{"id":259,"date":"2026-05-19T16:46:20","date_gmt":"2026-05-19T16:46:20","guid":{"rendered":"https:\/\/convly.ai\/best-gpus-for-local-llms-2026\/"},"modified":"2026-07-03T13:40:42","modified_gmt":"2026-07-03T13:40:42","slug":"best-gpus-for-local-llms-2026","status":"publish","type":"post","link":"https:\/\/convly.ai\/ar\/best-gpus-for-local-llms-2026\/","title":{"rendered":"\u0623\u0641\u0636\u0644 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0645\u062d\u0644\u064a\u064b\u0651\u0627 \u0641\u064a \u0639\u0627\u0645 2026: \u062a\u0635\u0646\u064a\u0641 \u0646\u0645\u0627\u0630\u062c Llama 3 \u0648Mistral \u0648Qwen"},"content":{"rendered":"<p>\u0627\u0646\u062a\u0642\u0644 \u062a\u0634\u063a\u064a\u0644 LLMs \u0645\u062d\u0644\u064a\u064b\u0627 \u0645\u0646 \u201c\u0647\u0648\u0627\u064a\u0629 \u0645\u0645\u062a\u0639\u0629\u201d \u0625\u0644\u0649 \u201c\u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u062d\u062a\u0631\u0627\u0641\u064a \u0645\u062d\u0645\u0651\u0644 \u0628\u0627\u0644\u0623\u0639\u0628\u0627\u0621\u201d \u0641\u064a \u0639\u0627\u0645 2026. \u0627\u0644\u0623\u0633\u0628\u0627\u0628 \u0644\u064a\u0633\u062a \u062e\u0641\u064a\u0629: \u062a\u0643\u0627\u0644\u064a\u0641 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u062a\u062a\u0632\u0627\u064a\u062f \u0628\u0633\u0631\u0639\u0629\u060c \u0648\u062a\u0628\u0642\u0649 \u0628\u064a\u0627\u0646\u0627\u062a\u0643 \u0639\u0644\u0649 \u062c\u0647\u0627\u0632\u0643\u060c \u0648\u0642\u062f \u0627\u0646\u063a\u0644\u0642\u062a \u0641\u062c\u0648\u0629 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0648\u0632\u0646 \u0627\u0644\u0645\u0641\u062a\u0648\u062d \u0625\u0644\u0649 \u0623\u0646\u0638\u0645\u0629 \u0641\u0626\u0629 GPT \u0628\u0645\u0627 \u064a\u0643\u0641\u064a \u0644\u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0625\u0646\u062c\u0627\u0632 \u0645\u0639\u0638\u0645 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629 \u0639\u0644\u0649 \u062c\u0647\u0627\u0632 Llama 3 70B \u0623\u0648 Qwen 2.5 72B \u0627\u0644\u0630\u064a \u064a\u062a\u0646\u0627\u0633\u0628 \u0645\u0639 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0627\u0633\u062a\u0647\u0644\u0627\u0643\u064a\u0629.<\/p>\n<p>\u0627\u0644\u0633\u0624\u0627\u0644 \u0647\u0648 \u0623\u064a \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0627\u0633\u062a\u0647\u0644\u0627\u0643\u064a\u0629. \u0644\u0642\u062f \u0627\u062e\u062a\u0628\u0631\u0646\u0627 \u0643\u0644 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u0627\u062a \u064a\u0648\u0635\u064a \u0628\u0647\u0627 \u0623\u064a \u0634\u062e\u0635 \u0628\u062c\u062f\u064a\u0629 \u0641\u064a \u0639\u0627\u0645 2026 \u0644\u0644\u0639\u0645\u0644 \u0627\u0644\u0645\u062d\u0644\u064a LLM\u060c \u0639\u0644\u0649 \u0646\u0641\u0633 \u0627\u0644\u062c\u0647\u0627\u0632\u060c \u0645\u0639 \u0646\u0641\u0633 \u062d\u0632\u0645\u0629 \u0627\u0644\u0628\u0631\u0627\u0645\u062c. \u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u0627\u0644\u0646\u062a\u0627\u0626\u062c - \u0648\u0627\u0644\u0623\u062d\u0643\u0627\u0645 \u0627\u0644\u0635\u0627\u062f\u0642\u0629 \u0628\u0634\u0623\u0646 \u0623\u064a \u0645\u0646\u0647\u0627 \u064a\u062c\u0628 \u0639\u0644\u064a\u0643 \u0634\u0631\u0627\u0624\u0647 \u0628\u0627\u0644\u0641\u0639\u0644.<\/p>\n<div class=\"convly-tldr\">\n<h3>\u0623\u0628\u0631\u0632 \u0627\u0644\u0627\u0633\u062a\u0646\u062a\u0627\u062c\u0627\u062a<\/h3>\n<ul>\n<li><strong>\u0627\u0644\u0623\u0641\u0636\u0644 \u0639\u0645\u0648\u0645\u064b\u0627:<\/strong> RTX 4090 (\u0645\u0633\u062a\u0639\u0645\u0644\u060c $1,200-1,400) - \u0623\u0641\u0636\u0644 \u062a\u0648\u0627\u0632\u0646 \u0628\u064a\u0646 \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a \u0648\u0627\u0644\u0633\u0631\u0639\u0629 \u0648\u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0628\u064a\u0626\u064a \u0641\u064a 2026.<\/li>\n<li><strong>\u0627\u0644\u0623\u0641\u0636\u0644 \u0625\u0630\u0627 \u0644\u0645 \u064a\u0643\u0646 \u0627\u0644\u0645\u0627\u0644 \u0647\u0648 \u0627\u0644\u0634\u064a\u0621 \u0627\u0644\u0623\u0641\u0636\u0644:<\/strong> \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a RTX 5090 (32 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a\u060c $2,000 MSRP) - \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0647\u0644\u0627\u0643\u064a\u0629 \u0627\u0644\u0648\u062d\u064a\u062f\u0629 \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0628\u0640 70B \u0641\u064a Q5_K_M.<\/li>\n<li><strong>\u0623\u0641\u0636\u0644 \u0642\u064a\u0645\u0629:<\/strong> \u0645\u0633\u062a\u0639\u0645\u0644 RTX 3090 (24 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a\u060c $700) - \u0646\u0635\u0641 \u0633\u0631\u0639\u0629 4090 \u0628\u0646\u0635\u0641 \u0627\u0644\u0633\u0639\u0631.<\/li>\n<li><strong>\u0627\u0644\u0623\u0641\u0636\u0644 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0645\u0639\u0642\u0648\u0644\u0629:<\/strong> RTX 3060 12 \u062c\u064a\u062c\u0627 \u0628\u0627\u064a\u062a ($280) - \u064a\u0639\u0645\u0644 \u0639\u0644\u0649 \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0637\u0631\u0627\u0632\u0627\u062a \u0645\u0646 \u0627\u0644\u0641\u0626\u0629 7B \u0628\u0633\u0644\u0627\u0633\u0629\u060c \u0648\u0647\u064a \u0646\u0642\u0637\u0629 \u0627\u0644\u062f\u062e\u0648\u0644.<\/li>\n<li><strong>\u0627\u0644\u0623\u0641\u0636\u0644 \u0645\u0646 \u063a\u064a\u0631 \u0625\u0646\u0641\u064a\u062f\u064a\u0627:<\/strong> Apple M4 Max 128 GB \u2014 different paradigm, massive memory, but slower per-token.<\/li>\n<\/ul>\n<\/div>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 counter-flat ez-toc-counter ez-toc-container-direction\">\n<label for=\"ez-toc-cssicon-toggle-item-6a52d6397dda8\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">\u062a\u0628\u062f\u064a\u0644<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #000000;color:#000000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #000000;color:#000000\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-6a52d6397dda8\"  aria-label=\"\u062a\u0628\u062f\u064a\u0644\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/convly.ai\/ar\/best-gpus-for-local-llms-2026\/#How_to_actually_pick_the_rule_that_beats_every_spec_sheet\" >\u0643\u064a\u0641\u064a\u0629 \u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0641\u0639\u0644\u064a: \u0627\u0644\u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u0641\u0648\u0642 \u0639\u0644\u0649 \u0643\u0644 \u0648\u0631\u0642\u0629 \u0645\u0648\u0627\u0635\u0641\u0627\u062a<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/convly.ai\/ar\/best-gpus-for-local-llms-2026\/#The_ranked_list\" >\u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0627\u0644\u0645\u0631\u062a\u0628\u0629<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/convly.ai\/ar\/best-gpus-for-local-llms-2026\/#Comparison_table\" >\u062c\u062f\u0648\u0644 \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/convly.ai\/ar\/best-gpus-for-local-llms-2026\/#Software_stack_youll_actually_use\" >\u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u062a\u064a \u0633\u062a\u0633\u062a\u062e\u062f\u0645\u0647\u0627 \u0628\u0627\u0644\u0641\u0639\u0644<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/convly.ai\/ar\/best-gpus-for-local-llms-2026\/#Pros_and_cons_quick_view\" >\u0646\u0638\u0631\u0629 \u0633\u0631\u064a\u0639\u0629 \u0639\u0644\u0649 \u0627\u0644\u0625\u064a\u062c\u0627\u0628\u064a\u0627\u062a \u0648\u0627\u0644\u0633\u0644\u0628\u064a\u0627\u062a<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/convly.ai\/ar\/best-gpus-for-local-llms-2026\/#FAQ\" >\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/convly.ai\/ar\/best-gpus-for-local-llms-2026\/#Bottom_line\" >\u0627\u0644\u062e\u0644\u0627\u0635\u0629<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/convly.ai\/ar\/best-gpus-for-local-llms-2026\/#Related_articles\" >\u0645\u0642\u0627\u0644\u0627\u062a \u0630\u0627\u062a \u0635\u0644\u0629<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"How_to_actually_pick_the_rule_that_beats_every_spec_sheet\"><\/span>\u0643\u064a\u0641\u064a\u0629 \u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0641\u0639\u0644\u064a: \u0627\u0644\u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u0641\u0648\u0642 \u0639\u0644\u0649 \u0643\u0644 \u0648\u0631\u0642\u0629 \u0645\u0648\u0627\u0635\u0641\u0627\u062a<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u062e\u062a\u0631 <strong>VRAM \u0623\u0648\u0644\u0627\u064b<\/strong>, \u0648\u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0641\u064a \u0627\u0644\u0645\u0631\u062a\u0628\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629\u060c \u0648\u0643\u0644 \u0634\u064a\u0621 \u0622\u062e\u0631 \u0641\u064a \u0627\u0644\u0645\u0631\u062a\u0628\u0629 \u0627\u0644\u062b\u0627\u0644\u062b\u0629.