---
title: "Deploy | Inference.net"
description: "Deploy models that run fast at scale. Production infrastructure built for sustained AI workloads with low latency, high reliability, and 99.99% uptime."
url: "https://inference.net/products/deploy/"
---

# Deploy models that run fast at scale

Deploy to production on infrastructure built for sustained AI workloads. Low latency, high reliability, any environment. 99.99% uptime.

[Talk to an Engineer](https://inference.net/meet-with-us/) [Get Started](https://inference.net/register/)

Trusted by the world's best engineering teams.

Our Promise

## Latency is the feature your users feel first.

Response speed is the difference between a product people love and a product people abandon. We built Inference.net Deploy to be stable, transparent, and under your control—so your product stays fast as traffic grows.

#### Always Online

Dedicated infrastructure and production-grade uptime, with transparent incident communication when something goes wrong.

#### Model Swaps you Control

You decide when to switch or upgrade—no silent model changes behind your endpoint.

#### Own your weights

Your weights stay yours and stay portable, without dependence on external APIs that can change or disappear.

#### No Surprises

No stealth throttling, no surprise deprecations, and no pricing whiplash—changes are communicated before they hit production.

> “Our custom model is more accurate, more affordable, and cut request latency by more than 50%. The whole experience was a breeze, and the inference.net team was great to work with.”

Henry Langmack

Co-founder, CTO @ Cal AI

Capabilities

## Run anywhere. Scale on demand. Close the loop.

Everything you need to launch quickly, stay online, and feed production signals back into your next model.

[Get Started](https://inference.net/register/)

#### 99.99% Uptime

Run on dedicated infrastructure designed for steady latency and high availability.

#### Run in your Environment

Public cloud, private cloud, or hybrid—deploy where your business, compliance, and data residency requirements demand.

#### Scale without Drama

Handle real-world traffic spikes with autoscaling that responds in seconds, not minutes. Reliable enough that launch day isn't a liability.

#### Deploy what you Trained

Push fine-tuned models directly from Inference.net Train into production. One pipeline from training to serving.

#### Transparent Pricing

Understand what you're paying for and why, with clear visibility into usage and infrastructure behavior.

#### Close the Loop

Every deployed request flows back into Observe and Evaluate. Performance telemetry and quality signals feed the flywheel—so your next model is better than the last.

## Deploy any model in 5 minutes

Choose from our model catalog or bring your own weights. Dedicated infrastructure, transparent per-hour pricing, and production-grade uptime from the first request.

Kimi K2.5

$9.98/hr

B200 · 180 GiB VRAM [Deploy](https://inference.net/register/)

MiniMax-M2.5

$9.98/hr

B200 · 180 GiB VRAM [Deploy](https://inference.net/register/)

GLM-5

$9.98/hr

B200 · 180 GiB VRAM [Deploy](https://inference.net/register/)

GPT-OSS 120B

$9.98/hr

B200 · 180 GiB VRAM [Deploy](https://inference.net/register/)

[View All Models](https://inference.net/models/)

## Deploy production models today. Ship a better model tomorrow.

Dedicated infrastructure, transparent pricing, and a team that treats your uptime like it's ours.

[Talk to an Engineer](https://inference.net/meet-with-us/) [Get Started](https://inference.net/register/)