What is the difference between Anthropic and Deep Infra?

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

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Anthropic vs Deep Infra

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

Anthropic

Provider 1

GPUs Available

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Deep Infra

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Anthropic GPUs

Deep Infra GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 5Both available: 0Anthropic: 0Deep Infra: 5

Showing 5 of 5 GPUs

Last updated: 9/11/2026, 9:15:22 AM

GPU Model ↑	Anthropic 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: 9/10/2026 ★Best Price Deep Infra
B200 180GB VRAM • Deep Infra	Not Available	$3.69/hr★ Best	—	Deep Infra
B200 180GB VRAM • Not Available Deep Infra $3.69/hour Updated: 9/11/2026 ★Best Price 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: 9/10/2026 ★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: 9/10/2026 ★Best Price Deep Infra
HGX B300 288GB VRAM • Deep Infra	Not Available	$4.89/hr★ Best	—	Deep Infra
HGX B300 288GB VRAM • Not Available Deep Infra $4.89/hour Updated: 9/10/2026 ★Best Price 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: 9/10/2026 ★Best Price Deep Infra
B200 180GB VRAM • Deep Infra	Not Available	$3.69/hr★ Best	—	Deep Infra
B200 180GB VRAM • Not Available Deep Infra $3.69/hour Updated: 9/11/2026 ★Best Price 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: 9/10/2026 ★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: 9/10/2026 ★Best Price Deep Infra
HGX B300 288GB VRAM • Deep Infra	Not Available	$4.89/hr★ Best	—	Deep Infra
HGX B300 288GB VRAM • Not Available Deep Infra $4.89/hour Updated: 9/10/2026 ★Best Price Deep Infra

LLM API Pricing Comparison

Total models: 84Both available: 7Anthropic: 12Deep Infra: 79

Showing 15 of 84 models

Prices per 1M tokens · Last updated: 9/11/2026, 9:15:22 AM

Model ↑	Anthropic	Deep Infra	Input Diff ↕
Claude Fable 5 Anthropic	$10.00 in $50.00 out	$10.00 in $50.00 out	$0.0000
Claude Fable 5.1 Anthropic	$10.00 in $50.00 out	Not available	—
Claude Haiku 4.5 Anthropic	$1.00 in $5.00 out	$1.00 in $5.00 out	$0.0000
Claude Opus 4.1 Anthropic	$15.00 in $75.00 out	Not available	—
Claude Opus 4.5 Anthropic	$5.00 in $25.00 out	Not available	—
Claude Opus 4.6 Anthropic	$5.00 in $25.00 out	Not available	—
Claude Opus 4.7 Anthropic	$5.00 in $25.00 out	$5.00 in $25.00 out	$0.0000
Claude Opus 4.8 Anthropic	$5.00 in $25.00 out	$5.00 in $25.00 out	$0.0000
Claude Opus 5 Anthropic	$5.00 in $25.00 out	$5.00 in $25.00 out	$0.0000
Claude Sonnet 4.5 Anthropic	$3.00 in $15.00 out	Not available	—
Claude Sonnet 4.6 Anthropic	$3.00 in $15.00 out	$3.00 in $15.00 out	$0.0000
Claude Sonnet 5 Anthropic	$2.00 in $10.00 out	$3.00 in $15.00 out	$1.00
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	—

Features Comparison

Anthropic

Claude Model Family
Access to the Claude model family including Fable 5, Opus 5, Sonnet 5, and Haiku 4.5, plus the Mythos line
Claude Code
Agentic coding assistant in your terminal for enhanced development workflows
Claude Cowork
Collaborative workspace features for team projects and shared workflows
Claude Design
Design-focused product surface included with paid Claude plans
Claude Science
Customizable app for researchers that integrates common research tools and packages, produces auditable artifacts, and provides flexible access to computing resources
Claude Security
Security features and tools for enterprise security teams

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

Anthropic

Advantages

Clean API design with SDKs for Python, TypeScript, Go, Java, Ruby, PHP, and C#
200K token context window across all plans
Cost savings via prompt caching and the Batch API
Comprehensive documentation with quickstarts, courses, and a cookbook

Considerations

No image or video generation capabilities
Higher cost for top-tier Fable and Opus models
Closed source proprietary models

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

Compute Services

Anthropic

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

Anthropic

Pay-per-token API

Per million token pricing for Claude models with competitive rates

Consumer Plans

Free, Pro, and Max subscription tiers for individual use, billed monthly or annually

Team Plans

Per-seat pricing with monthly or annual billing, central billing, and SSO

Enterprise Plans

Self-serve and sales-assisted per-seat pricing with advanced admin, security, and compliance features, also available via AWS Marketplace

Prompt Caching

90% savings on cached content with 5-minute and 1-hour options

Batch API

50% discount on all tokens for async processing

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

Anthropic

Get Started

1
Create Console account
Sign up at platform.claude.com
2
Generate API key
Create an API key from Account Settings
3
Install SDK
pip install anthropic (Python) or npm install @anthropic-ai/sdk (TypeScript)
4
Make first API call
Call the Messages API endpoint with your API key

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

Anthropic

Global Regions

150+ countries including US, Canada, UK, EU, Australia, Japan. Available via direct API, Amazon Bedrock, Google Cloud Vertex AI, and Microsoft Foundry

Support

Documentation, Discord community, email support, Help Center, status page, and enterprise support options

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.