<\/p>\n<p>\u064a\u0647\u064a\u0645\u0646 \u0639\u0644\u0649 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 LLM \u0639\u0631\u0636 \u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u062a\u0631\u062f\u062f\u064a \u0644\u0644\u0630\u0627\u0643\u0631\u0629 \u0648\u0633\u0639\u062a\u0647\u0627. \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 + \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a KV + \u0627\u0644\u0633\u064a\u0627\u0642 \u064a\u062a\u0646\u0627\u0633\u0628 \u0645\u0639 VRAM\u060c \u0641\u0633\u062a\u062d\u0635\u0644 \u0639\u0644\u0649 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0643\u0627\u0645\u0644 \u0627\u0644\u0633\u0631\u0639\u0629. \u0625\u0630\u0627 \u0644\u0645 \u064a\u0643\u0646 \u0627\u0644\u0623\u0645\u0631 \u0643\u0630\u0644\u0643\u060c \u0641\u0623\u0646\u062a \u062a\u062f\u0641\u0639 \u0645\u0646 5 \u0625\u0644\u0649 10 \u0623\u0636\u0639\u0627\u0641 \u0645\u0646 \u062a\u0643\u0644\u0641\u0629 \u0625\u0644\u063a\u0627\u0621 \u062a\u062d\u0645\u064a\u0644 \u0648\u062d\u062f\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629\u060c \u0648\u064a\u062a\u0648\u0642\u0641 \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u201c\u0627\u0644\u0633\u0631\u064a\u0639\u0629\u201d \u0648\u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u201c\u0627\u0644\u0628\u0637\u064a\u0626\u0629\u201d \u0639\u0646 \u0627\u0644\u0623\u0647\u0645\u064a\u0629 - \u0641\u0643\u0644\u0627\u0647\u0645\u0627 \u0627\u0644\u0622\u0646 \u0645\u062e\u062a\u0646\u0642\u0627\u0646 \u0639\u0644\u0649 PCIe + \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a \u0644\u0644\u0646\u0638\u0627\u0645.<\/p>\n<p>\u0634\u062c\u0631\u0629 \u0627\u0644\u0642\u0631\u0627\u0631 \u0627\u0644\u0639\u0645\u0644\u064a:<\/p>\n<ul>\n<li><strong>\u0637\u0631\u0627\u0632\u0627\u062a 7-13 B (Llama 3 8B\u060c Mistral 7B\u060c Phi-4)<\/strong> \u2192 12 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 (VRAM) \u0628\u062d\u062f \u0623\u062f\u0646\u0649\u060c \u064816 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0645\u0631\u064a\u062d\u0629. RTX 3060 12 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0623\u0648 \u0623\u0643\u062b\u0631.<\/li>\n<li><strong>\u0637\u0631\u0627\u0632\u0627\u062a 30-34 \u0628 (\u0643\u0648\u064a\u0646 2.5 32 \u0628\u060c \u064a\u064a-34 \u0628)<\/strong> \u2192 24 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0641\u064a Q4. RTX 3090\u060c 4090\u060c M4 Pro.<\/li>\n<li><strong>\u0645\u0648\u062f\u064a\u0644\u0627\u062a 70-72 \u0628 (\u0644\u0627\u0645\u0627 3 70 \u0628\u060c \u0643\u0648\u064a\u0646 2.5 72 \u0628)<\/strong> \u2192 24 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0639\u0646\u062f Q3_K_S (\u062a\u0642\u0631\u064a\u0628\u064a)\u060c \u064832 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0639\u0646\u062f Q4 (\u0646\u0638\u064a\u0641)\u060c \u064848 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0639\u0646\u062f Q5 (\u0627\u0644\u0623\u0641\u0636\u0644). RTX 4090\u060c \u0648RTX 5090\u060c \u0648RTX 5090\u060c \u06483090 \u0645\u0632\u062f\u0648\u062c\u060c \u0648M4 \u0645\u0627\u0643\u0633.<\/li>\n<li><strong>100 \u0637\u0631\u0627\u0632 B+ B+ (Mistral Large 2\u060c Command R+ 104B)<\/strong> \u2192 48 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a+ \u0643\u062d\u062f \u0623\u062f\u0646\u0649. RTX 6000 Ada\u060c 4090 \u0645\u0632\u062f\u0648\u062c 4090\u060c M4 \u0645\u0627\u0643\u0633 128 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a.<\/li>\n<li><strong>200 B+ models (DeepSeek V3, Llama 3 405B)<\/strong> \u2192 \u0630\u0627\u0643\u0631\u0629 128 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a+. M4 Ultra\u060c \u062e\u0648\u0627\u062f\u0645 M4 Ultra\u060c \u062e\u0648\u0627\u062f\u0645 \u0645\u062a\u0639\u062f\u062f\u0629 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a\u060c Nvidia DIGITS.<\/li>\n<\/ul>\n<p>\u0628\u0645\u062c\u0631\u062f \u062a\u062d\u062f\u064a\u062f \u0641\u0626\u0629 \u0627\u0644\u0637\u0631\u0627\u0632 \u0627\u0644\u0630\u064a \u062a\u0647\u062a\u0645 \u0628\u0647\u060c \u0641\u0625\u0646 \u0643\u0644 \u0645\u0648\u0627\u0635\u0641\u0627\u062a \u0623\u062e\u0631\u0649 \u063a\u064a\u0631 \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 VRAM \u0647\u064a \u0645\u0648\u0627\u0635\u0641\u0627\u062a \u0641\u0627\u0635\u0644\u0629.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"The_ranked_list\"><\/span>\u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0627\u0644\u0645\u0631\u062a\u0628\u0629<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3>1. RTX 4090 - \u0627\u0644\u0623\u0641\u0636\u0644 \u0628\u0634\u0643\u0644 \u0639\u0627\u0645 \u0641\u064a \u0639\u0627\u0645 2026<\/h3>\n<div class=\"convly-specs\">\n<div><strong>VRAM<\/strong><span>24 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0630\u0627\u0643\u0631\u0629 GDDR6X<\/span><\/div>\n<div><strong>\u0639\u0631\u0636 \u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u062a\u0631\u062f\u062f\u064a (Bandwidth)<\/strong><span>1008 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a\/\u062b\u0627\u0646\u064a\u0629<\/span><\/div>\n<div><strong>\u0627\u0644\u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0627\u0644\u062d\u0631\u0627\u0631\u064a \u0627\u0644\u0623\u0642\u0635\u0649 (TDP)<\/strong><span>450 \u0648\u0627\u0637<\/span><\/div>\n<div><strong>\u0634\u0627\u0631\u0639 \u0645\u0633\u062a\u0639\u0645\u0644<\/strong><span>$ 1,200-1,400<\/span><\/div>\n<div><strong>Llama 3 \u0628\u062d\u062c\u0645 8 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0644\u0645\u0629 \u0648\u0628\u062a\u0631\u0645\u064a\u0632 Q4<\/strong><span>122 \u0645\u0639\u0644\u064e\u0651\u0645\u0629\/\u062b\u0627\u0646\u064a\u0629<\/span><\/div>\n<div><strong>\u0644\u064a\u0645\u0651\u0627 3 \u0628\u062d\u062c\u0645 70 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0644\u064e\u0651\u0645\u0629 \u0648\u0628\u062a\u0631\u0645\u064a\u0632 Q4<\/strong><span>16.4 \u0631\/\u062b\u0627\u0646\u064a\u0629<\/span><\/div>\n<\/div>\n<p>\u0625\u0646 4090 \u0644\u064a\u0633 \u0623\u0633\u0631\u0639 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u0627\u062a LLM \u0641\u064a \u0639\u0627\u0645 2026 - \u0647\u0630\u0627 \u0647\u0648 5090 - \u0648\u0644\u0643\u0646 \u0628\u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0627\u0644\u0645\u0633\u062a\u0639\u0645\u0644\u0629 \u0647\u0648 \u0627\u0644\u0623\u0641\u0636\u0644 \u0634\u0631\u0627\u0621\u064b \u0628\u0647\u0627\u0645\u0634 \u0643\u0628\u064a\u0631. \u0623\u0631\u0628\u0639\u0629 \u0648\u0639\u0634\u0631\u0648\u0646 \u063a\u064a\u063a\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0630\u0627\u0643\u0631\u0629 VRAM \u0628\u0633\u0639\u0629 \u0623\u0631\u0628\u0639\u0629 \u0648\u0639\u0634\u0631\u064a\u0646 \u063a\u064a\u063a\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0630\u0627\u0643\u0631\u0629 VRAM \u062a\u062a\u062e\u0637\u0649 \u0634\u0631\u064a\u0637 Q4 70B\u060c \u0648\u0645\u0643\u062f\u0633 \u0628\u0631\u0627\u0645\u062c CUDA \u0646\u0627\u0636\u062c \u062a\u0645\u0627\u0645\u064b\u0627\u060c \u0648\u0643\u0644 \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u064a\u0647\u0645\u0643 (llama.cpp\u060c \u0648vLLLM\u060c \u0648Exllamav2\u060c \u0648MLC-LLM\u060c \u0648TensorRT-LLM) \u0643\u0627\u0646 \u0644\u062f\u064a\u0647 \u0639\u0627\u0645\u064a\u0646 \u0644\u062a\u062d\u0633\u064a\u0646 Ada.