Compute without Reservation

On-demand GPU inference for open models. Per-second billing. Zero cold starts. Engineered for absolute precision.

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INFRASTRUCTURE PARTNERS & SUPPORTED STACKS
HARDWARE-LEVEL PERFORMANCE

Bare-Metal Access. High-Bandwidth Interconnects.

We deploy custom server architectures designed specifically for large language models. Bypass virtualization overhead and execute inference directly on raw silicon. Fully optimized pipelines for Llama 3, Mixtral, and Flux.

LATENCY
< 15ms
THROUGHPUT
3.2 TB/s
INFRASTRUCTURAL PRECISION

Microsecond Billing. Zero Spin-Up.

Stop paying for idle compute. Our proprietary orchestration layer maintains a warm pool of state-of-the-art accelerators, delivering sub-200ms cold starts and true per-second billing accuracy.

  • terminal
    Per-Second Billing
    Granular usage tracking down to the millisecond execution time.
  • bolt
    200ms Cold Starts
    Instant model loading via direct NVMe-to-GPU memory transfer.

Engineered for Scale

High-density server configurations deployed globally for minimal latency routing.

H100 CLUSTER
Next-gen Hopper architecture nodes optimized for massive MoE inference.
Server racks in a cold aisle
A100 POOL
High-capacity Ampere clusters for cost-effective, continuous throughput.
Fibre bundle at the patch panel
800G BACKBONE
Ultra-low latency interconnects ensuring synchronized multi-node execution.

Deploy Infrastructure Today.

Join thousands of developers building the next generation of AI applications on Umbral.

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