What is the difference between Deep Infra and GMI Cloud?

Deep Infra and GMI Cloud 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: Deep Infra or GMI Cloud?

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 Deep Infra and GMI Cloud?

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

Deep Infra vs GMI Cloud

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

Deep Infra

Provider 1

GPUs Available

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GMI Cloud

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Deep Infra GPUs

GMI Cloud GPUs

Direct Comparisons

Average Price Difference: $0.31/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 4Both available: 1Deep Infra: 1GMI Cloud: 4

Showing 4 of 4 GPUs

Last updated: 9/30/2026, 12:53:52 AM

GPU Model ↑	Deep Infra Price	GMI Cloud Price	Price Diff ↕	Sources
B200 180GB VRAM • Deep InfraGMI Cloud	$3.69/hr★ Best	$4.00/hr	↓$0.31(7.8%)	Deep Infra GMI Cloud
B200 180GB VRAM • Deep Infra $3.69/hour Updated: 9/29/2026 ★Best Price GMI Cloud $4.00/hour Updated: 9/29/2026 Price Difference:↓$0.31(7.8%) Deep Infra GMI Cloud
GB200 384GB VRAM • GMI Cloud	Not Available	$8.00/hr★ Best	—	GMI Cloud
GB200 384GB VRAM • Not Available GMI Cloud $8.00/hour Updated: 9/29/2026 ★Best Price GMI Cloud
H100 SXM 80GB VRAM • GMI Cloud	Not Available	$2.00/hr★ Best	—	GMI Cloud
H100 SXM 80GB VRAM • Not Available GMI Cloud $2.00/hour Updated: 9/29/2026 ★Best Price GMI Cloud
H200 141GB VRAM • GMI Cloud	Not Available	$2.60/hr★ Best	—	GMI Cloud
H200 141GB VRAM • Not Available GMI Cloud $2.60/hour Updated: 9/29/2026 ★Best Price GMI Cloud

B200 180GB VRAM • Deep InfraGMI Cloud	$3.69/hr★ Best	$4.00/hr	↓$0.31(7.8%)	Deep Infra GMI Cloud
B200 180GB VRAM • Deep Infra $3.69/hour Updated: 9/29/2026 ★Best Price GMI Cloud $4.00/hour Updated: 9/29/2026 Price Difference:↓$0.31(7.8%) Deep Infra GMI Cloud
GB200 384GB VRAM • GMI Cloud	Not Available	$8.00/hr★ Best	—	GMI Cloud
GB200 384GB VRAM • Not Available GMI Cloud $8.00/hour Updated: 9/29/2026 ★Best Price GMI Cloud
H100 SXM 80GB VRAM • GMI Cloud	Not Available	$2.00/hr★ Best	—	GMI Cloud
H100 SXM 80GB VRAM • Not Available GMI Cloud $2.00/hour Updated: 9/29/2026 ★Best Price GMI Cloud
H200 141GB VRAM • GMI Cloud	Not Available	$2.60/hr★ Best	—	GMI Cloud
H200 141GB VRAM • Not Available GMI Cloud $2.60/hour Updated: 9/29/2026 ★Best Price GMI Cloud

