What is the difference between Akamai Cloud and Deep Infra?

Akamai 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: Akamai 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 Akamai 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 6 different GPU models across both Akamai Cloud and Deep Infra, with 0 models available from both providers.

Akamai Cloud vs Deep Infra

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

Akamai Cloud

Provider 1

GPUs Available

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Deep Infra

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

Akamai Cloud GPUs

Deep Infra GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 6Both available: 0Akamai Cloud: 1Deep Infra: 5

Showing 6 of 6 GPUs

Last updated: 11/2/2026, 7:57:25 AM

GPU Model ↑	Akamai 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: 11/2/2026 ★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: 11/2/2026 ★Best Price Deep Infra
H100 SXM 80GB VRAM • Deep Infra	Not Available	$2.90/hr★ Best	—	Deep Infra
H100 SXM 80GB VRAM • Not Available Deep Infra $2.90/hour Updated: 11/2/2026 ★Best Price Deep Infra
H200 141GB VRAM • Deep Infra	Not Available	$3.49/hr★ Best	—	Deep Infra
H200 141GB VRAM • Not Available Deep Infra $3.49/hour Updated: 11/2/2026 ★Best Price 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: 11/2/2026 ★Best Price Deep Infra
RTX PRO 6000 96GB VRAM • Akamai Cloud	$3.00/hr★ Best	Not Available	—	Akamai Cloud
RTX PRO 6000 96GB VRAM • Akamai Cloud $3.00/hour Updated: 10/31/2026 ★Best Price Not Available Akamai Cloud

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: 11/2/2026 ★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: 11/2/2026 ★Best Price Deep Infra
H100 SXM 80GB VRAM • Deep Infra	Not Available	$2.90/hr★ Best	—	Deep Infra
H100 SXM 80GB VRAM • Not Available Deep Infra $2.90/hour Updated: 11/2/2026 ★Best Price Deep Infra
H200 141GB VRAM • Deep Infra	Not Available	$3.49/hr★ Best	—	Deep Infra
H200 141GB VRAM • Not Available Deep Infra $3.49/hour Updated: 11/2/2026 ★Best Price 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: 11/2/2026 ★Best Price Deep Infra
RTX PRO 6000 96GB VRAM • Akamai Cloud	$3.00/hr★ Best	Not Available	—	Akamai Cloud
RTX PRO 6000 96GB VRAM • Akamai Cloud $3.00/hour Updated: 10/31/2026 ★Best Price Not Available Akamai Cloud

LLM API Pricing Comparison

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

Showing 15 of 67 models

Prices per 1M tokens · Last updated: 11/2/2026, 7:57:25 AM

Model ↑	Akamai 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

Akamai Cloud

RTX-Class GPU Plans
Blackwell Server Edition, Ada and Quadro RTX cards offered as GPU Linodes with dedicated vCPU cores
Multi-GPU Plans
Plans carry 1 to 8 RTX PRO 6000 Blackwell cards, with vNUMA exposed on the 8-card plans, and 1 to 4 cards on RTX 4000 Ada and Quadro RTX 6000 plans
Multiple Regions
RTX PRO 6000 Blackwell plans are listed in 20 Akamai Cloud regions across Europe, Asia and North America; RTX 4000 Ada and Quadro RTX 6000 plans are listed in fewer

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

Akamai Cloud

Advantages

Predictable flat-rate pricing model
Global region coverage inherited from the Akamai network
Blackwell-generation RTX PRO 6000 available alongside older RTX SKUs

Considerations

Catalog focused on RTX cards; H100/H200/B200 are not part of the public lineup
RTX PRO 6000 Blackwell and Quadro RTX 6000 plans are listed as limited deployment availability
A deposit may be required to deploy GPU Linodes on new or low-spend accounts

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

Akamai Cloud

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

Akamai Cloud

Hourly Billing

GPU Linode plans are listed with hourly rates; review the pricing page for the full plan list

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

Akamai Cloud

Get Started

1
Create an account
Sign up at the Akamai Cloud / Linode console
2
Choose a GPU Linode plan
Select RTX 4000 Ada, Quadro RTX 6000 or RTX PRO 6000 Blackwell with the desired GPU count
3
Deploy and connect
Provision the instance via Cloud Manager, CLI or API and connect over SSH

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

Akamai Cloud

Global Regions

GPU plans are listed in selected Akamai Cloud regions in North America, Europe and Asia, varying by GPU; RTX PRO 6000 Blackwell has the widest list

Support

Documentation, a community forum, and Akamai compute 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.