What is the difference between Deep Infra and IO.NET?

Deep Infra and IO.NET 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 IO.NET?

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 IO.NET?

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 16 different GPU models across both Deep Infra and IO.NET, with 0 models available from both providers.

Deep Infra vs IO.NET

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

Deep Infra

Provider 1

GPUs Available

Visit Website

IO.NET

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

Deep Infra GPUs

IO.NET GPUs

Direct Comparisons

Average Price Difference: $1.61/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 16Both available: 4Deep Infra: 5IO.NET: 15

Showing 15 of 16 GPUs

Last updated: 11/2/2026, 7:56:03 AM

GPU Model ↑	Deep Infra Price	IO.NET Price	Price Diff ↕	Sources
A100 PCIE 40GB VRAM • IO.NET	Not Available	$2.12/hr★ Best	—	IO.NET API
A100 PCIE 40GB VRAM • Not Available IO.NET $2.12/hour Updated: 11/1/2026 ★Best Price IO.NET API
A100 SXM 80GB VRAM • Deep InfraIO.NET	$1.49/hr	$1.31/hr★ Best	↑+$0.18(+13.5%)	Deep Infra IO.NET API
A100 SXM 80GB VRAM • Deep Infra $1.49/hour Updated: 11/2/2026 IO.NET $1.31/hour Updated: 11/2/2026 ★Best Price Price Difference:↑+$0.18(+13.5%) Deep Infra IO.NET API
A30 24GB VRAM • IO.NET	Not Available	$1.42/hr★ Best 4x GPU	—	IO.NET API
A30 24GB VRAM • Not Available IO.NET $1.42/hour 4x GPU configuration Updated: 11/2/2026 ★Best Price IO.NET API
B200 180GB VRAM • Deep Infra	$4.89/hr★ Best	Not Available	—	Deep Infra
B200 180GB VRAM • Deep Infra $4.89/hour Updated: 11/2/2026 ★Best Price Not Available Deep Infra
H100 SXM 80GB VRAM • Deep InfraIO.NET	$2.90/hr	$2.60/hr★ Best	↑+$0.30(+11.4%)	Deep Infra IO.NET API
H100 SXM 80GB VRAM • Deep Infra $2.90/hour Updated: 11/2/2026 IO.NET $2.60/hour Updated: 11/2/2026 ★Best Price Price Difference:↑+$0.30(+11.4%) Deep Infra IO.NET API
H200 141GB VRAM • Deep InfraIO.NET	$3.49/hr★ Best	$3.79/hr	↓$0.30(7.9%)	Deep Infra IO.NET API
H200 141GB VRAM • Deep Infra $3.49/hour Updated: 11/2/2026 ★Best Price IO.NET $3.79/hour Updated: 11/2/2026 Price Difference:↓$0.30(7.9%) Deep Infra IO.NET API
HGX B300 288GB VRAM • Deep InfraIO.NET	$5.89/hr★ Best	$11.55/hr 8x GPU	↓$5.66(49.0%)	Deep Infra IO.NET API
HGX B300 288GB VRAM • Deep Infra $5.89/hour Updated: 11/2/2026 ★Best Price IO.NET $11.55/hour 8x GPU configuration Updated: 11/1/2026 Price Difference:↓$5.66(49.0%) Deep Infra IO.NET API
L4 24GB VRAM • IO.NET	Not Available	$1.00/hr★ Best	—	IO.NET API
L4 24GB VRAM • Not Available IO.NET $1.00/hour Updated: 11/2/2026 ★Best Price IO.NET API
L40 40GB VRAM • IO.NET	Not Available	$0.66/hr★ Best	—	IO.NET API
L40 40GB VRAM • Not Available IO.NET $0.66/hour Updated: 11/2/2026 ★Best Price IO.NET API
L40S 48GB VRAM • IO.NET	Not Available	$0.84/hr★ Best	—	IO.NET API
L40S 48GB VRAM • Not Available IO.NET $0.84/hour Updated: 11/2/2026 ★Best Price IO.NET API
RTX 4090 24GB VRAM • IO.NET	Not Available	$0.51/hr★ Best 8x GPU	—	IO.NET API
RTX 4090 24GB VRAM • Not Available IO.NET $0.51/hour 8x GPU configuration Updated: 11/2/2026 ★Best Price IO.NET API
RTX 6000 Ada 48GB VRAM • IO.NET	Not Available	$0.68/hr★ Best	—	IO.NET API
RTX 6000 Ada 48GB VRAM • Not Available IO.NET $0.68/hour Updated: 11/2/2026 ★Best Price IO.NET API
RTX A6000 48GB VRAM • IO.NET	Not Available	$0.49/hr★ Best	—	IO.NET API
RTX A6000 48GB VRAM • Not Available IO.NET $0.49/hour Updated: 11/2/2026 ★Best Price IO.NET API
RTX PRO 6000 96GB VRAM • IO.NET	Not Available	$2.05/hr★ Best 2x GPU	—	IO.NET API
RTX PRO 6000 96GB VRAM • Not Available IO.NET $2.05/hour 2x GPU configuration Updated: 11/2/2026 ★Best Price IO.NET API
Tesla T4 16GB VRAM • IO.NET	Not Available	$0.47/hr★ Best	—	IO.NET API
Tesla T4 16GB VRAM • Not Available IO.NET $0.47/hour Updated: 11/2/2026 ★Best Price IO.NET API

