Supermicro AS-A126GS-TNBR<\/a><\/p>\n\n\n\nDesigned for scientific computing, AI, industrial automation and data analytics. Expected investment: approximately \u00a3394,042.08 net per server; see the product page for the current price.<\/p>\n\n\n\n
The difference compared with a Level Two GPU server is not that B200 \u201cdoes the same thing, only faster\u201d. It performs tasks that the other system cannot complete in a reasonable timeframe: training proprietary models from scratch, fine-tuning models with hundreds of billions of parameters, supporting hundreds of users simultaneously, scientific research and industrial-scale simulations.<\/p>\n\n\n\n
Who is it for?<\/strong> For companies building AI-based products that create their own models rather than relying on ready-made ones. For research institutions and universities. For telecommunications operators, banks, large industrial groups and pharmaceutical companies.<\/p>\n\n\n\nIn practice, a single machine of this type is rarely purchased on its own. It also requires network infrastructure, power and data centre cooling \u2013 at 10 kW per chassis, liquid cooling is typically required. This is not simply a hardware purchase; it is a strategic decision.<\/p>\n\n\n\n
<\/span>How do you choose an AI server? Five questions worth asking<\/strong><\/span><\/h2>\n\n\n\nDo you already know what you want AI to do in your organisation?<\/strong><\/h3>\n\n\n\nIf not, choose Level One. For the price of one premium laptop, you get an environment in which you can test several ideas within two weeks and make decisions based on facts rather than presentations.<\/p>\n\n\n\n
How many people will use it, and how often?<\/strong><\/h3>\n\n\n\nIf the answer is \u201cthe whole company, every day\u201d, a desktop device will not be enough, and a rack-mounted GPU server will be the right choice. It is worth calculating how much you currently spend on cloud APIs and subscriptions. At scale, owning your own hardware is more cost-effective over a two- to three-year period.<\/p>\n\n\n\n
Are you building your own models or using ready-made ones?<\/strong><\/h3>\n\n\n\nUsing ready-made models, even very large ones, is the domain of Level Two. Building proprietary models requires B200. The dividing line here is clear, and there is rarely any doubt about which side an organisation falls on.<\/p>\n\n\n\n
How large a model do you need to run, and for how many users?<\/strong><\/h3>\n\n\n\nRefer back to the memory table. If your chosen model requires 60 GB and fifty people need to use it simultaneously, a single card with 96 GB of memory is the absolute minimum, while two provide headroom and room for growth.<\/p>\n\n\n\n
What can your data centre support?<\/strong><\/h3>\n\n\n\nThe most common surprise in AI projects is not the hardware but the building: how much power can be supplied, whether the air conditioning can remove the additional heat and whether there is space in the rack. It is better to check this before placing the order than after delivery.<\/p>\n\n\n\n
<\/span>What else is included in the implementation budget?<\/strong><\/span><\/h2>\n\n\n\nThe server price typically accounts for 70\u201385% of the project budget. The remaining items should be included at the planning stage.<\/p>\n\n\n\n
\n- Power and rack infrastructure<\/strong> – A suitably rated PDU, phase distribution, uninterruptible power supply and, for some installations, a new electrical connection.<\/li>\n\n\n\n
- Cooling<\/strong> – up to approximately 5\u20136 kW per rack, precision air conditioning is usually sufficient. Above 10 kW, liquid cooling is used, which requires room adaptation and a separate service procedure. If the server room was not designed for this, it is worth including this cost in the quotation from the outset.<\/li>\n\n\n\n
- RAM<\/strong> – AI configurations start at several hundred gigabytes, and prices for server memory modules rose significantly in 2026. The difference between 512 GB and 1 TB can be a substantial cost item.<\/li>\n\n\n\n
- Networking<\/strong> – a switch with adequate bandwidth, transceivers and cabling. Cluster configurations also require a separate network for GPUs.<\/li>\n\n\n\n
- Storage<\/strong> – models and document collections occupy terabytes, and read throughput should match the performance of the cards.<\/li>\n\n\n\n
- Deployment<\/strong> – software installation, model deployment, integration with your company login system and the systems you use.<\/li>\n\n\n\n
- Support and warranty<\/strong> – for production environments, next-business-day on-site service is the standard.<\/li>\n<\/ul>\n\n\n\n
<\/span>Where to start<\/strong><\/span><\/h2>\n\n\n\nThe most common mistake in purchases like this is starting with a catalogue. The sequence that works is the reverse: first, a single use case; then, the number of users; then, a comparison with current cloud costs; and only finally, the configuration.<\/p>\n\n\n\n
If you do not yet know exactly what AI will be used for, level one is sufficient for several months of testing and costs as much as one laptop. If testing is already behind you and the assistant is to serve the whole company, level two is currently the most sensible choice for most organisations. Level three is chosen when you are building your own models \u2013 and in that case, the decision is usually clear.<\/p>\n\n\n\n
If the configuration needs to be tailored to your server room \u2013 including the number of cards, memory, networking or cooling \u2013 our team will prepare a proposal for your specific use case.
