{"id":655,"date":"2026-05-20T20:10:09","date_gmt":"2026-05-20T20:10:09","guid":{"rendered":"https:\/\/convly.ai\/nvidia-digits-vs-mac-studio-for-local-ai\/"},"modified":"2026-07-03T13:39:37","modified_gmt":"2026-07-03T13:39:37","slug":"nvidia-digits-vs-mac-studio-for-local-ai","status":"publish","type":"post","link":"https:\/\/convly.ai\/ar\/nvidia-digits-vs-mac-studio-for-local-ai\/","title":{"rendered":"\u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u064a\u0646 \u0646\u0638\u0627\u0645 \u0646\u0641\u064a\u062f\u064a\u0627 \u062f\u064a\u063a\u064a\u062a\u0633 \u0648\u0645\u0627\u0643 \u0633\u062a\u0648\u062f\u064a\u0648 \u0644\u0623\u063a\u0631\u0627\u0636 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0644\u064a\u0629 \u0641\u064a \u0639\u0627\u0645 2026: \u0645\u0648\u0627\u062c\u0647\u0629 \u0623\u062c\u0647\u0632\u0629 \u0633\u0637\u062d \u0627\u0644\u0645\u0643\u062a\u0628 \u0627\u0644\u0645\u064f\u062e\u0635\u064e\u0651\u0635\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a"},"content":{"rendered":"<p>\u0639\u0644\u0649 \u0645\u062f\u0627\u0631 \u0633\u0646\u0648\u0627\u062a\u060c \u0643\u0627\u0646 \u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0645\u062d\u0644\u064a\u0627\u064b \u064a\u0639\u0646\u064a \u0628\u0631\u062c\u0627\u064b \u0635\u0627\u062e\u0628\u0627\u064b \u0645\u062d\u0634\u0648\u0627\u064b \u0628\u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u0637\u0634\u0629 \u0644\u0644\u0637\u0627\u0642\u0629. \u0641\u064a 2026 \u0647\u0646\u0627\u0643 \u062e\u064a\u0627\u0631 \u0623\u0646\u0638\u0641: \u0635\u0646\u0627\u062f\u064a\u0642 \u0633\u0637\u062d \u0627\u0644\u0645\u0643\u062a\u0628 \u0627\u0644\u0645\u062f\u0645\u062c\u0629 \u0627\u0644\u0645\u0635\u0645\u0645\u0629 \u062e\u0635\u064a\u0635\u0627\u064b \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u064a\u0628\u0631\u0632 \u0627\u062b\u0646\u0627\u0646 - <strong>\u0623\u0631\u0642\u0627\u0645 NVIDIA DIGITS<\/strong>, \u0648\u0622\u0644\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0634\u062e\u0635\u064a\u0629 \"\u063a\u0631\u064a\u0633 \u0628\u0644\u0627\u0643\u0648\u064a\u0644\" \u0645\u0646 \u0625\u0646\u0641\u064a\u062f\u064a\u0627\u060c \u0648\u0622\u0644\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0634\u062e\u0635\u064a\u0629 \"\u0623\u0628\u0644 <strong>\u0627\u0633\u062a\u0648\u062f\u064a\u0648 \u0645\u0627\u0643<\/strong>. \u0643\u0644\u0627\u0647\u0645\u0627 \u0635\u063a\u064a\u0631 \u0648\u0647\u0627\u062f\u0626 \u0648\u0645\u0628\u0646\u064a \u0639\u0644\u0649 \u0630\u0627\u0643\u0631\u0629 \u0645\u0648\u062d\u062f\u0629 \u0643\u0628\u064a\u0631\u0629.<\/p>\n<p>\u064a\u0635\u0644\u0648\u0646 \u0625\u0644\u0649 \u0646\u0641\u0633 \u0627\u0644\u0647\u062f\u0641 - \u0646\u0645\u0627\u0630\u062c \u0643\u0628\u064a\u0631\u0629 \u0639\u0644\u0649 \u0645\u0643\u062a\u0628\u0643 - \u0645\u0646 \u0623\u0646\u0638\u0645\u0629 \u0628\u064a\u0626\u064a\u0629 \u0645\u062a\u0642\u0627\u0628\u0644\u0629. \u0625\u0644\u064a\u0643 \u0643\u064a\u0641\u064a\u0629 \u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631.<\/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>\u0643\u0644\u0627\u0647\u0645\u0627 <strong>\u0635\u0646\u0627\u062f\u064a\u0642 \u0633\u0637\u062d \u0627\u0644\u0645\u0643\u062a\u0628 \u0627\u0644\u0645\u062f\u0645\u062c\u0629 \u0648\u0627\u0644\u0647\u0627\u062f\u0626\u0629<\/strong> \u0628\u0630\u0627\u0643\u0631\u0629 \u0645\u0648\u062d\u062f\u0629 \u0643\u0628\u064a\u0631\u0629 \u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0643\u0628\u064a\u0631\u0629.<\/li>\n<li>\u0623\u0632\u0648\u0627\u062c \u0623\u0631\u0642\u0627\u0645 NVIDIA DIGITS \u0623 <strong>\u0631\u0642\u0627\u0642\u0629 \u063a\u0631\u064a\u0633 \u0628\u0644\u0627\u0643\u0648\u064a\u0644 \u0627\u0644\u062e\u0627\u0631\u0642\u0629<\/strong> \u0645\u0639 \u0630\u0627\u0643\u0631\u0629 \u0645\u0648\u062d\u0651\u062f\u0629 \u0628\u0633\u0639\u0629 128 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0648\u062d\u0632\u0645\u0629 CUDA \u0643\u0627\u0645\u0644\u0629.<\/li>\n<li>\u064a\u0642\u062f\u0645 \u0627\u0633\u062a\u0648\u062f\u064a\u0648 Mac Studio <strong>\u0630\u0627\u0643\u0631\u0629 \u0645\u0648\u062d\u062f\u0629 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0643\u0648\u064a\u0646<\/strong> \u0648\u0625\u0637\u0627\u0631 \u0639\u0645\u0644 MLX \u0645\u0646 Apple.<\/li>\n<li>\u0627\u0644\u0645\u064a\u0632\u0629 \u0627\u0644\u062d\u0627\u0633\u0645\u0629 \u0644\u0640 DIGITS \u0647\u064a <strong>\u062a\u0648\u0627\u0641\u0642 CUDA<\/strong> - \u0646\u0641\u0633 \u0628\u0631\u0646\u0627\u0645\u062c \u0643\u0644 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0645\u0646 NVIDIA.<\/li>\n<li>\u064a\u064f\u0633\u062a\u062e\u062f\u0645 Mac Studio \u0643\u0645\u062d\u0637\u0629 \u0639\u0645\u0644 \u0625\u0628\u062f\u0627\u0639\u064a\u0629 \u0639\u0627\u0644\u0645\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0648\u0649\u060c \u0623\u0645\u0627 DIGITS \u0641\u0647\u0648 \u062c\u0647\u0627\u0632 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0631\u0643\u0651\u0632.