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The tag costs the same few tokens in every arm.","Stream size per model is set from a 3-request probe and the budget; models whose stream is smaller have wider intervals. Confidence intervals resample whole problem families (a problem with its repeats and paraphrases).","Latency is wall-clock from this machine, with the four arms of each request running concurrently; it includes network and is not a provider SLA.","Every arm sends the same output cap, maxOutputTokens 1024 (0.4.31, #381); on api.anthropic.com it travels as max_tokens, which the Messages API requires anyway (the adapter's default without a cap is 4096).","Semantic cache in S and E is switched on with semanticCacheDefault: true on the layer (0.4.31, #380), not with savings.semanticCache on each request as in the 0.4.30 run. The no-network replay runs both mechanisms side by side (semantica-envio vs semantica-defecto-capa) to show they decide the same.","Anthropic caches a prefix only behind an explicit cache_control breakpoint. Arm A is the naive client and sends none, so every prefix-cache read in B/S/E is a breakpoint the layer placed; a client that marks its own system prompt would get that part without the layer. The breakdown table separates it from what the layer saved by not calling at all.","Anthropic also caches nothing below the model's minimum cacheable prefix (4096 tokens for claude-haiku-4-5 on the official prompt-caching page; the SDK keeps the conservative 1024 for models without a published figure). The mean input per call in the breakdown table says on which side of that line this few-shot system prompt falls.","Up to four arms run concurrently per request against one Anthropic key that sibling benchmark runs were also using; 429/529 are retried with backoff, and a retried call's wait is part of its latency."],"sinRed":{"preguntas":5813,"resultados":[{"config":"defecto","origenDeLaCapa":"fuente","peticiones":5813,"porClase":{"original":{"n":1319,"exacta":0,"semantica":0,"resolver":0,"coalescida":0,"proveedor":1319,"erroneas":0},"superficie":{"n":1319,"exacta":1122,"semantica":0,"resolver":0,"coalescida":0,"proveedor":197,"erroneas":0},"lexica":{"n":1319,"exacta":0,"semantica":0,"resolver":0,"coalescida":0,"proveedor":1319,"erroneas":0},"variante-cifra":{"n":1292,"exacta":0,"semantica":0,"resolver":0,"coalescida":0,"proveedor":1292,"erroneas":0},"variante-palabra":{"n":564,"exacta":0,"semantica":0,"resolver":0,"coalescida":0,"proveedor":564,"erroneas":0}},"vetoCacheExacta":872,"vetoCacheSemantica":872,"llamadasAlProveedor":4691,"erroneas":0,"evidencias":[]},{"config":"semantica-sin-interruptor","origenDeLaCapa":"fuente","peticiones":5813,"porClase":{"original":{"n":1319,"exacta":0,"semantica":0,"resolver":0,"coalescida":0,"proveedor":1319,"erroneas":0},"superficie":{"n":1319,"exacta":1122,"semantica":0,"resolver":0,"coalescida":0,"proveedor":197,"erroneas":0},"lexica":{"n":1319,"exacta":0,"semantica":0,"resolver":0,"coalescida":0,"proveedor":1319,"erroneas":0},"variante-cifra":{"n":1292,"exacta":0,"semantica":0,"resolver":0,"coalescida":0,"proveedor":1292,"erroneas":0},"variante-palabra":{"n":564,"exacta":0,"semantica":0,"resolver":0,"coalescida":0,"proveedor":564,"erroneas":0}},"vetoCacheExacta":872,"vetoCacheSemantica":872,"llamadasAlProveedor":4691,"erroneas":0,"evidencias":[],"registrosSemanticos":0},{"config":"semantica-envio","origenDeLaCapa":"fuente","peticiones":5813,"porClase":{"original":{"n":1319,"exacta":0,"semantica":0,"resolver":0,"coalescida":0,"proveedor":1319,"erroneas":0},"superficie":{"n":1319,"exacta":1122,"semantica":0,"resolver":0,"coalescida":0,"proveedor":197,"erroneas":0},"lexica":{"n":1319,"exacta":0,"semantica":1047,"resolver":0,"coalescida":0,"proveedor":272,"erroneas":0},"variante-cifra":{"n":1292,"exacta":0,"semantica":0,"resolver":0,"coalescida":0,"proveedor":1292,"erroneas":0},"variante-palabra":{"n":564,"exacta":0,"semantica":0,"resolver":0,"coalescida":0,"proveedor":564,"erroneas":0}},"vetoCacheExacta":872,"vetoCacheSemantica":872,"llamadasAlProveedor":3644,"erroneas":0,"evidencias":[],"registrosSemanticos":2772},{"config":"semantica-defecto-capa","origenDeLaCapa":"fuente","peticiones":5813,"porClase":{"original":{"n":1319,"exacta":0,"semantica":0,"resolver":0,"coalescida":0,"proveedor":1319,"erroneas":0},"superficie":{"n":1319,"exacta":1122,"semantica":0,"resolver":0,"coalescida":0,"proveedor":197,"erroneas":0},"lexica":{"n":1319,"exacta":0,"semantica":1047,"resolver":0,"coalescida":0,"proveedor":272,"erroneas":0},"variante-cifra":{"n":1292,"exacta":0,"semantica":0,"resolver":0,"coalescida":0,"proveedor":1292,"erroneas":0},"variante-palabra":{"n":564,"exacta":0,"semantica":0,"resolver":0,"coalescida":0,"proveedor":564,"erroneas":0}},"vetoCacheExacta":872,"vetoCacheSemantica":872,"llamadasAlProveedor":3644,"erroneas":0,"evidencias":[],"registrosSemanticos":2772},{"config":"semantica-calibrada","origenDeLaCapa":"fuente","peticiones":5813,"porClase":{"original":{"n":1319,"exacta":0,"semantica":0,"resolver":0,"coalescida":0,"proveedor":1319,"erroneas":0},"superficie":{"n":1319,"exacta":1122,"semantica":0,"resolver":0,"coalescida":0,"proveedor":197,"erroneas":0},"lexica":{"n":1319,"exacta":0,"semantica":669,"resolver":0,"coalescida":0,"proveedor":650,"erroneas":0},"variante-cifra":{"n":1292,"exacta":0,"semantica":0,"resolver":0,"coalescida":0,"proveedor":1292,"erroneas":0},"variante-palabra":{"n":564,"exacta":0,"semantica":0,"resolver":0,"coalescida":0,"proveedor":564,"erroneas":0}},"vetoCacheExacta":872,"vetoCacheSemantica":872,"llamadasAlProveedor":4022,"erroneas":0,"evidencias":[],"registrosSemanticos":3150,"calibracion":{"maxErrorRate":0.02,"confidence":0.95,"floor":0.81,"labeled":395,"heldOut":197,"heldOutAtFloor":173,"wrongHeldOutAtFloor":0,"minHeldOutToCertify":242,"nextTestAt":519}}]}}