{"@context":"https://schema.org","@type":"NewsArticle","generatedAt":"2026-08-11T11:14:02.523Z","headline":"Gartner 预估 2026 年 AI 推理支出首次超越模型训练","description":"Gartner 预估 2026 年全球 AI 推理支出（233 亿美元）将首次超过训练支出（190 亿美元），推理任务预计占 AI 优化型 IaaS 支出的 55%，2027 年升至 59%。该机构预测 2026 年全球 AI 优化 IaaS 支出将达 420 亿美元，同比增长 96%，标志着各组织正从实验阶段迈向生产应用。 🔗 阅读原文 via AIHOT · https://aihot.virxact.com/items/cmso9j1ye0ikrrofwcq2xoeek","url":"https://www.aioga.com/news/cmso9j1ye0ikrrofwcq2xoeek/","mainEntityOfPage":"https://www.aioga.com/news/cmso9j1ye0ikrrofwcq2xoeek/","datePublished":"2026-08-11T05:43:01.000Z","dateModified":"2026-08-11T05:43:01.000Z","inLanguage":"zh-CN","publisher":{"@type":"NewsMediaOrganization","name":"Aioga","url":"https://www.aioga.com"},"citation":["https://www.ithome.com/0/988/266.htm","https://aihot.virxact.com/items/cmso9j1ye0ikrrofwcq2xoeek"],"canonicalUrl":"https://www.aioga.com/news/cmso9j1ye0ikrrofwcq2xoeek/","directAnswer":{"@type":"Answer","text":"Aioga 编辑摘要：Gartner 预估 2026 年全球 AI 推理支出（233 亿美元）将首次超过训练支出（190 亿美元），推理任务预计占 AI 优化型 IaaS 支出的 55%，2027 年升至 59%。 Aioga 将其归入「行业动态」方向，重点关注它对真实使用和行业竞争的影响。","url":"https://www.aioga.com/news/cmso9j1ye0ikrrofwcq2xoeek/","dateCreated":"2026-08-11T05:43:01.000Z","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":"IT之家 source article","url":"https://www.ithome.com/0/988/266.htm","datePublished":"2026-08-11T05:43:01.000Z","provider":{"@type":"Organization","name":"IT之家","url":"https://www.ithome.com/0/988/266.htm"}},{"@type":"CreativeWork","name":"AIHot archive 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https://aihot.virxact.com/items/cmso9j1ye0ikrrofwcq2xoeek","source":"IT之家（RSS）","sourceUrl":"https://www.ithome.com/0/988/266.htm","aiHotUrl":"https://aihot.virxact.com/items/cmso9j1ye0ikrrofwcq2xoeek","publishedAt":"2026-08-11T05:43:01.000Z","category":"行业动态","score":58,"selected":false,"articleBody":["IT之家：https://www.ithome.com/ 8 月 11 日消息，市场调查机构 Gartner 昨日（8 月 10 日）发布博文， 预测 2026 年全球 AI 优化基础设施即服务（AI-optimized IaaS）支出将达到 420 亿美元 （IT之家注：现汇率约合 2,837.25 亿元人民币） ，同比增长 96%。","根据博文定义，AI 优化基础设施即服务是针对 AI 训练、推理和模型部署优化的云基础设施服务，通常强调计算资源、数据处理和模型运行效率。用户无需自建完整服务器集群，就能按需调用云端资源。","该机构预估 2026 年伴随着智能体 AI 场景加速落地，全球 AI 推理支出 [233 亿美元 （现汇率约合 1,574 亿元人民币） ] 将超过训练支出 [190 亿美元 （现汇率约合 1,283.52 亿元人民币） ]。","推理任务预计占 2026 年 AI 优化型 IaaS 支出的 55%，2027 年升至 59%，并改变云基础设施投资重点。","推理是指模型训练完成后，接收用户输入并生成结果的过程。例如聊天机器人回答问题、推荐系统筛选内容、企业软件自动处理文档，都属于推理任务。","据 Gartner 高级首席分析师 Hardeep Singh 表示，推理支出份额如今已超过训练，这一现象标志着各组织正逐步走出实验阶段，迈向真正的生产应用。","全球 IaaS 总支出预计从 2025 年的 2,221.70 亿美元 （现汇率约合 1.5 万亿元人民币） 、25.3% 的增长率，升至 2026 年的 2,873.47 亿美元 （现汇率约合 1.94 万亿元人民币） 、29.3% 的增长率，并在 2027 年达到 3,598.99 亿美元 （现汇率约合 2.43 万亿元人民币） ，增长率为 25.2%。"],"articleImages":[],"mediaStatus":"none","articleBodyZh":["Gartner 预估 2026 年 AI 推理支出首次超越模型训练 这条更新来自 ithome.com，发布时间为 2026-08-11，Aioga 保留原文入口以便核验。","摘要：Gartner 预估 2026 年全球 AI 推理支出（233 亿美元）将首次超过训练支出（190 亿美元），推理任务预计占 AI 优化型 IaaS 支出的 55%，2027 年升至 59%。该机构预测 2026 年全球 AI 优化 IaaS 支出将达 420 亿美元，同比增长 96%，标志着各组织正从实验阶段迈向生产应用。 🔗 阅读原文 via AIHOT · https://aihot.virxact.com/items/cmso9j1ye0ikrrofwcq2xoeek","背景：背景分析：模型与研究类动态需要结合能力边界、开放方式、成本、可用性和真实任务表现判断，单项指标领先不等于已经形成稳定采用。","Aioga 观察：Aioga 判断：这条动态更适合作为行业观察信号，当前信息足以建立线索，但不足以推导长期结论。","影响与后续：影响分析：对相关团队而言，短期应先核对来源、可用范围和实际成本，再判断是否值得接入或跟进。 