A100 PCIE 40GB VRAM • IO.NET	Not Available	$2.12/hr★ Best	—	IO.NET API
A100 PCIE 40GB VRAM • Not Available IO.NET $2.12/hour Updated: 11/1/2026 ★Best Price IO.NET API
A100 SXM 80GB VRAM • Deep InfraIO.NET	$1.49/hr	$1.31/hr★ Best	↑+$0.18(+13.5%)	Deep Infra IO.NET API
A100 SXM 80GB VRAM • Deep Infra $1.49/hour Updated: 11/2/2026 IO.NET $1.31/hour Updated: 11/2/2026 ★Best Price Price Difference:↑+$0.18(+13.5%) Deep Infra IO.NET API
A30 24GB VRAM • IO.NET	Not Available	$1.42/hr★ Best 4x GPU	—	IO.NET API
A30 24GB VRAM • Not Available IO.NET $1.42/hour 4x GPU configuration Updated: 11/2/2026 ★Best Price IO.NET API
B200 180GB VRAM • Deep Infra	$4.89/hr★ Best	Not Available	—	Deep Infra
B200 180GB VRAM • Deep Infra $4.89/hour Updated: 11/2/2026 ★Best Price Not Available Deep Infra
H100 SXM 80GB VRAM • Deep InfraIO.NET	$2.90/hr	$2.60/hr★ Best	↑+$0.30(+11.4%)	Deep Infra IO.NET API
H100 SXM 80GB VRAM • Deep Infra $2.90/hour Updated: 11/2/2026 IO.NET $2.60/hour Updated: 11/2/2026 ★Best Price Price Difference:↑+$0.30(+11.4%) Deep Infra IO.NET API
H200 141GB VRAM • Deep InfraIO.NET	$3.49/hr★ Best	$3.79/hr	↓$0.30(7.9%)	Deep Infra IO.NET API
H200 141GB VRAM • Deep Infra $3.49/hour Updated: 11/2/2026 ★Best Price IO.NET $3.79/hour Updated: 11/2/2026 Price Difference:↓$0.30(7.9%) Deep Infra IO.NET API
HGX B300 288GB VRAM • Deep InfraIO.NET	$5.89/hr★ Best	$11.55/hr 8x GPU	↓$5.66(49.0%)	Deep Infra IO.NET API
HGX B300 288GB VRAM • Deep Infra $5.89/hour Updated: 11/2/2026 ★Best Price IO.NET $11.55/hour 8x GPU configuration Updated: 11/1/2026 Price Difference:↓$5.66(49.0%) Deep Infra IO.NET API
L4 24GB VRAM • IO.NET	Not Available	$1.00/hr★ Best	—	IO.NET API
L4 24GB VRAM • Not Available IO.NET $1.00/hour Updated: 11/2/2026 ★Best Price IO.NET API
L40 40GB VRAM • IO.NET	Not Available	$0.66/hr★ Best	—	IO.NET API
L40 40GB VRAM • Not Available IO.NET $0.66/hour Updated: 11/2/2026 ★Best Price IO.NET API
L40S 48GB VRAM • IO.NET	Not Available	$0.84/hr★ Best	—	IO.NET API
L40S 48GB VRAM • Not Available IO.NET $0.84/hour Updated: 11/2/2026 ★Best Price IO.NET API
RTX 4090 24GB VRAM • IO.NET	Not Available	$0.51/hr★ Best 8x GPU	—	IO.NET API
RTX 4090 24GB VRAM • Not Available IO.NET $0.51/hour 8x GPU configuration Updated: 11/2/2026 ★Best Price IO.NET API
RTX 6000 Ada 48GB VRAM • IO.NET	Not Available	$0.68/hr★ Best	—	IO.NET API
RTX 6000 Ada 48GB VRAM • Not Available IO.NET $0.68/hour Updated: 11/2/2026 ★Best Price IO.NET API
RTX A6000 48GB VRAM • IO.NET	Not Available	$0.49/hr★ Best	—	IO.NET API
RTX A6000 48GB VRAM • Not Available IO.NET $0.49/hour Updated: 11/2/2026 ★Best Price IO.NET API
RTX PRO 6000 96GB VRAM • IO.NET	Not Available	$2.05/hr★ Best 2x GPU	—	IO.NET API
RTX PRO 6000 96GB VRAM • Not Available IO.NET $2.05/hour 2x GPU configuration Updated: 11/2/2026 ★Best Price IO.NET API
Tesla T4 16GB VRAM • IO.NET	Not Available	$0.47/hr★ Best	—	IO.NET API
Tesla T4 16GB VRAM • Not Available IO.NET $0.47/hour Updated: 11/2/2026 ★Best Price IO.NET API

