A 10 percent price cut on a 30 percent gross margin is not a 10 percent problem. It is a 33 percent cut to unit profit, and it requires 50 percent more volume to finish the period where you started.
a16z’s State of Markets II raises the hyperscaler capex path and delays the GPU write-down. It does not answer the twenty-dollar seat or the lab cash-burn ratio.
Hyperscaler capex has decoupled from downstream software revenue. Subsidized $20 subscriptions, circular financing, and a 5% enterprise P&L hit rate leave mid-market operators exposed when the compute subsidy ends.
Empirical mechanics of discovery, talk ratios, multi-threading, cold outreach, and AI utilization across three hundred million sales interactions.