后续观察：继续观察官方文档、实际可用性、价格变化、开发者反馈和竞品回应。"],"translationStatus":"","bodyOrigin":"source-page","editorial":{"summary":"Aioga 编辑摘要：Gartner 预估 2026 年全球 AI 推理支出（233 亿美元）将首次超过训练支出（190 亿美元），推理任务预计占 AI 优化型 IaaS 支出的 55%，2027 年升至 59%。 Aioga 将其归入「行业动态」方向，重点关注它对真实使用和行业竞争的影响。","background":"背景分析：模型与研究类动态需要结合能力边界、开放方式、成本、可用性和真实任务表现判断，单项指标领先不等于已经形成稳定采用。","viewpoint":"Aioga 判断：这条动态更适合作为行业观察信号，当前信息足以建立线索，但不足以推导长期结论。","implications":"影响分析：对相关团队而言，短期应先核对来源、可用范围和实际成本，再判断是否值得接入或跟进。","nextStep":"后续观察：继续观察官方文档、实际可用性、价格变化、开发者反馈和竞品回应。","evidenceRefs":["title","summary","articleBody"],"confidence":"medium","status":"published","aiGenerated":false,"autoApproved":true,"generatedBy":"rule-safe-fallback","generatedAt":"2026-08-11T11:23:42.000Z","sourceHash":"57e75c21ded3ef88","validation":{"passed":true,"mode":"rule-safe-fallback","checks":["schema","length","source-attribution","no-html"]}},"tags":["行业动态","IT之家（RSS）"],"translations":{"zh-CN":{"title":"Gartner 预估 2026 年 AI 推理支出首次超越模型训练","summary":"Gartner 预估 2026 年全球 AI 推理支出（233 亿美元）将首次超过训练支出（190 亿美元），推理任务预计占 AI 优化型 IaaS 支出的 55%，2027 年升至 59%。该机构预测 2026 年全球 AI 优化 IaaS 支出将达 420 亿美元，同比增长 96%，标志着各组织正从实验阶段迈向生产应用。 🔗 阅读原文 via AIHOT · https://aihot.virxact.com/items/cmso9j1ye0ikrrofwcq2xoeek","category":"行业动态","source":"IT之家","aggregationSource":"IT之家（RSS）","pageTitle":"Gartner 预估 2026 年 AI 推理支出首次超越模型训练 - Aioga AI资讯","description":"Gartner 预估 2026 年全球 AI 推理支出（233 亿美元）将首次超过训练支出（190 亿美元），推理任务预计占 AI 优化型 IaaS 支出的 55%，2027 年升至 59%。该机构预测 2026 年全球 AI 优化 IaaS 支出将达 420 亿美元，同比增长 96%，标志着各组织正从实验阶段迈向生产应用。 🔗 阅读原文 via AIHOT...","url":"https://www.aioga.com/news/cmso9j1ye0ikrrofwcq2xoeek/","articleBody":["Gartner 预估 2026 年 AI 推理支出首次超越模型训练 这条更新来自 ithome.com，发布时间为 2026-08-11，Aioga 保留原文入口以便核验。","摘要：Gartner 预估 2026 年全球 AI 推理支出（233 亿美元）将首次超过训练支出（190 亿美元），推理任务预计占 AI 优化型 IaaS 支出的 55%，2027 年升至 59%。该机构预测 2026 年全球 AI 优化 IaaS 支出将达 420 亿美元，同比增长 96%，标志着各组织正从实验阶段迈向生产应用。 🔗 阅读原文 via AIHOT · https://aihot.virxact.com/items/cmso9j1ye0ikrrofwcq2xoeek","背景：背景分析：模型与研究类动态需要结合能力边界、开放方式、成本、可用性和真实任务表现判断，单项指标领先不等于已经形成稳定采用。","Aioga 观察：Aioga 判断：这条动态更适合作为行业观察信号，当前信息足以建立线索，但不足以推导长期结论。","影响与后续：影响分析：对相关团队而言，短期应先核对来源、可用范围和实际成本，再判断是否值得接入或跟进。 后续观察：继续观察官方文档、实际可用性、价格变化、开发者反馈和竞品回应。"]},"en":{"title":"Gartner Estimates AI Inference Spending to Surpass Model Training by 2026","summary":"Gartner estimates that global AI inference spending ($23.3 billion) will surpass training spending ($19 billion) for the first time in 2026. Inference tasks are expected to account for 55% of AI-optimized IaaS spending, rising to 59% in 2027. The firm predicts that global AI-optimized IaaS spending will reach $42 billion in 2026, a 96% year-on-year increase, marking that organizations are moving from experimentation to production applications. 🔗 Read the original via AIHOT · https://aihot.virxact.com/items/cmso9j1ye0ikrrofwcq2xoeek","category":"Industry","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Gartner Estimates AI Inference Spending to Surpass Model Training by 2026 - Aioga AI News","description":"Gartner estimates that global AI inference spending ($23.3 billion) will surpass training spending ($19 billion) for the first time in 2026. Inference tasks are expected to account...","url":"https://www.aioga.com/en/news/cmso9j1ye0ikrrofwcq2xoeek/","contentTranslated":true,"sourceHash":"d4bdbc4bcbc0198d","translatedAt":"2026-08-11T11:14:59.650Z"},"ja":{"title":"ガートナーは、2026年のAI推論支出が初めてモデルトレーニングを上回ると推定しています","summary":"ガートナーは、世界のAI推論支出(233億ドル)が2026年に初めてトレーニング支出(190億ドル)を上回ると推定しており、推論タスクはAI最適化されたIaaS支出の55%を占め、2027年には59%に増加すると予想されています。 