Anthropic vs CoreWeave
Compare GPU pricing, features, and specifications between Anthropic and CoreWeave cloud providers. Find the best deals for AI training, inference, and ML workloads.
Anthropic
Provider 1
CoreWeave
Provider 2
Comparison Overview
GPU Pricing Comparison
| GPU Model ↑ | Anthropic Price | CoreWeave Price | Price Diff ↕ | Sources |
|---|---|---|---|---|
A100 SXM 80GB VRAM • CoreWeave | Not Available |  $2.70/hr★ Best8x GPU | — | |
A100 SXM 80GB VRAM • | ||||
B200 192GB VRAM • CoreWeave | Not Available | $1.02/hr★ Best 41x GPU | — | |
B200 192GB VRAM • | ||||
GB200 384GB VRAM • CoreWeave | Not Available | $1.02/hr★ Best 41x GPU | — | |
GB200 384GB VRAM • | ||||
GB300 576GB VRAM • CoreWeave | Not Available | $1.02/hr★ Best 41x GPU | — | |
GB300 576GB VRAM • | ||||
GH200 96GB VRAM • CoreWeave | Not Available | $6.50/hr★ Best | — | |
GH200 96GB VRAM • | ||||
H100 80GB VRAM • CoreWeave | Not Available | $0.72/hr★ Best 2x GPU | — | |
H100 80GB VRAM • | ||||
H200 141GB VRAM • CoreWeave | Not Available | $6.30/hr★ Best 8x GPU | — | |
H200 141GB VRAM • | ||||
L40 40GB VRAM • CoreWeave | Not Available | $1.25/hr★ Best 2x GPU | — | |
L40 40GB VRAM • | ||||
L40S 48GB VRAM • CoreWeave | Not Available | $2.25/hr★ Best 8x GPU | — | |
L40S 48GB VRAM • | ||||
A100 SXM 80GB VRAM • CoreWeave | Not Available | $2.70/hr★ Best 8x GPU | — | |
A100 SXM 80GB VRAM • | ||||
B200 192GB VRAM • CoreWeave | Not Available | $1.02/hr★ Best 41x GPU | — | |
B200 192GB VRAM • | ||||
GB200 384GB VRAM • CoreWeave | Not Available | $1.02/hr★ Best 41x GPU | — | |
GB200 384GB VRAM • | ||||
GB300 576GB VRAM • CoreWeave | Not Available | $1.02/hr★ Best 41x GPU | — | |
GB300 576GB VRAM • | ||||
GH200 96GB VRAM • CoreWeave | Not Available | $6.50/hr★ Best | — | |
GH200 96GB VRAM • | ||||
H100 80GB VRAM • CoreWeave | Not Available | $0.72/hr★ Best 2x GPU | — | |
H100 80GB VRAM • | ||||
H200 141GB VRAM • CoreWeave | Not Available | $6.30/hr★ Best 8x GPU | — | |
H200 141GB VRAM • | ||||
L40 40GB VRAM • CoreWeave | Not Available | $1.25/hr★ Best 2x GPU | — | |
L40 40GB VRAM • | ||||
L40S 48GB VRAM • CoreWeave | Not Available | $2.25/hr★ Best 8x GPU | — | |
L40S 48GB VRAM • | ||||
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
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 H100, H200, and Blackwell architecture
- Mission Control
Unified security, talent services, and observability platform for large-scale AI operations
- High Performance Networking
High-performance clusters with InfiniBand networking for optimal scale-out connectivity
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
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
- Primary focus on North American data centers
- Specialized nature may not suit all general computing needs
- Learning curve for users unfamiliar with Kubernetes
Compute Services
Anthropic
CoreWeave
GPU Instances
On-demand and reserved GPU instances with latest NVIDIA hardware
CPU Instances
High-performance CPU instances to complement GPU workloads
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
CoreWeave
On-Demand Instances
Pay-per-hour GPU and CPU instances with flexible scaling
Reserved Capacity
Committed usage discounts up to 60% over on-demand pricing
Transparent Storage
No ingress, egress, or transfer fees for data movement
Getting Started
Anthropic
- 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
CoreWeave
- 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
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
CoreWeave
Global Regions
Deployments across North America with expanding global presence
Support
24/7 support from dedicated engineering teams, comprehensive documentation, and Kubernetes expertise
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