Deploy models that run fast at scale

Name: Inference.net Deploy
Brand: Inference.net

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

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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.

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.

Model	Instance Type	Price / Hour	Actions
Kimi K2.5	B200180 GiB VRAM	$9.98	Deploy
MiniMax-M2.5	B200180 GiB VRAM	$9.98	Deploy
GLM-5	B200180 GiB VRAM	$9.98	Deploy
GPT-OSS 120B	B200180 GiB VRAM	$9.98	Deploy

View All Models

Resources

Insights from our research team.

Specialized LLMs: The model you need doesn't exist yet

Blog Post

Feb 5, 2026

Specialized LLMs: The model you need doesn't exist yet

Specialized LLMs trained on your own user data can match frontier quality for a fraction of the cost

Sam Hogan

Read Post

Project OSSAS: Custom LLMs to process 100 Million Research Papers

Blog Post

Nov 11, 2025

Project OSSAS: Custom LLMs to process 100 Million Research Papers

Project OSSAS is a large-scale open-science initiative to make the world’s scientific knowledge accessible through AI-generated summaries of research papers.

Sam Hogan

Read Post