同機関は、世界のAI最適化IaaS支出が2026年までに420億ドルに達し、前年同期比96%増加し、実験段階から本番環境への移行を示すと予測しています。 🔗 原文記事はAIHOTより読むことができます。 https://aihot.virxact.com/items/cmso9j1ye0ikrrofwcq2xoeek","category":"業界動向","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"ガートナーは、2026年のAI推論支出が初めてモデルトレーニングを上回ると推定しています - Aioga AIニュース","description":"ガートナーは、世界のAI推論支出(233億ドル)が2026年に初めてトレーニング支出(190億ドル)を上回ると推定しており、推論タスクはAI最適化されたIaaS支出の55%を占め、2027年には59%に増加すると予想されています。 同機関は、世界のAI最適化IaaS支出が2026年までに420億ドルに達し、前年同期比96%増加し、実験段階から本番環境への移行...","url":"https://www.aioga.com/ja/news/cmso9j1ye0ikrrofwcq2xoeek/","contentTranslated":true,"sourceHash":"d4bdbc4bcbc0198d","translatedAt":"2026-08-11T11:15:09.656Z"},"ko":{"title":"가트너는 2026년 AI 추론 지출이 처음으로 모델 학습을 능가할 것으로 추정합니다","summary":"가트너는 2026년에 전 세계 AI 추론 지출(233억 달러)이 처음으로 훈련 지출(190억 달러)을 넘어설 것으로 추정하며, 추론 작업이 AI 최적화 IaaS 지출의 55%를 차지할 것으로 예상되며, 2027년에는 59%로 증가할 것으로 보입니다. 이 기관은 2026년까지 전 세계 AI 최적화 IaaS 지출이 420억 달러에 이를 것으로 예측하며, 이는 전년 대비 96% 증가하여 실험 단계에서 생산 애플리케이션으로의 전환을 의미합니다. 🔗 원문 기사는 AIHOT를 통해 읽을 수 있습니다. https://aihot.virxact.com/items/cmso9j1ye0ikrrofwcq2xoeek","category":"업계 동향","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"가트너는 2026년 AI 추론 지출이 처음으로 모델 학습을 능가할 것으로 추정합니다 - Aioga AI 뉴스","description":"가트너는 2026년에 전 세계 AI 추론 지출(233억 달러)이 처음으로 훈련 지출(190억 달러)을 넘어설 것으로 추정하며, 추론 작업이 AI 최적화 IaaS 지출의 55%를 차지할 것으로 예상되며, 2027년에는 59%로 증가할 것으로 보입니다. 이 기관은 2026년까지 전 세계 AI 최적화 IaaS 지출이 420억...","url":"https://www.aioga.com/ko/news/cmso9j1ye0ikrrofwcq2xoeek/","contentTranslated":true,"sourceHash":"d4bdbc4bcbc0198d","translatedAt":"2026-08-11T11:16:10.729Z"},"es":{"title":"Gartner estima que el gasto en inferencia de IA en 2026 superará por primera vez al entrenamiento de modelos","summary":"Gartner estima que el gasto global en inferencia de IA (23.300 millones de dólares) superará por primera vez el gasto en formación (19.000 millones de dólares) en 2026, con tareas de inferencia que se espera representen el 55% del gasto en IaaS optimizado para IA, aumentando al 59% en 2027. La agencia pronostica que el gasto global en optimización de IA en IaaS alcanzará los 42.000 millones de dólares para 2026, un aumento interanual del 96%, marcando la transición de las fases experimentales a las aplicaciones de producción. 🔗 Lee el artículo original a través de AIHOT · https://aihot.virxact.com/items/cmso9j1ye0ikrrofwcq2xoeek","category":"Industria","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Gartner estima que el gasto en inferencia de IA en 2026 superará por primera vez al entrenamiento de modelos - Aioga Noticias de IA","description":"Gartner estima que el gasto global en inferencia de IA (23.300 millones de dólares) superará por primera vez el gasto en formación (19.000 millones de dólares) en 2026, con tareas...","url":"https://www.aioga.com/es/news/cmso9j1ye0ikrrofwcq2xoeek/","contentTranslated":true,"sourceHash":"d4bdbc4bcbc0198d","translatedAt":"2026-08-11T11:16:08.419Z"},"fr":{"title":"Gartner estime que les dépenses d’inférence en IA en 2026 dépasseront pour la première fois l’entraînement des modèles","summary":"Gartner