{
  "slug": "stackit-ai-model-serving",
  "name": "STACKIT AI Model Serving",
  "company": "Schwarz Digits Cloud GmbH & Co. KG",
  "website": "https://stackit.com/en/products/data-ai/stackit-ai-model-serving",
  "category": "platforms",
  "business_model": "paid",
  "availability": "global",
  "launched": "2025",
  "founded": "2018",
  "hq_country": "DE",
  "pricing_url": "https://stackit.com/en/products/data-ai/stackit-ai-model-serving",
  "tags": [
    "cloud",
    "inference",
    "open-models",
    "sovereign-ai",
    "germany"
  ],
  "description": "Managed STACKIT service that serves open-source large language models through an API inside German data centres, with token-based billing and no storage of queries.",
  "overview": "STACKIT AI Model Serving is the managed generative-AI service of STACKIT, the sovereign cloud brand of Schwarz Digits, the Schwarz Group's IT division, operated by Schwarz Digits Cloud GmbH & Co. KG from Neckarsulm, Germany. It gives applications API access to open-source large language models such as Llama, on infrastructure where the vendor says queries are neither stored nor used to train models. Hosting is in European data centres, presented as a GDPR-compliant alternative to US providers, with GPU and CPU compute on the same platform for training. Billing is token-based, with rates published per model tier. The limitation is breadth: an independent industry radar that recommends the service for German sovereignty needs notes that model selection stays limited compared with the hyperscalers.",
  "features": [
    "API access to open-source large language models such as Llama, with model switching in the STACKIT Cloud Portal",
    "Data and queries neither stored nor used to train models, according to the vendor",
    "Hosting in STACKIT's European data centres, sold on data sovereignty and GDPR compliance",
    "Token-based billing with published rates for input, output and embedding model tiers",
    "GPU and CPU compute on the same platform for training and inference workloads",
    "RAG template and Terraform provider for integrating models into existing environments"
  ],
  "use_cases": [
    "Running generative-AI features on models hosted inside the EU for data-sovereignty requirements",
    "Prototyping and operating LLM applications through one API without managing inference servers",
    "Training or fine-tuning models on STACKIT GPU compute next to the serving endpoint"
  ],
  "pricing_notes": "Token-based: the product page publishes rates per million tokens by model tier, for example €0.15 for standard input, €0.45 for plus input, €1.50 for premium input, €0.25 for standard output and €1.75 for premium output, plus embedding rates from €0.02, all in the Germany South (EU01) region. No free allowance is advertised on the page read, and this record sets no comparable paid_from figure.",
  "faq": [
    {
      "q": "What is STACKIT AI Model Serving?",
      "a": "A managed service that serves open-source large language models through an API from STACKIT's European cloud, so applications can use generative AI without running their own inference infrastructure."
    },
    {
      "q": "Who operates it and where is it based?",
      "a": "STACKIT is the cloud brand of Schwarz Digits, the Schwarz Group's IT and digital division; the vendor page names the entity Schwarz Digits Cloud GmbH & Co. KG and says the team is based in Neckarsulm, Swabia, Germany."
    },
    {
      "q": "How is it billed?",
      "a": "By tokens, with published rates per model tier: for example €0.15 per million standard input tokens and €0.25 per million standard output tokens, in the Germany South (EU01) region. The page read advertises no free tier."
    },
    {
      "q": "Where is data processed?",
      "a": "STACKIT hosts in its own European data centres, which the vendor presents as GDPR-compliant and sovereign, and states that user data and queries are neither stored nor used to train models."
    },
    {
      "q": "What does this record not establish?",
      "a": "No vendor page read states a launch date for the service, its licence terms, or its own interface languages; the 2025 launch year comes from an independent industry radar, and a docs.stackit.cloud page tried for this record returned 404, so no docs_url is recorded."
    }
  ],
  "i18n": {
    "zh": {
      "description": "STACKIT 的托管服务，通过 API 在德国数据中心内提供开源大语言模型，按 Token 计费且不存储请求内容。",
      "overview": "STACKIT AI Model Serving 是 STACKIT 的托管生成式 AI 服务；STACKIT 是 Schwarz 集团 IT 与数字化部门 Schwarz Digits 的主权云品牌，由 Schwarz Digits Cloud GmbH & Co. KG 在德国内卡苏尔姆运营。它让应用通过 API 调用 Llama 等开源大语言模型，厂商表示请求内容既不被存储，也不用于训练模型。托管在欧洲数据中心，定位为符合 GDPR、替代美国厂商的选择，同一平台上还提供用于训练的 GPU 与 CPU 算力。计费按 Token 进行，各模型档位的费率公开。局限在广度：一家推荐该服务用于德国数据主权需求的独立行业雷达指出，其模型选择仍比超大规模云厂商有限。",
      "features": [
        "通过 API 调用 Llama 等开源大语言模型，可在 STACKIT Cloud Portal 中切换模型",
        "厂商称数据与请求既不被存储，也不用于训练模型",
        "托管在 STACKIT 的欧洲数据中心，以数据主权与 GDPR 合规为卖点",
        "按 Token 计费，输入、输出与嵌入模型各档费率公开",
        "同一平台上提供 GPU 与 CPU 算力，用于训练与推理",
        "提供 RAG 模板与 Terraform provider，便于接入既有环境"
      ],
      "use_cases": [
        "为满足数据主权要求，在欧盟境内托管的模型上运行生成式 AI 功能",
        "通过单一 API 开发与运营 LLM 应用，无需自管推理服务器",
        "在 STACKIT GPU 算力上训练或微调模型，与服务端点同处一地"
      ],
      "pricing_notes": "按 Token 计费：产品页按模型档位公布每百万 Token 的费率，例如标准输入 0.15 欧元、plus 输入 0.45 欧元、premium 输入 1.50 欧元、标准输出 0.25 欧元、premium 输出 1.75 欧元，嵌入从 0.02 欧元起，均位于 Germany South（EU01）区域。本次读取的页面没有宣传免费额度，本记录不设可比的 paid_from 价格。",
      "faq": [
        {
          "q": "STACKIT AI Model Serving 是什么？",
          "a": "一项托管服务，通过 API 从 STACKIT 的欧洲云提供开源大语言模型，让应用无需自建推理基础设施即可使用生成式 AI。"
        },
        {
          "q": "由谁运营，总部在哪里？",
          "a": "STACKIT 是 Schwarz 集团 IT 与数字化部门 Schwarz Digits 的云品牌；厂商页面列明运营主体为 Schwarz Digits Cloud GmbH & Co. KG，并称团队位于德国施瓦本地区的内卡苏尔姆。"
        },
        {
          "q": "如何计费？",
          "a": "按 Token 计费，各模型档位费率公开：例如 Germany South（EU01）区域标准输入每百万 Token 0.15 欧元、标准输出每百万 Token 0.25 欧元。本次读取的页面没有免费档。"
        },
        {
          "q": "数据在哪里处理？",
          "a": "STACKIT 托管在自有欧洲数据中心，厂商将其定位为符合 GDPR 且具备主权，并表示用户数据与请求既不被存储，也不用于训练模型。"
        },
        {
          "q": "这条记录没有确立哪些内容？",
          "a": "本次读取的厂商页面均未写明服务上线日期、许可条款或产品自身的界面语言；2025 年这个上线年份来自一家独立行业雷达，而为本条记录尝试的 docs.stackit.cloud 页面返回 404，因此没有填写 docs_url。"
        }
      ],
      "facts": {
        "stackit-ai-model-serving.hq.germany": {
          "conditions": "据 stackit.com/en 于 2026-10-12 所述",
          "note": "在厂商首页上匹配到: \"STACKIT is the cloud provider of the Schwarz Group … The team based in Neckarsulm, Swabia\" and \"As part of Schwarz Digits, Schwarz Digits Cloud GmbH & Co. KG belongs to the IT and digital division of the Schwarz Group.\""
        },
        "stackit-ai-model-serving.pricing.token-rates": {
          "value": "基于 token 的计费，按模型档位公布费率，例如每百万标准输入 token €0.15",
          "conditions": "据 stackit.com/en/products/data-ai/stackit-ai-model-serving 于 2026-10-12 所述",
          "note": "产品页面的价格表列出了德国南部区域（EU01）的 Model Serving SKU，例如标准输入每百万输入 token 0.15 €、plus 输入 0.45 €、premium 输入 1.50 €、标准输出 0.25 €、premium 输出 1.75 €、标准 embedding 0.02 €。"
        },
        "stackit-ai-model-serving.api.hosted-models": {
          "value": "提供对托管开源 LLM 的 API 访问；数据与查询不会被存储或用于训练",
          "conditions": "据 stackit.com/en/products/data-ai/stackit-ai-model-serving 于 2026-10-12 所述",
          "note": "在产品页面上匹配到: \"easy access to the latest GenAI models such as Llama 3.1 … Your data and queries are neither stored nor used to train models … integrating it into your applications through our API.\""
        },
        "stackit-ai-model-serving.founded.stackit-2018": {
          "conditions": "据 the Schwarz Group story page read 于 2026-10-12 所述",
          "note": "集团自身的品牌故事页面称：\"STACKIT was developed back in 2018 for expediting the digital transformation of the companies of Schwarz Group\"。这是品牌的创立年份；在所查阅的页面上未公布运营实体的单独成立年份，而集团本身可追溯至 1930 年。"
        }
      },
      "selection_evidence": {
        "tasks": {
          "note": "从记录推导：类别“platforms”。"
        },
        "form_factor": {
          "note": "厂商将该服务描述为“through our API”使用，并在 Cloud Portal 中切换模型；无需下载。"
        },
        "platforms": {
          "note": "由记录描述/功能/标签中的平台用词推导而来。"
        },
        "deployment": {
          "note": "厂商称其 AI 工作负载“fully hosted in European data centers and strictly GDPR-compliant”。"
        },
        "offline": {
          "note": "记录中不包含离线运行的声明。"
        },
        "regions": {
          "note": "由所读厂商页面推导而来：价格表使用区域“Germany South (EU01)”，主页称“STACKIT currently operates seven data centers in Europe”。可用性枚举没有 Europe 取值，因此粗粒度的可用性字段仍为“global”。"
        },
        "api": {
          "note": "在厂商产品页面上匹配到：integration of the LLMs into applications \"via API\", with \"standardized APIs\"."
