What is the difference between Cerebras and Deep Infra?

Cerebras and Deep Infra 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 Deep Infra?

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 Deep Infra?

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 5 different GPU models across both Cerebras and Deep Infra, with 0 models available from both providers.

Cerebras vs Deep Infra

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

Cerebras

Provider 1

GPUs Available

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Deep Infra

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

Cerebras GPUs

Deep Infra GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 5Both available: 0Cerebras: 0Deep Infra: 5

Showing 5 of 5 GPUs

Last updated: 11/2/2026, 7:56:46 AM

GPU Model ↑	Cerebras Price	Deep Infra Price	Price Diff ↕	Sources
A100 SXM 80GB VRAM • Deep Infra	Not Available	$1.49/hr★ Best	—	Deep Infra
A100 SXM 80GB VRAM • Not Available Deep Infra $1.49/hour Updated: 11/2/2026 ★Best Price Deep Infra
B200 180GB VRAM • Deep Infra	Not Available	$4.89/hr★ Best	—	Deep Infra
B200 180GB VRAM • Not Available Deep Infra $4.89/hour Updated: 11/2/2026 ★Best Price Deep Infra
H100 SXM 80GB VRAM • Deep Infra	Not Available	$2.90/hr★ Best	—	Deep Infra
H100 SXM 80GB VRAM • Not Available Deep Infra $2.90/hour Updated: 11/2/2026 ★Best Price Deep Infra
H200 141GB VRAM • Deep Infra	Not Available	$3.49/hr★ Best	—	Deep Infra
H200 141GB VRAM • Not Available Deep Infra $3.49/hour Updated: 11/2/2026 ★Best Price Deep Infra
HGX B300 288GB VRAM • Deep Infra	Not Available	$5.89/hr★ Best	—	Deep Infra
HGX B300 288GB VRAM • Not Available Deep Infra $5.89/hour Updated: 11/2/2026 ★Best Price Deep Infra

A100 SXM 80GB VRAM • Deep Infra	Not Available	$1.49/hr★ Best	—	Deep Infra
A100 SXM 80GB VRAM • Not Available Deep Infra $1.49/hour Updated: 11/2/2026 ★Best Price Deep Infra
B200 180GB VRAM • Deep Infra	Not Available	$4.89/hr★ Best	—	Deep Infra
B200 180GB VRAM • Not Available Deep Infra $4.89/hour Updated: 11/2/2026 ★Best Price Deep Infra
H100 SXM 80GB VRAM • Deep Infra	Not Available	$2.90/hr★ Best	—	Deep Infra
H100 SXM 80GB VRAM • Not Available Deep Infra $2.90/hour Updated: 11/2/2026 ★Best Price Deep Infra
H200 141GB VRAM • Deep Infra	Not Available	$3.49/hr★ Best	—	Deep Infra
H200 141GB VRAM • Not Available Deep Infra $3.49/hour Updated: 11/2/2026 ★Best Price Deep Infra
HGX B300 288GB VRAM • Deep Infra	Not Available	$5.89/hr★ Best	—	Deep Infra
HGX B300 288GB VRAM • Not Available Deep Infra $5.89/hour Updated: 11/2/2026 ★Best Price Deep Infra