estime que les dépenses mondiales d’inférence en IA (23,3 milliards de dollars) dépasseront pour la première fois en 2026 les dépenses de formation (19 milliards de dollars), les tâches d’inférence devant représenter 55 % des dépenses IaaS optimisées pour l’IA, atteignant 59 % en 2027. L’agence prévoit que les dépenses mondiales d’optimisation IA en IAAS atteindront 42 milliards de dollars d’ici 2026, soit une augmentation de 96 % d’une année sur l’autre, marquant la transition des phases expérimentales aux applications de production. 🔗 Lisez l’article original via AIHOT · https://aihot.virxact.com/items/cmso9j1ye0ikrrofwcq2xoeek","category":"Industrie","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Gartner estime que les dépenses d’inférence en IA en 2026 dépasseront pour la première fois l’entraînement des modèles - Aioga Actualités IA","description":"Gartner estime que les dépenses mondiales d’inférence en IA (23,3 milliards de dollars) dépasseront pour la première fois en 2026 les dépenses de formation (19 milliards de dollars...","url":"https://www.aioga.com/fr/news/cmso9j1ye0ikrrofwcq2xoeek/","contentTranslated":true,"sourceHash":"d4bdbc4bcbc0198d","translatedAt":"2026-08-11T11:17:15.041Z"},"de":{"title":"Gartner schätzt, dass 2026 die Ausgaben für AI-Inferenz erstmals die für Modelltraining übertreffen werden","summary":"Gartner schätzt, dass die globalen Ausgaben für AI-Inferenz im Jahr 2026 (23,3 Milliarden US-Dollar) erstmals die Ausgaben für Training (19,0 Milliarden US-Dollar) übersteigen werden. Inferenzaufgaben sollen 55 % der Ausgaben für AI-optimierte IaaS ausmachen und bis 2027 auf 59 % steigen. Die Agentur prognostiziert, dass die weltweiten AI-optimierten IaaS-Ausgaben 2026 42 Milliarden US-Dollar erreichen werden, ein Wachstum von 96 % gegenüber dem Vorjahr, was darauf hindeutet, dass Organisationen von der Experimentierphase zur produktiven Anwendung übergehen. 🔗 Original lesen via AIHOT · https://aihot.virxact.com/items/cmso9j1ye0ikrrofwcq2xoeek","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Gartner schätzt, dass 2026 die Ausgaben für AI-Inferenz erstmals die für Modelltraining übertreffen werden - Aioga KI-News","description":"Gartner schätzt, dass die globalen Ausgaben für AI-Inferenz im Jahr 2026 (23,3 Milliarden US-Dollar) erstmals die Ausgaben für Training (19,0 Milliarden US-Dollar) übersteigen werd...","url":"https://www.aioga.com/de/news/cmso9j1ye0ikrrofwcq2xoeek/","contentTranslated":true,"sourceHash":"d4bdbc4bcbc0198d","translatedAt":"2026-08-11T11:17:08.989Z"},"pt-BR":{"title":"Gartner estima que em 2026 os gastos com inferência de IA ultrapassarão pela primeira vez o treinamento de modelos","summary":"A Gartner estima que, em 2026, os gastos globais com inferência de IA (US$ 23,3 bilhões) superarão pela primeira vez os gastos com treinamento (US$ 19 bilhões). As tarefas de inferência deverão representar 55% dos gastos com IaaS otimizados para IA, subindo para 59% em 2027. A instituição prevê que os gastos globais com IaaS otimizados para IA atingirão US$ 42 bilhões em 2026, com crescimento de 96% em relação ao ano anterior, indicando que as organizações estão passando da fase de experimentação para a aplicação em produção. 