LLM API Pricing Comparison

Total models: 106Both available: 36Deep Infra: 77GMI Cloud: 65

Showing 15 of 106 models

Prices per 1M tokens · Last updated: 9/30/2026, 12:53:52 AM

Model ↑	Deep Infra	GMI Cloud	Input Diff ↕
Claude Fable 5 Anthropic	$10.00 in $50.00 out	Not available	—
Claude Haiku 4.5 Anthropic	$1.00 in $5.00 out	Not available	—
Claude Opus 4.7 Anthropic	$5.00 in $25.00 out	Not available	—
Claude Opus 4.8 Anthropic	$5.00 in $25.00 out	Not available	—
Claude Opus 5 Anthropic	$5.00 in $25.00 out	Not available	—
Claude Opus 5.5 Anthropic	$4.00 in $20.00 out	Not available	—
Claude Sonnet 4.6 Anthropic	$3.00 in $15.00 out	Not available	—
Claude Sonnet 5 Anthropic	$3.00 in $15.00 out	Not available	—
DeepSeek R1 DeepSeek	$0.500 in $2.15 out	$0.570 in $2.29 out	$0.070
DeepSeek V3 DeepSeek	$0.320 in $0.890 out	$0.290 in $1.14 out	$0.030
DeepSeek V3.1 DeepSeek	$0.250 in $0.950 out	Not available	—
DeepSeek V3.2 DeepSeek	$0.260 in $0.380 out	$0.209 in $0.310 out	$0.051
DeepSeek V4 Flash DeepSeek	$0.060 in $0.180 out	$0.091 in $0.182 out	$0.031
DeepSeek V4 Flash Vision DeepSeek	$0.440 in $1.32 out	$0.440 in $1.32 out	$0.0000
DeepSeek V4 Pro DeepSeek	$1.30 in $2.60 out	$0.957 in $1.91 out	$0.343

Features Comparison

Deep Infra

Drop-in OpenAI Replacement
OpenAI-compatible API for 100+ models including DeepSeek, Qwen, Llama 4, Claude, and Gemini families with autoscaling
Dedicated GPU Rentals
B200 instances with SSH access spin up in about 10 seconds and bill hourly
Custom LLM Deployments
Deploy your own Hugging Face models onto dedicated A100, H100, H200, B200, or B300 GPUs
Transparent GPU Pricing
Published per-GPU hourly rates for A100, H100, H200, B200, and B300 with competitive pricing
Owned Inference Infrastructure
Runs on its own inference-optimized hardware in US-based data centers rather than rented capacity
Comprehensive AI APIs
Support for text generation, vision and OCR, embeddings and reranking, image, video and music generation, and speech recognition and synthesis

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

Pros & Cons

Deep Infra

Advantages

Simple OpenAI-compatible API alongside controllable GPU rentals
Competitive hourly rates for flagship NVIDIA GPUs including latest B200 and B300
Fast provisioning with SSH access for dedicated instances (ready in ~10 seconds)
Supports custom deployments in addition to hosted public models

Considerations

Infrastructure is US-based only, with no published international regions
Primarily focused on inference and GPU rentals rather than broader cloud services
Newer player compared to established cloud providers

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

Compute Services

Deep Infra

Serverless Inference

Hosted model APIs with autoscaling on Deep Infra's own inference infrastructure.

Drop-in OpenAI replacement - swap base URL, keep existing code
100+ models including the DeepSeek V4, Qwen 3.7, Llama 4, Claude 5, Gemini 3.5, Gemma 4, GLM-5, Kimi K2.7, and Nemotron 3 families

Dedicated GPU Instances

On-demand GPU nodes with SSH access for custom workloads.

GPU Clusters

Multi-node B200 and B300 clusters with SSH access for training and full-control workloads.

Rent a B200 or B300 cluster and run arbitrary workloads
On-demand DGX B300 configurations billed per instance-hour

GMI Cloud

Pricing Options

Deep Infra

Serverless pay-per-token

OpenAI-compatible inference APIs billed per input and output token, with no idle GPU time or minimums

Dedicated GPU hourly rates

Published transparent hourly pricing for A100, H100, H200, B200, and B300 GPUs with pay-as-you-go billing

Per-execution-time billing

Non-LLM models are billed for inference execution time rather than per token

Cached input pricing

Prompt-cached input tokens are billed at a lower rate than uncached input tokens

No long-term commitments

Flexible hourly billing for dedicated instances with no prepayments, contracts, or minimums required

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

Getting Started

Deep Infra

Get Started

1
Create an account
Sign up (GitHub-supported) and open the Deep Infra dashboard
2
Enable billing
Add a payment method to unlock GPU rentals and API usage
3
Pick a GPU option
Choose serverless APIs or dedicated A100, H100, H200, B200, or B300 instances
4
Launch and connect
Start instances with SSH access or call the OpenAI-compatible API endpoints
5
Monitor usage
Track spend and instance status from the dashboard and shut down when idle

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

Support & Global Availability

Deep Infra

Global Regions

Runs on self-operated, inference-optimized infrastructure in US-based data centers; no international region list is published.

Support

Documentation site, dashboard guidance, Discord community, feedback email (feedback@deepinfra.com), and contact-sales options.

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