What is the difference between GMI Cloud and Seeweb?

GMI 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: GMI 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 GMI 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 11 different GPU models across both GMI Cloud and Seeweb, with 0 models available from both providers.

GMI Cloud vs Seeweb

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

GMI Cloud

Provider 1

GPUs Available

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Seeweb

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

GMI Cloud GPUs

Seeweb GPUs

Direct Comparisons

Average Price Difference: $0.25/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 11Both available: 2GMI Cloud: 4Seeweb: 9

Showing 11 of 11 GPUs

Last updated: 9/29/2026, 9:53:35 PM

GPU Model ↑	GMI Cloud Price	Seeweb Price	Price Diff ↕	Sources
A100 SXM 80GB VRAM • Seeweb	Not Available	$1.13/hr★ Best	—	Seeweb
A100 SXM 80GB VRAM • Not Available Seeweb $1.13/hour Updated: 9/29/2026 ★Best Price Seeweb
A30 24GB VRAM • Seeweb	Not Available	$0.33/hr★ Best	—	Seeweb
A30 24GB VRAM • Not Available Seeweb $0.33/hour Updated: 9/29/2026 ★Best Price Seeweb
B200 180GB VRAM • GMI Cloud	$4.00/hr★ Best	Not Available	—	GMI Cloud
B200 180GB VRAM • GMI Cloud $4.00/hour Updated: 9/29/2026 ★Best Price Not Available GMI Cloud
GB200 384GB VRAM • GMI Cloud	$8.00/hr★ Best	Not Available	—	GMI Cloud
GB200 384GB VRAM • GMI Cloud $8.00/hour Updated: 9/29/2026 ★Best Price Not Available GMI Cloud
H100 SXM 80GB VRAM • GMI CloudSeeweb	$2.00/hr★ Best	$2.15/hr	↓$0.15(7.0%)	GMI Cloud Seeweb
H100 SXM 80GB VRAM • GMI Cloud $2.00/hour Updated: 9/29/2026 ★Best Price Seeweb $2.15/hour Updated: 9/29/2026 Price Difference:↓$0.15(7.0%) GMI Cloud Seeweb
H200 141GB VRAM • GMI CloudSeeweb	$2.60/hr★ Best	$2.96/hr	↓$0.36(12.1%)	GMI Cloud Seeweb
H200 141GB VRAM • GMI Cloud $2.60/hour Updated: 9/29/2026 ★Best Price Seeweb $2.96/hour Updated: 9/29/2026 Price Difference:↓$0.36(12.1%) GMI Cloud Seeweb
L4 24GB VRAM • Seeweb	Not Available	$0.43/hr★ Best	—	Seeweb
L4 24GB VRAM • Not Available Seeweb $0.43/hour Updated: 9/29/2026 ★Best Price Seeweb
L40S 48GB VRAM • Seeweb	Not Available	$0.97/hr★ Best	—	Seeweb
L40S 48GB VRAM • Not Available Seeweb $0.97/hour Updated: 9/29/2026 ★Best Price Seeweb
MI300X 192GB VRAM • Seeweb	Not Available	$2.67/hr★ Best	—	Seeweb
MI300X 192GB VRAM • Not Available Seeweb $2.67/hour Updated: 9/29/2026 ★Best Price Seeweb
RTX A6000 48GB VRAM • Seeweb	Not Available	$0.84/hr★ Best	—	Seeweb
RTX A6000 48GB VRAM • Not Available Seeweb $0.84/hour Updated: 9/29/2026 ★Best Price Seeweb
RTX PRO 6000 96GB VRAM • Seeweb	Not Available	$1.42/hr★ Best	—	Seeweb
RTX PRO 6000 96GB VRAM • Not Available Seeweb $1.42/hour Updated: 9/29/2026 ★Best Price Seeweb

