CoreWeave vs Groq
Compare GPU pricing, features, and specifications between CoreWeave and Groq cloud providers. Find the best deals for AI training, inference, and ML workloads.
CoreWeave
Provider 1
Groq
Provider 2
Comparison Overview
GPU Pricing Comparison
| GPU Model ↑ | CoreWeave Price | Groq Price | Price Diff ↕ | Sources |
|---|---|---|---|---|
A100 SXM 80GB VRAM • CoreWeave |  $2.70/hr★ Best8x GPU | Not Available | — | |
A100 SXM 80GB VRAM • | ||||
B200 192GB VRAM • CoreWeave | $1.02/hr★ Best 41x GPU | Not Available | — | |
B200 192GB VRAM • | ||||
GB200 384GB VRAM • CoreWeave | $1.02/hr★ Best 41x GPU | Not Available | — | |
GB200 384GB VRAM • | ||||
GB300 576GB VRAM • CoreWeave | $1.02/hr★ Best 41x GPU | Not Available | — | |
GB300 576GB VRAM • | ||||
GH200 96GB VRAM • CoreWeave | $6.50/hr★ Best | Not Available | — | |
GH200 96GB VRAM • | ||||
H100 80GB VRAM • CoreWeave | $0.72/hr★ Best 2x GPU | Not Available | — | |
H100 80GB VRAM • | ||||
H200 141GB VRAM • CoreWeave | $6.30/hr★ Best 8x GPU | Not Available | — | |
H200 141GB VRAM • | ||||
L40 40GB VRAM • CoreWeave | $1.25/hr★ Best 2x GPU | Not Available | — | |
L40 40GB VRAM • | ||||
L40S 48GB VRAM • CoreWeave | $2.25/hr★ Best 8x GPU | Not Available | — | |
L40S 48GB VRAM • | ||||
A100 SXM 80GB VRAM • CoreWeave | $2.70/hr★ Best 8x GPU | Not Available | — | |
A100 SXM 80GB VRAM • | ||||
B200 192GB VRAM • CoreWeave | $1.02/hr★ Best 41x GPU | Not Available | — | |
B200 192GB VRAM • | ||||
GB200 384GB VRAM • CoreWeave | $1.02/hr★ Best 41x GPU | Not Available | — | |
GB200 384GB VRAM • | ||||
GB300 576GB VRAM • CoreWeave | $1.02/hr★ Best 41x GPU | Not Available | — | |
GB300 576GB VRAM • | ||||
GH200 96GB VRAM • CoreWeave | $6.50/hr★ Best | Not Available | — | |
GH200 96GB VRAM • | ||||
H100 80GB VRAM • CoreWeave | $0.72/hr★ Best 2x GPU | Not Available | — | |
H100 80GB VRAM • | ||||
H200 141GB VRAM • CoreWeave | $6.30/hr★ Best 8x GPU | Not Available | — | |
H200 141GB VRAM • | ||||
L40 40GB VRAM • CoreWeave | $1.25/hr★ Best 2x GPU | Not Available | — | |
L40 40GB VRAM • | ||||
L40S 48GB VRAM • CoreWeave | $2.25/hr★ Best 8x GPU | Not Available | — | |
L40S 48GB VRAM • | ||||
Features Comparison
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
Groq
- LPU-Powered Inference
Custom Language Processing Units deliver industry-leading inference speeds
- OpenAI-Compatible API
Drop-in replacement for OpenAI API with minimal code changes
- Free Tier Available
Generous free tier for experimentation and small projects
- Ultra-Low Latency
Sub-second time-to-first-token for interactive applications
Pros & Cons
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
Groq
Advantages
- Fastest inference speeds in the industry (500+ tokens/second)
- OpenAI-compatible API for easy integration
- Competitive pricing for open-source models
- Free tier available for testing
Considerations
- Limited model selection compared to larger providers
- Focus on inference only - no training capabilities
- Newer platform with less ecosystem maturity
Compute Services
CoreWeave
GPU Instances
On-demand and reserved GPU instances with latest NVIDIA hardware
CPU Instances
High-performance CPU instances to complement GPU workloads
Groq
Pricing Options
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
Groq
Pay-per-token
Simple token-based pricing with separate input/output rates
Free tier
Rate-limited free access for development and testing
Getting Started
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
Groq
- 1
Create an account
Sign up at console.groq.com with email or OAuth
- 2
Get API key
Generate an API key from the console dashboard
- 3
Make API calls
Use the OpenAI-compatible endpoint with your preferred model
Support & Global Availability
CoreWeave
Global Regions
Deployments across North America with expanding global presence
Support
24/7 support from dedicated engineering teams, comprehensive documentation, and Kubernetes expertise
Groq
Global Regions
Global availability via cloud infrastructure
Support
Documentation, Discord community, email support
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