<\/p>\n\n\n\n
<\/span>FAQ<\/span><\/h2>\n\n\n\nHow much does an AI server cost?<\/strong> The range is wide: from approximately \u00a34,728.49 net for a DGX Spark-class desktop device, through approximately \u00a398,510.52 for an entry-level rack-mounted GPU server, to approximately \u00a3394,042.87 for an HGX B200 platform. Add 15\u201330% to the hardware price for power, cooling, networking and deployment.<\/p> <\/div>
Is an AI server more cost-effective than the cloud?<\/strong> It depends on the scale. Cloud costs increase with the number of requests, while the cost of your own server is fixed \u2013 after purchase, you do not pay for every call. It is therefore worth comparing current API bills and subscription costs with hardware instalments spread over three years and energy costs. For intensive use, your own infrastructure comes out ahead; for occasional use, the cloud remains cheaper.<\/p> <\/div>
How much GPU memory does a language model need?<\/strong> The entire model must fit into the memory of the cards. As a guide: a 8B-class model requires several dozen gigabytes; a 70B-class model requires from 70 to 140 GB, depending on the model precision; and models with more than 200 billion parameters start at several hundred gigabytes. In addition, memory is required for active conversations, increasing with the number of users.<\/p> <\/div>
Is a standard server with a graphics card sufficient for AI?<\/strong> For testing and individual use cases \u2013 yes. For production workloads, usually not, because the limitations are the total memory across the cards, as well as the power delivery and cooling of a chassis not designed for eight accelerators.<\/p> <\/div>
Which AI server should a company with up to 50 employees choose?<\/strong> If AI is to run in production for everyone, the most sensible option is a rack-mounted GPU server configured with two cards, with the option to add more. If you are still at the testing stage or it is used by a single team, a DGX Spark-class desktop device is sufficient, or alternatively two units connected as one system.<\/p> <\/div>
How much electricity does an AI server use?<\/strong> A desktop device uses approximately 240 W. A rack-mounted GPU server uses from approximately 2 kW with two cards to 5\u20136 kW with eight, while an HGX B200 platform is around 10 kW. Calculate the cost based on your own kWh rate and planned operating time \u2013 in continuous operation, the difference between the levels is several dozen times over.<\/p> <\/div> <\/div>\n","protected":false},"excerpt":{"rendered":"
Just two years ago, \u201cin-house AI\u201d meant one thing for most companies: a ChatGPT or Copilot subscription. Today, more and more organisations are reaching the point where the cloud is no longer enough. There are usually three reasons: costs that rise with the number of queries, data that cannot be sent outside the company, and<\/p>\n","protected":false},"author":17,"featured_media":1655,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_meta-robots-noindex":"","_yoast_wpseo_meta-robots-nofollow":"","_yoast_wpseo_meta-robots-adv":"","_yoast_wpseo_bctitle":"","_yoast_wpseo_canonical":"","_yoast_wpseo_opengraph-title":"","_yoast_wpseo_opengraph-description":"","_yoast_wpseo_opengraph-image":"","_yoast_wpseo_twitter-title":"","_yoast_wpseo_twitter-description":"","_yoast_wpseo_twitter-image":"","footnotes":""},"categories":[141,163,5],"tags":[],"class_list":["post-1656","post","type-post","status-publish","format-standard","has-post-thumbnail","category-ai-emerging-technologies","category-hardware-technologies","category-servers-storage"],"yoast_head":"\n
