What is the difference between Atlas Cloud and CoreWeave?

Atlas Cloud and CoreWeave 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 CoreWeave?

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 CoreWeave?

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 9 different GPU models across both Atlas Cloud and CoreWeave, with 0 models available from both providers.

Atlas Cloud vs CoreWeave

Compare GPU pricing between Atlas Cloud and CoreWeave. Find the best rates for AI training, inference, and ML workloads.

Atlas Cloud

Provider 1

GPUs Available

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CoreWeave

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Atlas Cloud GPUs

CoreWeave GPUs

Direct Comparisons

Average Price Difference: $0.68/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 9Both available: 2Atlas Cloud: 2CoreWeave: 9

Showing 9 of 9 GPUs

Last updated: 9/25/2026, 12:01:24 PM

GPU Model ↑	Atlas Cloud Price	CoreWeave Price	Price Diff ↕	Sources
A100 SXM 80GB VRAM • CoreWeave	Not Available	$1.21/hr★ Best 8x GPU	—	CoreWeave
A100 SXM 80GB VRAM • Not Available CoreWeave $1.21/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price CoreWeave
B200 180GB VRAM • CoreWeave	Not Available	$4.26/hr★ Best 8x GPU	—	CoreWeave
B200 180GB VRAM • Not Available CoreWeave $4.26/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price CoreWeave
GH200 96GB VRAM • CoreWeave	Not Available	$6.50/hr★ Best	—	CoreWeave
GH200 96GB VRAM • Not Available CoreWeave $6.50/hour Updated: 9/22/2026 ★Best Price CoreWeave
H100 SXM 80GB VRAM • Atlas CloudCoreWeave	$2.95/hr	$2.46/hr★ Best 8x GPU	↑+$0.49(+19.7%)	Atlas Cloud CoreWeave
H100 SXM 80GB VRAM • Atlas Cloud $2.95/hour Updated: 9/25/2026 CoreWeave $2.46/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price Price Difference:↑+$0.49(+19.7%) Atlas Cloud CoreWeave
H200 141GB VRAM • Atlas CloudCoreWeave	$3.50/hr	$2.62/hr★ Best 8x GPU	↑+$0.88(+33.8%)	Atlas Cloud CoreWeave
H200 141GB VRAM • Atlas Cloud $3.50/hour Updated: 9/25/2026 CoreWeave $2.62/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price Price Difference:↑+$0.88(+33.8%) Atlas Cloud CoreWeave
HGX B300 288GB VRAM • CoreWeave	Not Available	$4.48/hr★ Best 8x GPU	—	CoreWeave
HGX B300 288GB VRAM • Not Available CoreWeave $4.48/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price CoreWeave
L40 40GB VRAM • CoreWeave	Not Available	$0.78/hr★ Best 8x GPU	—	CoreWeave
L40 40GB VRAM • Not Available CoreWeave $0.78/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price CoreWeave
L40S 48GB VRAM • CoreWeave	Not Available	$0.98/hr★ Best 8x GPU	—	CoreWeave
L40S 48GB VRAM • Not Available CoreWeave $0.98/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price CoreWeave
RTX PRO 6000 96GB VRAM • CoreWeave	Not Available	$1.20/hr★ Best 8x GPU	—	CoreWeave
RTX PRO 6000 96GB VRAM • Not Available CoreWeave $1.20/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price CoreWeave