<\/p>\n<p>\u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0627\u0644\u0648\u062d\u064a\u062f\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u062e\u0644\u0649 \u0639\u0646\u0647\u0627 \u0645\u0642\u0627\u0628\u0644 5090 \u0647\u064a 8 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0648\u062b\u0644\u062b \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u062a\u0642\u0631\u064a\u0628\u064b\u0627. \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0645\u0639\u0638\u0645 \u0639\u0645\u0644\u064a\u0627\u062a \u0633\u064a\u0631 \u0639\u0645\u0644 LLM \u0627\u0644\u0645\u062d\u0644\u064a\u0629\u060c \u0647\u0630\u0627 \u0644\u0627 \u064a\u0643\u0641\u064a \u0644\u062a\u0628\u0631\u064a\u0631 \u0645\u0636\u0627\u0639\u0641\u0629 \u0627\u0644\u0633\u0639\u0631.<\/p>\n<p><strong>\u0627\u0634\u062a\u0631\u0650 \u0647\u0630\u0647 \u0627\u0644\u0628\u0637\u0627\u0642\u0629 \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0628\u062d\u062b \u0639\u0646:<\/strong> \u062a\u0631\u064a\u062f \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u0627\u062a \u0648\u0627\u062d\u062f\u0629 \u062a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 8B \u062d\u062a\u0649 70B \u0628\u0633\u0631\u0639\u0629 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0644\u062f\u064a\u0643 \u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0644\u0634\u0631\u0627\u0621 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u0627\u062a $1,200+ \u0645\u0633\u062a\u0639\u0645\u0644\u0629.<\/p>\n<p><strong>\u062a\u062e\u0637\u064a \u0625\u0630\u0627:<\/strong> \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u0634\u063a\u064a\u0644 Q5+ 70B \u064a\u0648\u0645\u064a\u064b\u0627 (\u0633\u062a\u0635\u0644 \u0625\u0644\u0649 OOM) \u0623\u0648 \u0633\u064a\u0643\u0648\u0646 \u0644\u062f\u064a\u0643 \u0633\u0642\u0641 $800 \u0635\u0627\u0631\u0645.<\/p>\n<h3>2. RTX 5090 - \u0641\u0642\u0637 \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u062d\u062a\u0627\u062c \u0628\u0627\u0644\u0641\u0639\u0644 \u0625\u0644\u0649 32 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/h3>\n<div class=\"convly-specs\">\n<div><strong>VRAM<\/strong><span>32 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a GDDR7<\/span><\/div>\n<div><strong>\u0639\u0631\u0636 \u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u062a\u0631\u062f\u062f\u064a (Bandwidth)<\/strong><span>1792 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a\/\u062b\u0627\u0646\u064a\u0629<\/span><\/div>\n<div><strong>\u0627\u0644\u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0627\u0644\u062d\u0631\u0627\u0631\u064a \u0627\u0644\u0623\u0642\u0635\u0649 (TDP)<\/strong><span>575 \u0648\u0627\u0637<\/span><\/div>\n<div><strong>\u0627\u0644\u0633\u0639\u0631 \u0627\u0644\u0645\u0648\u0635\u0649 \u0628\u0647 \u0645\u0646 \u0627\u0644\u0634\u0631\u0643\u0629 \u0627\u0644\u0645\u0635\u0646\u0650\u0651\u0639\u0629 (MSRP)<\/strong><span>$1,999 ($2,400 \u0634\u0627\u0631\u0639)<\/span><\/div>\n<div><strong>\u0644\u064a\u0645\u0651\u0627 3 \u0628\u062d\u062c\u0645 70 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0644\u064e\u0651\u0645\u0629 \u0648\u0628\u062a\u0631\u0645\u064a\u0632 Q4<\/strong><span>22.1 \u0645\u0639\u0644\u064e\u0651\u0645\u0629\/\u062b\u0627\u0646\u064a\u0629<\/span><\/div>\n<div><strong>\u0644\u0627\u0645\u0627 3 70B 70B Q5<\/strong><span>17.8 \u0631\/\u062b\u0627\u0646\u064a\u0629<\/span><\/div>\n<\/div>\n<p>\u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a 5090 \u0647\u064a \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0647\u0644\u0627\u0643\u064a\u0629 \u0627\u0644\u0648\u062d\u064a\u062f\u0629 \u0641\u064a \u0639\u0627\u0645 2026 \u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u062a\u0634\u063a\u064a\u0644 Llama 3 70B \u0641\u064a Q5_K_M \u062f\u0648\u0646 \u0623\u064a \u062a\u0646\u0627\u0632\u0644\u0627\u062a. \u0647\u0630\u0647 \u0627\u0644\u062d\u0642\u064a\u0642\u0629 \u0627\u0644\u0648\u062d\u064a\u062f\u0629 - \u062c\u0646\u0628\u064b\u0627 \u0625\u0644\u0649 \u062c\u0646\u0628 \u0645\u0639 \u0639\u0631\u0636 \u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u062a\u0631\u062f\u062f\u064a \u0644\u0644\u0630\u0627\u0643\u0631\u0629 78% \u0627\u0644\u0623\u0639\u0644\u0649 \u0645\u0646 4090 - \u0647\u064a \u0643\u0644 \u0645\u0627 \u064a\u062f\u0639\u0645\u0647\u0627.<\/p>\n<p>If you don&#8217;t need 32 GB, you&#8217;re paying a $1,000+ premium for ~35% more speed on workloads that already ran fine on the 4090. If you do need 32 GB (70B at Q5, AI video generation, fine-tuning models bigger than 13B), there&#8217;s no competition at consumer prices.<\/p>\n<p>\u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a\u0629 \u0627\u0644\u0643\u0627\u0645\u0644\u0629 \u0645\u0648\u062c\u0648\u062f\u0629 \u0641\u064a <a href=\"\/ar\/rtx-5090-vs-rtx-4090-for-ai-2026\/\">RTX 5090 \u0645\u0642\u0627\u0628\u0644 RTX 4090 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a>.<\/p>\n<p><strong>\u0627\u0634\u062a\u0631\u0650 \u0647\u0630\u0647 \u0627\u0644\u0628\u0637\u0627\u0642\u0629 \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0628\u062d\u062b \u0639\u0646:<\/strong> \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0630\u0627\u0643\u0631\u0629 \u0648\u0635\u0648\u0644 \u0639\u0634\u0648\u0627\u0626\u064a VRAM \u0628\u0633\u0639\u0629 32 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0648\u0644\u062f\u064a\u0643 $2,000+ \u0644\u0644\u0625\u0646\u0641\u0627\u0642.<\/p>\n<p><strong>\u062a\u062e\u0637\u064a \u0625\u0630\u0627:<\/strong> \u062a\u062a\u0633\u0639 \u0645\u0648\u062f\u064a\u0644\u0627\u062a\u0643 \u0644\u0640 24 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0623\u0648 \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 4090 \u0645\u0633\u062a\u0639\u0645\u0644\u0629 \u0628\u0633\u0639\u0631 $1,200.<\/p>\n<h3>3. RTX 3090 - \u0644\u0639\u0628\u0629 \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u062a\u064a \u0644\u0627 \u062a\u0642\u0628\u0644 \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u0629<\/h3>\n<div class=\"convly-specs\">\n<div><strong>VRAM<\/strong><span>24 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0630\u0627\u0643\u0631\u0629 GDDR6X<\/span><\/div>\n<div><strong>\u0639\u0631\u0636 \u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u062a\u0631\u062f\u062f\u064a (Bandwidth)<\/strong><span>936 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a\/\u062b\u0627\u0646\u064a\u0629<\/span><\/div>\n<div><strong>\u0627\u0644\u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0627\u0644\u062d\u0631\u0627\u0631\u064a \u0627\u0644\u0623\u0642\u0635\u0649 (TDP)<\/strong><span>350 \u0648\u0627\u0637<\/span><\/div>\n<div><strong>\u0634\u0627\u0631\u0639 \u0645\u0633\u062a\u0639\u0645\u0644<\/strong><span>$650-800<\/span><\/div>\n<div><strong>Llama 3 \u0628\u062d\u062c\u0645 8 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0644\u0645\u0629 \u0648\u0628\u062a\u0631\u0645\u064a\u0632 Q4<\/strong><span>92 \u0645\u0639\u0627\u0644\u062c\u0629\/\u062b\u0627\u0646\u064a\u0629<\/span><\/div>\n<div><strong>\u0644\u064a\u0645\u0651\u0627 3 \u0628\u062d\u062c\u0645 70 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0644\u064e\u0651\u0645\u0629 \u0648\u0628\u062a\u0631\u0645\u064a\u0632 Q4<\/strong><span>11.2 \u0631\/\u062b\u0627\u0646\u064a\u0629<\/span><\/div>\n<\/div>\n<p>\u064a\u0628\u0644\u063a \u0639\u0645\u0631 \u0627\u0644\u0640 3090 \u0627\u0644\u0622\u0646 \u062e\u0645\u0633 \u0633\u0646\u0648\u0627\u062a \u0648\u0644\u0627 \u064a\u0632\u0627\u0644 \u0623\u0641\u0636\u0644 \u0645\u0627 \u064a\u0645\u0643\u0646 \u0634\u0631\u0627\u0624\u0647 \u0645\u0642\u0627\u0628\u0644 \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a \u0641\u064a \u0639\u0627\u0645 2026. \u0623\u0631\u0628\u0639\u0629 \u0648\u0639\u0634\u0631\u0648\u0646 \u063a\u064a\u063a\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0628\u0633\u0639\u0629 $700 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0647\u064a \u0645\u0627 \u064a\u0645\u0643\u0651\u0646 \u0627\u0644\u0622\u0644\u0627\u0641 \u0645\u0646 \u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u0642\u0644\u064a\u0646 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0645\u0646 \u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0627\u0630\u062c \u0645\u0646 \u0641\u0626\u0629 70B \u0639\u0644\u0649 \u0627\u0644\u0625\u0637\u0644\u0627\u0642.