AI server costs: choosing the right investment level<\/title>\n<meta name=\"description\" content=\"Which AI server should you choose? Discover three investment levels, real costs, and questions that will help you select the right hardware.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI server costs: choosing the right investment level\" \/>\n<meta property=\"og:description\" content=\"Which AI server should you choose? Discover three investment levels, real costs, and questions that will help you select the right hardware.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/\" \/>\n<meta property=\"og:site_name\" content=\"Senetic Blog IT - Microsoft, Office 365, Azure, Ubiquiti, MikroTik\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-15T10:51:10+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-09-15T11:04:17+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.senetic.co.uk\/blog\/app\/uploads\/2026\/09\/image-1-scaled-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1707\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"\u0141ukasz Bojar\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u0141ukasz Bojar\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"16 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/\"},\"author\":{\"name\":\"\u0141ukasz Bojar\",\"@id\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/#\\\/schema\\\/person\\\/3d28a26b496763d37a3036b521f1e429\"},\"headline\":\"Which AI server should you choose? Three investment levels and real costs\",\"datePublished\":\"2026-09-15T10:51:10+00:00\",\"dateModified\":\"2026-09-15T11:04:17+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/\"},\"wordCount\":2590,\"commentCount\":0,\"image\":{\"@id\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/app\\\/uploads\\\/2026\\\/09\\\/image-1-scaled-1.jpg\",\"articleSection\":[\"AI & Emerging Technologies\",\"Hardware & Technologies\",\"Servers & Storage\"],\"inLanguage\":\"pl-PL\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/#respond\"]}]},{\"@type\":[\"WebPage\",\"FAQPage\"],\"@id\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/\",\"url\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/\",\"name\":\"AI server costs: choosing the right investment level\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/app\\\/uploads\\\/2026\\\/09\\\/image-1-scaled-1.jpg\",\"datePublished\":\"2026-09-15T10:51:10+00:00\",\"dateModified\":\"2026-09-15T11:04:17+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/#\\\/schema\\\/person\\\/3d28a26b496763d37a3036b521f1e429\"},\"description\":\"Which AI server should you choose? Discover three investment levels, real costs, and questions that will help you select the right hardware.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/#breadcrumb\"},\"mainEntity\":[{\"@id\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/#faq-question-1789463403930\"},{\"@id\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/#faq-question-1789463481031\"},{\"@id\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/#faq-question-1789463533779\"},{\"@id\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/#faq-question-1789463637765\"},{\"@id\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/#faq-question-1789463688450\"},{\"@id\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/#faq-question-1789463816870\"}],\"inLanguage\":\"pl-PL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"pl-PL\",\"@id\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/app\\\/uploads\\\/2026\\\/09\\\/image-1-scaled-1.jpg\",\"contentUrl\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/app\\\/uploads\\\/2026\\\/09\\\/image-1-scaled-1.jpg\",\"width\":2560,\"height\":1707,\"caption\":\"Sever room\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Which AI server should you choose? Three investment levels and real costs\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/#website\",\"url\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/\",\"name\":\"Senetic Blog IT - Microsoft, Office 365, Azure, Ubiquiti, MikroTik\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"pl-PL\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/#\\\/schema\\\/person\\\/3d28a26b496763d37a3036b521f1e429\",\"name\":\"\u0141ukasz Bojar\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pl-PL\",\"@id\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/app\\\/uploads\\\/2026\\\/09\\\/cropped-lukasz-bojar-96x96.jpg\",\"url\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/app\\\/uploads\\\/2026\\\/09\\\/cropped-lukasz-bojar-96x96.jpg\",\"contentUrl\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/app\\\/uploads\\\/2026\\\/09\\\/cropped-lukasz-bojar-96x96.jpg\",\"caption\":\"\u0141ukasz