<\/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-6a52f4ac19c47\" 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-6a52f4ac19c47\"  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\/nvidia-digits-vs-mac-studio-for-local-ai\/#At_a_glance\" >\u0646\u0638\u0631\u0629 \u0639\u0627\u0645\u0629<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/convly.ai\/ar\/nvidia-digits-vs-mac-studio-for-local-ai\/#Two_boxes_one_purpose\" >\u0635\u0646\u062f\u0648\u0642\u0627\u0646\u060c \u063a\u0631\u0636 \u0648\u0627\u062d\u062f<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/convly.ai\/ar\/nvidia-digits-vs-mac-studio-for-local-ai\/#NVIDIA_DIGITS_CUDA_on_your_desk\" >NVIDIA DIGITS: CUDA \u0639\u0644\u0649 \u0645\u0643\u062a\u0628\u0643<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/convly.ai\/ar\/nvidia-digits-vs-mac-studio-for-local-ai\/#Mac_Studio_capacity_plus_a_real_computer\" >Mac Studio: \u0627\u0644\u0633\u0639\u0629 \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u062d\u0642\u064a\u0642\u064a<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/convly.ai\/ar\/nvidia-digits-vs-mac-studio-for-local-ai\/#Inference_vs_the_full_workflow\" >\u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u0642\u0627\u0628\u0644 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0643\u0627\u0645\u0644<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/convly.ai\/ar\/nvidia-digits-vs-mac-studio-for-local-ai\/#How_to_choose_a_buyers_framework_and_the_real_cost_in_2026\" >\u0643\u064a\u0641\u064a\u0629 \u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631: \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0644\u0644\u0645\u0634\u062a\u0631\u064a \u0648\u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0641\u0639\u0644\u064a\u0629 \u0641\u064a \u0639\u0627\u0645 2026<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/convly.ai\/ar\/nvidia-digits-vs-mac-studio-for-local-ai\/#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-8\" href=\"https:\/\/convly.ai\/ar\/nvidia-digits-vs-mac-studio-for-local-ai\/#Verdict\" >\u0627\u0644\u062d\u0643\u0645 \u0627\u0644\u0646\u0647\u0627\u0626\u064a<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/convly.ai\/ar\/nvidia-digits-vs-mac-studio-for-local-ai\/#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=\"At_a_glance\"><\/span>\u0646\u0638\u0631\u0629 \u0639\u0627\u0645\u0629<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<table class=\"convly-vs\">\n<thead>\n<tr>\n<th>\u0639\u0627\u0645\u0644<\/th>\n<th>\u0623\u0631\u0642\u0627\u0645 NVIDIA DIGITS<\/th>\n<th>\u0627\u0633\u062a\u0648\u062f\u064a\u0648 \u0645\u0627\u0643<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0627\u0644\u0645\u0639\u0627\u0644\u062c<\/td>\n<td>\u0631\u0642\u0627\u0642\u0629 GB10 \u062c\u0631\u064a\u0633 \u0628\u0644\u0627\u0643\u0648\u064a\u0644 \u0627\u0644\u062e\u0627\u0631\u0642\u0629 GB10<\/td>\n<td>Apple M4 Max \/ M4 Ultra<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0645\u0648\u062d\u062f\u0629<\/td>\n<td>128 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a<\/td>\n<td class=\"convly-vs-winner\">\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0643\u0648\u064a\u0646\u060c \u0628\u062d\u062f \u0623\u0642\u0635\u0649 \u0645\u0631\u062a\u0641\u0639<\/td>\n<\/tr>\n<tr>\n<td>\u0645\u0643\u062f\u0633 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062e\u0627\u0635 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/td>\n<td class=\"convly-vs-winner\">CUDA \u0643\u0627\u0645\u0644\u0629<\/td>\n<td>MLX\u060c llama.cpp (\u0645\u0639\u062f\u0646\u064a)<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u0644\u062a\u0643\u0627\u0641\u0624 \u0627\u0644\u0633\u062d\u0627\u0628\u064a<\/td>\n<td class=\"convly-vs-winner\">\u0646\u0641\u0633 \u0627\u0644\u0645\u0643\u062f\u0633 \u0645\u062b\u0644 \u0633\u062d\u0627\u0628\u0629 NVIDIA<\/td>\n<td>\u0623\u0628\u0644 \u0641\u0642\u0637<\/td>\n<\/tr>\n<tr>\n<td>\u062a\u062d\u062c\u064a\u0645 \u0627\u0644\u0648\u062d\u062f\u0629 \u0627\u0644\u0645\u0632\u062f\u0648\u062c\u0629<\/td>\n<td class=\"convly-vs-winner\">\u064a\u0645\u0643\u0646 \u0631\u0628\u0637 \u0627\u062b\u0646\u064a\u0646<\/td>\n<td>\u0648\u062d\u062f\u0629 \u0648\u0627\u062d\u062f\u0629<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u0644\u0623\u063a\u0631\u0627\u0636 \u0627\u0644\u0639\u0627\u0645\u0629<\/td>\n<td>\u062c\u0647\u0627\u0632 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/td>\n<td class=\"convly-vs-winner\">\u0645\u062d\u0637\u0629 \u0639\u0645\u0644 \u0625\u0628\u062f\u0627\u0639\u064a\u0629 \u0643\u0627\u0645\u0644\u0629<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><span class=\"ez-toc-section\" id=\"Two_boxes_one_purpose\"><\/span>\u0635\u0646\u062f\u0648\u0642\u0627\u0646\u060c \u063a\u0631\u0636 \u0648\u0627\u062d\u062f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0643\u0644\u0627 \u0627\u0644\u062c\u0647\u0627\u0632\u064a\u0646 \u0645\u0648\u062c\u0648\u062f\u0627\u0646 \u0644\u062d\u0644 \u0646\u0641\u0633 \u0627\u0644\u0645\u0634\u0643\u0644\u0629: \u0627\u0644\u0633\u0645\u0627\u062d \u0644\u0644\u0641\u0631\u062f \u0628\u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0627\u0630\u062c \u0643\u0628\u064a\u0631\u0629 \u0628\u062f\u0648\u0646 \u0645\u0631\u0643\u0632 \u0628\u064a\u0627\u0646\u0627\u062a. \u0643\u0644\u0627\u0647\u0645\u0627 \u064a\u0633\u062a\u062e\u062f\u0645 <strong>\u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0645\u0648\u062d\u062f\u0629<\/strong>, \u0644\u0630\u0627 \u064a\u0645\u0643\u0646 \u0644\u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0645\u062c\u0645\u0648\u0639\u0629 \u0643\u0628\u064a\u0631\u0629 \u0648\u062a\u062d\u0645\u064a\u0644 \u0646\u0645\u0627\u0630\u062c \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0639\u062f\u0629 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u0627\u062a \u0645\u0646\u0641\u0635\u0644\u0629 \u0641\u064a \u0628\u0631\u062c \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0627\u0644\u0634\u062e\u0635\u064a. \u0643\u0644\u0627\u0647\u0645\u0627 \u0635\u063a\u064a\u0631 \u0628\u0645\u0627 \u064a\u0643\u0641\u064a \u0644\u0644\u062c\u0644\u0648\u0633 \u0639\u0644\u0649 \u0645\u0643\u062a\u0628 \u0648\u0647\u0627\u062f\u0626 \u0628\u0645\u0627 \u064a\u0643\u0641\u064a \u0644\u0644\u062c\u0644\u0648\u0633 \u0628\u062c\u0627\u0646\u0628\u0643.