        },
        "license": {
          "note": "商业服务；记录中未发布源代码许可证。"
        },
        "commercial_use": {
          "note": "商业服务；所读页面未声明非商业限制，但这一点未经验证。"
        },
        "billing": {
          "note": "厂商发布了按模型档位的 token 费率，但没有周期性方案价格，因此未设置可比 paid_from 数值；所读页面未宣传任何免费额度。"
        },
        "languages": {
          "note": "本轮所读的任何厂商页面都未说明产品自身的界面语言；保留该键是为了日后能作答，而不是留空。"
        }
      }
    },
    "es": {
      "description": "Servicio gestionado de STACKIT que sirve grandes modelos de lenguaje abiertos por API dentro de centros de datos alemanes, con facturación por tokens y sin almacenar las consultas.",
      "overview": "STACKIT AI Model Serving es el servicio gestionado de IA generativa de STACKIT, la marca de nube soberana de Schwarz Digits, la división de TI del grupo Schwarz, operada por Schwarz Digits Cloud GmbH & Co. KG desde Neckarsulm, Alemania. Da a las aplicaciones acceso por API a grandes modelos de lenguaje abiertos como Llama, sobre una infraestructura en la que el proveedor afirma que las consultas no se almacenan ni se usan para entrenar modelos. El alojamiento está en centros de datos europeos, presentados como alternativa conforme al RGPD frente a proveedores estadounidenses, con cómputo GPU y CPU en la misma plataforma para entrenamiento. La facturación es por tokens, con tarifas publicadas por nivel de modelo. La limitación es la amplitud: un radar sectorial independiente que recomienda el servicio para necesidades alemanas de soberanía señala que la selección de modelos sigue siendo limitada frente a los hiperescaladores.",
      "features": [
        "Acceso por API a grandes modelos de lenguaje abiertos como Llama, con cambio de modelo en el STACKIT Cloud Portal",
        "Datos y consultas ni almacenados ni usados para entrenar modelos, según el proveedor",
        "Alojamiento en los centros de datos europeos de STACKIT, vendido por soberanía de datos y cumplimiento del RGPD",
        "Facturación por tokens con tarifas publicadas para los niveles de entrada, salida y embeddings",
        "Cómputo GPU y CPU en la misma plataforma para cargas de entrenamiento e inferencia",
        "Plantilla RAG y proveedor Terraform para integrar los modelos en entornos existentes"
      ],
      "use_cases": [
        "Ejecutar funciones de IA generativa en modelos alojados dentro de la UE por requisitos de soberanía de datos",
        "Prototipar y operar aplicaciones LLM con una sola API sin gestionar servidores de inferencia",
        "Entrenar o ajustar modelos en el cómputo GPU de STACKIT, junto al endpoint de servicio"
      ],
      "pricing_notes": "Por tokens: la página del producto publica tarifas por millón de tokens según el nivel del modelo, por ejemplo 0,15 € para entrada estándar, 0,45 € para entrada plus, 1,50 € para entrada premium, 0,25 € para salida estándar y 1,75 € para salida premium, más tarifas de embeddings desde 0,02 €, todo en la región Germany South (EU01). La página consultada no anuncia nivel gratuito y este registro no fija un paid_from comparable.",
      "faq": [
        {
          "q": "¿Qué es STACKIT AI Model Serving?",
          "a": "Un servicio gestionado que sirve grandes modelos de lenguaje abiertos por API desde la nube europea de STACKIT, para que las aplicaciones usen IA generativa sin operar su propia infraestructura de inferencia."
        },
        {
          "q": "¿Quién lo opera y dónde está radicado?",
          "a": "STACKIT es la marca de nube de Schwarz Digits, la división de TI y digital del grupo Schwarz; la página del proveedor nombra a la entidad Schwarz Digits Cloud GmbH & Co. KG y sitúa al equipo en Neckarsulm, Suabia, Alemania."
        },
        {
          "q": "¿Cómo se factura?",
          "a": "Por tokens, con tarifas publicadas por nivel de modelo: por ejemplo 0,15 € por millón de tokens de entrada estándar y 0,25 € por millón de salida estándar en la región Germany South (EU01). La página consultada no anuncia nivel gratuito."
        },
        {
          "q": "¿Dónde se procesan los datos?",
          "a": "STACKIT aloja en sus propios centros de datos europeos, que el proveedor presenta como conformes al RGPD y soberanos, y afirma que los datos y las consultas de usuario no se almacenan ni se usan para entrenar modelos."
        },
        {
          "q": "¿Qué no establece este registro?",
          "a": "Ninguna página del proveedor leída indica la fecha de lanzamiento del servicio, sus términos de licencia ni sus idiomas de interfaz; el año de lanzamiento 2025 procede de un radar sectorial independiente, y una página de docs.stackit.cloud probada devolvió 404, por lo que no se registra docs_url."
        }
      ],
      "facts": {
        "stackit-ai-model-serving.hq.germany": {
          "conditions": "Según lo indicado en stackit.com/en el 2026-10-12",
          "note": "Coincidencia en la página de inicio del proveedor: \"STACKIT is the cloud provider of the Schwarz Group … The team based in Neckarsulm, Swabia\" and \"As part of Schwarz Digits, Schwarz Digits Cloud GmbH & Co. KG belongs to the IT and digital division of the Schwarz Group.\""
        },
        "stackit-ai-model-serving.pricing.token-rates": {
          "value": "Facturación por tokens con tarifas publicadas por nivel de modelo, p. ej. 0.15 € por millón de tokens de entrada estándar",
          "conditions": "Según lo indicado en stackit.com/en/products/data-ai/stackit-ai-model-serving el 2026-10-12",
          "note": "La tabla de precios de la página del producto lista SKU de Model Serving en la región Alemania Sur (EU01), p. ej. entrada estándar 0.15 € por millón de tokens de entrada, entrada plus 0.45 €, entrada premium 1.50 €, salida estándar 0.25 €, salida premium 1.75 €, embedding estándar 0.02 €."
        },
        "stackit-ai-model-serving.api.hosted-models": {
          "value": "Acceso por API a LLM de código abierto alojados; los datos y las consultas no se almacenan ni se usan para entrenar",
          "conditions": "Según lo indicado en stackit.com/en/products/data-ai/stackit-ai-model-serving el 2026-10-12",
          "note": "Coincidencia en la página del producto: \"easy access to the latest GenAI models such as Llama 3.1 … Your data and queries are neither stored nor used to train models … integrating it into your applications through our API.\""
        },
        "stackit-ai-model-serving.founded.stackit-2018": {
          "conditions": "Según lo indicado en the Schwarz Group story page read el 2026-10-12",
          "note": "La propia página de historia del grupo afirma: \"STACKIT was developed back in 2018 for expediting the digital transformation of the companies of Schwarz Group\". Este es el año de creación de la marca; en las páginas leídas no se publicó un año de fundación separado para la entidad operativa, y el grupo se remonta a 1930."
        }
      },
      "selection_evidence": {
        "tasks": {
          "note": "Derivado del registro: categoría «platforms»."
        },
        "form_factor": {
          "note": "El proveedor describe el servicio como usado «through our API» con cambio de modelo en el Cloud Portal; no hay descarga."
        },
        "platforms": {
          "note": "Derivado de las palabras de plataforma en la descripción, las funciones y las etiquetas del registro."
        },
        "deployment": {
          "note": "El proveedor afirma que las cargas de trabajo de IA están «fully hosted in European data centers and strictly GDPR-compliant»."
        },
        "offline": {
          "note": "El registro no contiene ninguna afirmación de funcionamiento sin conexión."
