{"@context":"https://schema.org","@type":"NewsArticle","generatedAt":"2026-09-28T06:03:00.468Z","headline":"Anthropic 讲解用 Claude Platform 降低成本并提升性能的三个方法","description":"Anthropic 团队文章指出，优化 prompt cache 命中率、清除升级到前沿 Claude 模型后的提示词反模式、校准 effort 三个手段可在不牺牲性能的情况下降低成本。","url":"https://www.aioga.com/news/cmtsxacbf04jkrob5fu5sp5ti/","mainEntityOfPage":"https://www.aioga.com/news/cmtsxacbf04jkrob5fu5sp5ti/","datePublished":"2026-09-08T17:01:27.000Z","dateModified":"2026-09-08T17:01:27.000Z","inLanguage":"zh-CN","publisher":{"@type":"NewsMediaOrganization","name":"Aioga","url":"https://www.aioga.com"},"citation":["https://x.com/ClaudeDevs/status/2097369738968195513","https://aihot.news/items/cmtsxacbf04jkrob5fu5sp5ti"],"canonicalUrl":"https://www.aioga.com/news/cmtsxacbf04jkrob5fu5sp5ti/","directAnswer":{"@type":"Answer","text":"Anthropic团队文章指出，优化prompt cache命中率、清除升级到前沿Claude模型后的提示词反模式、校准effort，三个方法可在不牺牲性能的情况下降低成本。","url":"https://www.aioga.com/news/cmtsxacbf04jkrob5fu5sp5ti/","dateCreated":"2026-09-08T17:01:27.000Z","author":{"@type":"Organization","@id":"https://www.aioga.com/authors/aioga-editorial/#editorial-team","name":"Aioga Editorial Team","url":"https://www.aioga.com/authors/aioga-editorial/"}},"evidence":[{"@type":"CreativeWork","name":"@ClaudeDevs) source article","url":"https://x.com/ClaudeDevs/status/2097369738968195513","datePublished":"2026-09-08T17:01:27.000Z","provider":{"@type":"Organization","name":"@ClaudeDevs)","url":"https://x.com/ClaudeDevs/status/2097369738968195513"}},{"@type":"CreativeWork","name":"AIHot archive record","url":"https://aihot.news/items/cmtsxacbf04jkrob5fu5sp5ti","datePublished":"2026-09-08T17:01:27.000Z","provider":{"@type":"Organization","name":"AIHot","url":"https://aihot.news/items/cmtsxacbf04jkrob5fu5sp5ti"}}],"aggregationSource":"@ClaudeDevs)","originalPublisher":{"name":"@ClaudeDevs)","url":"https://x.com/ClaudeDevs/status/2097369738968195513"},"geoDeepAnswer":null,"article":{"id":"cmtsxacbf04jkrob5fu5sp5ti","slug":"cmtsxacbf04jkrob5fu5sp5ti","url":"https://www.aioga.com/news/cmtsxacbf04jkrob5fu5sp5ti/","title":"Anthropic 讲解用 Claude Platform 降低成本并提升性能的三个方法","title_en":"","summary":"Anthropic 团队文章指出，优化 prompt cache 命中率、清除升级到前沿 Claude 模型后的提示词反模式、校准 effort 三个手段可在不牺牲性能的情况下降低成本。","source":"@ClaudeDevs)","sourceUrl":"https://x.com/ClaudeDevs/status/2097369738968195513","aiHotUrl":"https://aihot.news/items/cmtsxacbf04jkrob5fu5sp5ti","publishedAt":"2026-09-08T17:01:27.000Z","category":"行业动态","score":72,"selected":true,"articleBody":["Anthropic 团队文章指出，优化 prompt cache 命中率、清除升级到前沿 Claude 模型后的提示词反模式、校准 effort 三个手段可在不牺牲性能的情况下降低成本。"],"articleImages":[],"mediaStatus":"none","articleBodyZh":["Anthropic 讲解用 Claude Platform 降低成本并提升性能的三个方法 这条更新来自 x.com，发布时间为 2026-09-08，Aioga 保留原文入口以便核验。","摘要：Anthropic 团队文章指出，优化 prompt cache 命中率、清除升级到前沿 Claude 模型后的提示词反模式、校准 effort 三个手段可在不牺牲性能的情况下降低成本。","背景：该材料围绕Claude Platform的成本与性能优化展开，明确提到三项措施：提升prompt cache命中率、清理升级到前沿Claude模型后的提示词反模式，以及校准effort。","Aioga 观察：Aioga判断：材料将成本优化重点放在缓存、提示词调整和effort校准上，但未提供具体成本、性能指标或实施条件，暂不足以比较三种方法的实际效果。","影响与后续：可能影响：采用这些方法需要结合具体应用评估prompt cache、提示词和effort设置；材料所述不代表所有场景都能获得相同结果，也不足以推断成本与性能变化幅度。 