What is the difference between GMI Cloud and Novita AI?

GMI Cloud 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: GMI Cloud 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 GMI Cloud 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 7 different GPU models across both GMI Cloud and Novita AI, with 0 models available from both providers.

GMI Cloud vs Novita AI

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

GMI Cloud

Provider 1

GPUs Available

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Novita AI

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

GMI Cloud GPUs

Novita AI GPUs

Direct Comparisons

Average Price Difference: $0.90/hour between comparable GPUs

GPU Pricing Comparison

Total GPUs: 7Both available: 1GMI Cloud: 4Novita AI: 4

Showing 7 of 7 GPUs

Last updated: 11/6/2026, 9:36:27 PM

GPU Model ↑	GMI Cloud Price	Novita AI Price	Price Diff ↕	Sources
B200 180GB VRAM • GMI Cloud	$5.00/hr★ Best	Not Available	—	GMI Cloud
B200 180GB VRAM • GMI Cloud $5.00/hour Updated: 11/5/2026 ★Best Price Not Available GMI Cloud
GB200 384GB VRAM • GMI Cloud	$8.00/hr★ Best	Not Available	—	GMI Cloud
GB200 384GB VRAM • GMI Cloud $8.00/hour Updated: 11/5/2026 ★Best Price Not Available GMI Cloud
H100 SXM 80GB VRAM • GMI CloudNovita AI	$2.60/hr	$1.70/hr★ Best	↑+$0.90(+52.9%)	GMI Cloud Novita Market API
H100 SXM 80GB VRAM • GMI Cloud $2.60/hour Updated: 11/5/2026 Novita AI $1.70/hour Updated: 11/6/2026 ★Best Price Price Difference:↑+$0.90(+52.9%) GMI Cloud Novita Market API
H200 141GB VRAM • GMI Cloud	$3.20/hr★ Best	Not Available	—	GMI Cloud
H200 141GB VRAM • GMI Cloud $3.20/hour Updated: 11/5/2026 ★Best Price Not Available GMI Cloud
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: 11/6/2026 ★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: 11/6/2026 ★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: 11/6/2026 ★Best Price Novita Market API

B200 180GB VRAM • GMI Cloud	$5.00/hr★ Best	Not Available	—	GMI Cloud
B200 180GB VRAM • GMI Cloud $5.00/hour Updated: 11/5/2026 ★Best Price Not Available GMI Cloud
GB200 384GB VRAM • GMI Cloud	$8.00/hr★ Best	Not Available	—	GMI Cloud
GB200 384GB VRAM • GMI Cloud $8.00/hour Updated: 11/5/2026 ★Best Price Not Available GMI Cloud
H100 SXM 80GB VRAM • GMI CloudNovita AI	$2.60/hr	$1.70/hr★ Best	↑+$0.90(+52.9%)	GMI Cloud Novita Market API
H100 SXM 80GB VRAM • GMI Cloud $2.60/hour Updated: 11/5/2026 Novita AI $1.70/hour Updated: 11/6/2026 ★Best Price Price Difference:↑+$0.90(+52.9%) GMI Cloud Novita Market API
H200 141GB VRAM • GMI Cloud	$3.20/hr★ Best	Not Available	—	GMI Cloud
H200 141GB VRAM • GMI Cloud $3.20/hour Updated: 11/5/2026 ★Best Price Not Available GMI Cloud
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: 11/6/2026 ★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: 11/6/2026 ★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: 11/6/2026 ★Best Price Novita Market API

LLM API Pricing Comparison

Total models: 92Both available: 38GMI Cloud: 71Novita AI: 59

Showing 15 of 92 models

Prices per 1M tokens · Last updated: 11/6/2026, 9:36:27 PM

Model ↑	GMI Cloud	Novita AI	Input Diff ↕
DeepSeek R1 DeepSeek	$0.570 in $2.29 out	$0.700 in $2.50 out	$0.130
DeepSeek R1 0528 Qwen3 8B DeepSeek	Not available	$0.060 in $0.090 out	—
DeepSeek V3 DeepSeek	$0.290 in $1.14 out	Not available	—
DeepSeek V3.2 DeepSeek	$0.209 in $0.310 out	Not available	—
DeepSeek V4 Flash DeepSeek	$0.091 in $0.182 out	Not available	—
DeepSeek V4 Flash Vision DeepSeek	$0.440 in $1.32 out	Not available	—
DeepSeek V4 Pro DeepSeek	$0.957 in $1.91 out	$1.32 in $3.96 out	$0.363
DeepSeek V4.1 Flash DeepSeek	$0.180 in $0.720 out	$0.300 in $1.20 out	$0.120
Gemini 3 Flash Google	$0.500 in $3.00 out	Not available	—
Gemini 3.1 Flash Lite Google	$0.250 in $1.50 out	Not available	—
Gemini 3.1 Pro Google	$2.00 in $12.00 out	Not available	—
Gemini 3.5 Flash Google	$1.50 in $9.00 out	Not available	—
Gemini 3.5 Flash-Lite Google	$0.300 in $2.50 out	Not available	—
Gemini 3.6 Flash Google	$1.50 in $7.50 out	Not available	—
Gemini 3.7 Flash Google	$0.750 in $3.75 out	Not available	—

Features Comparison

GMI Cloud

Serverless Inference
OpenAI-compatible endpoints for LLM and multimodal models with request batching and scaling to zero
Dedicated GPU Compute
Managed Kubernetes clusters, container instances, and bare-metal servers with RDMA-ready networking
Blackwell Capacity
GB200 available and GB300 on pre-order alongside H100, H200, and B200 systems
Studio and AgentBox
Visual workflow builder for multi-step model pipelines plus a marketplace for publishing and using AI agents
Reserved + On-Demand
Both hourly on-demand capacity and longer-term committed reservations are published

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

GMI Cloud

Advantages

Transparent published per-GPU hourly rates
Access to current Blackwell-generation systems
OpenAI-compatible inference API alongside dedicated GPU clusters

Considerations

Smaller global footprint than hyperscalers
Newer entrant relative to long-established providers
Published GPU catalog covers only datacenter-class parts, with no lower-tier options such as L4 or L40S

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

GMI Cloud

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

GMI Cloud

On-Demand Containers

Hourly billing for self-serve GPU containers

Reserved Private Cloud

Discounted longer-term reservations of dedicated GPU clusters

Serverless Inference

Per-token billing for LLM endpoints and per-request billing for image and video models

Novita AI

Getting Started

GMI Cloud

Get Started

1
Create an account
Sign up for the GMI Cloud console
2
Pick a GPU and region
Select an on-demand container, bare-metal cluster, or inference endpoint
3
Deploy your workload
Launch via the console or programmatically through the GMI API

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

GMI Cloud

Global Regions

Data centers in North America and Asia, with region-aware pricing and unified billing

Support

Documentation, self-service console, Discord community, and enterprise support 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.