        },
        "regions": {
          "note": "Derivado de las páginas del proveedor consultadas: la tabla de precios usa la región «Germany South (EU01)» y la página principal dice «STACKIT currently operates seven data centers in Europe». El enum de disponibilidad no tiene valor Europe, por lo que el campo de disponibilidad agregado sigue siendo «global»."
        },
        "api": {
          "note": "Encontrado en la página de producto del proveedor: integration of the LLMs into applications \"via API\", with \"standardized APIs\"."
        },
        "license": {
          "note": "Servicio comercial; no se publica licencia del código fuente en el registro."
        },
        "commercial_use": {
          "note": "Servicio comercial; las páginas consultadas no indican una restricción no comercial, pero eso no se verificó."
        },
        "billing": {
          "note": "El proveedor publica tarifas de tokens por nivel de modelo, pero ningún precio de plan periódico, por lo que no se fija una cifra paid_from comparable; la página consultada no anuncia ninguna asignación gratuita."
        },
        "languages": {
          "note": "Ninguna página del proveedor consultada en esta pasada indica los idiomas de interfaz del propio producto; la clave existe para poder responder al campo más adelante en lugar de dejarlo ausente."
        }
      }
    },
    "fr": {
      "description": "Service managé de STACKIT qui sert de grands modèles de langage ouverts par API dans des centres de données allemands, avec facturation par tokens et sans stockage des requêtes.",
      "overview": "STACKIT AI Model Serving est le service managé d'IA générative de STACKIT, la marque de cloud souverain de Schwarz Digits, la division informatique du groupe Schwarz, exploité par Schwarz Digits Cloud GmbH & Co. KG depuis Neckarsulm, en Allemagne. Il donne aux applications un accès API à de grands modèles de langage ouverts comme Llama, sur une infrastructure où le fournisseur affirme que les requêtes ne sont ni stockées ni utilisées pour entraîner les modèles. L'hébergement se fait dans des centres de données européens, présentés comme une alternative conforme au RGPD face aux fournisseurs américains, avec du calcul GPU et CPU sur la même plateforme pour l'entraînement. La facturation est par tokens, avec des tarifs publiés par niveau de modèle. La limite est l'étendue : un radar sectoriel indépendant qui recommande le service pour les besoins allemands de souveraineté note que le choix de modèles reste limité face aux hyperscalers.",
      "features": [
        "Accès API à de grands modèles de langage ouverts comme Llama, avec changement de modèle dans le STACKIT Cloud Portal",
        "Données et requêtes ni stockées ni utilisées pour entraîner les modèles, selon le fournisseur",
        "Hébergement dans les centres de données européens de STACKIT, vendu sur la souveraineté des données et la conformité RGPD",
        "Facturation par tokens avec tarifs publiés pour les niveaux entrée, sortie et embeddings",
        "Calcul GPU et CPU sur la même plateforme pour l'entraînement et l'inférence",
        "Modèle RAG et fournisseur Terraform pour intégrer les modèles dans les environnements existants"
      ],
      "use_cases": [
        "Exécuter des fonctions d'IA générative sur des modèles hébergés dans l'UE pour des exigences de souveraineté des données",
        "Prototyper et exploiter des applications LLM via une seule API sans gérer de serveurs d'inférence",
        "Entraîner ou affiner des modèles sur le calcul GPU de STACKIT, à côté du point de terminaison de service"
      ],
      "pricing_notes": "Par tokens : la page produit publie des tarifs par million de tokens selon le niveau du modèle, par exemple 0,15 € pour l'entrée standard, 0,45 € pour l'entrée plus, 1,50 € pour l'entrée premium, 0,25 € pour la sortie standard et 1,75 € pour la sortie premium, plus des tarifs d'embeddings à partir de 0,02 €, dans la région Germany South (EU01). La page consultée n'annonce pas d'offre gratuite et cette fiche ne fixe aucun paid_from comparable.",
      "faq": [
        {
          "q": "Qu'est-ce que STACKIT AI Model Serving ?",
          "a": "Un service managé qui sert de grands modèles de langage ouverts par API depuis le cloud européen de STACKIT, pour que les applications utilisent l'IA générative sans exploiter leur propre infrastructure d'inférence."
        },
        {
          "q": "Qui l'exploite et où est-ce basé ?",
          "a": "STACKIT est la marque cloud de Schwarz Digits, la division informatique et numérique du groupe Schwarz ; la page du fournisseur nomme l'entité Schwarz Digits Cloud GmbH & Co. KG et situe l'équipe à Neckarsulm, en Souabe, Allemagne."
        },
        {
          "q": "Comment est-ce facturé ?",
          "a": "Par tokens, avec des tarifs publiés par niveau de modèle : par exemple 0,15 € par million de tokens d'entrée standard et 0,25 € par million de sortie standard dans la région Germany South (EU01). La page consultée n'annonce pas d'offre gratuite."
        },
        {
          "q": "Où les données sont-elles traitées ?",
          "a": "STACKIT héberge dans ses propres centres de données européens, présentés par le fournisseur comme conformes au RGPD et souverains, et déclare que les données et requêtes des utilisateurs ne sont ni stockées ni utilisées pour entraîner les modèles."
        },
        {
          "q": "Que n'établit pas cette fiche ?",
          "a": "Aucune page du fournisseur consultée n'indique la date de lancement du service, ses termes de licence ni ses langues d'interface ; l'année de lancement 2025 provient d'un radar sectoriel indépendant, et une page docs.stackit.cloud essayée a renvoyé 404, donc aucun docs_url n'est enregistré."
        }
      ],
      "facts": {
        "stackit-ai-model-serving.hq.germany": {
          "conditions": "Comme indiqué sur stackit.com/en le 2026-10-12",
          "note": "Correspondance sur la page d'accueil de l'éditeur: \"STACKIT is the cloud provider of the Schwarz Group … The team based in Neckarsulm, Swabia\" and \"As part of Schwarz Digits, Schwarz Digits Cloud GmbH & Co. KG belongs to the IT and digital division of the Schwarz Group.\""
        },
        "stackit-ai-model-serving.pricing.token-rates": {
          "value": "Facturation au token avec tarifs publiés par niveau de modèle, p. ex. 0.15 € par million de tokens d'entrée standard",
          "conditions": "Comme indiqué sur stackit.com/en/products/data-ai/stackit-ai-model-serving le 2026-10-12",
          "note": "Le tableau des prix de la page produit liste des SKU Model Serving pour la région Allemagne Sud (EU01), p. ex. entrée standard 0.15 € par million de tokens d'entrée, entrée plus 0.45 €, entrée premium 1.50 €, sortie standard 0.25 €, sortie premium 1.75 €, embedding standard 0.02 €."
        },
        "stackit-ai-model-serving.api.hosted-models": {
          "value": "Accès par API à des LLM open source hébergés ; les données et requêtes ne sont ni stockées ni utilisées pour l'entraînement",
          "conditions": "Comme indiqué sur stackit.com/en/products/data-ai/stackit-ai-model-serving le 2026-10-12",
          "note": "Correspondance sur la page produit: \"easy access to the latest GenAI models such as Llama 3.1 … Your data and queries are neither stored nor used to train models … integrating it into your applications through our API.\""
        },
        "stackit-ai-model-serving.founded.stackit-2018": {
          "conditions": "Comme indiqué sur the Schwarz Group story page read le 2026-10-12",
          "note": "La page d'histoire du groupe indique : « STACKIT was developed back in 2018 for expediting the digital transformation of the companies of Schwarz Group ». C'est l'année de création de la marque ; aucune année de fondation distincte pour l'entité d'exploitation n'a été publiée sur les pages lues, et le groupe remonte à 1930."
        }
      },
      "selection_evidence": {
        "tasks": {
          "note": "Déduit de la fiche : catégorie « platforms »."
        },
        "form_factor": {
          "note": "Le fournisseur décrit le service comme utilisé « through our API » avec changement de modèle dans le Cloud Portal ; il n'y a pas de téléchargement."
        },
        "platforms": {
          "note": "Déduit des mots de plateforme présents dans la description, les fonctionnalités et les étiquettes de la fiche."
        },
        "deployment": {
          "note": "Le fournisseur indique que les charges de travail d'IA sont « fully hosted in European data centers and strictly GDPR-compliant »."
        },
        "offline": {
          "note": "La fiche ne contient aucune affirmation de fonctionnement hors ligne."
        },
        "regions": {
          "note": "Déduit des pages du fournisseur consultées : la grille tarifaire utilise la région « Germany South (EU01) » et la page d'accueil indique « STACKIT currently operates seven data centers in Europe ». L'énumération de disponibilité n'a pas de valeur Europe, le champ de disponibilité agrégé reste donc « global »."
        },
        "api": {
          "note": "Correspondance sur la page produit du fournisseur : integration of the LLMs into applications \"via API\", with \"standardized APIs\"."
        },
        "license": {
          "note": "Service commercial ; aucune licence du code source n'est publiée dans la fiche."
