What is the difference between GMI Cloud and Sesterce?

GMI Cloud and Sesterce 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 Sesterce?

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 Sesterce?

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 20 different GPU models across both GMI Cloud and Sesterce, with 0 models available from both providers.

GMI Cloud vs Sesterce

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

GMI Cloud

Provider 1

GPUs Available

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Sesterce

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

GMI Cloud GPUs

Sesterce GPUs

Direct Comparisons

Average Price Difference: $1.28/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 20Both available: 2GMI Cloud: 4Sesterce: 18

Showing 15 of 20 GPUs

Last updated: 9/28/2026, 8:40:30 PM

GPU Model ↑	GMI Cloud Price	Sesterce Price	Price Diff ↕	Sources
A10 24GB VRAM • Sesterce	Not Available	$1.42/hr★ Best	—	Sesterce API
A10 24GB VRAM • Not Available Sesterce $1.42/hour Updated: 9/28/2026 ★Best Price Sesterce API
A100 SXM 80GB VRAM • Sesterce	Not Available	$1.49/hr★ Best 2x GPU	—	Sesterce API
A100 SXM 80GB VRAM • Not Available Sesterce $1.49/hour 2x GPU configuration Updated: 9/28/2026 ★Best Price Sesterce API
A16 64GB VRAM • Sesterce	Not Available	$0.56/hr★ Best 2x GPU	—	Sesterce API
A16 64GB VRAM • Not Available Sesterce $0.56/hour 2x GPU configuration Updated: 9/28/2026 ★Best Price Sesterce API
A40 48GB VRAM • Sesterce	Not Available	$2.05/hr★ Best	—	Sesterce API
A40 48GB VRAM • Not Available Sesterce $2.05/hour Updated: 9/28/2026 ★Best Price Sesterce API
B200 180GB VRAM • GMI Cloud	$4.00/hr★ Best	Not Available	—	GMI Cloud
B200 180GB VRAM • GMI Cloud $4.00/hour Updated: 9/26/2026 ★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: 9/26/2026 ★Best Price Not Available GMI Cloud
H100 SXM 80GB VRAM • GMI CloudSesterce	$2.00/hr★ Best	$2.75/hr	↓$0.75(27.3%)	GMI Cloud Sesterce API
H100 SXM 80GB VRAM • GMI Cloud $2.00/hour Updated: 9/26/2026 ★Best Price Sesterce $2.75/hour Updated: 9/28/2026 Price Difference:↓$0.75(27.3%) GMI Cloud Sesterce API
H200 141GB VRAM • GMI CloudSesterce	$2.60/hr★ Best	$4.40/hr 8x GPU	↓$1.80(40.9%)	GMI Cloud Sesterce API
H200 141GB VRAM • GMI Cloud $2.60/hour Updated: 9/26/2026 ★Best Price Sesterce $4.40/hour 8x GPU configuration Updated: 9/28/2026 Price Difference:↓$1.80(40.9%) GMI Cloud Sesterce API
L4 24GB VRAM • Sesterce	Not Available	$1.04/hr★ Best	—	Sesterce API
L4 24GB VRAM • Not Available Sesterce $1.04/hour Updated: 9/28/2026 ★Best Price Sesterce API
L40 40GB VRAM • Sesterce	Not Available	$0.97/hr★ Best	—	Sesterce API
L40 40GB VRAM • Not Available Sesterce $0.97/hour Updated: 9/27/2026 ★Best Price Sesterce API
L40S 48GB VRAM • Sesterce	Not Available	$0.97/hr★ Best	—	Sesterce API
L40S 48GB VRAM • Not Available Sesterce $0.97/hour Updated: 9/28/2026 ★Best Price Sesterce API
RTX 4000 Ada 20GB VRAM • Sesterce	Not Available	$0.87/hr★ Best	—	Sesterce API
RTX 4000 Ada 20GB VRAM • Not Available Sesterce $0.87/hour Updated: 9/28/2026 ★Best Price Sesterce API
RTX 4090 24GB VRAM • Sesterce	Not Available	$0.44/hr★ Best 8x GPU	—	Sesterce API
RTX 4090 24GB VRAM • Not Available Sesterce $0.44/hour 8x GPU configuration Updated: 9/28/2026 ★Best Price Sesterce API
RTX 5090 32GB VRAM • Sesterce	Not Available	$0.71/hr★ Best	—	Sesterce API
RTX 5090 32GB VRAM • Not Available Sesterce $0.71/hour Updated: 9/28/2026 ★Best Price Sesterce API
RTX 6000 Ada 48GB VRAM • Sesterce	Not Available	$1.07/hr★ Best	—	Sesterce API
RTX 6000 Ada 48GB VRAM • Not Available Sesterce $1.07/hour Updated: 9/28/2026 ★Best Price Sesterce API

