What is the difference between Avian Compute and Deep Infra?

Avian Compute 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: Avian Compute 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 Avian Compute 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 Avian Compute and Deep Infra, with 0 models available from both providers.

Avian Compute vs Deep Infra

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

Avian Compute

Provider 1

GPUs Available

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Deep Infra

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Avian Compute GPUs

Deep Infra GPUs

Direct Comparisons

Average Price Difference: $0.35/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 5Both available: 2Avian Compute: 2Deep Infra: 5

Showing 5 of 5 GPUs

Last updated: 10/19/2026, 5:35:43 PM

GPU Model ↑	Avian Compute Price	Deep Infra Price	Price Diff ↕	Sources
A100 SXM 80GB VRAM • Deep Infra	Not Available	$0.89/hr★ Best	—	Deep Infra
A100 SXM 80GB VRAM • Not Available Deep Infra $0.89/hour Updated: 10/19/2026 ★Best Price Deep Infra
B200 180GB VRAM • Avian ComputeDeep Infra	$4.32/hr 8x GPU	$3.69/hr★ Best	↑+$0.63(+17.1%)	Avian Compute Deep Infra
B200 180GB VRAM • Avian Compute $4.32/hour 8x GPU configuration Updated: 10/19/2026 Deep Infra $3.69/hour Updated: 10/19/2026 ★Best Price Price Difference:↑+$0.63(+17.1%) Avian Compute Deep Infra
H100 SXM 80GB VRAM • Deep Infra	Not Available	$2.20/hr★ Best	—	Deep Infra
H100 SXM 80GB VRAM • Not Available Deep Infra $2.20/hour Updated: 10/19/2026 ★Best Price Deep Infra
H200 141GB VRAM • Deep Infra	Not Available	$2.69/hr★ Best	—	Deep Infra
H200 141GB VRAM • Not Available Deep Infra $2.69/hour Updated: 10/19/2026 ★Best Price Deep Infra
HGX B300 288GB VRAM • Avian ComputeDeep Infra	$4.95/hr 8x GPU	$4.89/hr★ Best	↑+$0.06(+1.2%)	Avian Compute Deep Infra
HGX B300 288GB VRAM • Avian Compute $4.95/hour 8x GPU configuration Updated: 10/19/2026 Deep Infra $4.89/hour Updated: 10/19/2026 ★Best Price Price Difference:↑+$0.06(+1.2%) Avian Compute Deep Infra

A100 SXM 80GB VRAM • Deep Infra	Not Available	$0.89/hr★ Best	—	Deep Infra
A100 SXM 80GB VRAM • Not Available Deep Infra $0.89/hour Updated: 10/19/2026 ★Best Price Deep Infra
B200 180GB VRAM • Avian ComputeDeep Infra	$4.32/hr 8x GPU	$3.69/hr★ Best	↑+$0.63(+17.1%)	Avian Compute Deep Infra
B200 180GB VRAM • Avian Compute $4.32/hour 8x GPU configuration Updated: 10/19/2026 Deep Infra $3.69/hour Updated: 10/19/2026 ★Best Price Price Difference:↑+$0.63(+17.1%) Avian Compute Deep Infra
H100 SXM 80GB VRAM • Deep Infra	Not Available	$2.20/hr★ Best	—	Deep Infra
H100 SXM 80GB VRAM • Not Available Deep Infra $2.20/hour Updated: 10/19/2026 ★Best Price Deep Infra
H200 141GB VRAM • Deep Infra	Not Available	$2.69/hr★ Best	—	Deep Infra
H200 141GB VRAM • Not Available Deep Infra $2.69/hour Updated: 10/19/2026 ★Best Price Deep Infra
HGX B300 288GB VRAM • Avian ComputeDeep Infra	$4.95/hr 8x GPU	$4.89/hr★ Best	↑+$0.06(+1.2%)	Avian Compute Deep Infra
HGX B300 288GB VRAM • Avian Compute $4.95/hour 8x GPU configuration Updated: 10/19/2026 Deep Infra $4.89/hour Updated: 10/19/2026 ★Best Price Price Difference:↑+$0.06(+1.2%) Avian Compute Deep Infra

LLM API Pricing Comparison

Total models: 71Both available: 0Avian Compute: 0Deep Infra: 71

Showing 15 of 71 models

Prices per 1M tokens · Last updated: 10/19/2026, 5:35:43 PM

Model ↑	Avian Compute	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

Avian Compute

AI Inference Models
Supports multiple AI models including DeepSeek V4.1, MiniMax M3, GLM-5.3, Kimi K3, and MiMo-V2.6.
Prepaid GPU Reservations
Offers dedicated 8-GPU NVIDIA B200 and B300 HGX nodes available for prepaid reservations.
API Compatibility
Compatible with OpenAI APIs for seamless integration.
Enterprise Security
Infrastructure is SOC/2 approved and compliant with GDPR and CCPA.
Fast Inference Speed
Models run on NVIDIA B200 GPUs with speculative decoding for improved speed.

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

Avian Compute

Advantages

Offers a pay-per-token model for flexibility.
Multiple AI models available under a single API key.
Supports fast inference with no rate limits.
Provides dedicated GPU nodes for higher workloads.

Considerations

Limited information on support channels and response times.
No clearly stated legal entity or company registration details.

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

Avian Compute

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

Avian Compute

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

Avian Compute

Get Started

1
Sign Up for API Key
Create an account to get your API key.
2
Select GPU or Inference Model
Choose between using the inference API or reserving dedicated GPUs.
3
Configure Your Setup
Follow documentation to integrate models into your application.
4
Deploy and Test
Start using the API or GPU nodes for your AI workloads.
5
Monitor Usage
Keep track of API usage and performance metrics.

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

Avian Compute

Global Regions

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.