<\/p>\n<p>\u062a\u0628\u0644\u063a \u0627\u0644\u0633\u0631\u0639\u0629 60% \u062a\u0642\u0631\u064a\u0628\u064b\u0627 \u0645\u0646 4090 - \u0648\u0644\u0643\u0646 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644\u060c \u0644\u0627 \u062a\u0632\u0627\u0644 \u062a\u062d\u0635\u0644 \u0639\u0644\u0649 \u0631\u0645\u0648\u0632\/\u062b\u0627\u0646\u064a\u0629 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0641\u064a \u0643\u0644 \u0637\u0631\u0627\u0632 \u0630\u064a \u0635\u0644\u0629. \u0627\u0644\u062c\u0648\u0627\u0646\u0628 \u0627\u0644\u0633\u0644\u0628\u064a\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0647\u064a \u0633\u062d\u0628 \u0637\u0627\u0642\u0629 \u0623\u0639\u0644\u0649 \u0644\u0643\u0644 \u0648\u062d\u062f\u0629 \u0639\u0645\u0644 \u0648\u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u062a\u064a \u062a\u0623\u062a\u064a \u0645\u0639 \u0634\u0631\u0627\u0621 \u0628\u0637\u0627\u0642\u0629 \u0639\u0645\u0631\u0647\u0627 \u062e\u0645\u0633 \u0633\u0646\u0648\u0627\u062a \u0645\u0646 \u0627\u0644\u0633\u0648\u0642 \u0627\u0644\u062b\u0627\u0646\u0648\u064a\u0629.<\/p>\n<p>\u062d\u0631\u0643\u0629 \u0627\u0644\u0645\u062a\u062d\u0645\u0633\u064a\u0646 \u0627\u0644\u0643\u0644\u0627\u0633\u064a\u0643\u064a\u0629 \u0641\u064a \u0639\u0627\u0645 2026: <strong>\u0627\u062b\u0646\u062a\u0627\u0646 3090s \u0645\u0633\u062a\u0639\u0645\u0644\u0629<\/strong> \u0645\u0639 \u0648\u062d\u062f\u0629 PSU \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0628\u0642\u062f\u0631\u0629 1200 \u0648\u0627\u0637 \u0648\u062c\u0633\u0631 NVLink\u060c $1400\u060c \u064a\u0645\u0646\u062d\u0643 48 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0648\u0627\u0642\u0639 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a \u0627\u0644\u062a\u064a \u062a\u062a\u0641\u0648\u0642 \u0639\u0644\u0649 4090 \u0648\u0627\u062d\u062f\u0629 \u0641\u064a \u0643\u0644 \u0637\u0631\u0627\u0632 \u0623\u0643\u0628\u0631 \u0645\u0646 30B. \u0627\u0644\u0625\u0639\u062f\u0627\u062f \u0645\u0632\u0639\u062c\u060c \u0644\u0643\u0646\u0647 \u064a\u0639\u0645\u0644.<\/p>\n<p><strong>\u0627\u0634\u062a\u0631\u0650 \u0647\u0630\u0647 \u0627\u0644\u0628\u0637\u0627\u0642\u0629 \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0628\u062d\u062b \u0639\u0646:<\/strong> \u0644\u062f\u064a\u0643 $700 \u0644\u0644\u0625\u0646\u0641\u0627\u0642\u060c \u0648\u062a\u0631\u063a\u0628 \u0641\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062c\u0647\u0632\u0629 LLM \u0627\u0644\u0645\u062d\u0644\u064a\u0629\u060c \u0648\u062a\u0631\u062a\u0627\u062d \u0644\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u0633\u062a\u0639\u0645\u0644\u0629.<\/p>\n<p><strong>\u062a\u062e\u0637\u064a \u0625\u0630\u0627:<\/strong> \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0623\u062c\u0647\u0632\u0629 \u062c\u062f\u064a\u062f\u0629 \u0645\u0639 \u0636\u0645\u0627\u0646 \u0623\u0648 \u0623\u0646 \u062c\u0647\u0627\u0632 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0627\u0644\u062e\u0627\u0635 \u0628\u0643 \u0644\u062f\u064a\u0647 \u0642\u064a\u0648\u062f \u0636\u064a\u0642\u0629 \u0639\u0644\u0649 \u0627\u0644\u0637\u0627\u0642\u0629\/\u0627\u0644\u0645\u0633\u0627\u062d\u0629.<\/p>\n<h3>4. RTX 3060 12 GB - \u0639\u0642\u0627\u0631 RTX 3060 12 GB - \u0639\u0642\u0627\u0631 \u0627\u0644\u0628\u0648\u0627\u0628\u0629<\/h3>\n<div class=\"convly-specs\">\n<div><strong>VRAM<\/strong><span>12 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0630\u0627\u0643\u0631\u0629 GDDR6<\/span><\/div>\n<div><strong>\u0639\u0631\u0636 \u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u062a\u0631\u062f\u062f\u064a (Bandwidth)<\/strong><span>360 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a\/\u062b\u0627\u0646\u064a\u0629<\/span><\/div>\n<div><strong>\u0627\u0644\u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0627\u0644\u062d\u0631\u0627\u0631\u064a \u0627\u0644\u0623\u0642\u0635\u0649 (TDP)<\/strong><span>170 \u0648\u0627\u0637<\/span><\/div>\n<div><strong>\u0627\u0644\u0633\u0639\u0631 \u0627\u0644\u062c\u062f\u064a\u062f<\/strong><span>$280<\/span><\/div>\n<div><strong>Llama 3 \u0628\u062d\u062c\u0645 8 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0644\u0645\u0629 \u0648\u0628\u062a\u0631\u0645\u064a\u0632 Q4<\/strong><span>48 \u0645\u0639\u0627\u0644\u062c\u0629\/\u062b\u0627\u0646\u064a\u0629<\/span><\/div>\n<div><strong>\u0644\u0627\u0645\u0627 3 8 \u0628 8 \u0633 8<\/strong><span>32 \u062a\u0631\u062c\u0645\u0629\/\u062b\u0627\u0646\u064a\u0629<\/span><\/div>\n<\/div>\n<p>\u0628\u0639\u062f \u062e\u0645\u0633 \u0633\u0646\u0648\u0627\u062a \u0645\u0646 \u0627\u0644\u0625\u0635\u062f\u0627\u0631\u060c \u0644\u0627 \u062a\u0632\u0627\u0644 \u0628\u0637\u0627\u0642\u0629 3060 \u0628\u0633\u0639\u0629 12 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0642\u064a\u062f \u0627\u0644\u0625\u0646\u062a\u0627\u062c \u0648\u0644\u0627 \u062a\u0632\u0627\u0644 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0627\u0644\u0635\u062d\u064a\u062d\u0629 \u0639\u0644\u0649 \u0633\u0624\u0627\u0644 \u201c\u0643\u064a\u0641 \u0623\u0628\u062f\u0623 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u201d\u0644\u0627\u0645\u0627 3\" \u0627\u0644\u0645\u062d\u0644\u064a\u0629 \u0628\u0623\u0631\u062e\u0635 \u0633\u0639\u0631 \u0645\u0645\u0643\u0646\u061f \u0627\u062b\u0646\u0627 \u0639\u0634\u0631 \u063a\u064a\u063a\u0627\u0628\u0627\u064a\u062a \u062a\u0643\u0641\u064a \u0644\u0623\u064a \u0637\u0631\u0627\u0632 \u0645\u0646 \u0641\u0626\u0629 7-13B \u0641\u064a \u0627\u0644\u0643\u0648\u0627\u0646\u062a\u0627\u062a \u0627\u0644\u0635\u0644\u0628\u0629\u060c \u0648\u062a\u0639\u0645\u0644 \u0628\u0637\u0627\u0642\u0629 LLAMA 3 8B \u0628\u0633\u0631\u0639\u0629 48 \u062a\/\u062b\u0627\u0646\u064a\u0629 (\u0623\u0633\u0631\u0639 \u0645\u0645\u0627 \u062a\u0642\u0631\u0623)\u060c \u0648\u062a\u0628\u0644\u063a \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0628\u0637\u0627\u0642\u0629 \u0628\u0623\u0643\u0645\u0644\u0647\u0627 $280 \u062c\u062f\u064a\u062f\u0629.<\/p>\n<p>\u0645\u0627 \u062a\u062a\u062e\u0644\u0649 \u0639\u0646\u0647: \u0623\u064a \u0634\u064a\u0621 30B+. \u0644\u0646 \u062a\u064f\u0634\u063a\u0650\u0651\u0644 \u0648\u062d\u062f\u0629 3060 \u0648\u062d\u062f\u0629 Llama 3 70B \u0628\u0633\u0631\u0639\u0629 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0623\u064a \u062a\u0643\u0645\u064a\u0645. \u0625\u0646\u0647\u0627 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u0627\u062a \u201c\u0637\u0631\u0627\u0632 \u0635\u063a\u064a\u0631\u201d \u0628\u0642\u0648\u0629.<\/p>\n<p><strong>\u0627\u0634\u062a\u0631\u0650 \u0647\u0630\u0647 \u0627\u0644\u0628\u0637\u0627\u0642\u0629 \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0628\u062d\u062b \u0639\u0646:<\/strong> \u0643\u0646\u062a \u062c\u062f\u064a\u062f\u064b\u0627 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646 \u0627\u0644\u0645\u062d\u0644\u064a \u0648\u062a\u0631\u064a\u062f \u0623\u0646 \u062a\u062a\u0639\u0644\u0645 \u0642\u0628\u0644 \u0627\u0644\u0627\u0644\u062a\u0632\u0627\u0645 \u0628\u0640 $1,000+.<\/p>\n<p><strong>\u062a\u062e\u0637\u064a \u0625\u0630\u0627:<\/strong> \u0623\u0646\u062a \u062a\u0639\u0644\u0645 \u0628\u0627\u0644\u0641\u0639\u0644 \u0623\u0646\u0643 \u062a\u0631\u064a\u062f \u062a\u0634\u063a\u064a\u0644 \u0637\u0631\u0627\u0632\u0627\u062a \u0641\u0626\u0629 70B.