Bojar\"},\"description\":\"Vice President Sales & MarketingHe has been with Senetic since 2014, where he is responsible for shaping the company\u2019s vision and sales strategy. His professional ambition is to expand into new sales markets around the world. He has over 10 years of experience in management, business development and sales, gained both within and outside the IT industry. He shares his expertise as a speaker at industry conferences. In his free time, he relieves stress at the gym or by running in the park while discovering new genres of music.\",\"url\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/author\\\/lukasz-bojar\\\/\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/#faq-question-1789463403930\",\"position\":1,\"url\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/#faq-question-1789463403930\",\"name\":\"Ile kosztuje serwer do AI?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Rozstrza\u0142 jest du\u017cy: od ok. 24 tys. z\u0142 netto za urz\u0105dzenie biurkowe klasy DGX Spark, przez ok. 0,5 mln z\u0142 za serwer GPU do szafy rack w konfiguracji startowej, po ok. 2 mln z\u0142 za platform\u0119 HGX B200. Do ceny sprz\u0119tu trzeba doliczy\u0107 15\u201330% na zasilanie, ch\u0142odzenie, sie\u0107 i wdro\u017cenie.\",\"inLanguage\":\"pl-PL\"},\"inLanguage\":\"pl-PL\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/#faq-question-1789463481031\",\"position\":2,\"url\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/#faq-question-1789463481031\",\"name\":\"Czy serwer do AI op\u0142aca si\u0119 bardziej ni\u017c chmura?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Zale\u017cy od skali. Koszt chmury ro\u015bnie razem z liczb\u0105 zapyta\u0144, koszt w\u0142asnego serwera jest sta\u0142y - po zakupie nie p\u0142acicie za ka\u017cde wywo\u0142anie. Dlatego warto por\u00f3wna\u0107 obecne rachunki za API i abonamenty z rat\u0105 sprz\u0119tu roz\u0142o\u017con\u0105 na trzy lata i kosztem energii. Przy intensywnym u\u017cyciu w\u0142asna infrastruktura wygrywa, przy okazjonalnym chmura pozostaje ta\u0144sza.\",\"inLanguage\":\"pl-PL\"},\"inLanguage\":\"pl-PL\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/#faq-question-1789463533779\",\"position\":3,\"url\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/#faq-question-1789463533779\",\"name\":\"Ile pami\u0119ci GPU potrzebuje model j\u0119zykowy?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Model musi zmie\u015bci\u0107 si\u0119 w pami\u0119ci kart w ca\u0142o\u015bci. Orientacyjnie: model klasy 8B to kilkana\u015bcie gigabajt\u00f3w, klasy 70B od 70 do 140 GB w zale\u017cno\u015bci od precyzji zapisu modelu, a modele powy\u017cej 200 miliard\u00f3w parametr\u00f3w zaczynaj\u0105 si\u0119 od kilkuset gigabajt\u00f3w. Do tego dochodzi pami\u0119\u0107 na trwaj\u0105ce rozmowy, rosn\u0105ca wraz z liczb\u0105 u\u017cytkownik\u00f3w.\",\"inLanguage\":\"pl-PL\"},\"inLanguage\":\"pl-PL\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/#faq-question-1789463637765\",\"position\":4,\"url\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/#faq-question-1789463637765\",\"name\":\"Czy do AI wystarczy zwyk\u0142y serwer z kart\u0105 graficzn\u0105?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Do test\u00f3w i pojedynczych zastosowa\u0144 - tak. Do pracy produkcyjnej zwykle nie, bo ograniczeniem jest \u0142\u0105czna pami\u0119\u0107 kart oraz zasilanie i ch\u0142odzenie obudowy, kt\u00f3ra nie by\u0142a projektowana pod osiem akcelerator\u00f3w.\",\"inLanguage\":\"pl-PL\"},\"inLanguage\":\"pl-PL\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/#faq-question-1789463688450\",\"position\":5,\"url\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/#faq-question-1789463688450\",\"name\":\"Jaki serwer do AI wybra\u0107 dla firmy do 50 os\u00f3b?