🔗 Leia o texto completo via AIHOT · https://aihot.virxact.com/items/cmso9j1ye0ikrrofwcq2xoeek","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Gartner estima que em 2026 os gastos com inferência de IA ultrapassarão pela primeira vez o treinamento de modelos - Aioga Notícias de IA","description":"A Gartner estima que, em 2026, os gastos globais com inferência de IA (US$ 23,3 bilhões) superarão pela primeira vez os gastos com treinamento (US$ 19 bilhões). As tarefas de infer...","url":"https://www.aioga.com/pt-BR/news/cmso9j1ye0ikrrofwcq2xoeek/","contentTranslated":true,"sourceHash":"d4bdbc4bcbc0198d","translatedAt":"2026-08-11T11:18:09.589Z"},"ru":{"title":"Gartner прогнозирует, что расходы на инференс ИИ превысят расходы на обучение моделей к 2026 году","summary":"Gartner прогнозирует, что к 2026 году мировые расходы на инференс ИИ (23,3 млрд долларов) впервые превысят расходы на обучение (19 млрд долларов), при этом задачи инференса займут примерно 55% расходов на оптимизированный IaaS для ИИ, а к 2027 году — 59%. Организация также прогнозирует, что глобальные расходы на оптимизированный IaaS для ИИ в 2026 году достигнут 42 млрд долларов, увеличившись на 96% по сравнению с прошлым годом, что указывает на переход организаций от экспериментальной фазы к производственному применению. 🔗 Читать оригинал via AIHOT · https://aihot.virxact.com/items/cmso9j1ye0ikrrofwcq2xoeek","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Gartner прогнозирует, что расходы на инференс ИИ превысят расходы на обучение моделей к 2026 году - Aioga Новости ИИ","description":"Gartner прогнозирует, что к 2026 году мировые расходы на инференс ИИ (23,3 млрд долларов) впервые превысят расходы на обучение (19 млрд долларов), при этом задачи инференса займут...","url":"https://www.aioga.com/ru/news/cmso9j1ye0ikrrofwcq2xoeek/","contentTranslated":true,"sourceHash":"d4bdbc4bcbc0198d","translatedAt":"2026-08-11T11:18:14.381Z"},"ar":{"title":"تقدر شركة جارتنر أن الإنفاق على الاستنتاج على الذكاء الاصطناعي في عام 2026 سيتجاوز تدريب النماذج لأول مرة","summary":"تقدر شركة Gartner أن الإنفاق العالمي على الاستدلال الذكي (23.3 مليار دولار) سيتجاوز الإنفاق التدريبي (19 مليار دولار) لأول مرة في عام 2026، مع توقع أن تشكل مهام الاستدلال 55٪ من الإنفاق المحسوب للذكاء الاصطناعي على IaaS، ليصل إلى 59٪ في 2027. تتوقع الوكالة أن تصل إنفاق IaaS على تحسين الذكاء الاصطناعي العالمي إلى 42 مليار دولار بحلول عام 2026، بزيادة سنوية بنسبة 96٪، مما يمثل الانتقال من مراحل التجربة إلى تطبيقات الإنتاج. 🔗 اقرأ المقال الأصلي عبر AIHOT · https://aihot.virxact.com/items/cmso9j1ye0ikrrofwcq2xoeek","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"تقدر شركة جارتنر أن الإنفاق على الاستنتاج على الذكاء الاصطناعي في عام 2026 سيتجاوز تدريب النماذج لأول مرة - Aioga أخبار الذكاء الاصطناعي","description":"تقدر شركة Gartner أن الإنفاق العالمي على الاستدلال الذكي (23.3 مليار دولار) سيتجاوز الإنفاق التدريبي (19 مليار دولار) لأول مرة في عام 2026، مع توقع أن تشكل مهام الاستدلال 55٪ من ال...","url":"https://www.aioga.com/ar/news/cmso9j1ye0ikrrofwcq2xoeek/","contentTranslated":true,"sourceHash":"d4bdbc4bcbc0198d","translatedAt":"2026-08-11T11:19:11.923Z"},"hi":{"title":"गार्टनर का अनुमान है कि 2026 में एआई अनुमान खर्च पहली बार मॉडल प्रशिक्षण को पार कर जाएगा","summary":"गार्टनर का अनुमान है कि वैश्विक एआई अनुमान खर्च ($23.3 बिलियन) 2026 में पहली बार प्रशिक्षण खर्च ($19 बिलियन) को पार कर जाएगा, जिसमें अनुमान कार्यों के लिए एआई-अनुकूलित आईएएएस खर्च का 55% होने की उम्मीद है, जो 2027 में बढ़कर 59% हो जाएगा। एजेंसी का अनुमान है कि वैश्विक एआई अनुकूलन IaaS खर्च 2026 तक $42 बिलियन तक पहुंच जाएगा, जो साल-दर-साल 96% की वृद्धि है, जो प्रयोगात्मक चरणों से उत्पादन अनुप्रयोगों में संक्रमण को चिह्नित करता है। 