<\/p>\n<h3>5. \u0631\u0627\u062f\u064a\u0648\u0646 Radeon RX 7900 XTX - \u062d\u0644 \u0648\u0633\u0637 \u0645\u0646 AMD<\/h3>\n<div class=\"convly-specs\">\n<div><strong>VRAM<\/strong><span>24 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a GDDR6<\/span><\/div>\n<div><strong>\u0639\u0631\u0636 \u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u062a\u0631\u062f\u062f\u064a (Bandwidth)<\/strong><span>960 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a\/\u062b\u0627\u0646\u064a\u0629<\/span><\/div>\n<div><strong>\u0627\u0644\u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0627\u0644\u062d\u0631\u0627\u0631\u064a \u0627\u0644\u0623\u0642\u0635\u0649 (TDP)<\/strong><span>355 \u0648\u0627\u0637<\/span><\/div>\n<div><strong>\u0627\u0644\u0633\u0639\u0631 \u0627\u0644\u062c\u062f\u064a\u062f<\/strong><span>$900<\/span><\/div>\n<div><strong>Llama 3 \u0628\u062d\u062c\u0645 8 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0644\u0645\u0629 \u0648\u0628\u062a\u0631\u0645\u064a\u0632 Q4<\/strong><span>98 \u0631\/\u062b (ROCm)<\/span><\/div>\n<div><strong>\u0644\u064a\u0645\u0651\u0627 3 \u0628\u062d\u062c\u0645 70 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0644\u064e\u0651\u0645\u0629 \u0648\u0628\u062a\u0631\u0645\u064a\u0632 Q4<\/strong><span>13.6 \u0637\u0646\/\u062b\u0627\u0646\u064a\u0629 (ROCm)<\/span><\/div>\n<\/div>\n<p>\u0623\u0635\u0628\u062d ROCm 6.3 + 7900 XTX \u0623\u062e\u064a\u0631\u064b\u0627 \u062c\u064a\u062f\u064b\u0627 \u0628\u0645\u0627 \u0641\u064a\u0647 \u0627\u0644\u0643\u0641\u0627\u064a\u0629 \u0641\u064a 2026 \u0628\u062d\u064a\u062b \u062a\u0643\u0648\u0646 \u0647\u0630\u0647 \u062a\u0648\u0635\u064a\u0629 \u062d\u0642\u064a\u0642\u064a\u0629 \u0648\u0644\u064a\u0633\u062a \u062a\u062d\u0648\u0637\u064b\u0627. \u0633\u062a\u062d\u0635\u0644 \u0639\u0644\u0649 24 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0630\u0627\u0643\u0631\u0629 VRAM \u0628\u0633\u0639\u0629 24 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0641\u064a $900 \u062c\u062f\u064a\u062f\u0629\u060c \u0648\u0623\u062f\u0627\u0621 \u064a\u062a\u0631\u0627\u0648\u062d \u062a\u0642\u0631\u064a\u0628\u064b\u0627 \u0628\u064a\u0646 3090 \u06484090\u060c \u0648\u062f\u0639\u0645 PyTorch + llama.cpp \u0627\u0644\u0643\u0627\u0645\u0644.<\/p>\n<p>\u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0644\u0627 \u064a\u0632\u0627\u0644 \u0627\u0644\u0627\u062d\u062a\u0643\u0627\u0643 \u062d\u0642\u064a\u0642\u064a\u064b\u0627. \u0644\u0627 \u062a\u0639\u0645\u0644 \u0628\u0639\u0636 \u0627\u0644\u0623\u0637\u0631 (TensorRT-LLM\u060c \u0648\u0628\u0639\u0636 \u0645\u062d\u0631\u0643\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 CUDA \u0641\u0642\u0637\u060c \u0648\u0628\u0639\u0636 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0628\u062d\u062b\u064a\u0629). \u062a\u0633\u062a\u0647\u062f\u0641 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0627\u0644\u0628\u062d\u062b\u064a\u0629 \u0627\u0644\u0645\u062a\u0637\u0648\u0631\u0629 CUDA \u0623\u0648\u0644\u064b\u0627\u061b \u0648\u064a\u062a\u0628\u0639\u0647\u0627 \u062f\u0639\u0645 AMD \u0628\u0639\u062f \u0623\u0633\u0627\u0628\u064a\u0639 \u0623\u0648 \u0623\u0634\u0647\u0631.<\/p>\n<p><strong>\u0627\u0634\u062a\u0631\u0650 \u0647\u0630\u0647 \u0627\u0644\u0628\u0637\u0627\u0642\u0629 \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0628\u062d\u062b \u0639\u0646:<\/strong> \u0644\u062f\u064a\u0643 \u0627\u0639\u062a\u0631\u0627\u0636 \u0639\u0642\u0627\u0626\u062f\u064a \u0639\u0644\u0649 Nvidia\u060c \u0623\u0648 \u0623\u0646\u0643 \u062d\u0633\u0627\u0633 \u0644\u0644\u0633\u0639\u0631 \u0648\u0644\u0643\u0646\u0643 \u062a\u0631\u064a\u062f \u062c\u0647\u0627\u0632\u064b\u0627 \u062c\u062f\u064a\u062f\u064b\u0627 \u0645\u0639 \u0627\u0644\u0636\u0645\u0627\u0646\u060c \u0623\u0648 \u0644\u062f\u064a\u0643 \u0628\u0627\u0644\u0641\u0639\u0644 \u0628\u0646\u064a\u0629 AMD \u062b\u0642\u064a\u0644\u0629.<\/p>\n<p><strong>\u062a\u062e\u0637\u064a \u0625\u0630\u0627:<\/strong> \u062a\u0631\u064a\u062f \u0639\u062f\u0645 \u0627\u0644\u0627\u062d\u062a\u0643\u0627\u0643 \u0623\u0648 \u0625\u062c\u0631\u0627\u0621 \u0628\u062d\u062b \u0645\u0639 \u0625\u0635\u062f\u0627\u0631\u0627\u062a \u0627\u0644\u0637\u0631\u0627\u0632\u0627\u062a \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u062a\u0645\u0627\u0645\u064b\u0627.<\/p>\n<h3>6. Apple M4 \u0645\u0627\u0643\u0633 (Mac Studio \/ MacBook Pro) - \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0645\u0648\u062d\u062f\u0629<\/h3>\n<div class=\"convly-specs\">\n<div><strong>\u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0645\u0648\u062d\u062f\u0629<\/strong><span>\u062d\u062a\u0649 128 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/span><\/div>\n<div><strong>\u0639\u0631\u0636 \u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u062a\u0631\u062f\u062f\u064a (Bandwidth)<\/strong><span>546 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a\/\u062b\u0627\u0646\u064a\u0629<\/span><\/div>\n<div><strong>\u0627\u0644\u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0627\u0644\u062d\u0631\u0627\u0631\u064a \u0627\u0644\u0623\u0642\u0635\u0649 (TDP)<\/strong><span>~75 W<\/span><\/div>\n<div><strong>\u0627\u0644\u0633\u0639\u0631 \u0627\u0644\u062c\u062f\u064a\u062f<\/strong><span>$3,499-4,999 (Mac Studio)<\/span><\/div>\n<div><strong>\u0644\u0627\u0645\u0627 3 8 \u0628 8 \u0628 Q4 (MLX)<\/strong><span>78 \u0645\u0639\u0644\u064e\u0651\u0645\u0629\/\u062b\u0627\u0646\u064a\u0629<\/span><\/div>\n<div><strong>\u0644\u0627\u0645\u0627 3 70B 70B Q4 (MLX)<\/strong><span>9.4 \u0645\u0639\u0644\u064e\u0651\u0645\u0629\/\u062b\u0627\u0646\u064a\u0629<\/span><\/div>\n<\/div>\n<p>\u0625\u0646 M4 Max \u0644\u064a\u0633 \u0633\u0631\u064a\u0639\u064b\u0627 \u0641\u064a \u0643\u0644 \u0631\u0645\u0632 \u0645\u0642\u0627\u0631\u0646\u0629\u064b \u0628\u0640 Nvidia. \u0645\u0627 \u0644\u062f\u064a\u0647 \u0647\u0648 <strong>\u0630\u0627\u0643\u0631\u0629 \u0644\u0627 \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u064a\u0647\u0627 \u0641\u064a \u0623\u064a \u0645\u0643\u0627\u0646 \u0622\u062e\u0631 \u0628\u0623\u0633\u0639\u0627\u0631 \u0627\u0644\u0645\u0633\u062a\u0647\u0644\u0643\u064a\u0646<\/strong>. \u064a\u0633\u062a\u0648\u0639\u0628 \u062c\u0647\u0627\u0632 M4 Max \u0633\u0639\u0629 128 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0628\u0633\u0639\u0627\u062f\u0629 Llama 3 405B \u0641\u064a Q4 - \u0648\u0647\u0648 \u0623\u0645\u0631 \u0644\u0627 \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0641\u0639\u0644\u0647 \u062c\u0647\u0627\u0632 RTX 5090 \u0648\u0627\u062d\u062f.<\/p>\n<p>\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644\u064a \u0627\u0644\u062b\u0642\u064a\u0644 \u062d\u064a\u062b \u062a\u0647\u062a\u0645 \u0628\u062d\u062c\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0623\u0643\u062b\u0631 \u0645\u0646 \u0627\u0644\u0633\u0631\u0639\u0629 (\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u0644\u0637\u0648\u064a\u0644\u0629\u060c \u0648\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0648\u0643\u0644\u0627\u0621\u060c \u0648\u0627\u0644\u0623\u0628\u062d\u0627\u062b)\u060c \u0641\u0625\u0646 M4 Max \u0647\u0648 \u0627\u0644\u0623\u062f\u0627\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u062d\u0642\u064b\u0627. \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u062a\u062f\u0631\u064a\u0628\u060c \u0623\u0648 \u0627\u0644\u0636\u0628\u0637 \u0627\u0644\u062f\u0642\u064a\u0642\u060c \u0623\u0648 \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0635\u0648\u0631\u060c \u0623\u0648 \u0623\u064a \u0633\u064a\u0631 \u0639\u0645\u0644 \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0628\u0631\u0646\u0627\u0645\u062c CUDA \u0641\u0642\u0637\u060c \u0641\u0647\u0648 \u062e\u064a\u0627\u0631 \u0645\u062d\u0628\u0637.<\/p>\n<p><strong>\u0627\u0634\u062a\u0631\u0650 \u0647\u0630\u0647 \u0627\u0644\u0628\u0637\u0627\u0642\u0629 \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0628\u062d\u062b \u0639\u0646:<\/strong> \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u0634\u063a\u064a\u0644 \u0623\u0643\u062b\u0631 \u0645\u0646 100B \u0645\u062d\u0644\u064a\u064b\u0627\u060c \u0623\u0648 \u0623\u0646\u0643 \u062a\u0639\u064a\u0634 \u0641\u064a \u0646\u0638\u0627\u0645 Mac \u0627\u0644\u0628\u064a\u0626\u064a\u060c \u0623\u0648 \u0623\u0646\u0643 \u062a\u0642\u062f\u0631 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0635\u0627\u0645\u062a.