        },
        "commercial_use": {
          "note": "Service commercial ; les pages consultées n'indiquent pas de restriction non commerciale, mais cela n'a pas été vérifié."
        },
        "billing": {
          "note": "Le fournisseur publie des tarifs de tokens par palier de modèle, mais aucun prix de forfait périodique ; aucune valeur paid_from comparable n'est donc définie ; la page consultée n'annonce aucun quota gratuit."
        },
        "languages": {
          "note": "Aucune page du fournisseur consultée lors de cette passe n'indique les langues d'interface du produit lui-même ; la clé existe pour que le champ puisse être renseigné plus tard plutôt que laissé absent."
        }
      }
    },
    "ja": {
      "description": "STACKIT のマネージドサービス。ドイツのデータセンター内から API でオープンソースの大規模言語モデルを提供し、トークン課金でクエリを保存しない。",
      "overview": "STACKIT AI Model Serving は、Schwarz グループの IT・デジタル部門 Schwarz Digits の主権クラウドブランドである STACKIT のマネージド生成 AI サービスで、Schwarz Digits Cloud GmbH & Co. KG がドイツ・ネッカーズルムから運営しています。Llama などのオープンソース大規模言語モデルへ API でアクセスでき、ベンダーによればクエリは保存も学習利用もされません。ホスティングは欧州のデータセンターで、GDPR 準拠の米国事業者代替として位置づけられ、同じ基盤上に学習用の GPU と CPU も用意されています。課金はトークン単位で、モデル階層ごとの料金が公開されています。制約は幅にあります。ドイツのデータ主権要件向けに本サービスを推奨する独立系の業界レーダーは、モデル選択がハイパースケーラーより限られると指摘しています。",
      "features": [
        "Llama などのオープンソース大規模言語モデルへの API アクセス。STACKIT Cloud Portal でモデルを切り替え可能",
        "ベンダーによればデータとクエリは保存も学習利用もされない",
        "STACKIT の欧州データセンターでホスティング。データ主権と GDPR 準拠を訴求",
        "入力・出力・埋め込みの各モデル階層の料金を公開したトークン課金",
        "学習と推論のため同一基盤で GPU と CPU の計算資源を提供",
        "RAG テンプレートと Terraform プロバイダーで既存環境に統合"
      ],
      "use_cases": [
        "データ主権要件のため、EU 内でホストされるモデルで生成 AI 機能を動かす",
        "推論サーバーを自前で運用せず、単一 API で LLM アプリを試作・運用する",
        "サービング端点と同じ場所にある STACKIT の GPU でモデルを学習・微調整する"
      ],
      "pricing_notes": "トークン単位です。製品ページはモデル階層ごとに 100 万トークンあたりの料金を公開しており、例えば標準入力 0.15 ユーロ、plus 入力 0.45 ユーロ、premium 入力 1.50 ユーロ、標準出力 0.25 ユーロ、premium 出力 1.75 ユーロ、埋め込みは 0.02 ユーロからで、いずれも Germany South（EU01）リージョンです。今回参照したページには無料枠の記載がなく、本記録は比較可能な paid_from を設定しません。",
      "faq": [
        {
          "q": "STACKIT AI Model Serving とは？",
          "a": "STACKIT の欧州クラウドから API でオープンソースの大規模言語モデルを提供するマネージドサービスで、アプリ側が独自の推論基盤を運用せずに生成 AI を利用できます。"
        },
        {
          "q": "運営者と拠点は？",
          "a": "STACKIT は Schwarz グループの IT・デジタル部門 Schwarz Digits のクラウドブランドです。ベンダーページは運営主体を Schwarz Digits Cloud GmbH & Co. KG と記載し、チームはドイツ・シュヴァーベン地方のネッカーズルムに拠点を置くと述べています。"
        },
        {
          "q": "料金体系は？",
          "a": "トークン単位で、モデル階層ごとの料金が公開されています。例えば Germany South（EU01）リージョンで標準入力は 100 万トークンあたり 0.15 ユーロ、標準出力は 0.25 ユーロです。今回参照したページに無料枠の記載はありません。"
        },
        {
          "q": "データはどこで処理されますか？",
          "a": "STACKIT は自社の欧州データセンターでホストしており、ベンダーは GDPR 準拠かつ主権的と位置づけ、ユーザーデータとクエリは保存も学習利用もされないと述べています。"
        },
        {
          "q": "この記録が確立していないことは？",
          "a": "今回参照したベンダーページには、サービスの提供開始日、ライセンス条件、製品自身の対応インターフェース言語がありません。2025 年という提供開始年は独立系の業界レーダーによるもので、試した docs.stackit.cloud のページは 404 を返したため docs_url は記録していません。"
        }
      ],
      "facts": {
        "stackit-ai-model-serving.hq.germany": {
          "conditions": "stackit.com/en の 2026-10-12 時点の記載による",
          "note": "ベンダーのホームページで一致: \"STACKIT is the cloud provider of the Schwarz Group … The team based in Neckarsulm, Swabia\" and \"As part of Schwarz Digits, Schwarz Digits Cloud GmbH & Co. KG belongs to the IT and digital division of the Schwarz Group.\""
        },
        "stackit-ai-model-serving.pricing.token-rates": {
          "value": "トークン制の課金でモデル階層ごとの料金を公表。例：標準入力トークン100万あたり €0.15",
          "conditions": "stackit.com/en/products/data-ai/stackit-ai-model-serving の 2026-10-12 時点の記載による",
          "note": "製品ページの価格表には、ドイツ南部リージョン（EU01）の Model Serving SKU が記載されています。例：標準入力は入力トークン100万あたり 0.15 €、plus 入力 0.45 €、premium 入力 1.50 €、標準出力 0.25 €、premium 出力 1.75 €、標準 embedding 0.02 €。"
        },
        "stackit-ai-model-serving.api.hosted-models": {
          "value": "ホスト型オープンソース LLM への API アクセス。データとクエリは保存されず、学習にも使用されません",
          "conditions": "stackit.com/en/products/data-ai/stackit-ai-model-serving の 2026-10-12 時点の記載による",
          "note": "製品ページで一致: \"easy access to the latest GenAI models such as Llama 3.1 … Your data and queries are neither stored nor used to train models … integrating it into your applications through our API.\""
        },
        "stackit-ai-model-serving.founded.stackit-2018": {
          "conditions": "the Schwarz Group story page read の 2026-10-12 時点の記載による",
          "note": "グループ自身のストーリーページには「STACKIT was developed back in 2018 for expediting the digital transformation of the companies of Schwarz Group」とあります。これはブランドの創業年です。閲覧したページには運営主体の独立した設立年は公表されておらず、グループ自体は1930年にさかのぼります。"
        }
      },
      "selection_evidence": {
        "tasks": {
          "note": "レコードから導出：カテゴリ「platforms」。"
        },
        "form_factor": {
          "note": "ベンダーはこのサービスを「through our API」経由で利用し、Cloud Portal でモデルを切り替えると説明しています。ダウンロードはありません。"
        },
        "platforms": {
          "note": "レコードの説明・機能・タグに含まれるプラットフォーム語から導出しました。"
        },
        "deployment": {
          "note": "ベンダーは AI ワークロードが「fully hosted in European data centers and strictly GDPR-compliant」であると述べています。"
        },
        "offline": {
          "note": "レコードにはオフライン動作の主張が含まれていません。"
        },
        "regions": {
          "note": "参照したベンダー ページから導出しました。料金表はリージョン「Germany South (EU01)」を使用し、ホームページには「STACKIT currently operates seven data centers in Europe」と記されています。可用性の列挙に Europe の値がないため、粗い粒度の可用性フィールドは「global」のままです。"
        },
        "api": {
          "note": "ベンダーの製品ページで一致：integration of the LLMs into applications \"via API\", with \"standardized APIs\"."