<\/p>\n<p>\u0644\u064a\u0633 \u0627\u0644\u0641\u0631\u0642 \u0647\u0648 \u0627\u0644\u0647\u062f\u0641 - \u0628\u0644 \u0627\u0644\u0641\u0631\u0642 \u0647\u0648 <strong>\u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0628\u064a\u0626\u064a<\/strong> \u0643\u0644 \u0648\u0627\u062d\u062f\u0629 \u062a\u062d\u062c\u0632\u0643 \u0641\u064a\u0647\u0627.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"NVIDIA_DIGITS_CUDA_on_your_desk\"><\/span>NVIDIA DIGITS: CUDA \u0639\u0644\u0649 \u0645\u0643\u062a\u0628\u0643<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062a\u0645 \u062a\u0635\u0645\u064a\u0645 DIGITS \u062d\u0648\u0644 <strong>\u0631\u0642\u0627\u0642\u0629 GB10 \u062c\u0631\u064a\u0633 \u0628\u0644\u0627\u0643\u0648\u064a\u0644 \u0627\u0644\u062e\u0627\u0631\u0642\u0629 GB10<\/strong> - \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0645\u0631\u0643\u0632\u064a\u0629 \u0644\u0644\u0630\u0631\u0627\u0639 \u0645\u062f\u0645\u062c\u0629 \u0645\u0639 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u0627\u062a Blackwell - \u0648 <strong>128 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0645\u0648\u062d\u064e\u0651\u062f\u0629<\/strong>. \u0648\u062a\u062a\u0645\u062b\u0644 \u0642\u062f\u0631\u062a\u0647\u0627 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0641\u064a \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0645\u0648\u062f\u064a\u0644\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629\u060c \u0645\u0639 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0631\u0628\u0637 \u0648\u062d\u062f\u062a\u064a\u0646 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0645\u0648\u062f\u064a\u0644\u0627\u062a \u0623\u0643\u0628\u0631.<\/p>\n<p>\u0644\u0643\u0646 \u0627\u0644\u062d\u062c\u0629 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629 \u0644\u0640 DIGITS \u0647\u064a <strong>\u0627\u0633\u062a\u0645\u0631\u0627\u0631\u064a\u0629 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c<\/strong>. \u064a\u0642\u0648\u0645 \u0628\u062a\u0634\u063a\u064a\u0644 <strong>\u0645\u0643\u062f\u0633 CUDA<\/strong> - \u0646\u0641\u0633 PyTorch\u060c \u0648\u0646\u0641\u0633 \u0627\u0644\u0645\u0643\u062a\u0628\u0627\u062a\u060c \u0648\u0646\u0641\u0633 \u0627\u0644\u0646\u0648\u0627\u0629 \u0645\u062b\u0644 \u0643\u0644 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u0627\u062a NVIDIA \u0641\u064a \u0643\u0644 \u0633\u062d\u0627\u0628\u0629. \u064a\u062a\u0645 \u0646\u0634\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0630\u064a \u062a\u0636\u0639\u0647 \u0639\u0644\u0649 DIGITS \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 H100 \u062f\u0648\u0646 \u062a\u063a\u064a\u064a\u0631. \u0644\u0627 \u064a\u0648\u062c\u062f \u0646\u0642\u0644\u060c \u0648\u0644\u0627 \u064a\u0648\u062c\u062f \u0645\u0643\u0627\u0641\u0626 \u0645\u0639\u062f\u0646\u064a \u0644\u0644\u0628\u062d\u062b \u0639\u0646\u0647\u060c \u0648\u0644\u0627 \u062a\u0648\u062c\u062f \u0645\u0643\u062a\u0628\u0629 \u201c\u0644\u0627 \u062a\u062f\u0639\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u0646\u0635\u0629\u201d. \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0623\u064a \u0634\u062e\u0635 \u064a\u0644\u0627\u0645\u0633 \u0639\u0645\u0644\u0647 \u0643\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u0622\u0644\u0629 \u0627\u0644\u0645\u062d\u0644\u064a\u0629 \u0648\u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629\u060c \u0641\u0625\u0646 \u0647\u0630\u0647 \u0627\u0644\u0633\u0644\u0627\u0633\u0629 \u062a\u0633\u062a\u062d\u0642 \u0627\u0644\u0643\u062b\u064a\u0631.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Mac_Studio_capacity_plus_a_real_computer\"><\/span>Mac Studio: \u0627\u0644\u0633\u0639\u0629 \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u062d\u0642\u064a\u0642\u064a<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u064a\u0647\u0627\u062c\u0645 \u0627\u0633\u062a\u0648\u062f\u064a\u0648 Mac Studio \u0646\u0641\u0633 \u0627\u0644\u0645\u0634\u0643\u0644\u0629 \u0645\u0639 Apple Silicon - \u0648\u0647\u0648 <strong>M4 \u0645\u0627\u0643\u0633<\/strong> \u0623\u0648 <strong>M4 \u0623\u0644\u062a\u0631\u0627<\/strong> \u0631\u0642\u0627\u0642\u0629 \u0648 <strong>\u0630\u0627\u0643\u0631\u0629 \u0645\u0648\u062d\u062f\u0629 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0643\u0648\u064a\u0646<\/strong> \u0627\u0644\u062a\u064a \u062a\u062a\u062c\u0627\u0648\u0632\u060c \u0641\u064a \u0627\u0644\u062d\u062f \u0627\u0644\u0623\u0642\u0635\u0649\u060c \u0633\u0639\u0629 128 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0627\u0644\u062b\u0627\u0628\u062a\u0629 \u0641\u064a DIGITS. \u0623\u0645\u0627 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0633\u0639\u0629 \u0627\u0644\u062a\u062d\u0645\u064a\u0644 \u0627\u0644\u062e\u0627\u0644\u0635\u0629 \u0644\u0644\u0637\u0631\u0627\u0632\u060c \u0641\u064a\u0645\u0643\u0646 \u0644\u062c\u0647\u0627\u0632 Mac Studio \u0628\u0623\u0642\u0635\u0649 \u0633\u0639\u0629 \u062a\u062d\u0645\u064a\u0644 \u0623\u0646 \u064a\u0633\u062a\u0648\u0639\u0628 \u0623\u0643\u062b\u0631 \u0645\u0646 \u0630\u0644\u0643.