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Dedicated GPU deployments

Unlimited AI generation on a GPU that is only yours

Move image, video, audio, 3D and LLM inference off per-request billing and onto isolated infrastructure at a flat monthly price. Generate as much as you want — the invoice does not move.

From $249/monthMonth to monthBuy on a card, no sales cycle required
See plans and pricingTalk to an engineer

Prefer to read first? Enterprise API documentation

Teams on dedicated GPUs
450+Teams on dedicated GPUs
Uptime
99.9%Uptime
API requests served
500M+API requests served
Support
24/7Support

Past a certain volume, per-request billing stops making sense

Metered pricing is the right call while you are finding product-market fit. Once generation volume becomes a real line in your cost of goods, the thing you want is a bill that does not move when a customer has a good week.

Work out your crossover point

Enter what you run today and what you pay per generation. Both figures are yours — we do the arithmetic against the Basic Enterprise plan at $249/month.

You pay now

$500/mo

Dedicated GPU

$249/mo

You would save

$251/mo

At $0.01 per generation, the Basic Enterprise plan pays for itself at 24,900 generations a month. You are past that, so dedicated costs you less — and every generation above it is free rather than metered.

Pay-as-you-go against dedicated

Both are real options and we sell both. This is where the line falls.

Comparison of pay-as-you-go and dedicated GPU deployments
 Pay as you goDedicated GPU
What you payPer request. Scales with every generation.Flat monthly. Volume does not change the invoice.
Cost at scaleGrows with usage — your COGS moves with traffic.Fixed line item you can forecast and put in a model.
Throughput ceilingShared pool. You compete with general traffic.The GPU is yours. No competing pool traffic.
LatencyVaries with pool load.~1.2s per image, predictable under your own load.
Custom modelsCatalogue models only.Upload 100+ of your own checkpoints, LoRAs, ControlNets.
Where outputs landOur storage.Your own S3 bucket, your CDN, private signed URLs.

What you are actually buying

The details a technical buyer checks before putting this in front of their own customers.

Isolated capacity

Your workloads run on GPU capacity assigned to you — not a shared queue. Past 100 requests/second calls queue in order rather than failing, so traffic spikes degrade gracefully instead of dropping work.

Predictable latency

Around 1.2 seconds for a standard image generation, varying with resolution and step count. On the Standard plan a realtime server brings that close to 1 second.

You own the output

Everything generated on your deployment is yours, with full commercial rights. Resell it, ship it in your product, put it in front of your own customers.

Your data stays yours

Connect your own S3 bucket and outputs never sit in our storage. GDPR-aligned, with private signed URLs for delivery.

Bring your own models

Upload .ckpt, LoRA, embeddings, ControlNet and diffusers models. Load, switch and delete them over the API without redeploying.

One workload per server

Each server runs a single product — image generation, or LLM, or voice. Sizing more than one workload means more than one deployment, and we will tell you that before you buy rather than after.

Live in three steps

Switching cost is the objection nobody says out loud. Here is the whole of it.

  1. 01

    Pick a tier

    Start at $249/month on Basic. Buy it on a card in the normal way — no procurement cycle to get going.

  2. 02

    We provision the GPU

    Your deployment comes up with the models you want on it. Upload your own checkpoints at this point if you have them.

  3. 03

    Point your code at it

    Same request shape as the standard API against your dedicated endpoint. If you are already calling ModelsLab, this is a base-URL change.

Pick the GPU tier that fits your load

Every tier includes unlimited generations, your own S3 bucket, custom model uploads and 24/7 support. Move up a tier whenever throughput demands it.

Premium Enterprise

For someone with some serious traffic

$1999/monthly
100% refund policy 🛡️
🚀 Deploy GPU Server
Unlimited Usage
Hourly plan available to optimize high-traffic*

What's included:

  • Everything in Standard+
  • Unlimited Images 💥
  • No Rate Limiter 🔥
  • 80GB VRAM GPU 🤯
  • RTX A100 😎
  • Generation time 0.5s ✈️
  • 99.99% uptime 🧨
  • Load 1000 Models ✈️
🔥 Most Popular

Standard Enterprise

For Startups who want to use ton of models

$999/monthly
100% refund policy 🛡️
🚀 Deploy GPU Server
Unlimited Usage
Hourly plan available to optimize high-traffic*

What's included:

  • Everything in Basic+
  • Unlimited Images 🚀
  • No Rate Limiter 💥
  • 48GB VRAM GPU 🔥
  • RTX 6000 Ada 😍
  • Generation time 1s ✈️
  • 98% uptime Guarantee 🏎️
  • Load 500 Models 📀

Basic Enterprise

For Moderate traffic conditions

$249/monthly
100% refund policy 🛡️
🚀 Deploy GPU Server
Unlimited Usage
Hourly plan available to optimize high-traffic*

What's included:

  • Unlimited Images 🚀
  • No Rate Limiter 💥
  • 24GB VRAM GPU 🆘
  • RTX 3090 😀
  • Best for Starters 🦋
  • Generation time 2s ✈️
  • 99.9% uptime Guarantee 🚀
  • Load upto 100 Models 🐅

Need Custom Model?

Discuss your specific needs with us. We can help with a solution that aligns with your goals.

Book a Call

Before you put it through finance

Month to month
No annual lock-in on monthly plans. Quarterly billing is available on every tier if your finance team prefers fewer invoices.
Who owns the output
You do, with full commercial rights, including anything generated from your own uploaded models.
Where the data sits
Your own S3 bucket if you connect one, which means outputs never persist in our storage. GDPR-aligned.
Support
24/7 through support chat. On dedicated deployments you are talking to people who can see your server.
Scaling up or down
Change tier when your load changes. Sizing the wrong tier first is normal and reversible.
Something non-standard
Multi-GPU clusters, specific hardware, custom terms — that is a conversation, not a form. Talk to an engineer.
See plans and pricingTalk to an engineer

Deployment-ready models

FLUX, Stable Diffusion, Whisper, DeepSeek, Qwen and more, ready to run on your own GPU. Bring your own checkpoints alongside them.

Browse all models

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Want to know more? You can email us anytime at support@modelslab.com

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