🔗 AIHOT के माध्यम से मूल लेख पढ़ें · https://aihot.virxact.com/items/cmso9j1ye0ikrrofwcq2xoeek","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"गार्टनर का अनुमान है कि 2026 में एआई अनुमान खर्च पहली बार मॉडल प्रशिक्षण को पार कर जाएगा - Aioga AI समाचार","description":"गार्टनर का अनुमान है कि वैश्विक एआई अनुमान खर्च ($23.3 बिलियन) 2026 में पहली बार प्रशिक्षण खर्च ($19 बिलियन) को पार कर जाएगा, जिसमें अनुमान कार्यों के लिए एआई-अनुकूलित आईएएएस खर्च...","url":"https://www.aioga.com/hi/news/cmso9j1ye0ikrrofwcq2xoeek/","contentTranslated":true,"sourceHash":"d4bdbc4bcbc0198d","translatedAt":"2026-08-11T11:19:16.576Z"},"it":{"title":"Gartner stima che la spesa per inferenze di IA nel 2026 supererà per la prima volta l'addestramento dei modelli","summary":"Gartner stima che la spesa globale per inferenza per l'IA (23,3 miliardi di dollari) supererà per la prima volta la spesa per la formazione (19 miliardi di dollari) nel 2026, con compiti di inferenza che dovrebbero rappresentare il 55% della spesa IaaS ottimizzata per l'IA, salendo al 59% nel 2027. L'agenzia prevede che la spesa globale per l'ottimizzazione IA per l'IA raggiungerà i 42 miliardi di dollari entro il 2026, un aumento del 96% su base annua, segnando la transizione dalle fasi sperimentali alle applicazioni di produzione. 🔗 Leggi l'articolo originale su AIHOT · https://aihot.virxact.com/items/cmso9j1ye0ikrrofwcq2xoeek","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Gartner stima che la spesa per inferenze di IA nel 2026 supererà per la prima volta l'addestramento dei modelli - Aioga Notizie IA","description":"Gartner stima che la spesa globale per inferenza per l'IA (23,3 miliardi di dollari) supererà per la prima volta la spesa per la formazione (19 miliardi di dollari) nel 2026, con c...","url":"https://www.aioga.com/it/news/cmso9j1ye0ikrrofwcq2xoeek/","contentTranslated":true,"sourceHash":"d4bdbc4bcbc0198d","translatedAt":"2026-08-11T11:20:17.377Z"},"nl":{"title":"Gartner schat dat de uitgaven aan AI-inferentie in 2026 voor het eerst modeltraining zullen overtreffen","summary":"Gartner schat dat de wereldwijde uitgaven aan AI-inferentie ($23,3 miljard) in 2026 voor het eerst de trainingsuitgaven ($19 miljard) zullen overtreffen, waarbij inferentietaken naar verwachting 55% van de AI-geoptimaliseerde IaaS-uitgaven zullen uitmaken, stijgend tot 59% in 2027. De instantie voorspelt dat de wereldwijde AI-optimalisatie-uitgaven voor IaaS tegen 2026 42 miljard dollar zullen bereiken, een stijging van 96% ten opzichte van jaar op jaar, wat de overgang markeert van experimentele fasen naar productietoepassingen. 