<\/p>\n<p>\u0627\u0644\u0645\u064a\u0632\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629 \u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 Mac \u0647\u064a \u0623\u0646\u0647 <strong>\u0644\u064a\u0633 \u0645\u062c\u0631\u062f \u0635\u0646\u062f\u0648\u0642 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong>. \u0625\u0646\u0647 \u062c\u0647\u0627\u0632 \u0645\u0643\u062a\u0628\u064a \u0643\u0627\u0645\u0644 \u0627\u0644\u0642\u062f\u0631\u0627\u062a - \u062c\u0647\u0627\u0632 \u0631\u0627\u0626\u0639 \u0644\u062a\u062d\u0631\u064a\u0631 \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0648\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0648\u0625\u0646\u062a\u0627\u062c \u0627\u0644\u0645\u0648\u0633\u064a\u0642\u0649 \u0648\u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u064a\u0648\u0645\u064a. DIGITS \u0647\u0648 \u062c\u0647\u0627\u0632 \u0645\u0631\u0643\u0651\u0632\u061b \u062d\u064a\u062b \u064a\u0643\u062a\u0633\u0628 Mac Studio \u0645\u0633\u0627\u062d\u0629 \u0645\u0643\u062a\u0628\u064a\u0629 \u062d\u062a\u0649 \u0639\u0646\u062f\u0645\u0627 \u0644\u0627 \u062a\u0642\u0648\u0645 \u0628\u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0648\u0630\u062c.<\/p>\n<p>\u0627\u0644\u0645\u0641\u0627\u0636\u0644\u0629 \u0647\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a. \u064a\u0639\u0645\u0644 \u062c\u0647\u0627\u0632 Mac <strong>MLX<\/strong> \u0648 <strong>llama.cpp<\/strong> - \u0645\u0645\u062a\u0627\u0632\u0629 \u0644 <em>\u0627\u0644\u0627\u0633\u062a\u0646\u062a\u0627\u062c<\/em>, \u0623\u0631\u0642 \u0644\u0640 <em>\u0627\u0644\u062a\u062f\u0631\u064a\u0628<\/em>, \u0648\u0645\u0646\u0641\u0635\u0644\u0629 \u062a\u0645\u0627\u0645\u064b\u0627 \u0639\u0646 \u0639\u0627\u0644\u0645 CUDA. \u0625\u0630\u0627 \u0627\u062d\u062a\u0627\u062c \u0633\u064a\u0631 \u0639\u0645\u0644\u0643 \u0641\u064a \u0623\u064a \u0648\u0642\u062a \u0625\u0644\u0649 \u0645\u0637\u0627\u0628\u0642\u0629 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u062a\u0645\u0627\u0645\u064b\u0627\u060c \u0641\u0644\u0646 \u064a\u062a\u0645\u0643\u0646 \u062c\u0647\u0627\u0632 Mac \u0645\u0646 \u0630\u0644\u0643.<\/p>\n<div class=\"convly-procons\">\n<div class=\"pros\">\n<h4>\u0627\u062e\u062a\u0631 NVIDIA DIGITS \u0625\u0630\u0627 \u0643\u0627\u0646<\/h4>\n<ul>\n<li>\u062a\u0631\u064a\u062f \u062a\u0637\u0648\u064a\u0631\u064b\u0627 \u0645\u062d\u0644\u064a\u064b\u0627 \u064a\u0639\u0643\u0633 \u0633\u062d\u0627\u0628\u0629 NVIDIA \u0628\u0627\u0644\u0636\u0628\u0637<\/li>\n<li>\u064a\u062a\u0636\u0645\u0646 \u0639\u0645\u0644\u0643 \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u060c \u0648\u0644\u064a\u0633 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0641\u0642\u0637<\/li>\n<li>\u064a\u0645\u0643\u0646\u0643 \u0631\u0628\u0637 \u0648\u062d\u062f\u062a\u064a\u0646 \u0644\u0623\u0643\u0628\u0631 \u0627\u0644\u0645\u0648\u062f\u064a\u0644\u0627\u062a<\/li>\n<\/ul>\n<\/div>\n<div class=\"cons\">\n<h4>\u0627\u062e\u062a\u0631 Mac Studio \u0625\u0630\u0627 \u0643\u0627\u0646<\/h4>\n<ul>\n<li>\u062a\u0631\u064a\u062f \u0623\u0642\u0635\u0649 \u0642\u062f\u0631 \u0645\u0646 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0645\u0648\u062d\u062f\u0629 \u0641\u064a \u0635\u0646\u062f\u0648\u0642 \u0648\u0627\u062d\u062f<\/li>\n<li>\u062a\u062d\u062a\u0627\u062c \u0623\u064a\u0636\u064b\u0627 \u0625\u0644\u0649 \u0645\u062d\u0637\u0629 \u0639\u0645\u0644 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0644\u0644\u0623\u063a\u0631\u0627\u0636 \u0627\u0644\u0639\u0627\u0645\u0629<\/li>\n<li>\u0639\u0645\u0644\u0643 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0647\u0648 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644\u060c \u0648\u0623\u0646\u062a \u0633\u0639\u064a\u062f \u0641\u064a \u0645\u062c\u0645\u0648\u0639\u0629 Apple<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"Inference_vs_the_full_workflow\"><\/span>\u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u0642\u0627\u0628\u0644 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0643\u0627\u0645\u0644<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0637\u0631\u064a\u0642\u0629 \u0628\u0633\u064a\u0637\u0629 \u0644\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631: \u0641\u0643\u0631 \u0641\u064a <strong>\u0643\u0627\u0645\u0644<\/strong> \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644\u060c \u0648\u0644\u064a\u0633 \u0641\u0642\u0637 \u0644\u062d\u0638\u0629 \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c.<\/p>\n<ul>\n<li>\u0625\u0630\u0627 \u0643\u0646\u062a \u0641\u0642\u0637 <strong>\u064a\u064f\u0646\u0641\u064e\u0651\u0630<\/strong> \u0627\u0644\u0646\u0645\u0627\u0630\u062c - \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0648 RAG \u0648\u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0645\u062d\u0644\u064a\u064a\u0646 - \u0643\u0644\u0627 \u0627\u0644\u062c\u0647\u0627\u0632\u064a\u0646 \u064a\u0642\u0648\u0645\u0627\u0646 \u0628\u0630\u0644\u0643 \u0628\u0634\u0643\u0644 \u062c\u064a\u062f\u060c \u0643\u0645\u0627 \u0623\u0646 \u0633\u0639\u0629 Mac Studio \u0627\u0644\u0625\u0636\u0627\u0641\u064a\u0629 \u0648\u0637\u0628\u064a\u0639\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0632\u062f\u0648\u062c \u062a\u062c\u0639\u0644\u0647 \u062c\u0630\u0627\u0628\u064b\u0627.<\/li>\n<li>\u0625\u0630\u0627 \u0643\u0646\u062a <strong>\u0628\u0646\u0627\u0621 \u0648\u062a\u062f\u0631\u064a\u0628<\/strong> \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0623\u0648 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0623\u0646 \u064a\u062a\u0635\u0631\u0641 \u0635\u0646\u062f\u0648\u0642\u0643 \u0627\u0644\u0645\u062d\u0644\u064a \u062a\u0645\u0627\u0645\u064b\u0627 \u0645\u062b\u0644 \u0627\u0644\u0633\u062d\u0627\u0628\u0629 \u0627\u0644\u062a\u064a \u062a\u0646\u0634\u0631\u0647\u0627 \u0639\u0644\u064a\u0647\u0627\u060c \u0641\u0645\u0646 \u0627\u0644\u0635\u0639\u0628 \u0627\u0644\u062a\u062e\u0644\u064a \u0639\u0646 \u0627\u0633\u062a\u0645\u0631\u0627\u0631\u064a\u0629 DIGITS CUDA.