What is the difference between Cerebras and Hyperstack?

Cerebras and Hyperstack 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 Hyperstack?

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 Hyperstack?

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 12 different GPU models across both Cerebras and Hyperstack, with 0 models available from both providers.

Cerebras vs Hyperstack

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

Cerebras

Provider 1

GPUs Available

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Hyperstack

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Cerebras GPUs

Hyperstack GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 12Both available: 0Cerebras: 0Hyperstack: 12

Showing 12 of 12 GPUs

Last updated: 10/22/2026, 7:56:56 PM

GPU Model ↑	Cerebras Price	Hyperstack Price	Price Diff ↕	Sources
A100 PCIe 80GB 80GB VRAM • Hyperstack	Not Available	$0.95/hr★ Best	—	Hyperstack
A100 PCIe 80GB 80GB VRAM • Not Available Hyperstack $0.95/hour Updated: 10/22/2026 ★Best Price Hyperstack
A100 SXM 80GB VRAM • Hyperstack	Not Available	$1.36/hr★ Best	—	Hyperstack
A100 SXM 80GB VRAM • Not Available Hyperstack $1.36/hour Updated: 10/22/2026 ★Best Price Hyperstack
B200 180GB VRAM • Hyperstack	Not Available	$5.10/hr★ Best	—	Hyperstack
B200 180GB VRAM • Not Available Hyperstack $5.10/hour Updated: 10/22/2026 ★Best Price Hyperstack
H100 NVL 94GB VRAM • Hyperstack	Not Available	$1.82/hr★ Best	—	Hyperstack
H100 NVL 94GB VRAM • Not Available Hyperstack $1.82/hour Updated: 10/22/2026 ★Best Price Hyperstack
H100 PCIe 80GB VRAM • Hyperstack	Not Available	$1.75/hr★ Best	—	Hyperstack
H100 PCIe 80GB VRAM • Not Available Hyperstack $1.75/hour Updated: 10/22/2026 ★Best Price Hyperstack
H100 SXM 80GB VRAM • Hyperstack	Not Available	$2.72/hr★ Best	—	Hyperstack
H100 SXM 80GB VRAM • Not Available Hyperstack $2.72/hour Updated: 10/22/2026 ★Best Price Hyperstack
H200 141GB VRAM • Hyperstack	Not Available	$2.79/hr★ Best	—	Hyperstack
H200 141GB VRAM • Not Available Hyperstack $2.79/hour Updated: 10/22/2026 ★Best Price Hyperstack
HGX B300 288GB VRAM • Hyperstack	Not Available	$7.40/hr★ Best	—	Hyperstack
HGX B300 288GB VRAM • Not Available Hyperstack $7.40/hour Updated: 10/22/2026 ★Best Price Hyperstack
L40 40GB VRAM • Hyperstack	Not Available	$0.70/hr★ Best	—	Hyperstack
L40 40GB VRAM • Not Available Hyperstack $0.70/hour Updated: 10/22/2026 ★Best Price Hyperstack
RTX A4000 16GB VRAM • Hyperstack	Not Available	$0.11/hr★ Best	—	Hyperstack
RTX A4000 16GB VRAM • Not Available Hyperstack $0.11/hour Updated: 10/22/2026 ★Best Price Hyperstack
RTX A6000 48GB VRAM • Hyperstack	Not Available	$0.35/hr★ Best	—	Hyperstack
RTX A6000 48GB VRAM • Not Available Hyperstack $0.35/hour Updated: 10/22/2026 ★Best Price Hyperstack
RTX PRO 6000 96GB VRAM • Hyperstack	Not Available	$1.30/hr★ Best	—	Hyperstack
RTX PRO 6000 96GB VRAM • Not Available Hyperstack $1.30/hour Updated: 10/22/2026 ★Best Price Hyperstack