LLM API Pricing Comparison

Total models: 67Both available: 2Cerebras: 2Deep Infra: 67

Showing 15 of 67 models

Prices per 1M tokens · Last updated: 11/2/2026, 7:56:46 AM

Model ↑	Cerebras	Deep Infra	Input Diff ↕
Claude Fable 5 Anthropic	Not available	$10.00 in $50.00 out	—
Claude Haiku 4.5 Anthropic	Not available	$1.00 in $5.00 out	—
Claude Opus 4.7 Anthropic	Not available	$5.00 in $25.00 out	—
Claude Opus 4.8 Anthropic	Not available	$5.00 in $25.00 out	—
Claude Opus 5 Anthropic	Not available	$5.00 in $25.00 out	—
Claude Opus 5.5 Anthropic	Not available	$4.00 in $20.00 out	—
Claude Sonnet 4.6 Anthropic	Not available	$3.00 in $15.00 out	—
Claude Sonnet 5 Anthropic	Not available	$3.00 in $15.00 out	—
Claude Sonnet 5.5 Anthropic	Not available	$2.00 in $10.00 out	—
DeepSeek R1 DeepSeek	Not available	$0.500 in $2.15 out	—
DeepSeek V3 DeepSeek	Not available	$0.320 in $0.890 out	—
DeepSeek V3.1 DeepSeek	Not available	$0.250 in $0.950 out	—
DeepSeek V3.2 DeepSeek	Not available	$0.260 in $0.380 out	—
DeepSeek V4 Flash DeepSeek	Not available	$0.060 in $0.180 out	—
DeepSeek V4 Flash Vision DeepSeek	Not available	$0.440 in $1.32 out	—

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

Deep Infra

Drop-in OpenAI Replacement
OpenAI-compatible API for 100+ models including DeepSeek, Qwen, Llama 4, Claude, and Gemini families with autoscaling
Dedicated GPU Rentals
B200 instances with SSH access spin up in about 10 seconds and bill hourly
Custom LLM Deployments
Deploy your own Hugging Face models onto dedicated A100, H100, H200, B200, or B300 GPUs
Transparent GPU Pricing
Published per-GPU hourly rates for A100, H100, H200, B200, and B300 with competitive pricing
Owned Inference Infrastructure
Runs on its own inference-optimized hardware in US-based data centers rather than rented capacity
Comprehensive AI APIs
Support for text generation, vision and OCR, embeddings and reranking, image, video and music generation, and speech recognition and synthesis

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

Deep Infra

Advantages

Simple OpenAI-compatible API alongside controllable GPU rentals
Competitive hourly rates for NVIDIA GPUs including B200 and B300
Fast provisioning with SSH access for dedicated instances (ready in ~10 seconds)
Supports custom deployments in addition to hosted public models

Considerations

Infrastructure is US-based only, with no published international regions
Primarily focused on inference and GPU rentals rather than broader cloud services
Newer player compared to established cloud providers

Compute Services

Cerebras

Deep Infra

Serverless Inference

Hosted model APIs with autoscaling on Deep Infra's own inference infrastructure.

Drop-in OpenAI replacement - swap base URL, keep existing code
100+ models including the DeepSeek V4, Qwen 3.7, Llama 4, Claude 5, Gemini 3.5, Gemma 4, GLM-5, Kimi K2.7, and Nemotron 3 families

Dedicated GPU Instances

On-demand GPU nodes with SSH access for custom workloads.

GPU Clusters

Multi-node B200 and B300 clusters with SSH access for training and full-control workloads.

Rent a B200 or B300 cluster and run arbitrary workloads
On-demand DGX B300 configurations billed per instance-hour

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

Deep Infra

Serverless pay-per-token

OpenAI-compatible inference APIs billed per input and output token, with no idle GPU time or minimums

Dedicated GPU hourly rates

Published transparent hourly pricing for A100, H100, H200, B200, and B300 GPUs with pay-as-you-go billing

Per-execution-time billing

Non-LLM models are billed for inference execution time rather than per token

Cached input pricing

Prompt-cached input tokens are billed at a lower rate than uncached input tokens

No long-term commitments

Flexible hourly billing for dedicated instances with no prepayments, contracts, or minimums required

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

Deep Infra

Get Started

1
Create an account
Sign up (GitHub-supported) and open the Deep Infra dashboard
2
Enable billing
Add a payment method to unlock GPU rentals and API usage
3
Pick a GPU option
Choose serverless APIs or dedicated A100, H100, H200, B200, or B300 instances
4
Launch and connect
Start instances with SSH access or call the OpenAI-compatible API endpoints
5
Monitor usage
Track spend and instance status from the dashboard and shut down when idle

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

Deep Infra

Global Regions

Runs on self-operated, inference-optimized infrastructure in US-based data centers; no international region list is published.

Support

Documentation site, dashboard guidance, Discord community, feedback email (feedback@deepinfra.com), and contact-sales options.