<\/li>\n<\/ul>\n<p>\u0643\u0644\u0627\u0647\u0645\u0627 \u063a\u064a\u0631 \u0635\u062d\u064a\u062d. \u0641\u0642\u062f \u062a\u0645 \u0636\u0628\u0637\u0647\u0645\u0627 \u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u062e\u062a\u0644\u0641\u064a\u0646.<\/p>\n<p><!--ai-enriched--><\/p>\n<h2><span class=\"ez-toc-section\" id=\"How_to_choose_a_buyers_framework_and_the_real_cost_in_2026\"><\/span>\u0643\u064a\u0641\u064a\u0629 \u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631: \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0644\u0644\u0645\u0634\u062a\u0631\u064a \u0648\u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0641\u0639\u0644\u064a\u0629 \u0641\u064a \u0639\u0627\u0645 2026<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0627\u0644\u0645\u0648\u0627\u0635\u0641\u0627\u062a \u0627\u0644\u0641\u0646\u064a\u0629 \u0644\u0627 \u062a\u0648\u0641\u0631 \u0644\u0643 \u0633\u0648\u0649 \u0646\u0635\u0641 \u0627\u0644\u0635\u0648\u0631\u0629. \u0641\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u062c\u0647\u0627\u0632 \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0645\u0627 \u062a\u0642\u0648\u0645 \u0628\u0647 \u0641\u0639\u0644\u064a\u064b\u0651\u0627 \u0637\u0648\u0627\u0644 \u0627\u0644\u064a\u0648\u0645\u060c \u0648\u0639\u0644\u0649 \u0645\u0634\u0647\u062f \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0641\u064a \u0639\u0627\u0645 2026 \u0627\u0644\u0630\u064a \u0634\u0647\u062f \u062a\u063a\u064a\u0631\u0627\u062a \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0643\u0644\u0627 \u0627\u0644\u0645\u0646\u062a\u062c\u064a\u0646. \u0627\u0628\u062f\u0623 \u0628\u0623\u0643\u0628\u0631 \u0639\u0627\u0626\u0642 \u062a\u0648\u0627\u062c\u0647\u0647\u060c \u062b\u0645 \u0642\u0645 \u0628\u0645\u0631\u0627\u062c\u0639\u0629 \u0647\u0630\u0627 \u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u0641\u064a \u0636\u0648\u0621 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0625\u062c\u0645\u0627\u0644\u064a\u0629 \u0644\u0644\u0645\u0644\u0643\u064a\u0629.<\/p>\n<p><strong>\u0627\u062e\u062a\u0631 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u062d\u062c\u0645 \u0639\u0645\u0644\u0643 \u0627\u0644\u0623\u0633\u0627\u0633\u064a:<\/strong><\/p>\n<ul>\n<li><strong>\u0623\u0646\u062a \u0628\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 CUDA\u060c \u0646\u0642\u0637\u0629.<\/strong> \u0625\u0630\u0627 \u0643\u0627\u0646 \u0639\u0645\u0644\u0643 \u064a\u062a\u0639\u0644\u0642 \u0628\u0627\u0644\u0646\u0648\u0627\u0629 \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0623\u0648 TensorRT \u0623\u0648 Triton \u0623\u0648 \u0623\u064a \u0645\u0643\u062a\u0628\u0629 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u062d\u0632\u0645\u0629 NVIDIA\u060c \u0641\u0625\u0646 DGX Spark \u0647\u0648 \u0627\u0644\u062c\u0647\u0627\u0632 \u0627\u0644\u0648\u062d\u064a\u062f \u0647\u0646\u0627 \u0627\u0644\u0630\u064a \u064a\u062f\u0639\u0645 \u062a\u0634\u063a\u064a\u0644\u0647\u0627 \u0628\u0634\u0643\u0644 \u0623\u0635\u0644\u064a. \u064a\u0645\u0643\u0646 \u0644\u062c\u0647\u0627\u0632 Mac \u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0644\u0643\u0646\u0647 \u0644\u0627 \u064a\u062f\u0639\u0645 \u062a\u0634\u063a\u064a\u0644 CUDA\u060c \u0643\u0645\u0627 \u0623\u0646 \u0627\u0644\u0628\u062d\u062b \u0639\u0646 \u062d\u0644\u0648\u0644 \u0628\u062f\u064a\u0644\u0629 \u0633\u064a\u0643\u0644\u0641\u0643 \u0633\u0627\u0639\u0627\u062a \u0623\u0643\u062b\u0631 \u0645\u0645\u0627 \u062a\u0648\u0641\u0631\u0647 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0645\u0646 \u0648\u0642\u062a.<\/li>\n<li><strong>\u062a\u0631\u064a\u062f \u062a\u0634\u063a\u064a\u0644 \u0623\u0643\u0628\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0645\u0643\u0646\u0629 \u0639\u0644\u0649 \u0645\u0643\u062a\u0628 \u0648\u0627\u062d\u062f.<\/strong> \u0627\u0644\u0633\u0639\u0629 \u0647\u064a \u0645\u0633\u0623\u0644\u0629 \u062a\u062a\u0639\u0644\u0642 \u0628\u0627\u0644\u0630\u0627\u0643\u0631\u0629. \u064a\u0648\u0641\u0631 \u062c\u0647\u0627\u0632 Spark \u0630\u0627\u0643\u0631\u0629 \u0645\u0648\u062d\u062f\u0629 \u0628\u0633\u0639\u0629 128 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a\u061b \u0623\u0645\u0627 \u062c\u0647\u0627\u0632 Mac Studio \u0645\u0646 \u0637\u0631\u0627\u0632 M3 Ultra \u0641\u064a\u0635\u0644 \u0627\u0644\u0622\u0646 \u0625\u0644\u0649 256 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0643\u062d\u062f \u0623\u0642\u0635\u0649 \u0628\u0639\u062f \u0623\u0646 \u0633\u062d\u0628\u062a \u0634\u0631\u0643\u0629 Apple \u0641\u0626\u0629 512 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0641\u064a \u0623\u0648\u0627\u0626\u0644 \u0639\u0627\u0645 2026. \u0625\u0630\u0627 \u0643\u0627\u0646 \u0647\u062f\u0641\u0643 \u0647\u0648 \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0637\u0631\u0627\u0632 \u0645\u0646 \u0641\u0626\u0629 120B \u0645\u0639 \u0627\u0644\u062a\u0643\u0645\u064a\u0629 \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u060c \u0641\u0625\u0646 \u062c\u0647\u0627\u0632 Mac \u0630\u0648 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0639\u0627\u0644\u064a\u0629 \u064a\u0648\u0641\u0631 \u0644\u0643 \u0627\u0644\u0645\u0633\u0627\u062d\u0629 \u0627\u0644\u0643\u0627\u0641\u064a\u0629.