后续观察：需要关注Anthropic是否披露三种方法的适用条件、评估方式及更多结果，以判断其在不同Claude Platform使用场景中的可复现性。"],"translationStatus":"","bodyOrigin":"social-summary","editorial":{"summary":"Anthropic团队文章指出，优化prompt cache命中率、清除升级到前沿Claude模型后的提示词反模式、校准effort，三个方法可在不牺牲性能的情况下降低成本。","background":"该材料围绕Claude Platform的成本与性能优化展开，明确提到三项措施：提升prompt cache命中率、清理升级到前沿Claude模型后的提示词反模式，以及校准effort。","viewpoint":"Aioga判断：材料将成本优化重点放在缓存、提示词调整和effort校准上，但未提供具体成本、性能指标或实施条件，暂不足以比较三种方法的实际效果。","implications":"可能影响：采用这些方法需要结合具体应用评估prompt cache、提示词和effort设置；材料所述不代表所有场景都能获得相同结果，也不足以推断成本与性能变化幅度。","nextStep":"后续观察：需要关注Anthropic是否披露三种方法的适用条件、评估方式及更多结果，以判断其在不同Claude Platform使用场景中的可复现性。","evidenceRefs":["title","summary","articleBody","source"],"status":"published","aiGenerated":true,"autoApproved":true,"generatedBy":"aioga-editorial:gpt-5.6-sol","reviewedBy":"aioga-editorial-review:gpt-5.6-sol","generatedAt":"2026-09-08T17:26:13.457Z","sourceHash":"1cb6df8cd1ff8b95","review":{"approved":true,"groundedness":96,"clarity":93,"duplicationRisk":42,"blockingIssues":[],"notes":["summary与background对三项措施的表述较为重复，可适度压缩background。"]},"validation":{"passed":true,"mode":"ai-auto","revisions":0,"checks":["schema","length","source-attribution","editorial-labels","inference-boundary","low-source-overlap","no-html","independent-ai-review"]}},"tags":["行业动态","@ClaudeDevs)"],"translations":{"zh-CN":{"title":"Anthropic 讲解用 Claude Platform 降低成本并提升性能的三个方法","summary":"Anthropic 团队文章指出，优化 prompt cache 命中率、清除升级到前沿 Claude 模型后的提示词反模式、校准 effort 三个手段可在不牺牲性能的情况下降低成本。","category":"行业动态","source":"@ClaudeDevs)","aggregationSource":"@ClaudeDevs)","pageTitle":"Anthropic 讲解用 Claude Platform 降低成本并提升性能的三个方法 - Aioga AI资讯","description":"Anthropic 团队文章指出，优化 prompt cache 命中率、清除升级到前沿 Claude 模型后的提示词反模式、校准 effort 三个手段可在不牺牲性能的情况下降低成本。","url":"https://www.aioga.com/news/cmtsxacbf04jkrob5fu5sp5ti/","articleBody":["Anthropic 讲解用 Claude Platform 降低成本并提升性能的三个方法 这条更新来自 x.com，发布时间为 2026-09-08，Aioga 保留原文入口以便核验。","摘要：Anthropic 团队文章指出，优化 prompt cache 命中率、清除升级到前沿 Claude 模型后的提示词反模式、校准 effort 三个手段可在不牺牲性能的情况下降低成本。","背景：该材料围绕Claude Platform的成本与性能优化展开，明确提到三项措施：提升prompt cache命中率、清理升级到前沿Claude模型后的提示词反模式，以及校准effort。","Aioga 观察：Aioga判断：材料将成本优化重点放在缓存、提示词调整和effort校准上，但未提供具体成本、性能指标或实施条件，暂不足以比较三种方法的实际效果。","影响与后续：可能影响：采用这些方法需要结合具体应用评估prompt cache、提示词和effort设置；材料所述不代表所有场景都能获得相同结果，也不足以推断成本与性能变化幅度。 后续观察：需要关注Anthropic是否披露三种方法的适用条件、评估方式及更多结果，以判断其在不同Claude Platform使用场景中的可复现性。"]},"en":{"title":"Anthropic explains three ways to reduce costs and improve performance with the Claude Platform","summary":"The Anthropic team's article points out that optimizing prompt cache hit rates, clearing prompt anti-patterns after upgrading to the cutting-edge Claude model, and calibrating effort can reduce costs without sacrificing performance.","category":"Industry","source":"@ClaudeDevs)","aggregationSource":"@ClaudeDevs)","pageTitle":"Anthropic explains three ways to reduce costs and improve performance with the Claude Platform - 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Aioga أخبار