What is the difference between Anthropic and Nebius?

Anthropic and Nebius 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 Nebius?

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 Nebius?

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 Nebius, with 0 models available from both providers.

Anthropic vs Nebius

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

Anthropic

Provider 1

GPUs Available

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Nebius

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Anthropic GPUs

Nebius GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 5Both available: 0Anthropic: 0Nebius: 5

Showing 5 of 5 GPUs

Last updated: 4/4/2026, 6:18:36 PM

GPU Model ↑	Anthropic Price	Nebius Price	Price Diff ↕	Sources
B200 192GB VRAM • Nebius	Not Available	$5.50/hr★ Best	—	Nebius
B200 192GB VRAM • Not Available Nebius $5.50/hour Updated: 4/3/2026 ★Best Price Nebius
H100 SXM 80GB VRAM • Nebius	Not Available	$3.00/hr★ Best 8x GPU	—	Shadeform API
H100 SXM 80GB VRAM • Not Available Nebius $3.00/hour 8x GPU configuration Updated: 3/31/2026 ★Best Price Shadeform API
H200 141GB VRAM • Nebius	Not Available	$3.56/hr★ Best 8x GPU	—	Shadeform API
H200 141GB VRAM • Not Available Nebius $3.56/hour 8x GPU configuration Updated: 4/4/2026 ★Best Price Shadeform API
HGX B300 288GB VRAM • Nebius	Not Available	$6.10/hr★ Best	—	Nebius
HGX B300 288GB VRAM • Not Available Nebius $6.10/hour Updated: 4/3/2026 ★Best Price Nebius
L40S 48GB VRAM • Nebius	Not Available	$1.55/hr★ Best	—	Nebius
L40S 48GB VRAM • Not Available Nebius $1.55/hour Updated: 4/3/2026 ★Best Price Nebius

B200 192GB VRAM • Nebius	Not Available	$5.50/hr★ Best	—	Nebius
B200 192GB VRAM • Not Available Nebius $5.50/hour Updated: 4/3/2026 ★Best Price Nebius
H100 SXM 80GB VRAM • Nebius	Not Available	$3.00/hr★ Best 8x GPU	—	Shadeform API
H100 SXM 80GB VRAM • Not Available Nebius $3.00/hour 8x GPU configuration Updated: 3/31/2026 ★Best Price Shadeform API
H200 141GB VRAM • Nebius	Not Available	$3.56/hr★ Best 8x GPU	—	Shadeform API
H200 141GB VRAM • Not Available Nebius $3.56/hour 8x GPU configuration Updated: 4/4/2026 ★Best Price Shadeform API
HGX B300 288GB VRAM • Nebius	Not Available	$6.10/hr★ Best	—	Nebius
HGX B300 288GB VRAM • Not Available Nebius $6.10/hour Updated: 4/3/2026 ★Best Price Nebius
L40S 48GB VRAM • Nebius	Not Available	$1.55/hr★ Best	—	Nebius
L40S 48GB VRAM • Not Available Nebius $1.55/hour Updated: 4/3/2026 ★Best Price Nebius

Features Comparison

Anthropic

Claude Model Family
Access to Claude 3.5 Sonnet, Claude 3.5 Haiku, and Claude 3 Opus models
Large Context Windows
200K tokens standard with extended context options for large document analysis
Prompt Caching
Up to 90% cost savings on repeated content with cache durations
Vision Support
Process images and PDF documents natively
Tool Use
Function calling, code execution, and computer use capabilities
Batch API
50% cost reduction for asynchronous processing

Nebius

Transparent GPU pricing
Published on-demand rates for H100 and H200 plus L40S options
Commitment discounts
Long-term commitments can cut on-demand rates by up to 35%
HGX clusters
Multi-GPU HGX B200/H200/H100 nodes with per-GPU table pricing
Self-service console
Launch and manage AI Cloud resources directly from the Nebius console
Docs-first platform
Comprehensive documentation across compute, networking, and data services

Pros & Cons

Anthropic

Advantages

Excellent developer experience with clean API design
Superior coding performance on industry benchmarks
Massive context window up to 200K tokens
Significant cost savings via prompt caching

Considerations

No image or video generation capabilities
Higher cost for top-tier Opus models
Limited third-party integrations compared to competitors

Nebius

Advantages

Transparent published hourly GPU pricing for H100/H200/L40S with commitment discounts available
HGX B200/H200/H100 options for dense multi-GPU training
Self-service console plus contact-sales for larger commitments
Vertical integration aimed at predictable pricing and performance

Considerations

Regional availability is not fully enumerated on public pages
Blackwell pre-orders and large HGX capacity require sales engagement
Pricing for ancillary services (storage/network) is less visible than GPU rates

Compute Services

Anthropic

Nebius

AI Cloud GPU Instances

On-demand GPU VMs with published hourly rates and commitment discounts.

HGX Clusters

Dense multi-GPU HGX nodes for large-scale training.

Pricing Options

Anthropic

Pay-per-token

Per million token pricing starting at $0.25/$1.25 for Haiku

Prompt Caching

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

Batch API

50% discount on all tokens for async processing

Nebius

On-demand GPU pricing

Published transparent hourly rates for H200, H100, and L40S GPUs with self-service console access.

HGX cluster pricing

Published per-GPU-hour pricing for HGX B200, HGX H200, and HGX H100 multi-GPU nodes.

Commitment discounts

Save up to 35% versus on-demand with long-term commitments and larger GPU quantities.

Blackwell pre-order

Pre-order NVIDIA Blackwell platforms through the sales contact form.

Getting Started

Anthropic

Get Started

1
Create Console account
Sign up at console.anthropic.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

Nebius

Get Started

1
Create an account
Sign up and log in to the Nebius AI Cloud console.
2
Add billing or credits
Attach a payment method to unlock on-demand GPU access.
3
Pick a GPU SKU
Choose H100, H200, L40S, or an HGX cluster size from the pricing catalog.
4
Launch and connect
Provision a VM or cluster and connect via SSH or your preferred tooling.
5
Optimize costs
Apply commitment discounts or talk to sales for large reservations.

Support & Global Availability

Anthropic

Global Regions

150+ countries including US, Canada, UK, EU, Australia, Japan. Available via direct API, AWS Bedrock, Google Vertex AI, and Azure

Support

Documentation, Discord community (50K+ members), email support, Help Center, and enterprise support options

Nebius

Global Regions

GPU clusters deployed across Europe and the US; headquarters in Amsterdam with engineering hubs in Finland, Serbia, and Israel (per About page).

Support

Documentation at docs.nebius.com, self-service AI Cloud console, and contact-sales for capacity or commitments.