Dedicated Inference
in our cloud or yours
Run mission-critical inference at massive scale with the OneInfer Inference Stack.
Peak performance under any load
We know every millisecond counts. That's why our dedicated deployments can autoscale across clouds and run on our optimized Inference Stack.
Get optimal model performance
Customize your infrastructure limits to reduce hardware latency for real-time model interaction.
Serve models reliably
We power four nines uptime and peace of mind that only cloud-agnostic autoscaling and blazing-fast cold starts can provide.
Lower costs at scale
We regularly see 6x better GPU utilization and 5-10x lower costs powered by our Inference Stack, so you can get more with less hardware.
When it's mission-critical, you shouldn't compromise
Engineered for when performance, reliability, and control matter. Low-latency inference in our cloud or yours; secure and compliant by default.
The fastest inference runtime
Get optimal model performance out of the box with the OneInfer Inference Stack, including runtime, kernel, and routing optimizations.
Cross-cloud autoscaling
Scale models across nodes, clusters, clouds, and regions. Don't worry about workload-cloud compatibility: our autoscaler does that for you.
Hands-on engineering support
Our engineers work as an extension of your team, customizing your deployments for your target latency, throughput, and cost.
Extensive model tooling
Deploy any model or ultra-low-latency compound AI system with comprehensive observability, detailed logging, and much more.
Designed for sensitive workloads
Dedicated deployments are single-tenant, can be region-locked, and are HIPAA compliant and SOC 2 Type II certified on OneInfer Cloud.
Flexible deployment options
Deploy models on OneInfer Cloud, self-host, or flex on demand with OneInfer Hybrid. We're compatible with every cloud.
Instant access to leading models
MODEL LIBRARY >Built for every stage in your inference journey
EXPLORE RESOURCES >Get started with Model APIs
Get instant access to leading AI models for testing or production use, each pre-optimized with the OneInfer Inference Stack.
GET STARTED >Train models for any use case
Train any model on any dataset with infra built for developers. Run multi-node jobs, get detailed metrics, persistent storage, and more.
LEARN MORE >Use the OneInfer Inference Stack
We solved countless problems at the hardware, model, and network layers to build the fastest inference engine on the market. Learn how.
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