<\/p>\n<p><strong>\u062a\u062e\u0637\u064a \u0625\u0630\u0627:<\/strong> \u062a\u0642\u0648\u0645 \u0628\u0636\u0628\u0637 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0623\u0648 \u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0635\u0648\u0631 \u0623\u0648 \u0623\u0646 \u064a\u0643\u0648\u0646 \u062d\u062c\u0645 LLM \u0627\u0644\u064a\u0648\u0645\u064a \u0623\u0642\u0644 \u0645\u0646 70B (\u0623\u0646\u062a \u062a\u062f\u0641\u0639 \u0645\u0642\u0627\u0628\u0644 \u0630\u0627\u0643\u0631\u0629 \u0644\u0627 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u064a\u0647\u0627).<\/p>\n<h3>7. RTX 5070 Ti \/ RTX 5080 \u2014 the middle that doesn&#8217;t work<\/h3>\n<div class=\"convly-specs\">\n<div><strong>VRAM<\/strong><span>16 \u062c\u064a\u062c\u0627 \u0628\u0627\u064a\u062a GDDR7 (\u0643\u0644\u0627\u0647\u0645\u0627)<\/span><\/div>\n<div><strong>\u0639\u0631\u0636 \u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u062a\u0631\u062f\u062f\u064a (Bandwidth)<\/strong><span>896\/960 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a\/\u062b\u0627\u0646\u064a\u0629<\/span><\/div>\n<div><strong>\u0627\u0644\u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0627\u0644\u062d\u0631\u0627\u0631\u064a \u0627\u0644\u0623\u0642\u0635\u0649 (TDP)<\/strong><span>300 \/ 360 W<\/span><\/div>\n<div><strong>\u0627\u0644\u0633\u0639\u0631 \u0627\u0644\u0645\u0648\u0635\u0649 \u0628\u0647 \u0645\u0646 \u0627\u0644\u0634\u0631\u0643\u0629 \u0627\u0644\u0645\u0635\u0646\u0650\u0651\u0639\u0629 (MSRP)<\/strong><span>$749 \/ $999<\/span><\/div>\n<\/div>\n<p>\u0643\u0644\u062a\u0627 \u0627\u0644\u0628\u0637\u0627\u0642\u062a\u064a\u0646 \u0633\u0631\u064a\u0639\u062a\u0627\u0646 \u0648\u062d\u062f\u064a\u062b\u062a\u0627\u0646\u060c \u0648\u0644\u0643\u0646 16 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0648\u0627\u0642\u0639 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a \u0641\u064a 2026 \u0647\u0648 \u0631\u0642\u0645 \u063a\u064a\u0631 \u0645\u0644\u0627\u0626\u0645 \u0644\u0637\u0631\u0627\u0632\u0627\u062a LLM. \u0623\u0643\u062b\u0631 \u0645\u0646 \u0627\u0644\u0644\u0627\u0632\u0645 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0637\u0631\u0627\u0632\u0627\u062a 7B (\u0645\u0628\u0627\u0644\u063a\u0629)\u060c \u0648\u0623\u0642\u0644 \u0645\u0646 \u0627\u0644\u0644\u0627\u0632\u0645 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0640 70B (\u0644\u0646 \u062a\u062a\u0633\u0639 \u0644\u0623\u064a \u0643\u0645\u064a\u0629 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645). \u0625\u0646\u0647\u0627 \u062a\u0635\u0646\u0639 \u0628\u0637\u0627\u0642\u0627\u062a \u0631\u0627\u0626\u0639\u0629 \u0644\u0644\u0623\u0644\u0639\u0627\u0628 + \u0628\u0637\u0627\u0642\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062e\u0641\u064a\u0641\u0629\u060c \u0648\u0644\u0643\u0646 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0628\u0637\u0627\u0642\u0627\u062a LLM \u0627\u0644\u0645\u062d\u0644\u064a\u0629 \u0647\u064a \u0623\u0648\u0644\u0648\u064a\u062a\u0643\u060c \u0641\u0645\u0646 \u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 3090 \u0645\u0633\u062a\u0639\u0645\u0644\u0629 ($700\u060c 24 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a) \u0623\u0648 4090 \u0645\u0633\u062a\u0639\u0645\u0644\u0629 ($1200\u060c 24 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a).<\/p>\n<p><strong>\u0627\u0634\u062a\u0631\u0650 \u0647\u0630\u0647 \u0627\u0644\u0628\u0637\u0627\u0642\u0629 \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0628\u062d\u062b \u0639\u0646:<\/strong> \u0643\u0646\u062a \u0644\u0627\u0639\u0628\u064b\u0627 \u064a\u0631\u064a\u062f \u0623\u064a\u0636\u064b\u0627 \u0627\u0644\u0639\u0628\u062b \u0645\u0639 \u0635\u063a\u0627\u0631 \u0627\u0644\u0644\u0627\u0639\u0628\u064a\u0646.<\/p>\n<p><strong>\u062a\u062e\u0637\u064a \u0625\u0630\u0627:<\/strong> \u0627\u0633\u062a\u062f\u0644\u0627\u0644 LLM \u0627\u0644\u0645\u062d\u0644\u064a \u0647\u0648 \u062d\u0627\u0644\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0643 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Comparison_table\"><\/span>\u062c\u062f\u0648\u0644 \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<table class=\"convly-vs\">\n<thead>\n<tr>\n<th>\u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u064a\u0627\u062a (GPU)<\/th>\n<th>VRAM<\/th>\n<th>L3 8B 8B Q4 \u0631\/\u0633<\/th>\n<th>L3 70B 70B Q4 t4 t\/s<\/th>\n<th>\u0633\u0639\u0631 \u0627\u0644\u0634\u0627\u0631\u0639<\/th>\n<th>\u0627\u0644\u062d\u0643\u0645 \u0627\u0644\u0646\u0647\u0627\u0626\u064a<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>RTX 5090<\/td>\n<td>32 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/td>\n<td>168<\/td>\n<td>22.1<\/td>\n<td>$2,400<\/td>\n<td>\u0627\u0644\u0623\u0641\u0636\u0644 \u0625\u0630\u0627 \u0643\u0646\u062a \u0628\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 32 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/td>\n<\/tr>\n<tr>\n<td>RTX 4090<\/td>\n<td>24 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/td>\n<td>122<\/td>\n<td>16.4<\/td>\n<td>$1,300<\/td>\n<td><strong>\u0627\u0644\u0623\u0641\u0636\u0644 \u0625\u062c\u0645\u0627\u0644\u0627\u064b<\/strong><\/td>\n<\/tr>\n<tr>\n<td>RTX 3090<\/td>\n<td>24 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/td>\n<td>92<\/td>\n<td>11.2<\/td>\n<td>$700<\/td>\n<td><strong>\u0623\u0641\u0636\u0644 \u0642\u064a\u0645\u0629<\/strong><\/td>\n<\/tr>\n<tr>\n<td>2\u00d7 RTX 3090<\/td>\n<td>48 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/td>\n<td>87<\/td>\n<td>14.8<\/td>\n<td>$1,400<\/td>\n<td>\u0623\u0641\u0636\u0644 \u0628\u0646\u064a\u0629 48 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/td>\n<\/tr>\n<tr>\n<td>RX 7900 XTX<\/td>\n<td>24 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/td>\n<td>98<\/td>\n<td>13.6<\/td>\n<td>$900<\/td>\n<td>\u0627\u062e\u062a\u064a\u0627\u0631 AMD (ROCm)<\/td>\n<\/tr>\n<tr>\n<td>\u0625\u06454 \u0645\u0627\u0643\u0633 \u0628\u0633\u0639\u0629 128 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/td>\n<td>128 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/td>\n<td>78<\/td>\n<td>9.4<\/td>\n<td>$4,999<\/td>\n<td>\u0644\u0637\u0631\u0627\u0632\u0627\u062a 100B+<\/td>\n<\/tr>\n<tr>\n<td>M4 \u0645\u0627\u0643\u0633 64 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/td>\n<td>64 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/td>\n<td>78<\/td>\n<td>9.4<\/td>\n<td>$3,499<\/td>\n<td>\u062e\u064a\u0627\u0631 Mac \u0627\u0644\u0647\u0627\u062f\u0626<\/td>\n<\/tr>\n<tr>\n<td>RTX 5080<\/td>\n<td>16 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/td>\n<td>118<\/td>\n<td>\u063a\u064a\u0631 \u0645\u062a\u0627\u062d<\/td>\n<td>$999<\/td>\n<td>\u0627\u0644\u062a\u062e\u0637\u064a \u0644\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646<\/td>\n<\/tr>\n<tr>\n<td>RTX 5070 Ti<\/td>\n<td>16 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/td>\n<td>104<\/td>\n<td>\u063a\u064a\u0631 \u0645\u062a\u0627\u062d<\/td>\n<td>$749<\/td>\n<td>\u0627\u0644\u062a\u062e\u0637\u064a \u0644\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u0627\u0644\u0642\u0627\u0646\u0648\u0646<\/td>\n<\/tr>\n<tr>\n<td>RTX 3060 \u0628\u0633\u0639\u0629 12 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/td>\n<td>12 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/td>\n<td>48<\/td>\n<td>\u063a\u064a\u0631 \u0645\u062a\u0627\u062d<\/td>\n<td>$280<\/td>\n<td><strong>\u0623\u0641\u0636\u0644 \u062f\u062e\u0648\u0644<\/strong><\/td>\n<\/tr>\n<tr>\n<td>\u0627\u0644\u0642\u0648\u0633 B580<\/td>\n<td>12 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/td>\n<td>38<\/td>\n<td>\u063a\u064a\u0631 \u0645\u062a\u0627\u062d<\/td>\n<td>$249<\/td>\n<td>\u0645\u0642\u0627\u0645\u0631\u0629 \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><span class=\"ez-toc-section\" id=\"Software_stack_youll_actually_use\"><\/span>\u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u062a\u064a \u0633\u062a\u0633\u062a\u062e\u062f\u0645\u0647\u0627 \u0628\u0627\u0644\u0641\u0639\u0644<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0623\u064a\u0627\u064b \u0643\u0627\u0646\u062a \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062e\u062a\u0627\u0631\u0647\u0627\u060c \u0641\u0642\u062f \u062a\u0645 \u062f\u0645\u062c \u0643\u0648\u0645\u0629 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0641\u064a 2026 \u062d\u0648\u0644 \u062b\u0644\u0627\u062b\u0629 \u062e\u064a\u0627\u0631\u0627\u062a:<\/p>\n<ul>\n<li><strong><a href=\"https:\/\/ollama.com\/\" target=\"_blank\" rel=\"noopener\">Ollama<\/a><\/strong> - \u0623\u0633\u0647\u0644 \u0625\u0639\u062f\u0627\u062f\u060c \u0639\u062f\u062f \u0623\u0642\u0644 \u0645\u0646 \u0627\u0644\u0645\u0642\u0627\u0628\u0636. \u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640 \u201c\u0623\u0631\u064a\u062f \u0641\u0642\u0637 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0645\u0639 \u0644\u0627\u0645\u0627 3\u201d.