10/29/2026 ★Best Price Seeweb
RTX A6000 48GB VRAM • Seeweb	Not Available	$0.82/hr★ Best	—	Seeweb
RTX A6000 48GB VRAM • Not Available Seeweb $0.82/hour Updated: 10/29/2026 ★Best Price Seeweb
RTX PRO 6000 96GB VRAM • Seeweb	Not Available	$1.39/hr★ Best	—	Seeweb
RTX PRO 6000 96GB VRAM • Not Available Seeweb $1.39/hour Updated: 10/29/2026 ★Best Price Seeweb

Features Comparison

Atlas Cloud

400+ AI Models
Unified access to models from DeepSeek, Qwen, ByteDance, Black Forest Labs, Luma, MoonshotAI, MiniMax, and more
OpenAI-Compatible API
Drop-in replacement for OpenAI SDK - just change the base URL and API key
Multi-Modal Support
Text, image, video, and audio generation through consistent API patterns
MCP Integration
Use Atlas Cloud AI models directly in Cursor, Claude Desktop, VS Code, and more
GPU Cloud Services
Deploy custom models with Serverless GPU or rent DevPods for development
CLI
Run chat, model discovery, and image or video generation from the terminal

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

Atlas Cloud

Advantages

Unified API for 400+ AI models from multiple providers
OpenAI-compatible interface for easy migration
Multi-modal capabilities (text, image, video, audio)
Developer-friendly with comprehensive documentation

Considerations

Relatively new platform compared to established providers
GPU cloud offering is secondary to API aggregation service
Limited GPU infrastructure details compared to dedicated GPU clouds

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

Atlas Cloud

Model APIs

Access to 400+ AI models through unified API

GPU Cloud

Deploy custom models and development environments

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

Atlas Cloud

Pay-as-you-go

Transparent pricing with volume discounts available for API usage

GPU Cloud Pricing

Flexible pricing for serverless GPU deployments and development pods

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

Atlas Cloud

Get Started

1
Create an account
Sign up for an account at console.atlascloud.ai
2
Get your API key
Generate API keys for authentication
3
Make your first API call
Start using 400+ AI models through the unified API

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

Atlas Cloud

Global Regions

Managed inference infrastructure; specific regions are not published

Support

Comprehensive API documentation, SDK support, FAQ, and contact support

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