A10 24GB VRAM • Sesterce	Not Available	$1.42/hr★ Best	—	Sesterce API
A10 24GB VRAM • Not Available Sesterce $1.42/hour Updated: 9/28/2026 ★Best Price Sesterce API
A100 SXM 80GB VRAM • Sesterce	Not Available	$1.49/hr★ Best 2x GPU	—	Sesterce API
A100 SXM 80GB VRAM • Not Available Sesterce $1.49/hour 2x GPU configuration Updated: 9/28/2026 ★Best Price Sesterce API
A16 64GB VRAM • Sesterce	Not Available	$0.56/hr★ Best 2x GPU	—	Sesterce API
A16 64GB VRAM • Not Available Sesterce $0.56/hour 2x GPU configuration Updated: 9/28/2026 ★Best Price Sesterce API
A40 48GB VRAM • Sesterce	Not Available	$2.05/hr★ Best	—	Sesterce API
A40 48GB VRAM • Not Available Sesterce $2.05/hour Updated: 9/28/2026 ★Best Price Sesterce API
B200 180GB VRAM • GMI Cloud	$4.00/hr★ Best	Not Available	—	GMI Cloud
B200 180GB VRAM • GMI Cloud $4.00/hour Updated: 9/26/2026 ★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: 9/26/2026 ★Best Price Not Available GMI Cloud
H100 SXM 80GB VRAM • GMI CloudSesterce	$2.00/hr★ Best	$2.75/hr	↓$0.75(27.3%)	GMI Cloud Sesterce API
H100 SXM 80GB VRAM • GMI Cloud $2.00/hour Updated: 9/26/2026 ★Best Price Sesterce $2.75/hour Updated: 9/28/2026 Price Difference:↓$0.75(27.3%) GMI Cloud Sesterce API
H200 141GB VRAM • GMI CloudSesterce	$2.60/hr★ Best	$4.40/hr 8x GPU	↓$1.80(40.9%)	GMI Cloud Sesterce API
H200 141GB VRAM • GMI Cloud $2.60/hour Updated: 9/26/2026 ★Best Price Sesterce $4.40/hour 8x GPU configuration Updated: 9/28/2026 Price Difference:↓$1.80(40.9%) GMI Cloud Sesterce API
L4 24GB VRAM • Sesterce	Not Available	$1.04/hr★ Best	—	Sesterce API
L4 24GB VRAM • Not Available Sesterce $1.04/hour Updated: 9/28/2026 ★Best Price Sesterce API
L40 40GB VRAM • Sesterce	Not Available	$0.97/hr★ Best	—	Sesterce API
L40 40GB VRAM • Not Available Sesterce $0.97/hour Updated: 9/27/2026 ★Best Price Sesterce API
L40S 48GB VRAM • Sesterce	Not Available	$0.97/hr★ Best	—	Sesterce API
L40S 48GB VRAM • Not Available Sesterce $0.97/hour Updated: 9/28/2026 ★Best Price Sesterce API
RTX 4000 Ada 20GB VRAM • Sesterce	Not Available	$0.87/hr★ Best	—	Sesterce API
RTX 4000 Ada 20GB VRAM • Not Available Sesterce $0.87/hour Updated: 9/28/2026 ★Best Price Sesterce API
RTX 4090 24GB VRAM • Sesterce	Not Available	$0.44/hr★ Best 8x GPU	—	Sesterce API
RTX 4090 24GB VRAM • Not Available Sesterce $0.44/hour 8x GPU configuration Updated: 9/28/2026 ★Best Price Sesterce API
RTX 5090 32GB VRAM • Sesterce	Not Available	$0.71/hr★ Best	—	Sesterce API
RTX 5090 32GB VRAM • Not Available Sesterce $0.71/hour Updated: 9/28/2026 ★Best Price Sesterce API
RTX 6000 Ada 48GB VRAM • Sesterce	Not Available	$1.07/hr★ Best	—	Sesterce API
RTX 6000 Ada 48GB VRAM • Not Available Sesterce $1.07/hour Updated: 9/28/2026 ★Best Price Sesterce API

