What is the difference between Cerebras and CoreWeave?

Cerebras 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: Cerebras 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 Cerebras 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 Cerebras and CoreWeave, with 0 models available from both providers.

Cerebras vs CoreWeave

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

Cerebras

Provider 1

GPUs Available

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CoreWeave

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Cerebras GPUs

CoreWeave GPUs

Direct Comparisons

GPU Pricing Comparison

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

Showing 9 of 9 GPUs

Last updated: 10/21/2026, 9:26:20 AM

GPU Model ↑	Cerebras Price	CoreWeave Price	Price Diff ↕	Sources
A100 SXM 80GB VRAM • CoreWeave	Not Available	$1.19/hr★ Best 8x GPU	—	CoreWeave
A100 SXM 80GB VRAM • Not Available CoreWeave $1.19/hour 8x GPU configuration Updated: 10/19/2026 ★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: 10/19/2026 ★Best Price CoreWeave
GH200 96GB VRAM • CoreWeave	Not Available	$6.50/hr★ Best	—	CoreWeave
GH200 96GB VRAM • Not Available CoreWeave $6.50/hour Updated: 10/19/2026 ★Best Price CoreWeave
H100 SXM 80GB VRAM • CoreWeave	Not Available	$2.44/hr★ Best 8x GPU	—	CoreWeave
H100 SXM 80GB VRAM • Not Available CoreWeave $2.44/hour 8x GPU configuration Updated: 10/19/2026 ★Best Price CoreWeave
H200 141GB VRAM • CoreWeave	Not Available	$2.58/hr★ Best 8x GPU	—	CoreWeave
H200 141GB VRAM • Not Available CoreWeave $2.58/hour 8x GPU configuration Updated: 10/19/2026 ★Best Price 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: 10/19/2026 ★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: 10/19/2026 ★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: 10/19/2026 ★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: 10/19/2026 ★Best Price CoreWeave

A100 SXM 80GB VRAM • CoreWeave	Not Available	$1.19/hr★ Best 8x GPU	—	CoreWeave
A100 SXM 80GB VRAM • Not Available CoreWeave $1.19/hour 8x GPU configuration Updated: 10/19/2026 ★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: 10/19/2026 ★Best Price CoreWeave
GH200 96GB VRAM • CoreWeave	Not Available	$6.50/hr★ Best	—	CoreWeave
GH200 96GB VRAM • Not Available CoreWeave $6.50/hour Updated: 10/19/2026 ★Best Price CoreWeave
H100 SXM 80GB VRAM • CoreWeave	Not Available	$2.44/hr★ Best 8x GPU	—	CoreWeave
H100 SXM 80GB VRAM • Not Available CoreWeave $2.44/hour 8x GPU configuration Updated: 10/19/2026 ★Best Price CoreWeave
H200 141GB VRAM • CoreWeave	Not Available	$2.58/hr★ Best 8x GPU	—	CoreWeave
H200 141GB VRAM • Not Available CoreWeave $2.58/hour 8x GPU configuration Updated: 10/19/2026 ★Best Price 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: 10/19/2026 ★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: 10/19/2026 ★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: 10/19/2026 ★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: 10/19/2026 ★Best Price CoreWeave

LLM API Pricing Comparison

Total models: 2Both available: 0Cerebras: 2CoreWeave: 0

Showing 2 of 2 models

Prices per 1M tokens · Last updated: 10/21/2026, 9:26:20 AM

Model ↑	Cerebras	CoreWeave	Input Diff ↕
GPT-OSS-120B OpenAI	$0.350 in $0.750 out	Not available	—
Qwen3.8 27B Alibaba	$0.990 in $1.49 out	Not available	—

Features Comparison

Cerebras

Wafer-Scale Inference
Models run on the Cerebras Wafer-Scale Engine, which keeps model weights in on-chip SRAM to reach published speeds in the thousands of tokens per second
OpenAI-Compatible API
Chat Completions and Completions endpoints at api.cerebras.ai/v1, usable from the OpenAI SDKs or the Cerebras Python and TypeScript SDKs
Open-Weight Model Catalog
Public endpoints serve unmodified open-weight models such as OpenAI GPT OSS and Qwen, with a documented policy of no pruning on hosted models
Reasoning and Tool Calling
Configurable reasoning effort, streaming, structured outputs, parallel tool calling, and prompt caching across the catalog
Image Inputs
Vision-capable models accept PNG and JPEG images alongside text
Dedicated Endpoints
Private, provisioned endpoints on reserved capacity with fine-tuning, weight management, and additional model families, arranged through sales

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

Cerebras

Advantages

Published throughput in the thousands of tokens per second on public models
Drop-in OpenAI-compatible API with first-party Python and TypeScript SDKs
Serves original, unpruned open-weight models with a stated no-modification policy
Free trial credits on signup, then self-serve pay-as-you-go

Considerations

Very small public model catalog compared with GPU-based inference providers
Free-tier context windows are roughly half the paid-tier limits
Preview models can be withdrawn and are not intended for production use

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

Cerebras

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

Cerebras

Free Trial

Time-limited credits granted on signup, with lower rate limits and context windows than paid tiers

Developer (Pay as You Go)

Prepaid credits billed per million input and output tokens at published per-model rates

Enterprise and Dedicated Endpoints

Reserved capacity, higher rate limits, and additional models on custom terms through sales

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

Cerebras

Get Started

1
Create an account
Sign up at cloud.cerebras.ai and add a payment method to activate the free trial
2
Get an API key
Generate a key from the Cloud Console
3
Install an SDK
pip install cerebras_cloud_sdk or npm install @cerebras/cerebras_cloud_sdk, or use the OpenAI SDK pointed at api.cerebras.ai/v1
4
Make a request
Call chat completions with a model ID from the catalog, such as gpt-oss-120b

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

Cerebras

Global Regions

Cerebras-operated data centers in North America, with expansion into Europe; no region selection on the public API

Support

Documentation and API reference, model-specific guides, Cloud Console usage monitoring, Discord community, and enterprise support for dedicated customers

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