What is the difference between Atlas Cloud and Deep Infra?

Atlas Cloud and Deep Infra 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: Atlas Cloud or Deep Infra?

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 Atlas Cloud and Deep Infra?

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 5 different GPU models across both Atlas Cloud and Deep Infra, with 0 models available from both providers.

Atlas Cloud vs Deep Infra

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

Atlas Cloud

Provider 1

GPUs Available

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Deep Infra

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

Atlas Cloud GPUs

Deep Infra GPUs

Direct Comparisons

Average Price Difference: $0.03/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 5Both available: 2Atlas Cloud: 2Deep Infra: 5

Showing 5 of 5 GPUs

Last updated: 10/29/2026, 11:10:13 PM

GPU Model ↑	Atlas Cloud Price	Deep Infra Price	Price Diff ↕	Sources
A100 SXM 80GB VRAM • Deep Infra	Not Available	$1.49/hr★ Best	—	Deep Infra
A100 SXM 80GB VRAM • Not Available Deep Infra $1.49/hour Updated: 10/29/2026 ★Best Price Deep Infra
B200 180GB VRAM • Deep Infra	Not Available	$4.89/hr★ Best	—	Deep Infra
B200 180GB VRAM • Not Available Deep Infra $4.89/hour Updated: 10/29/2026 ★Best Price Deep Infra
H100 SXM 80GB VRAM • Atlas CloudDeep Infra	$2.95/hr	$2.90/hr★ Best	↑+$0.05(+1.7%)	Atlas Cloud Deep Infra
H100 SXM 80GB VRAM • Atlas Cloud $2.95/hour Updated: 10/29/2026 Deep Infra $2.90/hour Updated: 10/29/2026 ★Best Price Price Difference:↑+$0.05(+1.7%) Atlas Cloud Deep Infra
H200 141GB VRAM • Atlas CloudDeep Infra	$3.50/hr	$3.49/hr★ Best	↑+$0.01(+0.3%)	Atlas Cloud Deep Infra
H200 141GB VRAM • Atlas Cloud $3.50/hour Updated: 10/29/2026 Deep Infra $3.49/hour Updated: 10/29/2026 ★Best Price Price Difference:↑+$0.01(+0.3%) Atlas Cloud Deep Infra
HGX B300 288GB VRAM • Deep Infra	Not Available	$5.89/hr★ Best	—	Deep Infra
HGX B300 288GB VRAM • Not Available Deep Infra $5.89/hour Updated: 10/29/2026 ★Best Price Deep Infra

A100 SXM 80GB VRAM • Deep Infra	Not Available	$1.49/hr★ Best	—	Deep Infra
A100 SXM 80GB VRAM • Not Available Deep Infra $1.49/hour Updated: 10/29/2026 ★Best Price Deep Infra
B200 180GB VRAM • Deep Infra	Not Available	$4.89/hr★ Best	—	Deep Infra
B200 180GB VRAM • Not Available Deep Infra $4.89/hour Updated: 10/29/2026 ★Best Price Deep Infra
H100 SXM 80GB VRAM • Atlas CloudDeep Infra	$2.95/hr	$2.90/hr★ Best	↑+$0.05(+1.7%)	Atlas Cloud Deep Infra
H100 SXM 80GB VRAM • Atlas Cloud $2.95/hour Updated: 10/29/2026 Deep Infra $2.90/hour Updated: 10/29/2026 ★Best Price Price Difference:↑+$0.05(+1.7%) Atlas Cloud Deep Infra
H200 141GB VRAM • Atlas CloudDeep Infra	$3.50/hr	$3.49/hr★ Best	↑+$0.01(+0.3%)	Atlas Cloud Deep Infra
H200 141GB VRAM • Atlas Cloud $3.50/hour Updated: 10/29/2026 Deep Infra $3.49/hour Updated: 10/29/2026 ★Best Price Price Difference:↑+$0.01(+0.3%) Atlas Cloud Deep Infra
HGX B300 288GB VRAM • Deep Infra	Not Available	$5.89/hr★ Best	—	Deep Infra
HGX B300 288GB VRAM • Not Available Deep Infra $5.89/hour Updated: 10/29/2026 ★Best Price Deep Infra

LLM API Pricing Comparison

Total models: 67Both available: 0Atlas Cloud: 0Deep Infra: 67

Showing 15 of 67 models

Prices per 1M tokens · Last updated: 10/29/2026, 11:10:13 PM

Model ↑	Atlas Cloud	Deep Infra	Input Diff ↕
Claude Fable 5 Anthropic	Not available	$10.00 in $50.00 out	—
Claude Haiku 4.5 Anthropic	Not available	$1.00 in $5.00 out	—
Claude Opus 4.7 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 4.6 Anthropic	Not available	$3.00 in $15.00 out	—
Claude Sonnet 5 Anthropic	Not available	$3.00 in $15.00 out	—
Claude Sonnet 5.5 Anthropic	Not available	$2.00 in $10.00 out	—
DeepSeek R1 DeepSeek	Not available	$0.500 in $2.15 out	—
DeepSeek V3 DeepSeek	Not available	$0.320 in $0.890 out	—
DeepSeek V3.1 DeepSeek	Not available	$0.250 in $0.950 out	—
DeepSeek V3.2 DeepSeek	Not available	$0.260 in $0.380 out	—
DeepSeek V4 Flash DeepSeek	Not available	$0.060 in $0.180 out	—
DeepSeek V4 Flash Vision DeepSeek	Not available	$0.440 in $1.32 out	—

Features Comparison

Atlas Cloud

400+ AI Models
Unified access to models from DeepSeek, Qwen, ByteDance, Black Forest Labs, Luma, MoonshotAI, MiniMax, and more
OpenAI-Compatible API
Drop-in replacement for OpenAI SDK - just change the base URL and API key
Multi-Modal Support
Text, image, video, and audio generation through consistent API patterns
MCP Integration
Use Atlas Cloud AI models directly in Cursor, Claude Desktop, VS Code, and more
GPU Cloud Services
Deploy custom models with Serverless GPU or rent DevPods for development
CLI
Run chat, model discovery, and image or video generation from the terminal

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

Pros & Cons

Atlas Cloud

Advantages

Unified API for 400+ AI models from multiple providers
OpenAI-compatible interface for easy migration
Multi-modal capabilities (text, image, video, audio)
Developer-friendly with comprehensive documentation

Considerations

Relatively new platform compared to established providers
GPU cloud offering is secondary to API aggregation service
Limited GPU infrastructure details compared to dedicated GPU clouds

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

Compute Services

Atlas Cloud

Model APIs

Access to 400+ AI models through unified API

GPU Cloud

Deploy custom models and development environments

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

Pricing Options

Atlas Cloud

Pay-as-you-go

Transparent pricing with volume discounts available for API usage

GPU Cloud Pricing

Flexible pricing for serverless GPU deployments and development pods

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

Getting Started

Atlas Cloud

Get Started

1
Create an account
Sign up for an account at console.atlascloud.ai
2
Get your API key
Generate API keys for authentication
3
Make your first API call
Start using 400+ AI models through the unified API

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

Support & Global Availability

Atlas Cloud

Global Regions

Managed inference infrastructure; specific regions are not published

Support

Comprehensive API documentation, SDK support, FAQ, and contact support

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.