🔗 Lees het originele artikel via AIHOT · https://aihot.virxact.com/items/cmso9j1ye0ikrrofwcq2xoeek","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Gartner schat dat de uitgaven aan AI-inferentie in 2026 voor het eerst modeltraining zullen overtreffen - Aioga AI-nieuws","description":"Gartner schat dat de wereldwijde uitgaven aan AI-inferentie ($23,3 miljard) in 2026 voor het eerst de trainingsuitgaven ($19 miljard) zullen overtreffen, waarbij inferentietaken na...","url":"https://www.aioga.com/nl/news/cmso9j1ye0ikrrofwcq2xoeek/","contentTranslated":true,"sourceHash":"d4bdbc4bcbc0198d","translatedAt":"2026-08-11T11:20:14.983Z"},"tr":{"title":"Gartner, 2026'daki yapay zeka çıkarımı harcamalarının model eğitimini ilk kez geçeceğini tahmin ediyor","summary":"Gartner, küresel yapay zeka çıkarımı harcamalarının (23,3 milyar dolar) 2026'da ilk kez eğitim harcamalarını (19 milyar dolar) geçeceğini tahmin ediyor; çıkarım görevlerinin yapay zeka ile optimize edilmiş IaaS harcamalarının %55'ini oluşturması ve 2027'de %59'a yükselmesi bekleniyor. Ajans, küresel yapay zeka optimizasyonu IaaS harcamalarının 2026 yılına kadar 42 milyar dolara ulaşacağını, yani yıllık %96 artışı öngörüyor ve deneysel aşamalardan üretim uygulamalarına geçişi işaret ediyor. 🔗 Orijinal makaleyi AIHOT üzerinden okuyun · https://aihot.virxact.com/items/cmso9j1ye0ikrrofwcq2xoeek","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Gartner, 2026'daki yapay zeka çıkarımı harcamalarının model eğitimini ilk kez geçeceğini tahmin ediyor - Aioga AI Haberleri","description":"Gartner, küresel yapay zeka çıkarımı harcamalarının (23,3 milyar dolar) 2026'da ilk kez eğitim harcamalarını (19 milyar dolar) geçeceğini tahmin ediyor; çıkarım görevlerinin yapay...","url":"https://www.aioga.com/tr/news/cmso9j1ye0ikrrofwcq2xoeek/","contentTranslated":true,"sourceHash":"d4bdbc4bcbc0198d","translatedAt":"2026-08-11T11:21:21.012Z"},"vi":{"title":"Gartner ước tính chi tiêu AI suy luận sẽ lần đầu vượt chi phí đào tạo vào năm 2026","summary":"Gartner ước tính chi tiêu AI suy luận toàn cầu năm 2026 (23,3 tỷ USD) sẽ lần đầu tiên vượt chi phí đào tạo (19 tỷ USD), các nhiệm vụ suy luận dự kiến chiếm 55% chi tiêu IaaS tối ưu cho AI, tăng lên 59% vào năm 2027. Cơ quan này dự đoán chi tiêu IaaS tối ưu AI toàn cầu năm 2026 sẽ đạt 42 tỷ USD, tăng 96% so với cùng kỳ, đánh dấu các tổ chức đang chuyển từ giai đoạn thử nghiệm sang ứng dụng sản xuất. 🔗 Đọc nguyên văn via AIHOT · https://aihot.virxact.com/items/cmso9j1ye0ikrrofwcq2xoeek","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Gartner ước tính chi tiêu AI suy luận sẽ lần đầu vượt chi phí đào tạo vào năm 2026 - Tin tức AI Aioga","description":"Gartner ước tính chi tiêu AI suy luận toàn cầu năm 2026 (23,3 tỷ USD) sẽ lần đầu tiên vượt chi phí đào tạo (19 tỷ USD), các nhiệm vụ suy luận dự kiến chiếm 55% chi tiêu IaaS tối ưu...","url":"https://www.aioga.com/vi/news/cmso9j1ye0ikrrofwcq2xoeek/","contentTranslated":true,"sourceHash":"d4bdbc4bcbc0198d","translatedAt":"2026-08-11T11:21:21.390Z"},"id":{"title":"Gartner memperkirakan bahwa pengeluaran inferensi AI pada tahun 2026 akan melampaui pelatihan model untuk pertama kalinya","summary":"Gartner memperkirakan bahwa pengeluaran inferensi AI global ($23,3 miliar) akan melampaui pengeluaran pelatihan ($19 miliar) untuk pertama kalinya pada tahun 2026, dengan tugas inferensi diperkirakan akan menyumbang 55% dari pengeluaran IaaS yang dioptimalkan AI, naik menjadi 59% pada tahun 2027. Lembaga tersebut memprediksi bahwa pengeluaran IaaS optimasi AI global akan mencapai $42 miliar pada tahun 2026, meningkat 96% dari tahun ke tahun, menandai transisi dari tahap eksperimental ke aplikasi produksi. 