الذكاء الاصطناعي","description":"تشير مقالة فريق Anthropic إلى أن تحسين معدلات ضربات ذاكرة التخزين المؤقت الفورية، وإزالة أنماط مضادة للأوامر بعد الترقية إلى نموذج كلود المتطور، ومعايرة الجهود يمكن أن يقلل التكالي...","url":"https://www.aioga.com/ar/news/cmtsxacbf04jkrob5fu5sp5ti/","contentTranslated":true,"sourceHash":"d80b409b3e8857bd","translatedAt":"2026-09-08T17:22:37.065Z"},"hi":{"title":"एंथ्रोपिक क्लाउड प्लेटफॉर्म के साथ लागत कम करने और प्रदर्शन में सुधार करने के तीन तरीके बताता है","summary":"एंथ्रोपिक टीम का लेख बताता है कि प्रॉम्प्ट कैश हिट दरों को अनुकूलित करना, अत्याधुनिक क्लाउड मॉडल में अपग्रेड करने के बाद प्रॉम्प्ट एंटी-पैटर्न को साफ़ करना, और प्रयास को कैलिब्रेट करना प्रदर्शन से समझौता किए बिना लागत को कम कर सकता है।","category":"行业动态","source":"@ClaudeDevs)","aggregationSource":"@ClaudeDevs)","pageTitle":"एंथ्रोपिक क्लाउड प्लेटफॉर्म के साथ लागत कम करने और प्रदर्शन में सुधार करने के तीन तरीके बताता है - Aioga AI समाचार","description":"एंथ्रोपिक टीम का लेख बताता है कि प्रॉम्प्ट कैश हिट दरों को अनुकूलित करना, अत्याधुनिक क्लाउड मॉडल में अपग्रेड करने के बाद प्रॉम्प्ट एंटी-पैटर्न को साफ़ करना, और प्रयास को कैलिब्रेट...","url":"https://www.aioga.com/hi/news/cmtsxacbf04jkrob5fu5sp5ti/","contentTranslated":true,"sourceHash":"d80b409b3e8857bd","translatedAt":"2026-09-08T17:22:37.134Z"},"it":{"title":"Anthropic spiega tre modi per ridurre i costi e migliorare le prestazioni con la Piattaforma Claude","summary":"L'articolo del team di Anthropic sottolinea che ottimizzare i tassi di successo della cache dei prompt, eliminare gli anti-pattern dei prompt dopo l'aggiornamento al modello Claude all'avanguardia e calibrare lo sforzo può ridurre i costi senza sacrificare le prestazioni.","category":"行业动态","source":"@ClaudeDevs)","aggregationSource":"@ClaudeDevs)","pageTitle":"Anthropic spiega tre modi per ridurre i costi e migliorare le prestazioni con la Piattaforma Claude - 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Aioga AI Haberleri","description":"Anthropic ekibinin makalesi, prompt cache isabet oranlarını optimize etmenin, ön teknoloji Claude modeline yükseltildikten sonra prompt anti-patternlerini temizlemenin ve çabayı ka...","url":"https://www.aioga.com/tr/news/cmtsxacbf04jkrob5fu5sp5ti/","contentTranslated":true,"sourceHash":"d80b409b3e8857bd","translatedAt":"2026-09-08T17:22:55.244Z"},"vi":{"title":"Anthropic giải thích ba cách để giảm chi phí và cải thiện hiệu suất với Nền tảng Claude","summary":"Bài viết của nhóm Anthropic chỉ ra rằng tối ưu hóa tỷ lệ truy cập bộ nhớ đệm nhắc nhở, xóa các mẫu phản ứng prompt sau khi nâng cấp lên mô hình Claude tiên tiến, và hiệu chỉnh nỗ lực có thể giảm chi phí mà không làm giảm hiệu năng.","category":"行业动态","source":"@ClaudeDevs)","aggregationSource":"@ClaudeDevs)","pageTitle":"Anthropic giải thích ba cách để giảm chi phí và cải thiện hiệu suất với Nền tảng Claude - Tin tức AI Aioga","description":"Bài viết của nhóm Anthropic chỉ ra rằng tối ưu hóa tỷ lệ truy cập bộ nhớ đệm nhắc nhở, xóa các mẫu phản ứng prompt sau khi nâng cấp lên mô hình Claude tiên