        },
        "license": {
          "note": "商用サービスで、レコードにはソースコードのライセンスが公開されていません。"
        },
        "commercial_use": {
          "note": "商用サービスです。参照したページに非商用の制限は示されていませんが、それは検証されていません。"
        },
        "billing": {
          "note": "ベンダーはモデル階層別のトークン料率を公開していますが、定期的なプラン価格はないため、比較可能な paid_from 値は設定していません。参照したページは無料枠を告知していません。"
        },
        "languages": {
          "note": "今回のパスで参照したどのベンダー ページにも、製品自身の UI 言語は記載されていません。このキーは、フィールドを空にするのではなく後で回答できるようにするために存在します。"
        }
      }
    },
    "de": {
      "description": "Managed Service von STACKIT, der offene große Sprachmodelle per API aus deutschen Rechenzentren bereitstellt, mit Token-Abrechnung und ohne Speicherung der Anfragen.",
      "overview": "STACKIT AI Model Serving ist der managed Generative-AI-Dienst von STACKIT, der souveränen Cloud-Marke von Schwarz Digits, der IT- und Digitaleinheit der Schwarz-Gruppe, betrieben von der Schwarz Digits Cloud GmbH & Co. KG aus Neckarsulm. Anwendungen erhalten per API Zugang zu offenen großen Sprachmodellen wie Llama, auf einer Infrastruktur, auf der laut Anbieter Anfragen weder gespeichert noch zum Trainieren von Modellen verwendet werden. Das Hosting erfolgt in europäischen Rechenzentren, die als DSGVO-konforme Alternative zu US-Anbietern positioniert werden, mit GPU- und CPU-Rechenleistung auf derselben Plattform für Training. Abgerechnet wird per Token, mit veröffentlichten Tarifen je Modellstufe. Die Einschränkung ist die Breite: Ein unabhängiger Branchenradar, der den Dienst für deutsche Souveränitätsanforderungen empfiehlt, merkt an, dass die Modellauswahl im Vergleich zu den Hyperscalern begrenzt bleibt.",
      "features": [
        "API-Zugang zu offenen großen Sprachmodellen wie Llama, mit Modellwechsel im STACKIT Cloud Portal",
        "Daten und Anfragen laut Anbieter weder gespeichert noch zum Training der Modelle verwendet",
        "Hosting in den europäischen Rechenzentren von STACKIT, verkauft über Datensouveränität und DSGVO-Konformität",
        "Token-basierte Abrechnung mit veröffentlichten Tarifen für Eingabe-, Ausgabe- und Embedding-Stufen",
        "GPU- und CPU-Rechenleistung auf derselben Plattform für Training und Inferenz",
        "RAG-Vorlage und Terraform-Provider zur Integration der Modelle in bestehende Umgebungen"
      ],
      "use_cases": [
        "Generative-AI-Funktionen auf in der EU gehosteten Modellen betreiben, wenn Datensouveränität gefordert ist",
        "LLM-Anwendungen über eine einzige API prototypisieren und betreiben, ohne Inferenzserver zu verwalten",
        "Modelle auf STACKIT-GPU-Rechenleistung neben dem Serving-Endpunkt trainieren oder feinabstimmen"
      ],
      "pricing_notes": "Token-basiert: Die Produktseite veröffentlicht Tarife je Million Tokens nach Modellstufe, zum Beispiel 0,15 € für Standard-Eingabe, 0,45 € für Plus-Eingabe, 1,50 € für Premium-Eingabe, 0,25 € für Standard-Ausgabe und 1,75 € für Premium-Ausgabe, dazu Embedding-Tarife ab 0,02 €, jeweils in der Region Germany South (EU01). Die gelesene Seite nennt keine kostenlose Stufe; dieser Datensatz setzt keinen vergleichbaren paid_from-Wert.",
      "faq": [
        {
          "q": "Was ist STACKIT AI Model Serving?",
          "a": "Ein managed Service, der offene große Sprachmodelle per API aus der europäischen Cloud von STACKIT bereitstellt, sodass Anwendungen generative KI nutzen können, ohne eine eigene Inferenzinfrastruktur zu betreiben."
        },
        {
          "q": "Wer betreibt den Dienst und wo sitzt er?",
          "a": "STACKIT ist die Cloud-Marke von Schwarz Digits, der IT- und Digitaleinheit der Schwarz-Gruppe; die Anbieterseite nennt die Schwarz Digits Cloud GmbH & Co. KG und verortet das Team in Neckarsulm, Schwaben, Deutschland."
        },
        {
          "q": "Wie wird abgerechnet?",
          "a": "Per Token, mit veröffentlichten Tarifen je Modellstufe: zum Beispiel 0,15 € pro Million Standard-Eingabetokens und 0,25 € pro Million Standard-Ausgabetokens in der Region Germany South (EU01). Die gelesene Seite nennt keine kostenlose Stufe."
        },
        {
          "q": "Wo werden Daten verarbeitet?",
          "a": "STACKIT hostet in eigenen europäischen Rechenzentren, die der Anbieter als DSGVO-konform und souverän darstellt, und erklärt, dass Nutzerdaten und Anfragen weder gespeichert noch zum Training von Modellen verwendet werden."
        },
        {
          "q": "Was belegt dieser Datensatz nicht?",
          "a": "Keine gelesene Anbieterseite nennt ein Startdatum des Dienstes, seine Lizenzbedingungen oder seine Oberflächensprachen; das Startjahr 2025 stammt aus einem unabhängigen Branchenradar, und eine versuchte Seite unter docs.stackit.cloud lieferte 404, daher wird keine docs_url erfasst."
        }
      ],
      "facts": {
        "stackit-ai-model-serving.hq.germany": {
          "conditions": "Wie auf stackit.com/en am 2026-10-12 angegeben",
          "note": "Auf der Startseite des Anbieters gefunden: \"STACKIT is the cloud provider of the Schwarz Group … The team based in Neckarsulm, Swabia\" and \"As part of Schwarz Digits, Schwarz Digits Cloud GmbH & Co. KG belongs to the IT and digital division of the Schwarz Group.\""
        },
        "stackit-ai-model-serving.pricing.token-rates": {
          "value": "Token-basierte Abrechnung mit veröffentlichten Sätzen je Modellstufe, z. B. 0.15 € pro Million Standard-Eingabe-Token",
          "conditions": "Wie auf stackit.com/en/products/data-ai/stackit-ai-model-serving am 2026-10-12 angegeben",
          "note": "Die Preistabelle der Produktseite listet Model-Serving-SKUs in der Region Deutschland Süd (EU01), z. B. Standard-Eingabe 0.15 € pro Million Eingabe-Token, Plus-Eingabe 0.45 €, Premium-Eingabe 1.50 €, Standard-Ausgabe 0.25 €, Premium-Ausgabe 1.75 €, Standard-Embedding 0.02 €."
        },
        "stackit-ai-model-serving.api.hosted-models": {
          "value": "API-Zugang zu gehosteten Open-Source-LLMs; Daten und Anfragen werden nicht gespeichert oder zum Training verwendet",
          "conditions": "Wie auf stackit.com/en/products/data-ai/stackit-ai-model-serving am 2026-10-12 angegeben",
          "note": "Auf der Produktseite gefunden: \"easy access to the latest GenAI models such as Llama 3.1 … Your data and queries are neither stored nor used to train models … integrating it into your applications through our API.\""
        },
        "stackit-ai-model-serving.founded.stackit-2018": {
          "conditions": "Wie auf the Schwarz Group story page read am 2026-10-12 angegeben",
          "note": "Die eigene Story-Seite der Gruppe gibt an: „STACKIT was developed back in 2018 for expediting the digital transformation of the companies of Schwarz Group\". Dies ist das Gründungsjahr der Marke; ein separates Gründungsjahr der Betreibergesellschaft wurde auf den gelesenen Seiten nicht veröffentlicht, und die Gruppe selbst geht auf 1930 zurück."
        }
      },
      "selection_evidence": {
        "tasks": {
          "note": "Abgeleitet aus dem Datensatz: Kategorie „platforms“."
        },
        "form_factor": {
          "note": "Der Anbieter beschreibt den Dienst als „through our API“ genutzt, mit Modellwechsel im Cloud Portal; es gibt keinen Download."
        },
        "platforms": {
          "note": "Abgeleitet aus Plattformbegriffen in Beschreibung, Funktionen und Tags des Datensatzes."
        },
        "deployment": {
          "note": "Der Anbieter gibt an, KI-Workloads seien „fully hosted in European data centers and strictly GDPR-compliant“."
        },
        "offline": {
          "note": "Der Datensatz enthält keine Aussage zum Offline-Betrieb."
        },
        "regions": {
          "note": "Abgeleitet aus den gelesenen Anbieterseiten: Die Preistabelle verwendet die Region „Germany South (EU01)“ und die Startseite nennt „STACKIT currently operates seven data centers in Europe“. Das Verfügbarkeits-Enum hat keinen Wert Europe, daher bleibt das grobe Verfügbarkeitsfeld „global“."
        },
        "api": {
          "note": "Übereinstimmung auf der Produktseite des Anbieters: integration of the LLMs into applications \"via API\", with \"standardized APIs\"."
        },
        "license": {
          "note": "Kommerzieller Dienst; im Datensatz ist keine Quellcode-Lizenz veröffentlicht."
        },
        "commercial_use": {
          "note": "Kommerzieller Dienst; die gelesenen Seiten nennen keine nicht-kommerzielle Einschränkung, doch das wurde nicht verifiziert."
        },
        "billing": {
          "note": "Der Anbieter veröffentlicht Token-Sätze je Modellstufe, aber keinen periodischen Planpreis, daher ist kein vergleichbarer paid_from-Wert gesetzt; die gelesene Seite bewirbt kein Freikontingent."
        },
        "languages": {
          "note": "Keine in diesem Durchgang gelesene Anbieterseite nennt die eigenen Oberflächensprachen des Produkts; der Schlüssel existiert, damit das Feld später beantwortet werden kann, statt leer zu bleiben."