LLM API Pricing Comparison

Total models: 81Both available: 21Deep Infra: 67IO.NET: 35

Showing 15 of 81 models

Prices per 1M tokens · Last updated: 11/2/2026, 7:56:03 AM

Model ↑	Deep Infra	IO.NET	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	—
Claude Sonnet 5.5 Anthropic	$2.00 in $10.00 out	Not available	—
DeepSeek R1 DeepSeek	$0.500 in $2.15 out	$0.524 in $2.21 out	$0.024
DeepSeek V3 DeepSeek	$0.320 in $0.890 out	Not available	—
DeepSeek V3.1 DeepSeek	$0.250 in $0.950 out	Not available	—
DeepSeek V3.2 DeepSeek	$0.260 in $0.380 out	$1.35 in $2.13 out	$1.09
DeepSeek V4 Flash DeepSeek	$0.060 in $0.180 out	Not available	—
DeepSeek V4 Flash Vision DeepSeek	$0.440 in $1.32 out	Not available	—

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

IO.NET

Massive Decentralized Network
Access to 300,000+ verified GPUs from 139 countries with 6,000+ cluster-ready GPUs
Rapid Deployment
Deploy GPU clusters in minutes with no waitlists, approval process, or enterprise contracts
Multiple Deployment Options
Choose from containers, virtual machines, Ray clusters, or bare metal based on workload needs
Built on Ray.io
Uses the same distributed computing framework that OpenAI used to train GPT-3
IO Intelligence
Agentic workflow editor, model and agent marketplace, and API integration for workflow automation
Training-as-a-Service
Managed model training offered alongside GPU rental

Pros & Cons

Deep Infra

Advantages

Simple OpenAI-compatible API alongside controllable GPU rentals
Competitive hourly rates for NVIDIA GPUs including 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

IO.NET

Advantages

Up to 70% cost savings compared to AWS
Clusters deploy in minutes
Massive global network with 300,000+ GPUs available
No waitlists, approvals, or long-term contracts required

Considerations

Newer platform compared to established cloud providers
Decentralized nature may have performance consistency variations
Primarily crypto-native payment model ($IO tokens)

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

IO.NET

IO Cloud

On-demand GPU clusters for AI/ML workloads with multiple deployment options

IO Intelligence

AI models, smart agents, and API integration platform

Agentic workflow editor
Model and agent marketplace

Marketplace

Decentralized pool of GPU providers with unified APIs and competitive pricing.

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

IO.NET

Ray Cluster Pricing

Most cost-effective option for distributed ML workloads using Ray framework

Container Pricing

Standard containerized deployments with Docker support

Bare Metal Pricing

Premium pricing for direct hardware access and maximum performance

Auto-scaling

Dynamic pricing based on actual resource usage with automatic scaling

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

IO.NET

Get Started

1
Sign up for IO.NET
Create an account on the IO.NET platform with no complex KYC requirements
2
Acquire $IO tokens
Purchase $IO tokens for compute payments or add other supported payment methods
3
Choose deployment type
Select from containers, virtual machines, or Ray clusters based on your workload
4
Configure cluster
Specify GPU requirements, region preferences, and scaling options
5
Deploy
Launch your cluster in minutes and start your AI/ML workloads

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.

IO.NET

Global Regions

Global distributed network across 139 countries with intelligent geographic clustering and latency optimization

Support

Documentation portal, Discord community (500,000+ members), Telegram support, and direct engineering support for GPU and driver questions