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Je\u015bli AI ma dzia\u0142a\u0107 produkcyjnie dla wszystkich, najrozs\u0105dniejszy jest serwer GPU do szafy rack w konfiguracji z dwiema kartami, z opcj\u0105 do\u0142o\u017cenia kolejnych. Je\u015bli to wci\u0105\u017c etap test\u00f3w albo korzysta z niego jeden zesp\u00f3\u0142, wystarczy urz\u0105dzenie biurkowe klasy DGX Spark, ewentualnie dwie sztuki po\u0142\u0105czone w jeden system.\",\"inLanguage\":\"pl-PL\"},\"inLanguage\":\"pl-PL\"},{\"@type\":\"Question\",\"@id\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/#faq-question-1789463816870\",\"position\":6,\"url\":\"https:\\\/\\\/www.senetic.co.uk\\\/blog\\\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\\\/#faq-question-1789463816870\",\"name\":\"Ile pr\u0105du zu\u017cywa serwer do AI?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Urz\u0105dzenie biurkowe oko\u0142o 240 W. Serwer GPU do szafy rack od ok. 2 kW przy dw\u00f3ch kartach do 5\u20136 kW przy o\u015bmiu, a platforma HGX B200 okolice 10 kW. Koszt policzcie wed\u0142ug w\u0142asnej stawki za kWh i planowanego czasu pracy - przy pracy ci\u0105g\u0142ej r\u00f3\u017cnica mi\u0119dzy poziomami jest kilkudziesi\u0119ciokrotna.\",\"inLanguage\":\"pl-PL\"},\"inLanguage\":\"pl-PL\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"AI server costs: choosing the right investment level","description":"Which AI server should you choose? Discover three investment levels, real costs, and questions that will help you select the right hardware.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/","og_locale":"pl_PL","og_type":"article","og_title":"AI server costs: choosing the right investment level","og_description":"Which AI server should you choose? Discover three investment levels, real costs, and questions that will help you select the right hardware.","og_url":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/","og_site_name":"Senetic Blog IT - Microsoft, Office 365, Azure, Ubiquiti, MikroTik","article_published_time":"2026-09-15T10:51:10+00:00","article_modified_time":"2026-09-15T11:04:17+00:00","og_image":[{"width":2560,"height":1707,"url":"https:\/\/www.senetic.co.uk\/blog\/app\/uploads\/2026\/09\/image-1-scaled-1.jpg","type":"image\/jpeg"}],"author":"\u0141ukasz Bojar","twitter_card":"summary_large_image","twitter_misc":{"Written by":"\u0141ukasz Bojar","Est. reading time":"16 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/#article","isPartOf":{"@id":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/"},"author":{"name":"\u0141ukasz Bojar","@id":"https:\/\/www.senetic.co.uk\/blog\/#\/schema\/person\/3d28a26b496763d37a3036b521f1e429"},"headline":"Which AI server should you choose? Three investment levels and real costs","datePublished":"2026-09-15T10:51:10+00:00","dateModified":"2026-09-15T11:04:17+00:00","mainEntityOfPage":{"@id":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/"},"wordCount":2590,"commentCount":0,"image":{"@id":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/#primaryimage"},"thumbnailUrl":"https:\/\/www.senetic.co.uk\/blog\/app\/uploads\/2026\/09\/image-1-scaled-1.jpg","articleSection":["AI & Emerging Technologies","Hardware & Technologies","Servers & Storage"],"inLanguage":"pl-PL","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/#respond"]}]},{"@type":["WebPage","FAQPage"],"@id":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/","url":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/","name":"AI server costs: choosing the right investment level","isPartOf":{"@id":"https:\/\/www.senetic.co.uk\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/#primaryimage"},"image":{"@id":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/#primaryimage"},"thumbnailUrl":"https:\/\/www.senetic.co.uk\/blog\/app\/uploads\/2026\/09\/image-1-scaled-1.jpg","datePublished":"2026-09-15T10:51:10+00:00","dateModified":"2026-09-15T11:04:17+00:00","author":{"@id":"https:\/\/www.senetic.co.uk\/blog\/#\/schema\/person\/3d28a26b496763d37a3036b521f1e429"},"description":"Which AI server should you choose? Discover three investment levels, real costs, and questions that will help you select the right