<\/li>\n<li><strong>\u062a\u0631\u064a\u062f \u0648\u0636\u0639 \u0627\u0644\u0631\u0645\u0648\u0632 \u0628\u0633\u0631\u0639\u0629 \u0639\u0644\u0649 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u064a \u062a\u0646\u0627\u0633\u0628\u0643 \u0628\u0627\u0644\u0641\u0639\u0644.<\/strong> \u0625\u0646 \u0639\u0631\u0636 \u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u062a\u0631\u062f\u062f\u064a\u060c \u0648\u0644\u064a\u0633 \u0627\u0644\u0633\u0639\u0629\u060c \u0647\u0648 \u0645\u0627 \u064a\u062d\u062f\u062f \u0633\u0631\u0639\u0629 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644. \u0641\u0645\u0639\u062f\u0644 819 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0641\u064a \u0627\u0644\u062b\u0627\u0646\u064a\u0629 \u0641\u064a M3 Ultra \u0648\u0645\u0639\u062f\u0644 546 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0641\u064a \u0627\u0644\u062b\u0627\u0646\u064a\u0629 \u0641\u064a M4 Max \u064a\u062a\u0641\u0648\u0642\u0627\u0646 \u0628\u0633\u0647\u0648\u0644\u0629 \u0639\u0644\u0649 \u0645\u0639\u062f\u0644 Spark \u0627\u0644\u0630\u064a \u064a\u0628\u0644\u063a \u062d\u0648\u0627\u0644\u064a 273 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0641\u064a \u0627\u0644\u062b\u0627\u0646\u064a\u0629\u061b \u0644\u0630\u0627\u060c \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0623\u064a \u0646\u0645\u0648\u0630\u062c \u064a\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 \u0623\u064a \u0645\u0646 \u0647\u0630\u064a\u0646 \u0627\u0644\u062c\u0647\u0627\u0632\u064a\u0646\u060c \u0633\u064a\u0628\u062f\u0648 \u062c\u0647\u0627\u0632 Mac \u0623\u0633\u0631\u0639.<\/li>\n<li><strong>\u062a\u0631\u064a\u062f \u0633\u064a\u0627\u0631\u0629 \u0648\u0627\u062d\u062f\u0629 \u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0641\u064a \u062a\u0646\u0642\u0644\u0627\u062a\u0643 \u0627\u0644\u064a\u0648\u0645\u064a\u0629 \u0623\u064a\u0636\u064b\u0627.<\/strong> \u064a\u064f\u0639\u062f \u062c\u0647\u0627\u0632 Mac Studio \u062c\u0647\u0627\u0632 \u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0645\u0643\u062a\u0628\u064a \u0645\u062a\u0643\u0627\u0645\u0644\u061b \u0623\u0645\u0627 \u062c\u0647\u0627\u0632 Spark \u0641\u0647\u0648 \u062c\u0647\u0627\u0632 \u0645\u062e\u0635\u0635 \u064a\u0645\u0643\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u064a\u0647 \u0639\u0628\u0631 \u0627\u0644\u0634\u0628\u0643\u0629. \u0648\u0625\u0630\u0627 \u0643\u0627\u0646 \u0639\u0644\u064a\u0643 \u062a\u062d\u0631\u064a\u0631 \u0645\u0642\u0627\u0637\u0639 \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0648\u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631 (LLM) \u0627\u0644\u062e\u0627\u0635 \u0628\u0643\u060c \u0641\u0647\u0630\u0627 \u064a\u0639\u0646\u064a \u0623\u0646\u0643 \u062a\u0633\u062a\u062e\u062f\u0645 \u062c\u0647\u0627\u0632 Mac.<\/li>\n<\/ul>\n<p><strong>\u062b\u0645 \u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0625\u062c\u0645\u0627\u0644\u064a\u0629 \u0644\u0644\u0645\u0644\u0643\u064a\u0629.<\/strong> \u0644\u0645 \u064a\u0639\u062f \u0627\u0644\u0633\u0639\u0631 \u0627\u0644\u0645\u0639\u0644\u0646 \u0647\u0648 \u0627\u0644\u0635\u0648\u0631\u0629 \u0627\u0644\u0643\u0627\u0645\u0644\u0629. \u0641\u0642\u062f \u062a\u0645 \u0637\u0631\u062d \u062c\u0647\u0627\u0632 DGX Spark Founder\u2019s Edition \u0628\u0633\u0639\u0631 $3,999\u060c \u062b\u0645 \u062a\u0645 \u0631\u0641\u0639 \u0627\u0644\u0633\u0639\u0631 \u0625\u0644\u0649 $4,699 \u0641\u064a \u0641\u0628\u0631\u0627\u064a\u0631 2026. \u0623\u0645\u0627 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0634\u0631\u0643\u0629 \u0622\u0628\u0644\u060c \u0641\u0642\u062f \u0623\u062f\u0649 \u0646\u0641\u0633 \u0627\u0644\u0636\u063a\u0637 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\u0641\u0639\u0644\u064a\u064b\u0651\u0627. \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0645\u0639\u0638\u0645 \u0627\u0644\u0645\u0634\u062a\u0631\u064a\u0646\u060c \u0641\u0625\u0646 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0635\u062d\u064a\u062d \u0628\u0633\u064a\u0637: \u0627\u062e\u062a\u0631 \u062c\u0647\u0627\u0632 Spark \u0639\u0646\u062f\u0645\u0627 \u064a\u0643\u0648\u0646 \u0627\u0644\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 CUDA \u0634\u0631\u0637\u064b\u0627 \u0644\u0627 \u063a\u0646\u0649 \u0639\u0646\u0647\u060c \u0648\u0627\u062e\u062a\u0631 \u062c\u0647\u0627\u0632 Mac Studio \u0639\u0646\u062f\u0645\u0627 \u062a\u0643\u0648\u0646 \u0633\u0639\u0629 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0623\u0648 \u0633\u0631\u0639\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0623\u0648 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062c\u0647\u0627\u0632 \u0645\u0643\u062a\u0628\u064a \u0645\u062a\u0639\u062f\u062f 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CUDA \u0647\u0648 NVIDIA \u0641\u0642\u0637. \u0647\u0630\u0627 \u0647\u0648 \u0627\u0644\u0633\u0628\u0628 \u0627\u0644\u0631\u0626\u064a\u0633\u064a \u0627\u0644\u0630\u064a \u064a\u062c\u0639\u0644 DIGITS \u062c\u0630\u0627\u0628\u064b\u0627 \u0644\u0623\u064a \u0634\u062e\u0635 \u064a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0627\u0644\u062a\u0643\u0627\u0641\u0624 \u0645\u0639 \u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 NVIDIA.