What is the difference between CoreWeave and Groq?

CoreWeave and Groq 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: CoreWeave or Groq?

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 CoreWeave and Groq?

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 CoreWeave and Groq, with 0 models available from both providers.

CoreWeave vs Groq

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

CoreWeave

Provider 1

GPUs Available

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Groq

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

CoreWeave GPUs

Groq GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 9Both available: 0CoreWeave: 9Groq: 0

Showing 9 of 9 GPUs

Last updated: 10/8/2026, 7:00:35 PM

GPU Model ↑	CoreWeave Price	Groq Price	Price Diff ↕	Sources
A100 SXM 80GB VRAM • CoreWeave	$1.21/hr★ Best 8x GPU	Not Available	—	CoreWeave
A100 SXM 80GB VRAM • CoreWeave $1.21/hour 8x GPU configuration Updated: 10/7/2026 ★Best Price Not Available CoreWeave
B200 180GB VRAM • CoreWeave	$4.26/hr★ Best 8x GPU	Not Available	—	CoreWeave
B200 180GB VRAM • CoreWeave $4.26/hour 8x GPU configuration Updated: 10/7/2026 ★Best Price Not Available CoreWeave
GH200 96GB VRAM • CoreWeave	$6.50/hr★ Best	Not Available	—	CoreWeave
GH200 96GB VRAM • CoreWeave $6.50/hour Updated: 10/7/2026 ★Best Price Not Available CoreWeave
H100 SXM 80GB VRAM • CoreWeave	$2.46/hr★ Best 8x GPU	Not Available	—	CoreWeave
H100 SXM 80GB VRAM • CoreWeave $2.46/hour 8x GPU configuration Updated: 10/7/2026 ★Best Price Not Available CoreWeave
H200 141GB VRAM • CoreWeave	$2.62/hr★ Best 8x GPU	Not Available	—	CoreWeave
H200 141GB VRAM • CoreWeave $2.62/hour 8x GPU configuration Updated: 10/7/2026 ★Best Price Not Available CoreWeave
HGX B300 288GB VRAM • CoreWeave	$4.48/hr★ Best 8x GPU	Not Available	—	CoreWeave
HGX B300 288GB VRAM • CoreWeave $4.48/hour 8x GPU configuration Updated: 10/7/2026 ★Best Price Not Available CoreWeave
L40 40GB VRAM • CoreWeave	$0.78/hr★ Best 8x GPU	Not Available	—	CoreWeave
L40 40GB VRAM • CoreWeave $0.78/hour 8x GPU configuration Updated: 10/7/2026 ★Best Price Not Available CoreWeave
L40S 48GB VRAM • CoreWeave	$0.98/hr★ Best 8x GPU	Not Available	—	CoreWeave
L40S 48GB VRAM • CoreWeave $0.98/hour 8x GPU configuration Updated: 10/7/2026 ★Best Price Not Available CoreWeave
RTX PRO 6000 96GB VRAM • CoreWeave	$1.20/hr★ Best 8x GPU	Not Available	—	CoreWeave
RTX PRO 6000 96GB VRAM • CoreWeave $1.20/hour 8x GPU configuration Updated: 10/7/2026 ★Best Price Not Available CoreWeave