🔗 Baca artikel asli melalui AIHOT · https://aihot.virxact.com/items/cmso9j1ye0ikrrofwcq2xoeek","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Gartner memperkirakan bahwa pengeluaran inferensi AI pada tahun 2026 akan melampaui pelatihan model untuk pertama kalinya - Berita AI Aioga","description":"Gartner memperkirakan bahwa pengeluaran inferensi AI global ($23,3 miliar) akan melampaui pengeluaran pelatihan ($19 miliar) untuk pertama kalinya pada tahun 2026, dengan tugas inf...","url":"https://www.aioga.com/id/news/cmso9j1ye0ikrrofwcq2xoeek/","contentTranslated":true,"sourceHash":"d4bdbc4bcbc0198d","translatedAt":"2026-08-11T11:22:18.272Z"},"th":{"title":"Gartner ประเมินว่าการใช้จ่ายในการอนุมาน AI ในปี 2026 จะเกินกว่าการฝึกโมเดลเป็นครั้งแรก","summary":"Gartner ประเมินว่าการใช้จ่ายในการอนุมาน AI ทั่วโลก (23.3 พันล้านดอลลาร์) จะสูงกว่าค่าใช้จ่ายในการฝึกอบรม (19 พันล้านดอลลาร์) เป็นครั้งแรกในปี 2026 โดยงานอนุมานคาดว่าจะคิดเป็น 55% ของการใช้จ่าย IaaS ที่ปรับแต่งด้วย AI และจะเพิ่มขึ้นเป็น 59% ในปี 2027 หน่วยงานคาดการณ์ว่าการใช้จ่ายด้านการเพิ่มประสิทธิภาพ AI ทั่วโลกจะสูงถึง 42 พันล้านดอลลาร์ภายในปี 2026 ซึ่งเพิ่มขึ้น 96% เมื่อเทียบกับปีต่อปี ถือเป็นการเปลี่ยนผ่านจากขั้นทดลองสู่การใช้งานจริง 🔗 อ่านบทความต้นฉบับผ่าน AIHOT · https://aihot.virxact.com/items/cmso9j1ye0ikrrofwcq2xoeek","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Gartner ประเมินว่าการใช้จ่ายในการอนุมาน AI ในปี 2026 จะเกินกว่าการฝึกโมเดลเป็นครั้งแรก - ข่าว AI Aioga","description":"Gartner ประเมินว่าการใช้จ่ายในการอนุมาน AI ทั่วโลก (23.3 พันล้านดอลลาร์) จะสูงกว่าค่าใช้จ่ายในการฝึกอบรม (19 พันล้านดอลลาร์) เป็นครั้งแรกในปี 2026 โดยงานอนุมานคาดว่าจะคิดเป็น 55% ข...","url":"https://www.aioga.com/th/news/cmso9j1ye0ikrrofwcq2xoeek/","contentTranslated":true,"sourceHash":"d4bdbc4bcbc0198d","translatedAt":"2026-08-11T11:22:28.081Z"},"pl":{"title":"Gartner szacuje, że wydatki na wnioskowanie AI w 2026 roku po raz pierwszy przekroczą trening modeli","summary":"Gartner szacuje, że globalne wydatki na wnioskowanie AI (23,3 miliarda dolarów) po raz pierwszy przekroczą wydatki na szkolenia (19 miliardów dolarów) w 2026 roku, a zadania wnioskowania mają stanowić 55% wydatków na optymalizację AI-IaaS, wzrosnąc, do 59% w 2027 roku. Agencja prognozuje, że globalne wydatki na optymalizację AI w ramach IaaS osiągną 42 miliardy dolarów do 2026 roku, co oznacza wzrost o 96% rok do roku, co oznacza przejście od etapów eksperymentalnych do zastosowań produkcyjnych. 🔗 Przeczytaj oryginalny artykuł za pośrednictwem AIHOT · https://aihot.virxact.com/items/cmso9j1ye0ikrrofwcq2xoeek","category":"行业动态","source":"IT之家（RSS）","aggregationSource":"IT之家（RSS）","pageTitle":"Gartner szacuje, że wydatki na wnioskowanie AI w 2026 roku po raz pierwszy przekroczą trening modeli - Aioga Wiadomości AI","description":"Gartner szacuje, że globalne wydatki na wnioskowanie AI (23,3 miliarda dolarów) po raz pierwszy przekroczą wydatki na szkolenia (19 miliardów dolarów) w 2026 roku, a zadania wniosk...","url":"https://www.aioga.com/pl/news/cmso9j1ye0ikrrofwcq2xoeek/","contentTranslated":true,"sourceHash":"d4bdbc4bcbc0198d","translatedAt":"2026-08-11T11:23:27.938Z"}}}}