What is the difference between GMI Cloud and OpenRouter?

GMI Cloud and OpenRouter 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 OpenRouter?

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 OpenRouter?

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 GMI Cloud and OpenRouter, with 0 models available from both providers.

GMI Cloud vs OpenRouter

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

GMI Cloud

Provider 1

GPUs Available

Visit Website

OpenRouter

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

GMI Cloud GPUs

OpenRouter GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 4Both available: 0GMI Cloud: 4OpenRouter: 0

Showing 4 of 4 GPUs

Last updated: 9/30/2026, 12:51:02 AM

GPU Model ↑	GMI Cloud Price	OpenRouter Price	Price Diff ↕	Sources
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 Cloud	$2.00/hr★ Best	Not Available	—	GMI Cloud
H100 SXM 80GB VRAM • GMI Cloud $2.00/hour Updated: 9/29/2026 ★Best Price Not Available GMI Cloud
H200 141GB VRAM • GMI Cloud	$2.60/hr★ Best	Not Available	—	GMI Cloud
H200 141GB VRAM • GMI Cloud $2.60/hour Updated: 9/29/2026 ★Best Price Not Available GMI Cloud

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 Cloud	$2.00/hr★ Best	Not Available	—	GMI Cloud
H100 SXM 80GB VRAM • GMI Cloud $2.00/hour Updated: 9/29/2026 ★Best Price Not Available GMI Cloud
H200 141GB VRAM • GMI Cloud	$2.60/hr★ Best	Not Available	—	GMI Cloud
H200 141GB VRAM • GMI Cloud $2.60/hour Updated: 9/29/2026 ★Best Price Not Available GMI Cloud

LLM API Pricing Comparison

Total models: 215Both available: 65GMI Cloud: 65OpenRouter: 215

Showing 15 of 215 models

Prices per 1M tokens · Last updated: 9/30/2026, 12:51:02 AM

Model ↑	GMI Cloud	OpenRouter	Input Diff ↕
Claude 4 Sonnet Anthropic	Not available	$3.00 in $15.00 out	—
Claude Fable 5 Anthropic	Not available	$10.00 in $50.00 out	—
Claude Fable 5.1 Anthropic	Not available	$10.00 in $50.00 out	—
Claude Haiku 4.5 Anthropic	Not available	$1.00 in $5.00 out	—
Claude Opus 4.1 Anthropic	Not available	$15.00 in $75.00 out	—
Claude Opus 4.5 Anthropic	Not available	$5.00 in $25.00 out	—
Claude Opus 4.6 Anthropic	Not available	$5.00 in $25.00 out	—
Claude Opus 4.7 Anthropic	Not available	$5.00 in $25.00 out	—
Claude Opus 4.8 Anthropic	Not available	$5.00 in $25.00 out	—
Claude Opus 5 Anthropic	Not available	$5.00 in $25.00 out	—
Claude Opus 5.5 Anthropic	Not available	$4.00 in $20.00 out	—
Claude Sonnet 4.5 Anthropic	Not available	$3.00 in $15.00 out	—
Claude Sonnet 4.6 Anthropic	Not available	$3.00 in $15.00 out	—
Claude Sonnet 5 Anthropic	Not available	$2.00 in $10.00 out	—
Claude Sonnet 5.5 Anthropic	Not available	$2.00 in $10.00 out	—

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

OpenRouter

Unified Model Access
Single API endpoint for 500+ models from 80+ providers across text, image, video, and audio
Automatic Fallback Routing
Requests automatically route to the best available provider for each model
OpenAI-Compatible API
Drop-in replacement using the OpenAI SDK format
Provider Optimization
Routes to the fastest or cheapest provider based on your preference
Usage-Based Pricing
Pay per token with no minimum commitments or subscriptions
Prompt Caching
Reduced pricing for cached input tokens on supported models

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

OpenRouter

Advantages

Largest selection of models through a single API
Transparent per-token pricing with per-provider comparison for each model
Automatic failover across multiple providers
No vendor lock-in — switch models with a single parameter change

Considerations

Platform fee on pay-as-you-go usage (5.5% Standard, 8% Business)
Latency may be slightly higher due to routing layer
No fine-tuning or custom model training

Compute Services

GMI Cloud

OpenRouter

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

OpenRouter

Free

25+ free models from a small set of providers, rate limited, with community support

Standard (pay-as-you-go)

Per-token model pricing plus a 5.5% platform fee, with no subscription

Business (pay-as-you-go)

8% platform fee; adds EU/US in-region routing, workload identity federation, and higher workspace limits

Enterprise

Custom agreements with fee discounts, SSO/SAML, contractual SLAs, invoicing options, and a dedicated support team

Prompt caching

Discounted rates for cached input tokens on supported models (paid plans)

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

OpenRouter

Get Started

1
Create an account
Sign up at openrouter.ai; an organization for your team can be set up later
2
Buy credits
Purchase credits usable with any model or provider (credit card, crypto, and more)
3
Get API key
Create an API key from your dashboard
4
Make API calls
Use OpenAI-compatible endpoints or the OpenRouter Client and Agent SDKs with your key

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

OpenRouter

Global Regions

Global — routes to providers across multiple regions for optimal latency

Support

Community support on the Free plan, email support on Standard and Business, dedicated support team on Enterprise; documentation and Discord community