hardware.","breadcrumb":{"@id":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/#breadcrumb"},"mainEntity":[{"@id":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/#faq-question-1789463403930"},{"@id":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/#faq-question-1789463481031"},{"@id":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/#faq-question-1789463533779"},{"@id":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/#faq-question-1789463637765"},{"@id":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/#faq-question-1789463688450"},{"@id":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/#faq-question-1789463816870"}],"inLanguage":"pl-PL","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/"]}]},{"@type":"ImageObject","inLanguage":"pl-PL","@id":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/#primaryimage","url":"https:\/\/www.senetic.co.uk\/blog\/app\/uploads\/2026\/09\/image-1-scaled-1.jpg","contentUrl":"https:\/\/www.senetic.co.uk\/blog\/app\/uploads\/2026\/09\/image-1-scaled-1.jpg","width":2560,"height":1707,"caption":"Sever room"},{"@type":"BreadcrumbList","@id":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.senetic.co.uk\/blog\/"},{"@type":"ListItem","position":2,"name":"Which AI server should you choose? Three investment levels and real costs"}]},{"@type":"WebSite","@id":"https:\/\/www.senetic.co.uk\/blog\/#website","url":"https:\/\/www.senetic.co.uk\/blog\/","name":"Senetic Blog IT - Microsoft, Office 365, Azure, Ubiquiti, MikroTik","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.senetic.co.uk\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"pl-PL"},{"@type":"Person","@id":"https:\/\/www.senetic.co.uk\/blog\/#\/schema\/person\/3d28a26b496763d37a3036b521f1e429","name":"\u0141ukasz Bojar","image":{"@type":"ImageObject","inLanguage":"pl-PL","@id":"https:\/\/www.senetic.co.uk\/blog\/app\/uploads\/2026\/09\/cropped-lukasz-bojar-96x96.jpg","url":"https:\/\/www.senetic.co.uk\/blog\/app\/uploads\/2026\/09\/cropped-lukasz-bojar-96x96.jpg","contentUrl":"https:\/\/www.senetic.co.uk\/blog\/app\/uploads\/2026\/09\/cropped-lukasz-bojar-96x96.jpg","caption":"\u0141ukasz Bojar"},"description":"Vice President Sales & MarketingHe has been with Senetic since 2014, where he is responsible for shaping the company\u2019s vision and sales strategy. His professional ambition is to expand into new sales markets around the world. He has over 10 years of experience in management, business development and sales, gained both within and outside the IT industry. He shares his expertise as a speaker at industry conferences. In his free time, he relieves stress at the gym or by running in the park while discovering new genres of music.","url":"https:\/\/www.senetic.co.uk\/blog\/author\/lukasz-bojar\/"},{"@type":"Question","@id":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/#faq-question-1789463403930","position":1,"url":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/#faq-question-1789463403930","name":"Ile kosztuje serwer do AI?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Rozstrza\u0142 jest du\u017cy: od ok. 24 tys. z\u0142 netto za urz\u0105dzenie biurkowe klasy DGX Spark, przez ok. 0,5 mln z\u0142 za serwer GPU do szafy rack w konfiguracji startowej, po ok. 2 mln z\u0142 za platform\u0119 HGX B200. Do ceny sprz\u0119tu trzeba doliczy\u0107 15\u201330% na zasilanie, ch\u0142odzenie, sie\u0107 i wdro\u017cenie.","inLanguage":"pl-PL"},"inLanguage":"pl-PL"},{"@type":"Question","@id":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/#faq-question-1789463481031","position":2,"url":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/#faq-question-1789463481031","name":"Czy serwer do AI op\u0142aca si\u0119 bardziej ni\u017c chmura?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Zale\u017cy od skali. Koszt chmury ro\u015bnie razem z liczb\u0105 zapyta\u0144, koszt w\u0142asnego serwera jest sta\u0142y - po zakupie nie p\u0142acicie za ka\u017cde wywo\u0142anie. Dlatego warto por\u00f3wna\u0107 obecne rachunki za API i abonamenty z rat\u0105 sprz\u0119tu roz\u0142o\u017con\u0105 na trzy lata i kosztem energii. Przy intensywnym u\u017cyciu w\u0142asna infrastruktura wygrywa, przy okazjonalnym chmura pozostaje ta\u0144sza.","inLanguage":"pl-PL"},"inLanguage":"pl-PL"},{"@type":"Question","@id":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/#faq-question-1789463533779","position":3,"url":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/#faq-question-1789463533779","name":"Ile pami\u0119ci GPU potrzebuje model j\u0119zykowy?