A100 PCIe 80GB 80GB VRAM • Hyperstack	Not Available	$0.95/hr★ Best	—	Hyperstack
A100 PCIe 80GB 80GB VRAM • Not Available Hyperstack $0.95/hour Updated: 10/22/2026 ★Best Price Hyperstack
A100 SXM 80GB VRAM • Hyperstack	Not Available	$1.36/hr★ Best	—	Hyperstack
A100 SXM 80GB VRAM • Not Available Hyperstack $1.36/hour Updated: 10/22/2026 ★Best Price Hyperstack
B200 180GB VRAM • Hyperstack	Not Available	$5.10/hr★ Best	—	Hyperstack
B200 180GB VRAM • Not Available Hyperstack $5.10/hour Updated: 10/22/2026 ★Best Price Hyperstack
H100 NVL 94GB VRAM • Hyperstack	Not Available	$1.82/hr★ Best	—	Hyperstack
H100 NVL 94GB VRAM • Not Available Hyperstack $1.82/hour Updated: 10/22/2026 ★Best Price Hyperstack
H100 PCIe 80GB VRAM • Hyperstack	Not Available	$1.75/hr★ Best	—	Hyperstack
H100 PCIe 80GB VRAM • Not Available Hyperstack $1.75/hour Updated: 10/22/2026 ★Best Price Hyperstack
H100 SXM 80GB VRAM • Hyperstack	Not Available	$2.72/hr★ Best	—	Hyperstack
H100 SXM 80GB VRAM • Not Available Hyperstack $2.72/hour Updated: 10/22/2026 ★Best Price Hyperstack
H200 141GB VRAM • Hyperstack	Not Available	$2.79/hr★ Best	—	Hyperstack
H200 141GB VRAM • Not Available Hyperstack $2.79/hour Updated: 10/22/2026 ★Best Price Hyperstack
HGX B300 288GB VRAM • Hyperstack	Not Available	$7.40/hr★ Best	—	Hyperstack
HGX B300 288GB VRAM • Not Available Hyperstack $7.40/hour Updated: 10/22/2026 ★Best Price Hyperstack
L40 40GB VRAM • Hyperstack	Not Available	$0.70/hr★ Best	—	Hyperstack
L40 40GB VRAM • Not Available Hyperstack $0.70/hour Updated: 10/22/2026 ★Best Price Hyperstack
RTX A4000 16GB VRAM • Hyperstack	Not Available	$0.11/hr★ Best	—	Hyperstack
RTX A4000 16GB VRAM • Not Available Hyperstack $0.11/hour Updated: 10/22/2026 ★Best Price Hyperstack
RTX A6000 48GB VRAM • Hyperstack	Not Available	$0.35/hr★ Best	—	Hyperstack
RTX A6000 48GB VRAM • Not Available Hyperstack $0.35/hour Updated: 10/22/2026 ★Best Price Hyperstack
RTX PRO 6000 96GB VRAM • Hyperstack	Not Available	$1.30/hr★ Best	—	Hyperstack
RTX PRO 6000 96GB VRAM • Not Available Hyperstack $1.30/hour Updated: 10/22/2026 ★Best Price Hyperstack

LLM API Pricing Comparison

Total models: 5Both available: 1Cerebras: 2Hyperstack: 4

Showing 5 of 5 models

Prices per 1M tokens · Last updated: 10/22/2026, 7:56:56 PM

Model ↑	Cerebras	Hyperstack	Input Diff ↕
GPT-OSS-120B OpenAI	$0.350 in $0.750 out	$0.100 in $0.400 out	$0.250
Llama 3.1 8B Meta	Not available	$0.200 in $0.200 out	—
Llama 3.3 70B Meta	Not available	$0.800 in $0.800 out	—
Mistral Small Mistral	Not available	$0.400 in $0.400 out	—
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

Hyperstack

Managed Kubernetes
Automated software deployment, scaling and management
Pre-Configured Flavours
Optimized templates for GPU-accelerated workloads with custom flavor options
First Class API
Purpose-built API designed specifically for GPU cloud operations
Optimised Networking
Network architecture optimized for maximum GPU efficiency
Premium Storage
Multiple storage options including NVMe, HDD block, and HDD Shared storage
AI Studio
OpenAI-compatible inference on a catalog of text and image models, with playgrounds, knowledge bases and fine-tuning

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

Hyperstack

Advantages

Up to 75% more cost-effective than major cloud providers
GPU-optimized ecosystem for maximum performance efficiency
Easy-to-use platform with 1-click deployments
100% renewable energy powered infrastructure

Considerations

Limited global presence (primarily Europe and North America)
Niche market focus on GPU workloads
Less established compared to major cloud providers

Compute Services

Cerebras

Hyperstack

GPU Instances

Range of NVIDIA GPU options for various workloads with flexible pricing

On‑Demand GPU

Configure per‑GPU CPU/RAM with transparent published pricing.

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

Hyperstack

On-Demand

Per-GPU hourly rates billed per minute, with no commitment

Reservation

Discounted rates versus on-demand for reserved capacity; longer-term contracts via sales

Spot VMs

Lower-cost interruptible VMs on selected GPUs

AI Studio

Token-based inference pricing per 1M input/output tokens, and per-minute fine-tuning

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

Hyperstack

Get Started

1
Register Account
Sign up for Hyperstack cloud services
2
Choose Configuration
Select from pre-configured flavors or create custom ones
3
Deploy Resources
Launch GPU instances with 1-click deployment

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

Hyperstack

Global Regions

Data centers in Europe and North America

Support

Human support team, documentation, and developer resources