A100 SXM 80GB VRAM • Seeweb	Not Available	$1.13/hr★ Best	—	Seeweb
A100 SXM 80GB VRAM • Not Available Seeweb $1.13/hour Updated: 9/29/2026 ★Best Price Seeweb
A30 24GB VRAM • Seeweb	Not Available	$0.33/hr★ Best	—	Seeweb
A30 24GB VRAM • Not Available Seeweb $0.33/hour Updated: 9/29/2026 ★Best Price Seeweb
B200 180GB VRAM • GMI Cloud	$4.00/hr★ Best	Not Available	—	GMI Cloud
B200 180GB VRAM • GMI Cloud $4.00/hour Updated: 9/29/2026 ★Best Price Not Available GMI Cloud
GB200 384GB VRAM • GMI Cloud	$8.00/hr★ Best	Not Available	—	GMI Cloud
GB200 384GB VRAM • GMI Cloud $8.00/hour Updated: 9/29/2026 ★Best Price Not Available GMI Cloud
H100 SXM 80GB VRAM • GMI CloudSeeweb	$2.00/hr★ Best	$2.15/hr	↓$0.15(7.0%)	GMI Cloud Seeweb
H100 SXM 80GB VRAM • GMI Cloud $2.00/hour Updated: 9/29/2026 ★Best Price Seeweb $2.15/hour Updated: 9/29/2026 Price Difference:↓$0.15(7.0%) GMI Cloud Seeweb
H200 141GB VRAM • GMI CloudSeeweb	$2.60/hr★ Best	$2.96/hr	↓$0.36(12.1%)	GMI Cloud Seeweb
H200 141GB VRAM • GMI Cloud $2.60/hour Updated: 9/29/2026 ★Best Price Seeweb $2.96/hour Updated: 9/29/2026 Price Difference:↓$0.36(12.1%) GMI Cloud Seeweb
L4 24GB VRAM • Seeweb	Not Available	$0.43/hr★ Best	—	Seeweb
L4 24GB VRAM • Not Available Seeweb $0.43/hour Updated: 9/29/2026 ★Best Price Seeweb
L40S 48GB VRAM • Seeweb	Not Available	$0.97/hr★ Best	—	Seeweb
L40S 48GB VRAM • Not Available Seeweb $0.97/hour Updated: 9/29/2026 ★Best Price Seeweb
MI300X 192GB VRAM • Seeweb	Not Available	$2.67/hr★ Best	—	Seeweb
MI300X 192GB VRAM • Not Available Seeweb $2.67/hour Updated: 9/29/2026 ★Best Price Seeweb
RTX A6000 48GB VRAM • Seeweb	Not Available	$0.84/hr★ Best	—	Seeweb
RTX A6000 48GB VRAM • Not Available Seeweb $0.84/hour Updated: 9/29/2026 ★Best Price Seeweb
RTX PRO 6000 96GB VRAM • Seeweb	Not Available	$1.42/hr★ Best	—	Seeweb
RTX PRO 6000 96GB VRAM • Not Available Seeweb $1.42/hour Updated: 9/29/2026 ★Best Price Seeweb

LLM API Pricing Comparison

Total models: 65Both available: 0GMI Cloud: 65Seeweb: 0

Showing 15 of 65 models

Prices per 1M tokens · Last updated: 9/29/2026, 9:53:35 PM

Model ↑	GMI Cloud	Seeweb	Input Diff ↕
DeepSeek R1 DeepSeek	$0.570 in $2.29 out	Not available	—
DeepSeek V3 DeepSeek	$0.290 in $1.14 out	Not available	—
DeepSeek V3.2 DeepSeek	$0.209 in $0.310 out	Not available	—
DeepSeek V4 Flash DeepSeek	$0.091 in $0.182 out	Not available	—
DeepSeek V4 Flash Vision DeepSeek	$0.440 in $1.32 out	Not available	—
DeepSeek V4 Pro DeepSeek	$0.957 in $1.91 out	Not available	—
DeepSeek V4.1 Flash DeepSeek	$0.180 in $0.720 out	Not available	—
Gemini 3 Flash Google	$0.500 in $3.00 out	Not available	—
Gemini 3.1 Flash Lite Google	$0.250 in $1.50 out	Not available	—
Gemini 3.1 Pro Google	$2.00 in $12.00 out	Not available	—
Gemini 3.5 Flash Google	$1.50 in $9.00 out	Not available	—
Gemini 3.5 Flash-Lite Google	$0.300 in $2.50 out	Not available	—
Gemini 3.6 Flash Google	$1.50 in $7.50 out	Not available	—
Gemini 3.7 Flash Google	$0.750 in $3.75 out	Not available	—
Gemini 3.8 Flash Google	$0.750 in $3.75 out	Not available	—

Features Comparison

GMI Cloud

Serverless Inference
OpenAI-compatible endpoints for LLM and multimodal models with request batching and scaling to zero
Dedicated GPU Compute
Managed Kubernetes clusters, container instances, and bare-metal servers with RDMA-ready networking
Blackwell Capacity
GB200 available and GB300 on pre-order alongside H100, H200, and B200 systems
Studio and AgentBox
Visual workflow builder for multi-step model pipelines plus a marketplace for publishing and using AI agents
Reserved + On-Demand
Both hourly on-demand capacity and longer-term committed reservations are published

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

GMI Cloud

Advantages

Transparent published per-GPU hourly rates
Access to current Blackwell-generation systems
OpenAI-compatible inference API alongside dedicated GPU clusters

Considerations

Smaller global footprint than hyperscalers
Newer entrant relative to long-established providers
Published GPU catalog covers only datacenter-class parts, with no lower-tier options such as L4 or L40S

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

GMI Cloud

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

GMI Cloud

On-Demand Containers

Hourly billing for self-serve GPU containers

Reserved Private Cloud

Discounted longer-term reservations of dedicated GPU clusters

Serverless Inference

Per-token billing for LLM endpoints and per-request billing for image and video models

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

GMI Cloud

Get Started

1
Create an account
Sign up for the GMI Cloud console
2
Pick a GPU and region
Select an on-demand container, bare-metal cluster, or inference endpoint
3
Deploy your workload
Launch via the console or programmatically through the GMI 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

GMI Cloud

Global Regions

Data centers in North America and Asia, with region-aware pricing and unified billing

Support

Documentation, self-service console, Discord community, and enterprise support via sales

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