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Model musi zmie\u015bci\u0107 si\u0119 w pami\u0119ci kart w ca\u0142o\u015bci. Orientacyjnie: model klasy 8B to kilkana\u015bcie gigabajt\u00f3w, klasy 70B od 70 do 140 GB w zale\u017cno\u015bci od precyzji zapisu modelu, a modele powy\u017cej 200 miliard\u00f3w parametr\u00f3w zaczynaj\u0105 si\u0119 od kilkuset gigabajt\u00f3w. Do tego dochodzi pami\u0119\u0107 na trwaj\u0105ce rozmowy, rosn\u0105ca wraz z liczb\u0105 u\u017cytkownik\u00f3w.","inLanguage":"pl-PL"},"inLanguage":"pl-PL"},{"@type":"Question","@id":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/#faq-question-1789463637765","position":4,"url":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/#faq-question-1789463637765","name":"Czy do AI wystarczy zwyk\u0142y serwer z kart\u0105 graficzn\u0105?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Do test\u00f3w i pojedynczych zastosowa\u0144 - tak. Do pracy produkcyjnej zwykle nie, bo ograniczeniem jest \u0142\u0105czna pami\u0119\u0107 kart oraz zasilanie i ch\u0142odzenie obudowy, kt\u00f3ra nie by\u0142a projektowana pod osiem akcelerator\u00f3w.","inLanguage":"pl-PL"},"inLanguage":"pl-PL"},{"@type":"Question","@id":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/#faq-question-1789463688450","position":5,"url":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/#faq-question-1789463688450","name":"Jaki serwer do AI wybra\u0107 dla firmy do 50 os\u00f3b?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Je\u015bli AI ma dzia\u0142a\u0107 produkcyjnie dla wszystkich, najrozs\u0105dniejszy jest serwer GPU do szafy rack w konfiguracji z dwiema kartami, z opcj\u0105 do\u0142o\u017cenia kolejnych. Je\u015bli to wci\u0105\u017c etap test\u00f3w albo korzysta z niego jeden zesp\u00f3\u0142, wystarczy urz\u0105dzenie biurkowe klasy DGX Spark, ewentualnie dwie sztuki po\u0142\u0105czone w jeden system.","inLanguage":"pl-PL"},"inLanguage":"pl-PL"},{"@type":"Question","@id":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/#faq-question-1789463816870","position":6,"url":"https:\/\/www.senetic.co.uk\/blog\/1656,which-ai-server-should-you-choose-three-investment-levels-and-real-costs\/#faq-question-1789463816870","name":"Ile pr\u0105du zu\u017cywa serwer do AI?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Urz\u0105dzenie biurkowe oko\u0142o 240 W. Serwer GPU do szafy rack od ok. 2 kW przy dw\u00f3ch kartach do 5\u20136 kW przy o\u015bmiu, a platforma HGX B200 okolice 10 kW. Koszt policzcie wed\u0142ug w\u0142asnej stawki za kWh i planowanego czasu pracy - przy pracy ci\u0105g\u0142ej r\u00f3\u017cnica mi\u0119dzy poziomami jest kilkudziesi\u0119ciokrotna.","inLanguage":"pl-PL"},"inLanguage":"pl-PL"}]}},"_links":{"self":[{"href":"https:\/\/www.senetic.co.uk\/blog\/wp-json\/wp\/v2\/posts\/1656","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.senetic.co.uk\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.senetic.co.uk\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.senetic.co.uk\/blog\/wp-json\/wp\/v2\/users\/17"}],"replies":[{"embeddable":true,"href":"https:\/\/www.senetic.co.uk\/blog\/wp-json\/wp\/v2\/comments?post=1656"}],"version-history":[{"count":2,"href":"https:\/\/www.senetic.co.uk\/blog\/wp-json\/wp\/v2\/posts\/1656\/revisions"}],"predecessor-version":[{"id":1659,"href":"https:\/\/www.senetic.co.uk\/blog\/wp-json\/wp\/v2\/posts\/1656\/revisions\/1659"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.senetic.co.uk\/blog\/wp-json\/wp\/v2\/media\/1655"}],"wp:attachment":[{"href":"https:\/\/www.senetic.co.uk\/blog\/wp-json\/wp\/v2\/media?parent=1656"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.senetic.co.uk\/blog\/wp-json\/wp\/v2\/categories?post=1656"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.senetic.co.uk\/blog\/wp-json\/wp\/v2\/tags?post=1656"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}