        }
      }
    },
    "pt": {
      "description": "Serviço gerenciado da STACKIT que serve grandes modelos de linguagem abertos por API em data centers alemães, com cobrança por tokens e sem armazenar as consultas.",
      "overview": "STACKIT AI Model Serving é o serviço gerenciado de IA generativa da STACKIT, a marca de nuvem soberana da Schwarz Digits, a divisão de TI do grupo Schwarz, operada pela Schwarz Digits Cloud GmbH & Co. KG a partir de Neckarsulm, na Alemanha. Dá aos aplicativos acesso por API a grandes modelos de linguagem abertos como o Llama, em infraestrutura onde o fornecedor afirma que as consultas não são armazenadas nem usadas para treinar modelos. A hospedagem é em data centers europeus, apresentados como alternativa compatível com o GDPR aos fornecedores dos EUA, com computação em GPU e CPU na mesma plataforma para treino. A cobrança é por tokens, com tarifas publicadas por nível de modelo. A limitação é a amplitude: um radar setorial independente que recomenda o serviço para necessidades alemãs de soberania observa que a seleção de modelos permanece limitada frente aos hiperescaladores.",
      "features": [
        "Acesso por API a grandes modelos de linguagem abertos como o Llama, com troca de modelo no STACKIT Cloud Portal",
        "Dados e consultas não são armazenados nem usados para treinar modelos, segundo o fornecedor",
        "Hospedagem nos data centers europeus da STACKIT, vendida com foco em soberania de dados e conformidade com o GDPR",
        "Cobrança por tokens com tarifas publicadas para os níveis de entrada, saída e embeddings",
        "Computação em GPU e CPU na mesma plataforma para treino e inferência",
        "Modelo RAG e provedor Terraform para integrar os modelos a ambientes existentes"
      ],
      "use_cases": [
        "Executar recursos de IA generativa em modelos hospedados na UE por exigências de soberania de dados",
        "Prototipar e operar aplicações LLM com uma única API sem gerenciar servidores de inferência",
        "Treinar ou ajustar modelos na computação GPU da STACKIT, junto ao endpoint de serviço"
      ],
      "pricing_notes": "Por tokens: a página do produto publica tarifas por milhão de tokens conforme o nível do modelo, por exemplo € 0,15 para entrada padrão, € 0,45 para entrada plus, € 1,50 para entrada premium, € 0,25 para saída padrão e € 1,75 para saída premium, além de tarifas de embeddings a partir de € 0,02, na região Germany South (EU01). A página consultada não anuncia nível gratuito e este registro não define um paid_from comparável.",
      "faq": [
        {
          "q": "O que é a STACKIT AI Model Serving?",
          "a": "Um serviço gerenciado que serve grandes modelos de linguagem abertos por API a partir da nuvem europeia da STACKIT, para que aplicativos usem IA generativa sem operar infraestrutura de inferência própria."
        },
        {
          "q": "Quem opera e onde fica?",
          "a": "A STACKIT é a marca de nuvem da Schwarz Digits, a divisão de TI e digital do grupo Schwarz; a página do fornecedor nomeia a entidade Schwarz Digits Cloud GmbH & Co. KG e situa a equipe em Neckarsulm, Suábia, Alemanha."
        },
        {
          "q": "Como é cobrado?",
          "a": "Por tokens, com tarifas publicadas por nível de modelo: por exemplo € 0,15 por milhão de tokens de entrada padrão e € 0,25 por milhão de saída padrão na região Germany South (EU01). A página consultada não anuncia nível gratuito."
        },
        {
          "q": "Onde os dados são processados?",
          "a": "A STACKIT hospeda em seus próprios data centers europeus, apresentados pelo fornecedor como conformes ao GDPR e soberanos, e afirma que dados e consultas de usuários não são armazenados nem usados para treinar modelos."
        },
        {
          "q": "O que este registro não estabelece?",
          "a": "Nenhuma página do fornecedor lida informa a data de lançamento do serviço, seus termos de licença ou seus idiomas de interface; o ano de lançamento 2025 vem de um radar setorial independente, e uma página de docs.stackit.cloud testada retornou 404, portanto nenhum docs_url é registrado."
        }
      ],
      "facts": {
        "stackit-ai-model-serving.hq.germany": {
          "conditions": "Conforme indicado em stackit.com/en em 2026-10-12",
          "note": "Correspondência na página inicial do fornecedor: \"STACKIT is the cloud provider of the Schwarz Group … The team based in Neckarsulm, Swabia\" and \"As part of Schwarz Digits, Schwarz Digits Cloud GmbH & Co. KG belongs to the IT and digital division of the Schwarz Group.\""
        },
        "stackit-ai-model-serving.pricing.token-rates": {
          "value": "Faturação por tokens com tarifas publicadas por nível de modelo, p. ex. 0.15 € por milhão de tokens de entrada padrão",
          "conditions": "Conforme indicado em stackit.com/en/products/data-ai/stackit-ai-model-serving em 2026-10-12",
          "note": "A tabela de preços da página do produto lista SKU de Model Serving na região Alemanha Sul (EU01), p. ex. entrada padrão 0.15 € por milhão de tokens de entrada, entrada plus 0.45 €, entrada premium 1.50 €, saída padrão 0.25 €, saída premium 1.75 €, embedding padrão 0.02 €."
        },
        "stackit-ai-model-serving.api.hosted-models": {
          "value": "Acesso por API a LLM de código aberto hospedados; os dados e as consultas não são armazenados nem usados para treino",
          "conditions": "Conforme indicado em stackit.com/en/products/data-ai/stackit-ai-model-serving em 2026-10-12",
          "note": "Correspondência na página do produto: \"easy access to the latest GenAI models such as Llama 3.1 … Your data and queries are neither stored nor used to train models … integrating it into your applications through our API.\""
        },
        "stackit-ai-model-serving.founded.stackit-2018": {
          "conditions": "Conforme indicado em the Schwarz Group story page read em 2026-10-12",
          "note": "A própria página de história do grupo afirma: \"STACKIT was developed back in 2018 for expediting the digital transformation of the companies of Schwarz Group\". Este é o ano de criação da marca; não foi publicado um ano de fundação separado para a entidade operadora nas páginas lidas, e o grupo remonta a 1930."
        }
      },
      "selection_evidence": {
        "tasks": {
          "note": "Derivado do registro: categoria «platforms»."
        },
        "form_factor": {
          "note": "O fornecedor descreve o serviço como usado «through our API» com troca de modelo no Cloud Portal; não há download."
        },
        "platforms": {
          "note": "Derivado das palavras de plataforma na descrição, nos recursos e nas tags do registro."
        },
        "deployment": {
          "note": "O fornecedor afirma que as cargas de trabalho de IA são «fully hosted in European data centers and strictly GDPR-compliant»."
        },
        "offline": {
          "note": "O registro não contém nenhuma afirmação de funcionamento offline."
        },
        "regions": {
          "note": "Derivado das páginas do fornecedor consultadas: a tabela de preços usa a região «Germany South (EU01)» e a página inicial afirma «STACKIT currently operates seven data centers in Europe». O enum de disponibilidade não tem valor Europe, então o campo de disponibilidade agregado permanece «global»."
        },
        "api": {
          "note": "Correspondência na página do produto do fornecedor: integration of the LLMs into applications \"via API\", with \"standardized APIs\"."
        },
        "license": {
          "note": "Serviço comercial; nenhuma licença do código-fonte é publicada no registro."
        },
        "commercial_use": {
          "note": "Serviço comercial; as páginas consultadas não indicam restrição não comercial, mas isso não foi verificado."
        },
        "billing": {
          "note": "O fornecedor publica tarifas de tokens por nível de modelo, mas nenhum preço de plano periódico, então nenhum valor paid_from comparável é definido; a página consultada não anuncia franquia gratuita."
        },
        "languages": {
          "note": "Nenhuma página do fornecedor lida nesta passagem indica os idiomas de interface do próprio produto; a chave existe para que o campo possa ser respondido mais tarde em vez de ficar ausente."