tiến, và hiệu chỉnh nỗ l...","url":"https://www.aioga.com/vi/news/cmtsxacbf04jkrob5fu5sp5ti/","contentTranslated":true,"sourceHash":"d80b409b3e8857bd","translatedAt":"2026-09-08T17:22:54.999Z"},"id":{"title":"Anthropic menjelaskan tiga cara untuk mengurangi biaya dan meningkatkan kinerja dengan Platform Claude","summary":"Artikel tim Anthropic menunjukkan bahwa mengoptimalkan tingkat hit prompt cache, membersihkan anti-pola prompt setelah upgrade ke model Claude mutakhir, dan mengkalibrasi upaya dapat mengurangi biaya tanpa mengorbankan performa.","category":"行业动态","source":"@ClaudeDevs)","aggregationSource":"@ClaudeDevs)","pageTitle":"Anthropic menjelaskan tiga cara untuk mengurangi biaya dan meningkatkan kinerja dengan Platform Claude - Berita AI Aioga","description":"Artikel tim Anthropic menunjukkan bahwa mengoptimalkan tingkat hit prompt cache, membersihkan anti-pola prompt setelah upgrade ke model Claude mutakhir, dan mengkalibrasi upaya dap...","url":"https://www.aioga.com/id/news/cmtsxacbf04jkrob5fu5sp5ti/","contentTranslated":true,"sourceHash":"d80b409b3e8857bd","translatedAt":"2026-09-08T17:23:03.998Z"},"th":{"title":"Anthropic อธิบายสามวิธีในการลดต้นทุนและปรับปรุงประสิทธิภาพด้วยแพลตฟอร์ม Claude","summary":"บทความของทีม Anthropic ชี้ให้เห็นว่าการปรับแต่งอัตราการเข้าถึงแคชของพรอมต์ การล้างรูปแบบการต่อต้านพรอมต์หลังจากอัปเกรดเป็นโมเดล Claude ที่ล้ําสมัย และการปรับเทียบความพยายาม สามารถลดต้นทุนโดยไม่ลดประสิทธิภาพ","category":"行业动态","source":"@ClaudeDevs)","aggregationSource":"@ClaudeDevs)","pageTitle":"Anthropic อธิบายสามวิธีในการลดต้นทุนและปรับปรุงประสิทธิภาพด้วยแพลตฟอร์ม Claude - ข่าว AI Aioga","description":"บทความของทีม Anthropic ชี้ให้เห็นว่าการปรับแต่งอัตราการเข้าถึงแคชของพรอมต์ การล้างรูปแบบการต่อต้านพรอมต์หลังจากอัปเกรดเป็นโมเดล Claude ที่ล้ําสมัย และการปรับเทียบความพยายาม สามารถล...","url":"https://www.aioga.com/th/news/cmtsxacbf04jkrob5fu5sp5ti/","contentTranslated":true,"sourceHash":"d80b409b3e8857bd","translatedAt":"2026-09-08T17:23:04.079Z"},"pl":{"title":"Anthropic wyjaśnia trzy sposoby na obniżenie kosztów i poprawę wydajności dzięki platformie Claude","summary":"Artykuł zespołu Anthropic wskazuje, że optymalizacja wskaźników trafień prompt cache, usuwanie antywzorców promptów po aktualizacji do nowoczesnego modelu Claude oraz kalibracja mogą obniżyć koszty bez utraty wydajności.","category":"行业动态","source":"@ClaudeDevs)","aggregationSource":"@ClaudeDevs)","pageTitle":"Anthropic wyjaśnia trzy sposoby na obniżenie kosztów i poprawę wydajności dzięki platformie Claude - Aioga Wiadomości AI","description":"Artykuł zespołu Anthropic wskazuje, że optymalizacja wskaźników trafień prompt cache, usuwanie antywzorców promptów po aktualizacji do nowoczesnego modelu Claude oraz kalibracja mo...","url":"https://www.aioga.com/pl/news/cmtsxacbf04jkrob5fu5sp5ti/","contentTranslated":true,"sourceHash":"d80b409b3e8857bd","translatedAt":"2026-09-08T17:23:12.576Z"}},"evidenceTier":"social-signal","reviewStatus":"editorial-selected","indexable":true,"editorialCover":"/page-visuals/topic-timeline.png"}}