What is the difference between Deep Infra and Novita AI?

Deep Infra 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: Deep Infra 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 Deep Infra 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 8 different GPU models across both Deep Infra and Novita AI, with 0 models available from both providers.

Deep Infra vs Novita AI

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

Deep Infra

Provider 1

GPUs Available

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Novita AI

Provider 2

GPUs Available

Visit Website

Comparison Overview

Total GPU Models

Deep Infra GPUs

Novita AI GPUs

Direct Comparisons

Average Price Difference: $1.20/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 8Both available: 1Deep Infra: 5Novita AI: 4

Showing 8 of 8 GPUs

Last updated: 11/2/2026, 7:04:33 AM

GPU Model ↑	Deep Infra Price	Novita AI Price	Price Diff ↕	Sources
A100 SXM 80GB VRAM • Deep Infra	$1.49/hr★ Best	Not Available	—	Deep Infra
A100 SXM 80GB VRAM • Deep Infra $1.49/hour Updated: 11/2/2026 ★Best Price Not Available Deep Infra
B200 180GB VRAM • Deep Infra	$4.89/hr★ Best	Not Available	—	Deep Infra
B200 180GB VRAM • Deep Infra $4.89/hour Updated: 11/2/2026 ★Best Price Not Available Deep Infra
H100 SXM 80GB VRAM • Deep InfraNovita AI	$2.90/hr	$1.70/hr★ Best	↑+$1.20(+70.6%)	Deep Infra Novita Market API
H100 SXM 80GB VRAM • Deep Infra $2.90/hour Updated: 11/2/2026 Novita AI $1.70/hour Updated: 11/2/2026 ★Best Price Price Difference:↑+$1.20(+70.6%) Deep Infra Novita Market API
H200 141GB VRAM • Deep Infra	$3.49/hr★ Best	Not Available	—	Deep Infra
H200 141GB VRAM • Deep Infra $3.49/hour Updated: 11/2/2026 ★Best Price Not Available Deep Infra
HGX B300 288GB VRAM • Deep Infra	$5.89/hr★ Best	Not Available	—	Deep Infra
HGX B300 288GB VRAM • Deep Infra $5.89/hour Updated: 11/2/2026 ★Best Price Not Available Deep Infra
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: 11/2/2026 ★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: 11/2/2026 ★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: 11/2/2026 ★Best Price Novita Market API

A100 SXM 80GB VRAM • Deep Infra	$1.49/hr★ Best	Not Available	—	Deep Infra
A100 SXM 80GB VRAM • Deep Infra $1.49/hour Updated: 11/2/2026 ★Best Price Not Available Deep Infra
B200 180GB VRAM • Deep Infra	$4.89/hr★ Best	Not Available	—	Deep Infra
B200 180GB VRAM • Deep Infra $4.89/hour Updated: 11/2/2026 ★Best Price Not Available Deep Infra
H100 SXM 80GB VRAM • Deep InfraNovita AI	$2.90/hr	$1.70/hr★ Best	↑+$1.20(+70.6%)	Deep Infra Novita Market API
H100 SXM 80GB VRAM • Deep Infra $2.90/hour Updated: 11/2/2026 Novita AI $1.70/hour Updated: 11/2/2026 ★Best Price Price Difference:↑+$1.20(+70.6%) Deep Infra Novita Market API
H200 141GB VRAM • Deep Infra	$3.49/hr★ Best	Not Available	—	Deep Infra
H200 141GB VRAM • Deep Infra $3.49/hour Updated: 11/2/2026 ★Best Price Not Available Deep Infra
HGX B300 288GB VRAM • Deep Infra	$5.89/hr★ Best	Not Available	—	Deep Infra
HGX B300 288GB VRAM • Deep Infra $5.89/hour Updated: 11/2/2026 ★Best Price Not Available Deep Infra
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: 11/2/2026 ★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: 11/2/2026 ★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: 11/2/2026 ★Best Price Novita Market API

LLM API Pricing Comparison

Total models: 95Both available: 30Deep Infra: 67Novita AI: 58

Showing 15 of 95 models

Prices per 1M tokens · Last updated: 11/2/2026, 7:04:33 AM

Model ↑	Deep Infra	Novita AI	Input Diff ↕
Claude Fable 5 Anthropic	$10.00 in $50.00 out	Not available	—
Claude Haiku 4.5 Anthropic	$1.00 in $5.00 out	Not available	—
Claude Opus 4.7 Anthropic	$5.00 in $25.00 out	Not available	—
Claude Opus 4.8 Anthropic	$5.00 in $25.00 out	Not available	—
Claude Opus 5 Anthropic	$5.00 in $25.00 out	Not available	—
Claude Opus 5.5 Anthropic	$4.00 in $20.00 out	Not available	—
Claude Sonnet 4.6 Anthropic	$3.00 in $15.00 out	Not available	—
Claude Sonnet 5 Anthropic	$3.00 in $15.00 out	Not available	—
Claude Sonnet 5.5 Anthropic	$2.00 in $10.00 out	Not available	—
DeepSeek R1 DeepSeek	$0.500 in $2.15 out	$0.700 in $2.50 out	$0.200
DeepSeek R1 0528 Qwen3 8B DeepSeek	Not available	$0.060 in $0.090 out	—
DeepSeek V3 DeepSeek	$0.320 in $0.890 out	Not available	—
DeepSeek V3.1 DeepSeek	$0.250 in $0.950 out	Not available	—
DeepSeek V3.2 DeepSeek	$0.260 in $0.380 out	Not available	—
DeepSeek V4 Flash DeepSeek	$0.060 in $0.180 out	Not available	—

Features Comparison

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

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

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

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

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

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

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

Novita AI

Getting Started

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

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

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.

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.