What is the difference between Groq and Novita AI?

Groq 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: Groq 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 Groq 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 Groq and Novita AI, with 0 models available from both providers.

Groq vs Novita AI

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

Groq

Provider 1

GPUs Available

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Novita AI

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

Groq GPUs

Novita AI GPUs

Direct Comparisons

GPU Pricing Comparison

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

Showing 4 of 4 GPUs

Last updated: 10/27/2026, 5:43:51 AM

GPU Model ↑	Groq 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: 10/27/2026 ★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: 10/27/2026 ★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: 10/27/2026 ★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: 10/27/2026 ★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: 10/27/2026 ★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: 10/27/2026 ★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: 10/27/2026 ★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: 10/27/2026 ★Best Price Novita Market API

LLM API Pricing Comparison

Total models: 57Both available: 1Groq: 2Novita AI: 56

Showing 15 of 57 models

Prices per 1M tokens · Last updated: 10/27/2026, 5:43:51 AM

Model ↑	Groq	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 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 Z.ai	Not available	$0.070 in $0.400 out	—
GLM-4.5 Air Z.ai	Not available	$0.130 in $0.850 out	—
GLM-4.5V Z.ai	Not available	$0.600 in $1.80 out	—
GLM-4.6 Z.ai	Not available	$0.550 in $2.20 out	—
GLM-4.6V Z.ai	Not available	$0.300 in $0.900 out	—
GLM-4.7 Z.ai	Not available	$0.600 in $2.20 out	—

Features Comparison

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

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

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

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

Groq

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

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

Novita AI

Getting Started

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

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

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

Novita AI

Global Regions

Regional availability is not published on the marketing site.

Support

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