For providers

Earn traffic by proving performance.

Neural Router routes demand to providers that meet buyer intent: quality, latency, reliability, capability, region, and price. Bring capacity, pass conformance, and compete on the metrics that matter.

Why providers join

A demand channel with feedback, not a black-box listing.

A marketplace listing tells you that you are available. Neural Router tells you why you won, why you lost, and what to improve to earn more traffic.

Win and loss reasons

See exactly why you won or lost each request: price, latency, quality, quarantine, region, or capacity.

Scorecard and health history

A running record of your conformance, availability, latency, reliability, and quality drift.

Audition report

Prove quality on shadow traffic before you receive a single live customer request.

Dynamic pricing

Tune capacity and price through a pricing API and compete on the metrics the router actually uses.

Settlement and earnings

Clear visibility into what you earned, from which traffic, and when it settles.

Public methodology

Scorecards publish with preview windows, appeal flows, and a methodology you can read.

Quality standard

Conformance before traffic.

Endpoints are checked across the fundamentals before they can serve customers. New providers can be auditioned on shadow traffic first, so quality is proven, not promised.

Transport and authenticationOpenAI-compatible contract behaviorStreaming and abort handlingStructured output supportLatency and reliabilityRate-limit behavior and quality drift
Yield dashboard

See the market signal.

Understand your fill rate, traffic share, lost-request reasons, price gaps, latency gaps, quality issues, and earnings trend. Use it to improve your endpoint or adjust pricing.

Fill rate

traffic you captured

Lost requests

and the reason for each

Price gap

vs the winning route

Earnings trend

over each cycle

Supply-side roadmap

Where the provider market is heading.

Dynamic pricing API Capacity commitments Instant settlements Public scorecards Inference spot market

Turn quality into demand.

List an endpoint, pass conformance, and let the router send you the traffic you have earned.