What is the difference between Cerebras and Novita AI?

Cerebras and Novita AI 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 Novita AI?

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 Novita AI?

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 4 different GPU models across both Cerebras and Novita AI, with 0 models available from both providers.

Cerebras vs Novita AI

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

Cerebras

Provider 1

GPUs Available

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Novita AI

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Cerebras GPUs

Novita AI GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 4Both available: 0Cerebras: 0Novita AI: 4

Showing 4 of 4 GPUs

Last updated: 10/13/2026, 3:09:04 AM

GPU Model ↑	Cerebras Price	Novita AI Price	Price Diff ↕	Sources
H100 SXM 80GB VRAM • Novita AI	Not Available	$1.70/hr★ Best	—	Novita Market API
H100 SXM 80GB VRAM • Not Available Novita AI $1.70/hour Updated: 10/12/2026 ★Best Price Novita Market API
L40S 48GB VRAM • Novita AI	Not Available	$0.55/hr★ Best	—	Novita Market API
L40S 48GB VRAM • Not Available Novita AI $0.55/hour Updated: 10/12/2026 ★Best Price Novita Market API
RTX 4090 24GB VRAM • Novita AI	Not Available	$0.34/hr★ Best	—	Novita Market API
RTX 4090 24GB VRAM • Not Available Novita AI $0.34/hour Updated: 10/12/2026 ★Best Price Novita Market API
RTX 5090 32GB VRAM • Novita AI	Not Available	$0.36/hr★ Best	—	Novita Market API
RTX 5090 32GB VRAM • Not Available Novita AI $0.36/hour Updated: 10/12/2026 ★Best Price Novita Market API

H100 SXM 80GB VRAM • Novita AI	Not Available	$1.70/hr★ Best	—	Novita Market API
H100 SXM 80GB VRAM • Not Available Novita AI $1.70/hour Updated: 10/12/2026 ★Best Price Novita Market API
L40S 48GB VRAM • Novita AI	Not Available	$0.55/hr★ Best	—	Novita Market API
L40S 48GB VRAM • Not Available Novita AI $0.55/hour Updated: 10/12/2026 ★Best Price Novita Market API
RTX 4090 24GB VRAM • Novita AI	Not Available	$0.34/hr★ Best	—	Novita Market API
RTX 4090 24GB VRAM • Not Available Novita AI $0.34/hour Updated: 10/12/2026 ★Best Price Novita Market API
RTX 5090 32GB VRAM • Novita AI	Not Available	$0.36/hr★ Best	—	Novita Market API
RTX 5090 32GB VRAM • Not Available Novita AI $0.36/hour Updated: 10/12/2026 ★Best Price Novita Market API

LLM API Pricing Comparison

Total models: 58Both available: 2Cerebras: 2Novita AI: 58

Showing 15 of 58 models

Prices per 1M tokens · Last updated: 10/13/2026, 3:09:04 AM

Model ↑	Cerebras	Novita AI	Input Diff ↕
DeepSeek R1 DeepSeek	Not available	$0.700 in $2.50 out	—
DeepSeek R1 0528 Qwen3 8B DeepSeek	Not available	$0.060 in $0.090 out	—
DeepSeek V4 Flash DeepSeek	Not available	$0.440 in $1.32 out	—
DeepSeek V4 Pro DeepSeek	Not available	$1.32 in $3.96 out	—
DeepSeek V4.1 Flash DeepSeek	Not available	$0.300 in $1.20 out	—
ERNIE 4.5 21B Baidu	Not available	$0.070 in $0.280 out	—
Gemma 3 12B Google	Not available	$0.050 in $0.100 out	—
Gemma 3 27B Google	Not available	$0.119 in $0.200 out	—
Gemma 4 26B Google	Not available	$0.130 in $0.400 out	—
Gemma 4 31B Google	Not available	$0.140 in $0.400 out	—
GLM 4.7 Flash Zhipu	Not available	$0.070 in $0.400 out	—
GLM-4.5 Air Zhipu	Not available	$0.130 in $0.850 out	—
GLM-4.5V Z AI	Not available	$0.600 in $1.80 out	—
GLM-4.6 Zhipu	Not available	$0.550 in $2.20 out	—
GLM-4.6V Z AI	Not available	$0.300 in $0.900 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

Novita AI

OpenAI-Compatible Model API
One endpoint for 200+ text, image, audio and video models, callable with existing OpenAI client libraries
Open-Weight Catalogue
Qwen, DeepSeek, GLM, Kimi, MiniMax, Llama, Gemma and Nemotron families served serverlessly with per-token billing
Prompt Caching
Cache-read pricing published separately from standard input pricing on most chat models
Serverless and Dedicated GPUs
Per-second serverless GPU jobs, on-demand instances, and bare-metal clusters with H100 and H200 hardware
Private Endpoints
Dedicated deployments for workloads that need reserved capacity rather than shared serverless throughput
Agent Sandbox
Isolated runtimes for agent workloads that call models and execute tools, billed per second

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

Novita AI

Advantages

Broad open-weight model coverage under one API, so several model families can be compared without changing providers
Catalogue endpoint publishes per-model pricing openly, with no account required
Prompt caching rates published alongside standard input rates
Both token-billed inference and GPU rental available from one account

Considerations

Model catalogue turns over quickly, and retired models stay listed with a status flag rather than being removed
A few models use tiered billing where the rate depends on prompt length
Headquarters and data-centre regions are not published on the marketing site

Compute Services

Cerebras

Novita AI

Model APIs

Serverless per-token inference across text, image, audio and video models through an OpenAI-compatible API

GPU Instances

On-demand and serverless GPU compute, plus bare-metal clusters for larger deployments

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

Novita AI

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

Novita AI

Get Started

1
Sign up at novita.ai and generate an API key from the dashboard
2
Set the base URL to Novita's OpenAI-compatible endpoint and pass the API key as the bearer token
3
Browse the model library for the model id, then pass it as the model parameter
4
Move to a private endpoint or dedicated GPU instance when shared serverless throughput is not enough

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

Novita AI

Global Regions

Regional availability is not published on the marketing site.

Support

Documentation site, dashboard guidance, and email support at support@novita.ai.