Direct-Route
AI Inference
Every request runs on a dedicated, single-tenant instance— not a shared, queue-based pool — so your first token isn't stuck behind other tenants' traffic. The result: consistent, low TTFT and zero data retention, every call.
Built for developers who can't afford a slow first token.
Four architectural guarantees that separate a dedicated node from queue-based routing.
Single-Instance Direct-Route
Requests route straight to a dedicated, single-tenant instance, bypassing the global scheduling queues of queue-based routing. Execution starts immediately — ultra-low, consistent TTFT on every call.
Zero Data Retention + KV Isolation
Prompts and completions live entirely in GPU memory and are destroyed the instant a request completes. Page-level KV cache isolation makes cross-session context pollution physically impossible.
Horizontal Scaling Fleet
The gateway scales horizontally. As volume grows, dedicated hardware instances are provisioned into the routing mesh under one unified endpoint — seamless capacity, no cold pools.
Guaranteed Performance Integrity
Models run at advertised precision at all times — no dynamic quantization downgrades, no context truncation under load. Plus direct-to-architect support, 24/7, bypassing tier-1 ticket queues.
Your data's entire lifecycle. It never touches a disk.
Every request flows through a memory-only pipeline and is destroyed the instant it completes. There is no logging stage to opt out of — persistence simply doesn't exist in the path.
User Request
Prompt + params
Routing Layer
Request ingress
Secure Edge
TLS / HTTPS
Inference Gateway
Direct-route proxy
In-Memory GPU
Paged KV, no disk
Immediate Destruction
0 bytes persisted
A flat line is the whole point.
On queue-based routing, first-token latency rises and falls with how deep the shared queue runs at that moment. A dedicated direct-route sidesteps the queue entirely, holding a flat line request after request.
Feel the speed. No signup.
Query a live model and watch tokens render the instant they arrive — no typewriter easing, no buffering. What you see is the raw stream.
One node today. A routing mesh tomorrow.
Capacity expands horizontally under a single unified endpoint. New dedicated hardware joins the mesh as demand grows — your integration never changes.
Open weights, native precision, honest pricing.
Pay only for tokens, reconciled from metadata — never from your request content. Every model routes through the same dedicated endpoint, with more joining the catalog as we scale.
Gemma 4 12B IT
Gemma 4 26B IT
Route your next request directly.
One dedicated, single-tenant node — not a shared queue — with zero data retained. Point OpenRouter at GWMM and feel the difference on the first token.