/ Platform Architecture

One API. Every GPU on the network.

Hyperbolic aggregates distributed GPU supply into a single low-latency inference and training endpoint—hardware-agnostic, no reserved instances, no lock-in.

Wide environmental shot of a live data center corridor, extreme-left framing, dense GPU server racks filling the frame, fiber optic cables bundled and routed overhead, cool white fluorescent lighting casting hard shadows on steel chassis faces
Wide environmental shot of a live data center corridor, extreme-left framing, dense GPU server racks filling the frame, fiber optic cables bundled and routed overhead, cool white fluorescent lighting casting hard shadows on steel chassis faces
— Supply Aggregation

Distributed supply, unified routing layer

Hyperbolic's routing layer ingests GPU capacity from data centers, colocation facilities, and individual contributors, normalizing availability across providers into a single API surface.

Inference requests are scheduled against live hardware availability with sub-millisecond routing decisions. No single point of failure, no manual capacity planning on your end.

• Infrastructure Guarantees

Reliability and security in the routing layer

Hardware-agnostic compute

Security baked into routing

Pay-as-you-go unit economics

Workload isolation, encrypted transit, and contributor verification are enforced at the routing layer—not patched on afterward. Your data doesn't touch untrusted nodes.

H100, A100, RTX 4090, and more—workloads run on whichever GPU tier matches your latency and cost target without re-engineering your stack.

Per-second billing, no reserved instances, no surprise egress fees. Spend scales with actual usage—idle time costs nothing and there's no exit penalty.

Close-up overhead shot of a network topology diagram printed on matte paper, overlaid with a live monitoring dashboard on a dark terminal screen, fiber optic junction box visible at the bottom edge, cool blue screen glow mixing with warm desk lamp, sharp focus on connection node labels
Close-up overhead shot of a network topology diagram printed on matte paper, overlaid with a live monitoring dashboard on a dark terminal screen, fiber optic junction box visible at the bottom edge, cool blue screen glow mixing with warm desk lamp, sharp focus on connection node labels
+ Technical Specs

High-throughput inference, low latency by design

The inference API delivers high-throughput batch and streaming completions with per-request SLA tracking. Latency profiles are published per GPU tier and updated in real time.

Global availability across North America, Europe, and Asia-Pacific. Automatic failover reroutes traffic within the region when a node degrades—no manual intervention required.