Report what a reply spent reading its prompt, and pin the clock right
`UsageDelta` gains `prefillMs`, llama-server's own `timings.prompt_ms`, so the footer under a finished reply is "read 9.5s · 50.3 tok/s · 3:00 PM". Prefill is the half of a turn that was invisible and is often the larger: measured on the 0.6B here, 1m 4s for the first turn after a model loads against 22ms for the next, whose prompt the server still had cached. The clock moves to the end of the line. Everything in front of it is a provider's own measurement, so a session on another provider has fewer of them or none, and a reader who has learned where the time is should not have to find it again because the model changed. The costs grow leftwards into the space instead, and a test asserts every shape of the line ends with the same thing. Verified on the emulator against a real llama session: three replies reading "read 1m 4s · 193 tok/s · 3:54 PM", "read 25ms · 308 tok/s · 3:54 PM" and "read 22ms · 194 tok/s · 3:54 PM", with the clock in one column. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
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@@ -80,6 +80,8 @@ sealed class TranscriptItem {
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* known until the reply is over.
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*/
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val tokensPerSecond: Double? = null,
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/** How long the provider spent reading the prompt, where it measured that. */
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val prefillMs: Long? = null,
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) : TranscriptItem()
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/**
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@@ -633,7 +635,11 @@ fun foldEvent(items: List<TranscriptItem>, entry: SeqEvent): List<TranscriptItem
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is SessionEvent.UsageDelta ->
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when (val last = items.lastOrNull()) {
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is TranscriptItem.AssistantMsg ->
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items.dropLast(1) + last.copy(tokensPerSecond = event.tokensPerSecond)
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items.dropLast(1) +
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last.copy(
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tokensPerSecond = event.tokensPerSecond,
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prefillMs = event.prefillMs,
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)
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else -> items
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}
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is SessionEvent.ContextWindow -> items
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