On-Premise & Private Cloud

GPU Management Platform

Deploy in 5 minutes. 90%+ GPU Utilization.
Zero DevOps overhead.

Built for teams who need complete ownership and control over their GPU infrastructure. Deploy on-premise or in your private cloud — your data stays with you.

90%+
GPU Utilization
5 min
Deployment Time
Zero
DevOps Required

Multi-tenant Management

Allocate GPUs across teams with fine-grained access control

100% Isolation

Real-time Monitoring

Live dashboards for utilization, metrics, and cost tracking

24/7 Visibility

Smart Orchestration

Intelligent job scheduling and auto-scaling

90%+ Utilization

Fleet Control

Centralized dashboard for your entire GPU infrastructure

Zero DevOps
On-Premise & Private Cloud
Your data stays with you
Enterprise security

Enterprise GPU Management Made Simple

From complex infrastructure to unified control in minutes. Everything you need to manage GPUs at scale.

100% Resource Isolation

Multi-tenant GPU Management

Allocate GPUs across teams and projects with fine-grained access control and resource isolation.

Team-based quotasProject isolationRole-based access control
24/7 Real-time Visibility

GPU Monitoring & Metrics

Real-time visibility into GPU utilization, memory, temperature, and performance across your entire fleet.

Live dashboardsUsage analyticsCost tracking
90%+ GPU Utilization

GPU Orchestration & Scheduling

Intelligent job queuing and auto-scaling to maximize GPU utilization and minimize wait times.

Job queuingAuto-scalingResource optimization
Enterprise-grade Security

Enterprise GPU Fleet Control

Central dashboard for managing your entire GPU infrastructure with enterprise-grade security and compliance.

Centralized controlMulti-cluster supportAudit logging

Platform Tiers

Choose the right tier for your GPU management needs. All tiers include on-premise and private cloud deployment.

Starter

For teams up to 5 GPUs

Free forever
Most Popular

Scale

For teams up to 50 GPUs

Hyperscale

Unlimited GPUs

Enterprise
Compute
VM (GPU Passthrough)
NVIDIA MIG
Spot VM
Deployment
One Click Deploy (Dedicated Endpoint)
Float16 Blueprint
Management
Time-based quota
RBAC
Yes
Yes
Yes
Billing system
GPU Usage Monitoring
Support
Support Ticket

Looking for more advanced features?

We offer additional enterprise capabilities including vGPU, serverless GPU, hybrid cloud deployment, and more. Contact us to learn about our full feature set.

How Float16 Compares

Choose the right GPU infrastructure solution for your organization.

Recommended

Float16

Serverless GPU, AI PaaS, Hybrid Cloud

Slurm

Traditional HPC job scheduler

Kubernetes

Container orchestration

Traditional VM

Legacy virtualization

Baremetal

Direct hardware access

Multi-Tenancy
Quota Management
Workload Type
Serverless / PaaS
Batch / HPC
Containers
VMs
Any
Cloud Strategy
Hybrid Cloud
Single Cloud
Hybrid Cloud
Single Cloud
Single Cloud
Docker Support
Full Docker
No Docker
No DinD
Full Docker
Full Docker
80%
TCO Reduction
5x
Faster Deployment
90%+
GPU Utilization

Best for: Multi-tenant teams needing quota management

Float16 combines the flexibility of serverless with enterprise-grade quota control.

Choose Your Deployment

Deploy on your infrastructure for full control, or explore the platform on Float16 Cloud.

Recommended

Your Infrastructure

On-Premise & Private Cloud

Deploy the GPU Management Platform on your own infrastructure for complete control and data sovereignty.

  • Full control over your hardware
    1000+ GPUs
  • Data stays in your environment
    100% Privacy
  • Custom security policies
    SOC2 Ready
  • Compliance with your requirements
    HIPAA Ready
  • Dedicated support & SLA
    24/7 Support
  • Custom integrations
    Full API

Float16 Cloud

Explore the Platform

Try the GPU Management Platform on our cloud to experience the features and capabilities.

  • Instant access
    5 min setup
  • No setup required
    Zero DevOps
  • Explore all features
    Full Access
  • Get the mood and feel
    Free Trial
  • Developer-friendly
    REST API
  • Pay as you go
    No Lock-in

Built for Every GPU Team

Whether you're a startup or an enterprise, our platform adapts to your needs.

100+
GPUs Managed

Enterprise Teams

Large organizations managing GPU infrastructure at scale across multiple teams and departments.

  • Centralized visibility across all GPU resources
  • Cost allocation and chargeback per department
  • Enterprise SSO and compliance features
  • Dedicated support and custom SLAs
90%+
GPU Utilization

ML/AI Teams

Data science and ML engineering teams running training jobs and inference workloads.

  • Efficient job scheduling and queuing
  • Real-time experiment tracking
  • GPU utilization optimization
  • Seamless integration with ML frameworks
Free
Start Today

Startups & SMBs

Growing companies that need efficient GPU access without the overhead of infrastructure management.

  • Start free with up to 5 GPUs
  • Scale as your needs grow
  • Simple, predictable pricing
  • No GPU expertise required

Common Use Cases

See how teams are using the GPU Management Platform to streamline their GPU operations.

40% faster training

ML Training Pipelines

Schedule and manage large-scale training jobs across your GPU cluster with intelligent queuing and resource allocation.

99.9% uptime SLA

Inference Optimization

Monitor and optimize inference workloads with real-time metrics on latency, throughput, and GPU utilization.

50+ concurrent teams

Multi-Team Collaboration

Enable multiple teams to share GPU resources efficiently with isolated workspaces and team-based quotas.

Up to 80% savings

Cost Optimization

Track GPU usage by project and team, set budgets and alerts, and optimize spend with detailed analytics.

Instant GPU access

Research & Development

Give researchers flexible access to GPUs for experimentation while maintaining governance and control.

Full audit trail

Compliance & Audit

Meet compliance requirements with comprehensive audit logging, access controls, and security features.

On-Premise & Private Cloud

Ready to Deploy on Your Infrastructure?

Transform GPU chaos into unified control. Get a personalized demo and see how Float16 can streamline your GPU management.

Setup in 5 minutes
90%+ GPU Utilization
On-Premise Ready
Enterprise Security
Data Sovereignty
24/7 Support