A100 SXM 80GB VRAM • CoreWeave	$1.21/hr★ Best 8x GPU	Not Available	—	CoreWeave
A100 SXM 80GB VRAM • CoreWeave $1.21/hour 8x GPU configuration Updated: 10/7/2026 ★Best Price Not Available CoreWeave
B200 180GB VRAM • CoreWeave	$4.26/hr★ Best 8x GPU	Not Available	—	CoreWeave
B200 180GB VRAM • CoreWeave $4.26/hour 8x GPU configuration Updated: 10/7/2026 ★Best Price Not Available CoreWeave
GH200 96GB VRAM • CoreWeave	$6.50/hr★ Best	Not Available	—	CoreWeave
GH200 96GB VRAM • CoreWeave $6.50/hour Updated: 10/7/2026 ★Best Price Not Available CoreWeave
H100 SXM 80GB VRAM • CoreWeave	$2.46/hr★ Best 8x GPU	Not Available	—	CoreWeave
H100 SXM 80GB VRAM • CoreWeave $2.46/hour 8x GPU configuration Updated: 10/7/2026 ★Best Price Not Available CoreWeave
H200 141GB VRAM • CoreWeave	$2.62/hr★ Best 8x GPU	Not Available	—	CoreWeave
H200 141GB VRAM • CoreWeave $2.62/hour 8x GPU configuration Updated: 10/7/2026 ★Best Price Not Available CoreWeave
HGX B300 288GB VRAM • CoreWeave	$4.48/hr★ Best 8x GPU	Not Available	—	CoreWeave
HGX B300 288GB VRAM • CoreWeave $4.48/hour 8x GPU configuration Updated: 10/7/2026 ★Best Price Not Available CoreWeave
L40 40GB VRAM • CoreWeave	$0.78/hr★ Best 8x GPU	Not Available	—	CoreWeave
L40 40GB VRAM • CoreWeave $0.78/hour 8x GPU configuration Updated: 10/7/2026 ★Best Price Not Available CoreWeave
L40S 48GB VRAM • CoreWeave	$0.98/hr★ Best 8x GPU	Not Available	—	CoreWeave
L40S 48GB VRAM • CoreWeave $0.98/hour 8x GPU configuration Updated: 10/7/2026 ★Best Price Not Available CoreWeave
RTX PRO 6000 96GB VRAM • CoreWeave	$1.20/hr★ Best 8x GPU	Not Available	—	CoreWeave
RTX PRO 6000 96GB VRAM • CoreWeave $1.20/hour 8x GPU configuration Updated: 10/7/2026 ★Best Price Not Available CoreWeave

LLM API Pricing Comparison

Total models: 3Both available: 0CoreWeave: 0Groq: 3

Showing 3 of 3 models

Prices per 1M tokens · Last updated: 10/8/2026, 7:00:35 PM

Model ↑	CoreWeave	Groq	Input Diff ↕
GPT-OSS-120B OpenAI	Not available	$0.150 in $0.600 out	—
GPT-OSS-20B OpenAI	Not available	$0.075 in $0.300 out	—
Qwen3.8 27B Alibaba	Not available	$0.800 in $4.00 out	—

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 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

Groq

LPU-Powered Inference
Custom Language Processing Units run inference, with 256 LPUs and 128 GB of on-chip SRAM per rack
OpenAI-Compatible API
Drop-in replacement for the OpenAI API at api.groq.com/openai/v1, including a Responses API
Layered Platform
GroqMetal bare-metal infrastructure, GroqCore inference stack, and GroqAssured enterprise governance, each including the layers below
Multimodal Endpoints
Text generation plus speech-to-text, text-to-speech, OCR and image recognition, and content moderation models
Agentic Systems and Built-In Tools
Compound systems that combine models with web search, code execution, remote MCP tools, and Google Workspace connectors
Service Tiers
Performance, flex, and batch processing tiers, plus prompt caching, structured outputs, and LoRA inference

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

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

Groq

Advantages

High published token speeds (500 t/s on GPT-OSS 120B, 1,000 t/s on GPT-OSS 20B)
OpenAI-compatible API for easy integration
Competitive pricing for open-weight models
Free tier available for testing

Considerations

Small model catalog: production text models are limited to OpenAI GPT-OSS
Focus on inference only - no training capabilities
Several models are preview-only and may be discontinued at short notice

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

Managed Software Services

Managed orchestration and platform services layered on CoreWeave infrastructure

Groq

Pricing Options

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

Groq

Pay-per-token

Token-based pricing with separate input/output rates; audio models are billed per hour and speech models per character

Batch and flex processing

Alternative service tiers for throughput-tolerant or bursty workloads instead of the standard on-demand tier

Enterprise capacity

Dedicated capacity and enterprise-only models quoted through sales

Free tier

Rate-limited free access for development and testing

Getting Started

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

Groq

Get Started

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

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

Groq

Global Regions

13 data centers across four continents, including sites in the US (Liberty Lake, St Paul, Dallas, Houston), Canada (Kamloops, Vaudreuil-Dorion, Calgary), Finland, the UK, Australia, and Saudi Arabia

Support

Documentation and API reference, developer community, production readiness guides, and enterprise onboarding via sales