\u201d<\/li>\n<li><strong><a href=\"https:\/\/lmstudio.ai\/\" target=\"_blank\" rel=\"noopener\">LM Studio<\/a><\/strong> - \u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0631\u0633\u0648\u0645\u064a\u0629 \u0645\u0639 \u0645\u062a\u0635\u0641\u062d \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u062a\u062a\u064a\u062d \u0644\u0643 \u0636\u0628\u0637 \u0625\u0644\u063a\u0627\u0621 \u062a\u062d\u0645\u064a\u0644 \u0627\u0644\u0637\u0628\u0642\u0627\u062a\u060c \u0648\u062a\u0642\u0633\u064a\u0645 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a\u060c \u0648\u062d\u062c\u0645 \u0627\u0644\u0633\u064a\u0627\u0642. \u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640 \u201c\u0623\u0646\u0627 \u0623\u062e\u062a\u0628\u0631 \u0645\u0627 \u064a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0623\u062c\u0647\u0632\u062a\u064a.\u201d<\/li>\n<li><strong><a href=\"https:\/\/github.com\/ggerganov\/llama.cpp\" target=\"_blank\" rel=\"noopener\">llama.cpp<\/a><\/strong> + <strong>\u0641\u064a \u0625\u0644 \u0625\u0644 \u0625\u0645<\/strong> + <strong>\u0625\u0643\u0633\u064a\u0644\u0627\u0645\u0627\u0641 2<\/strong> - \u0633\u0637\u0631 \u0627\u0644\u0623\u0648\u0627\u0645\u0631\u060c \u0648\u0623\u0642\u0635\u0649 \u0642\u062f\u0631 \u0645\u0646 \u0627\u0644\u0623\u062f\u0627\u0621\u060c \u0648\u062a\u062d\u0643\u0645 \u0623\u0639\u0645\u0642. \u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0646\u0634\u0631 \u0627\u0644\u0625\u0646\u062a\u0627\u062c \u0648\u0642\u064a\u0627\u0633 \u0627\u0644\u0623\u062f\u0627\u0621.<\/li>\n<\/ul>\n<p>\u0645\u0633\u062a\u062e\u062f\u0645\u0648 CUDA \u0644\u062f\u064a\u0647\u0645 \u0627\u0644\u0637\u0631\u064a\u0642 \u0627\u0644\u0623\u0633\u0647\u0644\u061b \u0643\u0644 \u0634\u064a\u0621 \u064a\u0639\u0645\u0644. \u0645\u0633\u062a\u062e\u062f\u0645\u0648 ROCm \u064a\u0633\u062a\u0647\u062f\u0641\u0648\u0646 llama.cpp \u0648 Ollama (\u0643\u0644\u0627\u0647\u0645\u0627 \u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0643\u0627\u0645\u0644). \u0645\u0633\u062a\u062e\u062f\u0645\u0648 Apple Silicon \u0644\u062f\u064a\u0647\u0645 <strong>MLX<\/strong> (\u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0623\u0635\u0644\u064a \u0645\u0646 Apple) \u0627\u0644\u0630\u064a \u0623\u0635\u0628\u062d \u0627\u0644\u0622\u0646 \u0623\u0633\u0631\u0639 \u0645\u0646 llama.cpp.cpp Metal \u0641\u064a \u0639\u0627\u0645 2026.<\/p>\n<p>\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0625\u0644\u0649 VRAM \u0644\u064a\u0633 \u0644\u062f\u064a\u0643, <strong>\u0625\u0644\u063a\u0627\u0621 \u062a\u062d\u0645\u064a\u0644 \u0648\u062d\u062f\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629<\/strong> \u064a\u062a\u064a\u062d \u0644\u0643 \u201c\u0627\u0633\u062a\u0639\u0627\u0631\u0629\u201d \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a \u0644\u0644\u0646\u0638\u0627\u0645 \u0628\u0639\u0642\u0648\u0628\u0629 \u0633\u0631\u0639\u0629 \u0643\u0628\u064a\u0631\u0629 (\u0623\u0628\u0637\u0623 10 \u0623\u0636\u0639\u0627\u0641 \u0623\u0648 \u0623\u0633\u0648\u0623). \u0645\u0641\u064a\u062f\u0629 \u0644\u062a\u0634\u063a\u064a\u0644 \u0637\u0631\u0627\u0632 \u0644\u0627 \u064a\u0645\u0643\u0646\u0643 \u0645\u0644\u0627\u0621\u0645\u062a\u0647 \u062a\u0645\u0627\u0645\u064b\u0627\u060c \u0648\u0645\u0624\u0644\u0645\u0629 \u0643\u0633\u0627\u0626\u0642 \u064a\u0648\u0645\u064a.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Pros_and_cons_quick_view\"><\/span>\u0646\u0638\u0631\u0629 \u0633\u0631\u064a\u0639\u0629 \u0639\u0644\u0649 \u0627\u0644\u0625\u064a\u062c\u0627\u0628\u064a\u0627\u062a \u0648\u0627\u0644\u0633\u0644\u0628\u064a\u0627\u062a<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div class=\"convly-procons\">\n<div class=\"pros\">\n<h4>\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0634\u0631\u0627\u0621 \u0627\u0644\u0645\u0633\u062a\u0639\u0645\u0644\u0629 3090\/4090 \u0627\u0644\u0645\u0633\u062a\u0639\u0645\u0644\u0629<\/h4>\n<ul>\n<li>\u0623\u0641\u0636\u0644 \u0630\u0627\u0643\u0631\u0629 \u0648\u0635\u0648\u0644 \u0639\u0634\u0648\u0627\u0626\u064a \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0644\u0643\u0644 \u062f\u0648\u0644\u0627\u0631 \u0641\u064a 2026<\/li>\n<li>\u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u0631\u0627\u0645\u062c CUDA \u0643\u0627\u0645\u0644\u0629 + \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u0631\u0627\u0645\u062c \u0646\u0627\u0636\u062c\u0629<\/li>\n<li>\u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u0628\u064a\u0639 \u0628\u0634\u0643\u0644 \u062c\u064a\u062f - \u0627\u0644\u062e\u0633\u0627\u0626\u0631 \u0645\u062d\u062f\u0648\u062f\u0629<\/li>\n<li>\u0625\u0646 \u0625\u0646\u0634\u0627\u0621\u0627\u062a \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629 (GPU) \u0648\u0627\u0636\u062d\u0629 \u0648\u0645\u0628\u0627\u0634\u0631\u0629<\/li>\n<\/ul>\n<\/div>\n<div class=\"cons\">\n<h4>\u0627\u0644\u0645\u0641\u0627\u0636\u0644\u0627\u062a<\/h4>\n<ul>\n<li>\u0644\u0627 \u064a\u0648\u062c\u062f \u0636\u0645\u0627\u0646 \u0645\u0646 \u0627\u0644\u0634\u0631\u0643\u0629 \u0627\u0644\u0645\u0635\u0646\u0639\u0629<\/li>\n<li>\u0645\u062e\u0627\u0637\u0631 \u0628\u0637\u0627\u0642\u0629 \u0627\u0644\u062a\u0639\u062f\u064a\u0646 \u0639\u0644\u0649 3090s<\/li>\n<li>\u0633\u062d\u0628 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ROCm \u0639\u0644\u0649 7900 XTX \u0641\u064a \u0639\u0627\u0645 2026. \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u062a\u062f\u0631\u064a\u0628\u060c \u062c\u0632\u0626\u064a\u064b\u0627 - \u064a\u0639\u0645\u0644 PyTorch \u0641\u064a \u0645\u0639\u0638\u0645 \u0627\u0644\u062d\u0627\u0644\u0627\u062a\u060c \u0644\u0643\u0646 \u0644\u0627 \u062a\u0632\u0627\u0644 \u0627\u0644\u0623\u0648\u0631\u0627\u0642 \u0627\u0644\u0628\u062d\u062b\u064a\u0629 \u0627\u0644\u0645\u062a\u0637\u0648\u0631\u0629 \u062a\u0634\u062d\u0646 \u0643\u0648\u062f CUDA \u0641\u0642\u0637 \u0627\u0644\u0630\u064a \u064a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0646\u0642\u0644. \u0625\u0630\u0627 \u0643\u0627\u0646 \u0633\u064a\u0631 \u0639\u0645\u0644\u0643 \u0647\u0648 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 + \u0627\u0644\u0636\u0628\u0637 \u0627\u0644\u062f\u0642\u064a\u0642 \u0645\u0646 \u062d\u064a\u0646 \u0644\u0622\u062e\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062f\u0648\u0627\u062a \u0631\u0627\u0633\u062e\u0629\u060c \u0641\u0625\u0646 AMD \u062e\u064a\u0627\u0631 \u062d\u0642\u064a\u0642\u064a.<\/p>\n<h3>\u0647\u0644 \u0623\u062d\u062a\u0627\u062c \u0625\u0644\u0649 NVLink \u0644\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0639\u0644\u0649 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 LLM \u0645\u062a\u0639\u062f\u062f\u0629 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 LLM\u061f<\/h3>\n<p>\u0644\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u062e\u0627\u0644\u0635\u060c \u0644\u0627 - \u0644\u0627 \u0628\u0623\u0633 \u0628 PCIe. \u064a\u0633\u0627\u0639\u062f NVLink \u0641\u064a \u0627\u0644\u063a\u0627\u0644\u0628 \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0639\u0646\u062f\u0645\u0627 \u062a\u0642\u0648\u0645 \u0628\u0628\u062b \u0646\u0645\u0648\u0630\u062c \u0639\u0628\u0631 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0623\u062b\u0646\u0627\u0621 \u062a\u0645\u0631\u064a\u0631 \u0623\u0645\u0627\u0645\u064a \u0648\u0627\u062d\u062f. \u0645\u0639\u0638\u0645 \u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u062a\u0639\u062f\u062f\u0629 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u062a\u0642\u0633\u0645 \u0627\u0644\u0637\u0628\u0642\u0627\u062a \u0639\u0628\u0631 \u0627\u0644\u0628\u0637\u0627\u0642\u0627\u062a\u060c \u0648\u0639\u0642\u0648\u0628\u0629 PCIe \u0644\u0627 \u062a\u064f\u0630\u0643\u0631.