A100 SXM 80GB VRAM • CoreWeave	Not Available	$1.21/hr★ Best 8x GPU	—	CoreWeave
A100 SXM 80GB VRAM • Not Available CoreWeave $1.21/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price CoreWeave
B200 180GB VRAM • CoreWeave	Not Available	$4.26/hr★ Best 8x GPU	—	CoreWeave
B200 180GB VRAM • Not Available CoreWeave $4.26/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price CoreWeave
GH200 96GB VRAM • CoreWeave	Not Available	$6.50/hr★ Best	—	CoreWeave
GH200 96GB VRAM • Not Available CoreWeave $6.50/hour Updated: 9/22/2026 ★Best Price CoreWeave
H100 SXM 80GB VRAM • Atlas CloudCoreWeave	$2.95/hr	$2.46/hr★ Best 8x GPU	↑+$0.49(+19.7%)	Atlas Cloud CoreWeave
H100 SXM 80GB VRAM • Atlas Cloud $2.95/hour Updated: 9/25/2026 CoreWeave $2.46/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price Price Difference:↑+$0.49(+19.7%) Atlas Cloud CoreWeave
H200 141GB VRAM • Atlas CloudCoreWeave	$3.50/hr	$2.62/hr★ Best 8x GPU	↑+$0.88(+33.8%)	Atlas Cloud CoreWeave
H200 141GB VRAM • Atlas Cloud $3.50/hour Updated: 9/25/2026 CoreWeave $2.62/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price Price Difference:↑+$0.88(+33.8%) Atlas Cloud CoreWeave
HGX B300 288GB VRAM • CoreWeave	Not Available	$4.48/hr★ Best 8x GPU	—	CoreWeave
HGX B300 288GB VRAM • Not Available CoreWeave $4.48/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price CoreWeave
L40 40GB VRAM • CoreWeave	Not Available	$0.78/hr★ Best 8x GPU	—	CoreWeave
L40 40GB VRAM • Not Available CoreWeave $0.78/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price CoreWeave
L40S 48GB VRAM • CoreWeave	Not Available	$0.98/hr★ Best 8x GPU	—	CoreWeave
L40S 48GB VRAM • Not Available CoreWeave $0.98/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price CoreWeave
RTX PRO 6000 96GB VRAM • CoreWeave	Not Available	$1.20/hr★ Best 8x GPU	—	CoreWeave
RTX PRO 6000 96GB VRAM • Not Available CoreWeave $1.20/hour 8x GPU configuration Updated: 9/22/2026 ★Best Price CoreWeave

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

CoreWeave

Kubernetes-Native Platform
Purpose-built AI-native platform with Kubernetes-native developer experience
Latest NVIDIA GPUs
First-to-market access to the latest NVIDIA GPUs including Hopper (H100, H200, GH200) and Blackwell/Blackwell Ultra (GB200 NVL72, GB300 NVL72, HGX B200, HGX B300)
Mission Control
Unified security, talent services, and observability platform for large-scale AI operations, including fleet and node lifecycle controllers
High Performance Networking
HPC Interconnect with GPUDirect RDMA over InfiniBand for GPU-to-GPU communication, plus VPCs and Direct Connect private links via Equinix and Megaport
SUNK (Slurm on Kubernetes)
Managed Slurm running on Kubernetes for batch and burst training workloads
Purpose-Built AI Storage
S3-compatible AI Object Storage, POSIX distributed file storage, single-tenant VAST clusters, and local ephemeral storage on GPU nodes

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

CoreWeave

Advantages

Extensive selection of NVIDIA GPUs, including latest Blackwell architecture
Kubernetes-native infrastructure for easy scaling and deployment
Fast deployment with 10x faster inference spin-up times
High cluster reliability with 96% goodput and 50% fewer interruptions

Considerations

Data center footprint concentrated in North America and Europe
Some configurations, including GB300 NVL72 and HGX B300, require contacting sales rather than self-service on-demand
Specialized nature may not suit all general computing needs

Compute Services

Atlas Cloud

Model APIs

Access to 400+ AI models through unified API

GPU Cloud

Deploy custom models and development environments

CoreWeave

GPU Instances

On-demand and reserved GPU instances with latest NVIDIA hardware

CPU Instances

High-performance CPU instances to complement GPU workloads

Managed Software Services

Managed orchestration and platform services layered on CoreWeave infrastructure

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

CoreWeave

On-Demand Instances

Pay-per-hour GPU and CPU instances with flexible scaling and no long-term capacity commitment

Spot Instances

Burst capacity at a discount to on-demand rates, published for most GPU and CPU instance types

Reserved Capacity

Committed usage discounts up to 60% over on-demand pricing

Transparent Storage

No ingress, egress, or transfer fees for data movement on CoreWeave storage

Inference Per-GPU Pricing

Separate per-GPU hourly rates available to CoreWeave inference platform customers

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

CoreWeave

Get Started

1
Create Account
Sign up for CoreWeave Cloud platform access
2
Choose GPU Instance
Select from latest NVIDIA GPUs including H100, H200, and Blackwell architecture
3
Deploy via Kubernetes
Use Kubernetes-native tools for workload deployment and scaling

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

CoreWeave

Global Regions

On-demand and spot GPU and CPU instances published for North America and Europe, with ongoing global AI data center expansion

Support

24/7 support from dedicated engineering teams, comprehensive documentation, and Kubernetes expertise