LLM API Pricing Comparison

Total models: 64Both available: 0GMI Cloud: 64Sesterce: 0

Showing 15 of 64 models

Prices per 1M tokens · Last updated: 9/28/2026, 8:40:30 PM

Model ↑	GMI Cloud	Sesterce	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

Sesterce

Vertically Integrated AI Factories
Each site is operated as a single system, owning the hand-off between energy, facility, silicon, network fabric, and orchestration
Sovereign European Infrastructure
French sites offering data residency, controlled energy origin, and supply-chain control, drawing on 2 GW of hydro, nuclear, and solar capacity secured under long-term PPAs
SoftBank Joint Venture at Bosquel
A joint venture with SoftBank Group to develop a 1 GW AI data center campus at Bosquel in Hauts-de-France
Sesterce OS Control Plane
Single console and API to provision clusters, orchestrate training, serve inference, and meter usage across every Sesterce site, Slurm and Kubernetes native
High-Density Liquid Cooling
Purpose-built Tier III+ facilities with direct-to-chip liquid cooling at up to 150 kW per rack, rated at PUE 1.12 under full AI load
InfiniBand Fabric
Non-blocking NVIDIA Quantum InfiniBand at 800 Gb/s with rail-optimized topology and native RDMA

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

Sesterce

Advantages

Broad on-demand catalog running from Blackwell B300 and H200 down to previous-generation NVIDIA cards, plus Intel Gaudi 2
On-demand, spot, and reserved billing modes on the same clusters
VM and bare-metal deployment with single- and multi-GPU (up to 8x) configurations
European data residency across French sites, with hydro, nuclear, and solar energy under long-term PPAs

Considerations

Infrastructure concentrated in France, with no North American or Asia-Pacific regions
Rack-scale GB300 NVL72 and B200 capacity is contracted as reserved AI factory capacity rather than sold from the self-serve catalog
The newest and largest accelerators (B300, H200, Gaudi 2) are only sold as 8-GPU nodes, with no smaller self-serve size

Compute Services

GMI Cloud

Sesterce

Compute

On-demand VMs and bare-metal servers launched with no commitment

Clusters

Dedicated multi-node GPU clusters ranging from around 100 to 15,000 GPUs

AI Inference

Managed inference instances for serving models alongside GPU compute

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

Sesterce

On-Demand

Pay-per-second usage with no commitment on VMs and bare-metal servers

Spot

Discounted interruptible capacity, filterable as a spot offer in the compute catalog

Reserved Capacity

Committed multi-megawatt cluster capacity contracted for frontier-scale workloads

Credit-based Billing

Pre-funded account balance system for streamlined resource management

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

Sesterce

Get Started

1
Create Account
Sign up for Sesterce Cloud platform access
2
Add Credits
Fund your account with credits for pay-as-you-go billing
3
Launch Instance
Choose your GPU type and configuration, launch in just a few clicks or via the CLI and API

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

Sesterce

Global Regions

French footprint: AI factory sites at Bosquel (Hauts-de-France) and Valence, plus a Paris cloud region hosted at Equinix; several on-demand GPU types are offered in more than one region

Support

Documentation and API reference, self-service console with help and requests, REST API and CLI, contact sales for reserved capacity