VisprBuilder

THE PRODUCT / COUNTERPARTIES & INTERFACES

One request. Providers compete.

Pick an eligible pool, collect bids, then run the winner.

Illustrated sequence · no requests dispatched
The core inference bid processAn app sends a request. Vispr chooses models that meet the task and app limits. Eligible providers bid in parallel. Vispr awards a qualifying bid, runs inference on the winner, and returns the response.App requestPrompt + policyPick eligible poolTask + app limitsLatency · cost · benchmarksProvider ASubmit bidProvider BSubmit bidProvider CSubmit bidAward & runWinning eligible bidResponseStream + traceApp requestPrompt + policyPick eligible poolTask + latency, cost & benchmark limitsProvider ASubmit bidProvider BSubmit bidProvider CSubmit bidAward & runWinning eligible bidResponseStream + trace

Every bid must satisfy the app’s limits. No qualifying bid means no dispatch.

Demo: simulated bids, real inference.