        }
      }
    },
    "ko": {
      "description": "STACKIT의 관리형 서비스로, 독일 데이터센터에서 API로 오픈소스 대규모 언어 모델을 제공하고 토큰 기반으로 과금하며 쿼리를 저장하지 않는다.",
      "overview": "STACKIT AI Model Serving은 Schwarz 그룹의 IT·디지털 부문 Schwarz Digits의 주권 클라우드 브랜드인 STACKIT의 관리형 생성 AI 서비스로, Schwarz Digits Cloud GmbH & Co. KG가 독일 네카르줄름에서 운영합니다. Llama 등 오픈소스 대규모 언어 모델에 API로 접근할 수 있고, 공급자에 따르면 쿼리는 저장되지도 학습에 사용되지도 않습니다. 호스팅은 유럽 데이터센터에서 이루어지며 GDPR을 준수하는 미국 사업자 대안으로 제시되고, 같은 플랫폼에서 학습용 GPU와 CPU 컴퓨팅도 제공됩니다. 과금은 토큰 단위이며 모델 등급별 요금이 공개되어 있습니다. 제약은 폭입니다. 독일 데이터 주권 요구에 이 서비스를 권하는 독립 산업 레이더는 모델 선택 폭이 하이퍼스케일러보다 제한적이라고 지적합니다.",
      "features": [
        "Llama 등 오픈소스 대규모 언어 모델 API 접근. STACKIT Cloud Portal에서 모델 전환 가능",
        "공급자에 따르면 데이터와 쿼리는 저장되거나 학습에 사용되지 않음",
        "STACKIT의 유럽 데이터센터에서 호스팅. 데이터 주권과 GDPR 준수를 내세움",
        "입력·출력·임베딩 모델 등급별 요금을 공개한 토큰 기반 과금",
        "학습과 추론을 위해 동일 플랫폼에서 GPU와 CPU 컴퓨팅 제공",
        "RAG 템플릿과 Terraform 프로바이더로 기존 환경에 통합"
      ],
      "use_cases": [
        "데이터 주권 요건을 위해 EU 내에서 호스팅되는 모델로 생성 AI 기능 운영",
        "추론 서버를 직접 관리하지 않고 단일 API로 LLM 앱을 시험·운영",
        "서빙 엔드포인트와 같은 위치의 STACKIT GPU에서 모델 학습·파인튜닝"
      ],
      "pricing_notes": "토큰 단위입니다. 제품 페이지는 모델 등급별 100만 토큰당 요금을 공개하며, 예를 들어 표준 입력 0.15유로, plus 입력 0.45유로, premium 입력 1.50유로, 표준 출력 0.25유로, premium 출력 1.75유로이고 임베딩은 0.02유로부터이며 모두 Germany South(EU01) 리전입니다. 이번에 읽은 페이지에는 무료 등급 안내가 없고 이 기록은 비교 가능한 paid_from 값을 설정하지 않습니다.",
      "faq": [
        {
          "q": "STACKIT AI Model Serving은 무엇인가요?",
          "a": "STACKIT의 유럽 클라우드에서 API로 오픈소스 대규모 언어 모델을 제공하는 관리형 서비스로, 애플리케이션이 자체 추론 인프라를 운영하지 않고 생성 AI를 쓸 수 있게 합니다."
        },
        {
          "q": "누가 운영하고 어디에 있나요?",
          "a": "STACKIT은 Schwarz 그룹의 IT·디지털 부문 Schwarz Digits의 클라우드 브랜드입니다. 공급자 페이지는 운영 주체를 Schwarz Digits Cloud GmbH & Co. KG로 밝히고 팀이 독일 슈바벤 지역 네카르줄름에 있다고 설명합니다."
        },
        {
          "q": "어떻게 과금되나요?",
          "a": "토큰 단위이며 모델 등급별 요금이 공개됩니다. 예를 들어 Germany South(EU01) 리전에서 표준 입력은 100만 토큰당 0.15유로, 표준 출력은 0.25유로입니다. 이번에 읽은 페이지에는 무료 등급 안내가 없습니다."
        },
        {
          "q": "데이터는 어디서 처리되나요?",
          "a": "STACKIT은 자체 유럽 데이터센터에서 호스팅하며, 공급자는 이를 GDPR 준수 및 주권적이라고 설명하고 사용자 데이터와 쿼리가 저장되거나 모델 학습에 사용되지 않는다고 밝힙니다."
        },
        {
          "q": "이 기록이 확립하지 않는 것은?",
          "a": "이번에 읽은 공급자 페이지에는 서비스 출시일, 라이선스 조건, 제품 자체의 인터페이스 언어가 없습니다. 2025년이라는 출시 연도는 독립 산업 레이더에서 온 것이며, 시도한 docs.stackit.cloud 페이지는 404를 반환해 docs_url을 기록하지 않았습니다."
        }
      ],
      "facts": {
        "stackit-ai-model-serving.hq.germany": {
          "conditions": "stackit.com/en의 2026-10-12 기준 기재에 따름",
          "note": "공급업체 홈페이지에서 일치: \"STACKIT is the cloud provider of the Schwarz Group … The team based in Neckarsulm, Swabia\" and \"As part of Schwarz Digits, Schwarz Digits Cloud GmbH & Co. KG belongs to the IT and digital division of the Schwarz Group.\""
        },
        "stackit-ai-model-serving.pricing.token-rates": {
          "value": "토큰 기반 청구로 모델 등급별 요율을 공개합니다. 예: 표준 입력 토큰 백만 개당 €0.15",
          "conditions": "stackit.com/en/products/data-ai/stackit-ai-model-serving의 2026-10-12 기준 기재에 따름",
          "note": "제품 페이지의 가격표에는 독일 남부 리전(EU01)의 Model Serving SKU가 나열되어 있습니다. 예: 표준 입력은 입력 토큰 백만 개당 0.15 €, plus 입력 0.45 €, premium 입력 1.50 €, 표준 출력 0.25 €, premium 출력 1.75 €, 표준 임베딩 0.02 €."
        },
        "stackit-ai-model-serving.api.hosted-models": {
          "value": "호스팅 오픈소스 LLM에 대한 API 접근을 제공하며, 데이터와 질의는 저장되거나 학습에 사용되지 않습니다",
          "conditions": "stackit.com/en/products/data-ai/stackit-ai-model-serving의 2026-10-12 기준 기재에 따름",
          "note": "제품 페이지에서 일치: \"easy access to the latest GenAI models such as Llama 3.1 … Your data and queries are neither stored nor used to train models … integrating it into your applications through our API.\""
        },
        "stackit-ai-model-serving.founded.stackit-2018": {
          "conditions": "the Schwarz Group story page read의 2026-10-12 기준 기재에 따름",
          "note": "그룹의 자체 스토리 페이지에는 \"STACKIT was developed back in 2018 for expediting the digital transformation of the companies of Schwarz Group\"라고 되어 있습니다. 이는 브랜드의 창립 연도입니다. 확인한 페이지에는 운영 법인의 별도 설립 연도가 공개되지 않았으며, 그룹 자체는 1930년으로 거슬러 올라갑니다."
        }
      },
      "selection_evidence": {
        "tasks": {
          "note": "레코드에서 도출: 카테고리 “platforms”."
        },
        "form_factor": {
          "note": "벤더는 이 서비스를 “through our API”로 사용하며 Cloud Portal에서 모델을 전환한다고 설명합니다. 다운로드는 없습니다."
        },
        "platforms": {
          "note": "레코드의 설명·기능·태그에 있는 플랫폼 관련 단어에서 도출했습니다."
        },
        "deployment": {
          "note": "벤더는 AI 워크로드가 “fully hosted in European data centers and strictly GDPR-compliant”라고 밝힙니다."
        },
        "offline": {
          "note": "레코드에는 오프라인 작동에 관한 주장이 없습니다."
        },
        "regions": {
          "note": "확인한 벤더 페이지에서 도출했습니다. 가격표는 지역 “Germany South (EU01)”을 사용하고, 홈페이지에는 “STACKIT currently operates seven data centers in Europe”라고 적혀 있습니다. 가용성 열거형에 Europe 값이 없어, 포괄적인 가용성 필드는 “global”로 유지됩니다."
        },
        "api": {
          "note": "벤더의 제품 페이지에서 일치: integration of the LLMs into applications \"via API\", with \"standardized APIs\"."
        },
        "license": {
          "note": "상업용 서비스이며, 레코드에 소스 라이선스가 공개되어 있지 않습니다."
        },
        "commercial_use": {
          "note": "상업용 서비스입니다. 확인한 페이지에 비상업적 제한은 명시되어 있지 않지만, 이는 검증되지 않았습니다."
        },
        "billing": {
          "note": "벤더는 모델 등급별 토큰 요율을 공개하지만 정기 요금제 가격은 없어, 비교 가능한 paid_from 수치를 설정하지 않았습니다. 확인한 페이지는 무료 허용량을 광고하지 않습니다."
        },
        "languages": {
          "note": "이번 확인에서 읽은 어떤 벤더 페이지에도 제품 자체의 인터페이스 언어가 명시되어 있지 않습니다. 이 키는 필드를 비워 두지 않고 나중에 답할 수 있도록 존재합니다."
