GenAI Innovation

Highest Throughput. Maximum Utilisation. GenAI At Scale.

Orchestrate multi-cluster, multi-cloud CPU/GPU fleets for compute-intensive GenAI workloads. Achieve 40,000+ tasks per second with near-100% utilisation — without building or managing infrastructure.

Works With Your Existing Stack

YellowDog is a drop-in orchestration and high throughput scheduling layer for GenAI workloads. Keep using PyTorch, Ray, Slurm, or your existing workflows — we handle multi-cluster provisioning, scaling, and cost optimisation across clouds.

Multi-Cluster Scale

Coordinate workloads across clusters for maximum throughput.

Multi-Region Multi Cloud

Access compute wherever it is available—never wait for capacity.

Spot-Optimised

Cuts spot-GPU costs by 50–75% versus lower-throughput schedulers.

Compute-Aware Scheduling

Automatically match workloads to the fastest, most cost efficient GPUs.

Batch Inference at 40,000+ Tasks Per Second with 1m concurrent nodes

YellowDog combines High Throughput Scheduling (HTS) with massive concurrency to keep every GPU fully utilised. The result: faster batch completion, more tokens per GPU, and the lowest cost per token at scale.

Maximum Throughput

✓ 40,000+ Tasks Per Second

✓ More token processed per hour

✓ Fastest batch completion times

Massive Concurrency

✓ Up to 1 million workers

✓ Multi-cluster orchestration

✓ Elastic scaling across regions & clouds

Near 100% utilisation

✓ Maximum tokens per GPU

✓ No idle compute so no wasted spend

✓ Lowest cost per token

Best Source of Compute

YellowDog continuously analyses availability, performance, and price across clouds to provision the optimal CPU and GPU resources for every workload—maximising utilisation while minimising cost.

Global Benchmark Intelligence

Real-time CPU and GPU performance and pricing data across all major clouds.

Price Performance Optmisation

Automatic selection based on speed, cost, and utilisation—not just availability.

Faster Access to Scarce Compute

Multi-region, multi-cloud provisioning finds capacity others can't.

Near 100% Utilisation

No idle resources, no wasted spend—every workload fully saturated.

High Scale GenAI Acceleration

Choose the YellowDog plan that best drives your scale

Start free with no heavy lift. Shedule faster and slash compute costs then grow when you need multi-cluster, global‑scale orchestration, 24×7 support, and deep observability.

Starter

IDEAL FOR START-UPS
Get $500 Free Credit

Up to 3 clusters configured to your workload requirements.

High Throughput Scheduling (HTS) enabled as standard.

~100% compute utlilisation.

Your workflow onboarded—bring your code, we handle setup.

✓ End-to-end orchestration, optimisation, and spot resilience.

✓ $500 compute credit to run workloads at real scale.

Enterprise

ULTIMATE SCALE
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Everything in Starter.

Unlimited clusters.

✓ Millions of documents.

Millions of vCPUs in minutes.

Highest worker density (200+ workers/node).

Pro level Insights portal.

24×7 dedicated support.

Grafana dashboards & curated reporting.

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Get Started At Full Scale

We’ll configure your clusters, onboard your workflow, and give you $500 in compute credit. You just bring the code. No contracts. No upfront costs.

  • Up to 3 clusters configured to your requirements
  • 40,000+ tasks/sec with High Throughput Scheduling
  • Near-100% utilisation from day one