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Bottom_line\"><\/span>\u0627\u0644\u062e\u0644\u0627\u0635\u0629<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0645\u0639\u0638\u0645 \u0628\u0646\u0627\u0629 LLM \u0627\u0644\u0645\u062d\u0644\u064a\u064a\u0646 \u0641\u064a \u0639\u0627\u0645 2026\u060c \u0641\u0625\u0646 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0647\u064a <strong>\u0645\u0633\u062a\u062e\u062f\u0645 RTX 4090 \u0628\u0633\u0639\u0631 $ 1,200-1,400<\/strong>. \u0623\u0631\u0628\u0639\u0629 \u0648\u0639\u0634\u0631\u0648\u0646 \u063a\u064a\u063a\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 (VRAM)\u060c \u0648\u0630\u0627\u0643\u0631\u0629 \u0648\u0635\u0648\u0644 \u0639\u0634\u0648\u0627\u0626\u064a (VRAM) \u0643\u0627\u0645\u0644\u0629 CUDA\u060c \u0648\u0628\u0631\u0627\u0645\u062c \u062a\u0634\u063a\u064a\u0644 \u062a\u0645 \u0627\u062e\u062a\u0628\u0627\u0631\u0647\u0627 \u0641\u064a \u0627\u0644\u0645\u0639\u0627\u0631\u0643\u060c \u062a\u063a\u0637\u064a 901 \u062a\u064a\u0631\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0623\u0639\u0628\u0627\u0621 \u0627\u0644\u0639\u0645\u0644 \u062f\u0648\u0646 \u062a\u0641\u0643\u064a\u0631.<\/p>\n<p>\u0625\u0630\u0627 \u0643\u0627\u0646 $1,200 \u0623\u0643\u062b\u0631 \u0645\u0645\u0627 \u062a\u0631\u064a\u062f \u0625\u0646\u0641\u0627\u0642\u0647\u060c \u0641\u0627\u0646\u062a\u0642\u0644 \u0625\u0644\u0649 <strong>\u0645\u0633\u062a\u0639\u0645\u0644 RTX 3090 \u0641\u064a $700<\/strong> - \u0623\u0628\u0637\u0623\u060c \u0648\u0644\u0643\u0646 \u0628\u0646\u0641\u0633 \u0633\u0639\u0629 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u062a\u064a \u062a\u0628\u0644\u063a 24 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0648\u0646\u0641\u0633 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644.<\/p>\n<p>\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u062d\u062a\u0627\u062c \u0639\u0644\u0649 \u0648\u062c\u0647 \u0627\u0644\u062a\u062d\u062f\u064a\u062f \u0625\u0644\u0649 \u062a\u0634\u063a\u064a\u0644 70B \u0639\u0644\u0649 \u0648\u062c\u0647 \u0627\u0644\u062a\u062d\u062f\u064a\u062f \u0628\u062c\u0648\u062f\u0629 \u0639\u0627\u0644\u064a\u0629 \u0623\u0648 \u0625\u0646\u0634\u0627\u0621 \u0641\u064a\u062f\u064a\u0648 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0623\u0648 \u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0623\u0643\u0628\u0631 \u0645\u0646 13B\u060c \u0641\u0627\u0646\u062a\u0642\u0644 \u0625\u0644\u0649 <strong>RTX 5090<\/strong>. \u0647\u0630\u0627 $1,000 \u0627\u0644\u0625\u0636\u0627\u0641\u064a \u064a\u0634\u062a\u0631\u064a \u0644\u0643 8 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a (VRAM) \u0648\u064a\u0641\u062a\u062d \u0644\u0643 \u0623\u0639\u0628\u0627\u0621 \u0639\u0645\u0644 \u0644\u0627 \u064a\u0645\u0643\u0646 \u0644\u0640 4090 \u0623\u0646 \u062a\u0644\u0645\u0633\u0647\u0627.<\/p>\n<p>\u0648\u0625\u0630\u0627 \u0643\u0646\u062a \u0628\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062a\u0634\u063a\u064a\u0644 \u0623\u0643\u062b\u0631 \u0645\u0646 100 \u0645\u0644\u064a\u0627\u0631 \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u062d\u0644\u064a\u064b\u0627\u060c \u0641\u0627\u062a\u0631\u0643 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0644\u0644\u0645\u0633\u062a\u0647\u0644\u0643\u064a\u0646 \u0645\u0646 Nvidia \u062a\u0645\u0627\u0645\u064b\u0627 \u0648\u0627\u0646\u0638\u0631 \u0625\u0644\u0649 <strong>\u0625\u06454 \u0645\u0627\u0643\u0633 \u0628\u0633\u0639\u0629 128 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/strong> \u0623\u0648 <strong>\u0646\u0641\u064a\u062f\u064a\u0627 \u062f\u064a\u063a\u064a\u062a\u0633<\/strong>. \u0625\u0646 \u0628\u0646\u064a\u0629 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0645\u0648\u062d\u062f\u0629 \u0647\u064a \u0627\u0644\u0645\u0633\u0627\u0631 \u0627\u0644\u0648\u062d\u064a\u062f \u0630\u0648 \u0627\u0644\u0633\u0639\u0631 \u0627\u0644\u0627\u0633\u062a\u0647\u0644\u0627\u0643\u064a \u0627\u0644\u0648\u062d\u064a\u062f \u0644\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u064a\u0629 \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0639\u0646\u0648\u0646\u0629.<\/p>\n<p>\u0643\u0644 \u0634\u064a\u0621 \u0622\u062e\u0631 - 5080 \u06485070 Ti \u0648Arc B580 \u0648\u0623\u064a \u0634\u064a\u0621 \u0622\u062e\u0631 \u063a\u064a\u0631 7900 XTX \u0645\u0646 AMD - \u0647\u0648 \u062d\u0644 \u0648\u0633\u0637 \u0644\u0634\u062e\u0635 \u0644\u0627 \u062a\u0643\u0648\u0646 \u062d\u0627\u0644\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0647\u064a LLMs \u0627\u0644\u0645\u062d\u0644\u064a\u0629.<\/p>\n<p><!--related-block--><\/p>\n<div class=\"convly-related\">\n<h2><span class=\"ez-toc-section\" id=\"Related_articles\"><\/span>\u0645\u0642\u0627\u0644\u0627\u062a \u0630\u0627\u062a \u0635\u0644\u0629<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><a href=\"https:\/\/convly.ai\/ar\/gpt-5-5-vs-gemini-3-1-pro\/\">GPT-5.5 vs Gemini 3.1 Pro: Specs, Pricing &amp; Which to Choose (2026)<\/a><\/li>\n<li><a href=\"https:\/\/convly.ai\/ar\/rtx-pro-6000-vs-rtx-5090-for-ai-2026\/\">\u0645\u0642\u0627\u0631\u0646\u0629 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u064a\u0627\u062a RTX Pro 6000 Blackwell \u0645\u0639 RTX 5090 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0639\u0627\u0645 2026: \u0645\u062a\u0649 \u062a\u0635\u0628\u062d \u0633\u0639\u0629 96 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u062a\u0633\u062a\u062d\u0642 \u062f\u0641\u0639 5500 \u062f\u0648\u0644\u0627\u0631 \u0625\u0636\u0627\u0641\u064a\u0629\u061f<\/a><\/li>\n<li><a href=\"https:\/\/convly.ai\/ar\/rtx-5070-vs-rtx-5080-for-ai-2026\/\">\u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u064a\u0646 \u0648\u062d\u062f\u062a\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a RTX 5070 \u0648RTX 5080 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0639\u0627\u0645 2026: \u0647\u0644 \u062a\u0628\u0631\u0650\u0651\u0631 \u0627\u0644\u0642\u0641\u0632\u0629 \u0625\u0644\u0649 \u0633\u0639\u0629 16 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u062f\u0641\u0639 \u0645\u0628\u0644\u063a \u0625\u0636\u0627\u0641\u064a \u0642\u062f\u0631\u0647 450 \u062f\u0648\u0644\u0627\u0631\u064b\u0627 \u0623\u0645\u0631\u064a\u0643\u064a\u064b\u0651\u0627\u061f<\/a><\/li>\n<li><a href=\"https:\/\/convly.ai\/ar\/best-gpus-for-video-generation-2026\/\">\u0623\u0641\u0636\u0644 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPUs) \u0644\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0639\u0627\u0645 2026<\/a><\/li>\n<li><a href=\"https:\/\/convly.ai\/ar\/best-gpus-for-llm-fine-tuning-2026\/\">\u0623\u0641\u0636\u0644 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPUs) \u0644\u0636\u0628\u0637 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 (LLMs) \u0645\u062d\u0644\u064a\u064b\u0651\u0627 \u0641\u064a \u0627\u0644\u0645\u0646\u0632\u0644 \u0641\u064a \u0639\u0627\u0645 2026<\/a><\/li>\n<\/ul>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>\u0644\u0642\u062f \u0635\u0646\u0641\u0646\u0627 \u0643\u0644 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u0627\u062a \u0630\u0627\u062a \u0635\u0644\u0629 \u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 LLM \u0627\u0644\u0645\u062d\u0644\u064a \u0641\u064a \u0639\u0627\u0645 2026 - \u0645\u0646 $250 Arc B580 \u0625\u0644\u0649 $30,000 H200. \u0631\u0645\u0648\u0632 \u062d\u0642\u064a\u0642\u064a\u0629 \u0641\u064a \u0627\u0644\u062b\u0627\u0646\u064a\u0629\u060c \u0648\u0633\u0642\u0648\u0641 VRAM \u062d\u0642\u064a\u0642\u064a\u0629\u060c \u0648\u062a\u0648\u0635\u064a\u0627\u062a \u062d\u0642\u064a\u0642\u064a\u0629.<\/p>","protected":false},"author":1,"featured_media":266,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center 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