        }
      }
    }
  },
  "sources": [
    {
      "title": "STACKIT AI Model Serving",
      "url": "https://stackit.com/en/products/data-ai/stackit-ai-model-serving"
    },
    {
      "title": "STACKIT — the sovereign cloud for companies",
      "url": "https://stackit.com/en"
    },
    {
      "title": "Data & AI products from STACKIT",
      "url": "https://stackit.com/en/products/data-ai"
    },
    {
      "title": "STACKIT – Our Answer to Europe's Call for Digital Independence (Schwarz Group story)",
      "url": "https://gruppe.schwarz/en/content/story-digitalisierung-stackit"
    },
    {
      "title": "Schwarz Group opens German Cloud \"STACKIT\" to Businesses and the Public Sector (28 April 2022)",
      "url": "https://gruppe.schwarz/en/press/archive/2022/schwarz-group-opens-german-cloud-stackit"
    },
    {
      "title": "STACKIT AI Model Serving — AI Technology Radar (AOE)",
      "url": "https://ai-radar.aoe.com/models-platforms/stackit-model-serving"
    },
    {
      "title": "Schwarz Group — Wikipedia",
      "url": "https://en.wikipedia.org/wiki/Schwarz_Group"
    }
  ],
  "facts": [
    {
      "id": "stackit-ai-model-serving.hq.germany",
      "field": "hq_country",
      "value": "DE",
      "conditions": "As stated on stackit.com/en on 2026-10-12",
      "sources": [
        "https://stackit.com/en"
      ],
      "checked": "2026-10-12",
      "evidence_type": "official_page",
      "status": "verified",
      "note": "Matched on the vendor homepage: \"STACKIT is the cloud provider of the Schwarz Group … The team based in Neckarsulm, Swabia\" and \"As part of Schwarz Digits, Schwarz Digits Cloud GmbH & Co. KG belongs to the IT and digital division of the Schwarz Group.\""
    },
    {
      "id": "stackit-ai-model-serving.pricing.token-rates",
      "field": "pricing",
      "value": "Token-based billing with published rates per model tier, e.g. €0.15 per million standard input tokens",
      "conditions": "As stated on stackit.com/en/products/data-ai/stackit-ai-model-serving on 2026-10-12",
      "sources": [
        "https://stackit.com/en/products/data-ai/stackit-ai-model-serving"
      ],
      "checked": "2026-10-12",
      "evidence_type": "official_page",
      "status": "verified",
      "note": "The product page's price table lists Model Serving SKUs in region Germany South (EU01), e.g. standard input 0.15 € per mio input token, plus input 0.45 €, premium input 1.50 €, standard output 0.25 €, premium output 1.75 €, embedding standard 0.02 €."
    },
    {
      "id": "stackit-ai-model-serving.api.hosted-models",
      "field": "api",
      "value": "API access to hosted open-source LLMs; data and queries not stored or used for training",
      "conditions": "As stated on stackit.com/en/products/data-ai/stackit-ai-model-serving on 2026-10-12",
      "sources": [
        "https://stackit.com/en/products/data-ai/stackit-ai-model-serving"
      ],
      "checked": "2026-10-12",
      "evidence_type": "official_page",
      "status": "verified",
      "note": "Matched on the product page: \"easy access to the latest GenAI models such as Llama 3.1 … Your data and queries are neither stored nor used to train models … integrating it into your applications through our API.\""
    },
    {
      "id": "stackit-ai-model-serving.founded.stackit-2018",
      "field": "founded",
      "value": "2018",
      "conditions": "As stated on the Schwarz Group story page read on 2026-10-12",
      "sources": [
        "https://gruppe.schwarz/en/content/story-digitalisierung-stackit"
      ],
      "checked": "2026-10-12",
      "evidence_type": "official_page",
      "status": "verified",
      "note": "The group's own story page states: \"STACKIT was developed back in 2018 for expediting the digital transformation of the companies of Schwarz Group\". This is the brand's inception year; no separate founding year for the operating entity was published on the pages read, and the group itself dates to 1930."
    }
  ],
  "updated": "2026-10-12",
  "selection": {
    "tasks": [
      "model-hosting"
    ],
    "form_factor": "api",
    "platforms": [
      "web"
    ],
    "deployment": [
      "cloud"
    ],
    "offline": "unknown",
    "regions": [
      "eu"
    ],
    "api": "yes",
    "license": "proprietary",
    "commercial_use": "unknown",
    "billing": {
      "models": [
        "usage"
      ],
      "free_allowance": "no",
      "requires_subscription": "unknown"
    },
    "languages": [
      "unknown"
    ]
  },
  "selection_evidence": {
    "tasks": {
      "status": "editorial_inference",
      "note": "Derived from the record: category \"platforms\"."
    },
    "form_factor": {
      "status": "verified",
      "source": "https://stackit.com/en/products/data-ai/stackit-ai-model-serving",
      "checked": "2026-10-12",
      "basis": "official_page",
      "note": "The vendor describes the service as used \"through our API\" with model switching in the Cloud Portal; there is no download."
    },
    "platforms": {
      "status": "editorial_inference",
      "note": "Derived from platform words in the record description/features/tags."
    },
    "deployment": {
      "status": "verified",
      "source": "https://stackit.com/en/products/data-ai",
      "checked": "2026-10-12",
      "basis": "official_page",
      "note": "The vendor states AI workloads are \"fully hosted in European data centers and strictly GDPR-compliant\"."
    },
    "offline": {
      "status": "editorial_inference",
      "note": "The record contains no offline-operation claim."
    },
    "regions": {
      "status": "editorial_inference",
      "note": "Derived from the vendor pages read: the price table uses region \"Germany South (EU01)\" and the homepage says \"STACKIT currently operates seven data centers in Europe\". The availability enum has no Europe value, so the coarse availability field stays \"global\"."
    },
    "api": {
      "status": "verified",
      "source": "https://stackit.com/en/products/data-ai/stackit-ai-model-serving",
      "checked": "2026-10-12",
      "basis": "official_page",
      "note": "Matched on the vendor product page: integration of the LLMs into applications \"via API\", with \"standardized APIs\"."
    },
    "license": {
      "status": "editorial_inference",
      "note": "Commercial service; no source licence is published in the record."
    },
    "commercial_use": {
      "status": "editorial_inference",
      "note": "Commercial service; the pages read do not state a non-commercial restriction, but that was not verified."
    },
    "billing": {
      "status": "editorial_inference",
      "note": "The vendor publishes token rates per model tier but no periodic plan price, so no comparable paid_from figure is set; the page read advertises no free allowance."
    },
    "languages": {
      "status": "unknown",
      "note": "No vendor page read in this pass states the product's own interface languages; the key exists so the field can be answered later rather than left absent."
    }
  },
  "verification": {
    "last_checked": "2026-10-12",
    "batch": "cp18",
    "channel": "Page text was read this session with the available page-extraction tool; the design-canvas browser returned session_not_registered on every attempt (see docs/coverage-memoranda/non-us-coverage.md §8.1).",
    "pages": [
      {
        "url": "https://stackit.com/en",
        "status": 200,
        "fetched_at": "2026-10-12T04:41:45.000Z"
      },
      {
        "url": "https://stackit.com/en/products/data-ai",
        "status": 200,
        "fetched_at": "2026-10-12T04:41:45.000Z"
      },
      {
        "url": "https://stackit.com/en/products/data-ai/stackit-ai-model-serving",
        "status": 200,
        "fetched_at": "2026-10-12T04:41:45.000Z"
      },
      {
        "url": "https://gruppe.schwarz/en/content/story-digitalisierung-stackit",
        "status": 200,
        "fetched_at": "2026-10-12T04:41:45.000Z"
      },
      {
        "url": "https://gruppe.schwarz/en/press/archive/2022/schwarz-group-opens-german-cloud-stackit",
        "status": 200,
        "fetched_at": "2026-10-12T04:41:45.000Z"
      },
      {
        "url": "https://ai-radar.aoe.com/models-platforms/stackit-model-serving",
        "status": 200,
        "fetched_at": "2026-10-12T04:41:45.000Z"
      },
      {
        "url": "https://en.wikipedia.org/wiki/Schwarz_Group",
        "status": 200,
        "fetched_at": "2026-10-12T04:41:45.000Z"
      }
    ],
    "unreachable": [
      "https://stackit.com/en/products/ai-model-serving (404 page not found)",
      "https://stackit.com/en/products/ai (404 page not found)",
      "https://stackit.com/en/products/stackit-ai-model-serving (404 page not found)",
      "https://stackit.com/en/company (404 page not found)",
      "https://docs.stackit.cloud/stackit/en/ai-model-serving-236956241.html (404 page not found)"
    ],
    "confirmed_fields": [
      "hq_country",
      "api",
      "billing",
      "deployment"
    ],
    "gaps": [
      "docs_url",
      "launched",
      "license",
      "languages",
      "commercial_use"
    ],
    "unconfirmed_fields": [
      "tasks",
      "platforms",
      "offline",
      "license",
      "commercial_use"
    ],
    "gap_note": "The pages fetched on this date carry no statement of the service's launch date, its licence terms, its own interface languages, or a documentation URL. The launched year 2025 comes from an independent industry radar (ai-radar.aoe.com) that records general availability since May 2025; the vendor product page read does not date the service. Several guessed STACKIT paths and the docs.stackit.cloud URL tried for this record returned 404, so no docs_url is recorded rather than an invented one. No free allowance is advertised on the page read, so billing.free_allowance is recorded as \"no\" for what that page shows."
  },
  "url": "https://globalaiproductindex.com/products/stackit-ai-model-serving/"
}