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.
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.
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
✓ 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
✓ 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.
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