<\/p>\n<h3>\u0645\u0627 \u0645\u0642\u062f\u0627\u0631 \u0627\u0644\u0637\u0627\u0642\u0629 \u0627\u0644\u062a\u064a \u064a\u0633\u062a\u0647\u0644\u0643\u0647\u0627 \u0643\u0644 \u0645\u0646 NVIDIA DGX Spark \u0648Mac Studio\u061f<\/h3>\n<p>\u0643\u0644\u0627 \u0627\u0644\u062c\u0647\u0627\u0632\u064a\u0646 \u0623\u0643\u062b\u0631 \u0643\u0641\u0627\u0621\u0629 \u0628\u0643\u062b\u064a\u0631 \u0645\u0646 \u062c\u0647\u0627\u0632 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0627\u0644\u0628\u0631\u062c\u064a \u0627\u0644\u0645\u0632\u0648\u062f \u0628\u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u0627\u062a \u0645\u0646\u0641\u0635\u0644\u0629. \u062a\u0645 \u062a\u0635\u0645\u064a\u0645 \u062c\u0647\u0627\u0632 DGX Spark \u0627\u0633\u062a\u0646\u0627\u062f\u064b\u0627 \u0625\u0644\u0649 \u0627\u0644\u0631\u0642\u0627\u0642\u0629 \u0627\u0644\u0641\u0627\u0626\u0642\u0629 GB10 \u0641\u064a \u0647\u064a\u0643\u0644 \u0645\u062f\u0645\u062c \u0648\u0645\u0646\u062e\u0641\u0636 \u0627\u0644\u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0644\u0644\u0637\u0627\u0642\u0629\u060c \u0623\u0645\u0627 \u062c\u0647\u0627\u0632 Mac Studio \u0641\u064a\u0634\u062a\u0647\u0631 \u0628\u0627\u0633\u062a\u0647\u0644\u0627\u0643\u0647 \u0627\u0644\u0642\u0644\u064a\u0644 \u0644\u0644\u0637\u0627\u0642\u0629 \u0641\u064a \u0648\u0636\u0639 \u0627\u0644\u0633\u0643\u0648\u0646 \u0648\u0628\u0643\u0648\u0646\u0647 \u0634\u0628\u0647 \u0635\u0627\u0645\u062a \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u062a\u062d\u062a \u0627\u0644\u0623\u062d\u0645\u0627\u0644. \u0648\u0644\u0627 \u064a\u062d\u062a\u0627\u062c \u0623\u064a \u0645\u0646\u0647\u0645\u0627 \u0625\u0644\u0649 \u0645\u0632\u0648\u062f \u0637\u0627\u0642\u0629 \u0628\u0642\u062f\u0631\u0629 1,000 \u0648\u0627\u0637 \u0623\u0648 \u062a\u0648\u0635\u064a\u0644\u0627\u062a \u0643\u0647\u0631\u0628\u0627\u0626\u064a\u0629 \u062e\u0627\u0635\u0629\u060c \u0648\u0647\u0648 \u0645\u0627 \u064a\u0645\u062b\u0644 \u0645\u064a\u0632\u0629 \u062d\u0642\u064a\u0642\u064a\u0629 \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0627\u0644\u0645\u0632\u0648\u062f\u0629 \u0628\u0648\u062d\u062f\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 (multi-GPU) \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u062c\u0647\u0627\u0632 \u0645\u0648\u0636\u0648\u0639\u064b\u0627 \u0639\u0644\u0649 \u0645\u0643\u062a\u0628\u0643 \u0623\u0648 \u064a\u0639\u0645\u0644 \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0645\u0631.<\/p>\n<h3>\u0623\u064a\u0647\u0645\u0627 \u0623\u0631\u062e\u0635\u060c \u062c\u0647\u0627\u0632 DGX Spark \u0623\u0645 \u062c\u0647\u0627\u0632 Mac Studio\u060c \u0641\u064a \u0639\u0627\u0645 2026\u061f<\/h3>\n<p>\u064a\u0639\u062a\u0645\u062f \u0627\u0644\u0623\u0645\u0631 \u0643\u0644\u064a\u064b\u0651\u0627 \u0639\u0644\u0649 \u0627\u0644\u062a\u0643\u0648\u064a\u0646\u060c \u0648\u0642\u062f \u062a\u0642\u0644\u0635 \u0627\u0644\u0641\u0627\u0631\u0642 \u0641\u064a \u0639\u0627\u0645 2026 \u0645\u0639 \u0627\u0631\u062a\u0641\u0627\u0639 \u0623\u0633\u0639\u0627\u0631 \u0627\u0644\u0630\u0627\u0643\u0631\u0629. \u0641\u0642\u062f \u0627\u0631\u062a\u0641\u0639 \u0633\u0639\u0631 \u0625\u0635\u062f\u0627\u0631 \u00abFounder\u2019s Edition\u00bb \u0645\u0646 DGX Spark \u0625\u0644\u0649 $4,699\u060c \u0641\u064a \u062d\u064a\u0646 \u064a\u0628\u062f\u0623 \u0633\u0639\u0631 \u0637\u0631\u0627\u0632 M4 Max \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0645\u0646 Mac Studio \u0639\u0646\u062f \u0645\u0633\u062a\u0648\u0649 \u0623\u0642\u0644 \u0628\u0643\u062b\u064a\u0631 \u0645\u0646 \u0630\u0644\u0643\u060c \u0628\u064a\u0646\u0645\u0627 \u064a\u062a\u062c\u0627\u0648\u0632 \u0633\u0639\u0631 \u0637\u0631\u0627\u0632 M3 Ultra \u0630\u064a \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0639\u0627\u0644\u064a\u0629 \u0647\u0630\u0627 \u0627\u0644\u0645\u0633\u062a\u0648\u0649. \u0642\u0627\u0631\u0646 \u0641\u0626\u0629 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c\u0647\u0627 \u0641\u0639\u0644\u064a\u064b\u0651\u0627 \u0641\u064a \u064a\u0648\u0645 \u0627\u0644\u0634\u0631\u0627\u0621\u060c \u0644\u0623\u0646 \u0643\u0644\u0627 \u0627\u0644\u0645\u0646\u062a\u062c\u064a\u0646 \u0634\u0647\u062f\u0627 \u062a\u063a\u064a\u0631\u0627\u062a \u0641\u064a \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0641\u064a \u0645\u0646\u062a\u0635\u0641 \u0627\u0644\u062f\u0648\u0631\u0629 \u0628\u0633\u0628\u0628 \u0646\u0642\u0635 \u0630\u0627\u0643\u0631\u0629 DRAM.<\/p>\n<h3>\u0647\u0644 \u0642\u0627\u0645\u062a \u0634\u0631\u0643\u0629 \u0622\u0628\u0644 \u0641\u0639\u0644\u0627\u064b \u0628\u0625\u0644\u063a\u0627\u0621 \u062e\u064a\u0627\u0631 \u062c\u0647\u0627\u0632 Mac Studio \u0628\u0633\u0639\u0629 512 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a\u060c \u0648\u0647\u0644 \u0644\u0647\u0630\u0627 \u0627\u0644\u0623\u0645\u0631 \u0623\u0647\u0645\u064a\u0629 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0644\u064a\u0629\u061f<\/h3>\n<p>\u0646\u0639\u0645. \u0641\u064a \u0623\u0648\u0627\u0626\u0644 \u0639\u0627\u0645 2026\u060c \u0633\u062d\u0628\u062a \u0634\u0631\u0643\u0629 \u0622\u0628\u0644 \u062a\u0631\u0642\u064a\u0629 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0645\u0648\u062d\u062f\u0629 \u0628\u0633\u0639\u0629 512 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0648\u0631\u0641\u0639\u062a \u0633\u0639\u0631 \u0627\u0644\u0641\u0626\u0629 \u0630\u0627\u062a \u0633\u0639\u0629 256 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a\u060c \u0645\u0634\u064a\u0631\u0629\u064b \u0625\u0644\u0649 \u0623\u0632\u0645\u0629 \u0646\u0642\u0635 \u0625\u0645\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0623\u0648\u0633\u0639. \u0648\u0647\u0630\u0627 \u0623\u0645\u0631 \u0645\u0647\u0645 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0644\u064a: \u0623\u0635\u0628\u062d\u062a \u0633\u0639\u0629 256 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0627\u0644\u0622\u0646 \u0627\u0644\u062d\u062f \u0627\u0644\u0623\u0642\u0635\u0649 \u0644\u062c\u0647\u0627\u0632 Mac Studio \u0648\u0627\u062d\u062f\u060c \u0644\u0630\u0627 \u0641\u0625\u0646 \u0623\u064a \u0634\u062e\u0635 \u0643\u0627\u0646 \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0633\u0639\u0629 512 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0644\u062a\u062e\u0632\u064a\u0646 \u0646\u0645\u0648\u0630\u062c \u0636\u062e\u0645 \u0628\u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629 \u064a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0648\u0641\u0642\u064b\u0627 \u0644\u0644\u062d\u062f \u0627\u0644\u062c\u062f\u064a\u062f \u0623\u0648 \u0627\u0644\u0646\u0638\u0631 \u0641\u064a \u0625\u0639\u062f\u0627\u062f \u0646\u0638\u0627\u0645 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0623\u062c\u0647\u0632\u0629.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Verdict\"><\/span>\u0627\u0644\u062d\u0643\u0645 \u0627\u0644\u0646\u0647\u0627\u0626\u064a<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><strong>\u0623\u0631\u0642\u0627\u0645 NVIDIA DIGITS<\/strong> \u0648\u0627\u0644\u0640 <strong>\u0627\u0633\u062a\u0648\u062f\u064a\u0648 \u0645\u0627\u0643<\/strong> \u0647\u0645\u0627 \u0623\u0641\u0636\u0644 \u062c\u0647\u0627\u0632\u064a\u0646 \u0645\u0643\u062a\u0628\u064a\u064a\u0646 \u0645\u062f\u0645\u062c\u064a\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062d\u0644\u064a \u0641\u064a \u0639\u0627\u0645 2026\u060c \u0648\u0627\u0644\u062e\u064a\u0627\u0631 \u064a\u062a\u0639\u0644\u0642 \u0628\u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0628\u064a\u0626\u064a \u0623\u0643\u062b\u0631 \u0645\u0646 \u0645\u062c\u0631\u062f \u0623\u0631\u0642\u0627\u0645 \u0623\u0648\u0644\u064a\u0629. \u0627\u062e\u062a\u0631 <strong>\u062f\u064a\u063a\u064a\u062a\u0633<\/strong> \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u064a\u062f \u0635\u0646\u062f\u0648\u0642\u064b\u0627 \u0645\u062d\u0644\u064a\u064b\u0627 \u064a\u062a\u0635\u0631\u0641 \u062a\u0645\u0627\u0645\u064b\u0627 \u0645\u062b\u0644 \u0633\u062d\u0627\u0628\u0629 NVIDIA - \u0648\u0647\u0648 \u0623\u0645\u0631 \u0636\u0631\u0648\u0631\u064a \u0644\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0644\u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u0646\u0634\u0631 \u0641\u064a \u0623\u064a \u0645\u0643\u0627\u0646. \u0627\u062e\u062a\u0631 <strong>\u0627\u0633\u062a\u0648\u062f\u064a\u0648 \u0645\u0627\u0643<\/strong> \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u064a\u062f \u0623\u0643\u0628\u0631 \u0645\u062c\u0645\u0648\u0639\u0629 \u0630\u0627\u0643\u0631\u0629 \u0623\u062d\u0627\u062f\u064a\u0629 \u0627\u0644\u0635\u0646\u062f\u0648\u0642 \u0648\u062c\u0647\u0627\u0632\u064b\u0627 \u064a\u0638\u0644 \u062d\u0627\u0633\u0648\u0628\u064b\u0627 \u0631\u0627\u0626\u0639\u064b\u0627 \u0644\u0641\u062a\u0631\u0629 \u0637\u0648\u064a\u0644\u0629 \u0628\u0639\u062f \u0625\u063a\u0644\u0627\u0642 \u0627\u0644\u062c\u0647\u0627\u0632. \u0627\u0634\u062a\u0631\u0650 \u0627\u0644\u062c\u0647\u0627\u0632\u060c \u0623\u0648 \u0627\u0634\u062a\u0631\u0650 \u0645\u062d\u0637\u0629 \u0627\u0644\u0639\u0645\u0644 - \u0643\u0644\u0627\u0647\u0645\u0627 \u064a\u0639\u0645\u0644\u0627\u0646 \u0628\u0646\u0645\u0627\u0630\u062c \u0643\u0628\u064a\u0631\u0629\u061b \u0623\u0646\u062a \u0648\u062d\u062f\u0643 \u062a\u0639\u0631\u0641 \u0623\u064a\u0647\u0645\u0627 \u064a\u062d\u062a\u0627\u062c \u0645\u0643\u062a\u0628\u0643.<\/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\/claude-sonnet-4-6-vs-claude-haiku-4-5\/\">Claude Sonnet 4.6 vs Claude Haiku 4.5: Specs, Pricing &amp; Which to Choose (2026)<\/a><\/li>\n<li><a href=\"https:\/\/convly.ai\/ar\/rx-7900-xtx-vs-rtx-4090-for-ai\/\">AMD RX 7900 XTX \u0645\u0642\u0627\u0628\u0644 RTX 4090 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0639\u0627\u0645 2026: \u0647\u0644 \u064a\u0645\u0643\u0646 \u0644\u0645\u0646\u0635\u0629 ROCm \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u0629\u061f<\/a><\/li>\n<li><a href=\"https:\/\/convly.ai\/ar\/rtx-5080-vs-rtx-4080-super-for-ai\/\">RTX 5080 \u0645\u0642\u0627\u0628\u0644 RTX 4080 Super \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0639\u0627\u0645 2026: \u0647\u0644 \u0627\u0644\u0641\u0627\u0631\u0642 \u0628\u064a\u0646 \u0627\u0644\u062c\u064a\u0644\u064a\u0646 \u0643\u0628\u064a\u0631 \u0623\u0645 \u0623\u0646 \u0627\u0644\u062a\u0631\u0642\u064a\u0629 \u0637\u0641\u064a\u0641\u0629\u061f<\/a><\/li>\n<li><a href=\"https:\/\/convly.ai\/ar\/rtx-5070-ti-vs-rtx-4070-ti-super-for-ai\/\">RTX 5070 Ti \u0645\u0642\u0627\u0628\u0644 RTX 4070 Ti Super \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0639\u0627\u0645 2026: \u0645\u0648\u0627\u062c\u0647\u0629 \u0641\u064a \u0627\u0644\u0641\u0626\u0629 \u0627\u0644\u0645\u062a\u0648\u0633\u0637\u0629<\/a><\/li>\n<li><a href=\"https:\/\/convly.ai\/ar\/rtx-4090-vs-rtx-3090-for-ai\/\">RTX 4090 \u0645\u0642\u0627\u0628\u0644 RTX 3090 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0639\u0627\u0645 2026: \u0647\u0644 \u062a\u0633\u062a\u062d\u0642 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\u0627\u0644\u0648\u0627\u0642\u0639.<\/p>","protected":false},"author":1,"featured_media":667,"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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