Why Could $NBIS Win on Infrastructure Efficiency？

A core differentiator is that instead of buying standard servers, $NEBIUS(NBIS)$ designs its own servers.

An AI server is basically a Lego.

It contains GPUs, CPUs, memory, networking equipment, cooling systems, and more.

Nebius engineers decide how many $NVIDIA(NVDA)$ GPUs, $Advanced Micro Devices(AMD)$ CPUs, $Micron Technology(MU)$ memory chips, and $Broadcom(AVGO)$ networking chips each server needs, where they will be positioned, and how the liquid cooling system will reduce temperature.

The actual equipment assembly is done by outsourced electronics contractors such as Foxconn, Wistron, Inventec, or others.

Nebius engineers learn from each installation and modify designs to improve output and reduce costs!

This approach could potentially allow Nebius to have lower operating costs. The company claims that its servers use up to 20% less electricity than off-the-shelf servers.

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The company claims that its servers use up to 20% less electricity than off-the-shelf servers.</p>\n<p class=\"t-img-caption\"><img alt=\" \" title=\" \" src=\"https://community-static.tradeup.com/news/97cc06cba8f8615072432719ebbee871\" tg-width=\"1379\" tg-height=\"920\"><span> </span></p>\n<hr>\n<p style=\"text-align: left;\"><strong>😍 Been eyeing Tiger merch but short on Tiger Coins? Now's your chance.</strong></p>\n<p style=\"text-align: left;\">🎁 We’ve selected 4 high-demand items across practial, lifestyle, and learning, now with a lower redemption threshold!</p>\n<p style=\"text-align: left;\"><strong><a href=\"https://ttm.financial/TW/554651083281352\" title=\"Hot Merch Returns · Up to 43% Off\" target=\"_blank\" class=\"\">Hot Merch Returns · Up to 43% Off</a></strong></p>\n<p class=\"t-img-caption\"><img src=\"https://community-static.tradeup.com/news/be0283b695178d5d32f9e254ddc1d4a1\" tg-width=\"1080\" tg-height=\"1350\"></p></body></html>","htmlText":"<html><head></head><body><p style=\"text-align: left;\">A core differentiator is that instead of buying standard servers, <a data-mention-id=\"NBIS\" class=\"teditor-mention\" data-mention-name=\"NEBIUS\" href=\"https://ttm.financial/S/NBIS\">$NEBIUS(NBIS)$</a> designs its own servers.</p>\n<p>An AI server is basically a Lego.</p>\n<p>It contains GPUs, CPUs, memory, networking equipment, cooling systems, and more.</p>\n<p>Nebius engineers decide how many <a data-mention-id=\"NVDA\" class=\"teditor-mention\" data-mention-name=\"NVIDIA\" href=\"https://ttm.financial/S/NVDA\">$NVIDIA(NVDA)$</a> GPUs, <a data-mention-id=\"AMD\" class=\"teditor-mention\" data-mention-name=\"Advanced Micro Devices\" href=\"https://ttm.financial/S/AMD\">$Advanced Micro Devices(AMD)$</a> CPUs, <a data-mention-id=\"MU\" class=\"teditor-mention\" data-mention-name=\"Micron Technology\" href=\"https://ttm.financial/S/MU\">$Micron Technology(MU)$</a> memory chips, and <a data-mention-id=\"AVGO\" class=\"teditor-mention\" data-mention-name=\"Broadcom\" href=\"https://ttm.financial/S/AVGO\">$Broadcom(AVGO)$</a> networking chips each server needs, where they will be positioned, and how the liquid cooling system will reduce temperature.</p>\n<p>The actual equipment assembly is done by outsourced electronics contractors such as Foxconn, Wistron, Inventec, or others.</p>\n<p>Nebius engineers learn from each installation and modify designs to improve output and reduce costs!</p>\n<p>This approach could potentially allow Nebius to have lower operating costs. 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Now's your chance.</strong></p>\n<p style=\"text-align: left;\">🎁 We’ve selected 4 high-demand items across practial, lifestyle, and learning, now with a lower redemption threshold!</p>\n<p style=\"text-align: left;\"><strong><a href=\"https://ttm.financial/TW/554651083281352\" title=\"Hot Merch Returns · Up to 43% Off\" target=\"_blank\" class=\"\">Hot Merch Returns · Up to 43% Off</a></strong></p>\n<p class=\"t-img-caption\"><img src=\"https://community-static.tradeup.com/news/be0283b695178d5d32f9e254ddc1d4a1\" tg-width=\"1080\" tg-height=\"1350\"></p></body></html>","text":"A core differentiator is that instead of buying standard servers, $NEBIUS(NBIS)$ designs its own servers. An AI server is basically a Lego. It contains GPUs, CPUs, memory, networking equipment, cooling systems, and more. 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