Streaming stutter: first token or the network

The laptop demo chatted fine. Hit the backend, an occasional thirty-second stall, UI spinning first. Someone proposes swapping the model. Logs say: client 10s timeout, upstream still generating, user retried, both calls billed. Swapping the model will not align three clocks. Chat says the model is slow. The gateway may have buffered the stream into one chunk.