{"id":752,"date":"2026-05-30T15:31:59","date_gmt":"2026-05-30T15:31:59","guid":{"rendered":"https:\/\/convly.ai\/alibaba-qwen-explained-2026\/"},"modified":"2026-07-11T16:59:07","modified_gmt":"2026-07-11T16:59:07","slug":"alibaba-qwen-explained-2026","status":"publish","type":"post","link":"https:\/\/convly.ai\/ar\/alibaba-qwen-explained-2026\/","title":{"rendered":"\u0639\u0644\u064a \u0628\u0627\u0628\u0627 \u0643\u0648\u064a\u0646 \u0641\u064a \u0639\u0627\u0645 2026: \u0623\u0643\u0645\u0644 \u0639\u0627\u0626\u0644\u0629 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0639\u0627\u0644\u0645"},"content":{"rendered":"<p><!--geo-qa--><\/p>\n<div class=\"convly-qa\" style=\"border-left:4px solid #2f6fed;background:#eef4ff;padding:14px 18px;margin:0 0 24px;border-radius:0 10px 10px 0;font-size:16px;line-height:1.6\"><strong>Quick answer:<\/strong> Yes, Qwen is owned by Alibaba, developed by its cloud division Alibaba Cloud, China&#039;s largest cloud provider. Backed by the trillion-dollar conglomerate&#039;s infrastructure and data, the Qwen family spans 0.5B to roughly 1 trillion parameters. Most models ship as Apache 2.0 open weights, while the flagship Qwen-Max models stay proprietary and API-only.<\/div>\n<p>While DeepSeek grabs headlines, <strong>\u0643\u0648\u064a\u0646 \u0645\u0646 \u0634\u0631\u0643\u0629 \u0639\u0644\u064a \u0628\u0627\u0628\u0627<\/strong> \u0628\u0647\u062f\u0648\u0621 \u0639\u0627\u0626\u0644\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0643\u062b\u0631 \u0627\u0643\u062a\u0645\u0627\u0644\u0627\u064b \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a - \u0628\u062f\u0621\u0627\u064b \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0648\u0635\u0648\u0644\u0627\u064b \u0625\u0644\u0649 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0631\u0626\u064a\u0633\u064a \u0627\u0644\u0630\u064a \u0623\u0635\u0628\u062d \u0641\u064a \u0645\u0627\u064a\u0648 2026 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0635\u064a\u0646\u064a \u0627\u0644\u0623\u0639\u0644\u0649 \u062a\u0635\u0646\u064a\u0641\u0627\u064b \u0639\u0644\u0649 \u0627\u0644\u0625\u0637\u0644\u0627\u0642 \u0641\u064a \u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0645\u0633\u062a\u0642\u0644\u0629. \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0634\u0631\u0643\u0629 DeepSeek \u0647\u064a \u0627\u0644\u0645\u064f\u0632\u0639\u0632\u0639\u060c \u0641\u0625\u0646 Qwen \u0647\u064a \u0627\u0644\u0645\u0646\u0635\u0629. \u0625\u0644\u064a\u0643 \u0645\u0627\u0647\u064a\u062a\u0647 \u0648\u0633\u0628\u0628 \u0623\u0647\u0645\u064a\u062a\u0647.<\/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>\u0643\u0648\u064a\u06463.7 \u0643\u062d\u062f \u0623\u0642\u0635\u0649<\/strong> (\u0645\u0627\u064a\u0648 2026) 56.6 \u062f\u0631\u062c\u0629 \u0639\u0644\u0649 \u0645\u0624\u0634\u0631 \u0630\u0643\u0627\u0621 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a - \u0623\u0639\u0644\u0649 10 \u062f\u0631\u062c\u0627\u062a \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0639\u0627\u0644\u0645\u060c \u0648\u0647\u064a \u0623\u0639\u0644\u0649 \u062f\u0631\u062c\u0629 \u0639\u0644\u0649 \u0627\u0644\u0625\u0637\u0644\u0627\u0642 \u0644\u0646\u0645\u0648\u0630\u062c \u0635\u064a\u0646\u064a.<\/li>\n<li><strong>\u0639\u0627\u0626\u0644\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0648\u0633\u0639 \u0646\u0637\u0627\u0642\u0627\u064b \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a:<\/strong> \u0645\u0646 \u0646\u0645\u0627\u0630\u062c 0.5 \u0645\u0644\u064a\u0627\u0631 \u0639\u0644\u0649 \u0627\u0644\u062c\u0647\u0627\u0632 \u0625\u0644\u0649 \u0646\u0645\u0627\u0630\u062c \u0631\u0627\u0626\u062f\u0629 \u0628\u0645\u0642\u064a\u0627\u0633 1 \u062a\u064a\u0631\u0627\u0628\u0627\u064a\u062a\u060c \u0645\u0641\u062a\u0648\u062d\u0629 \u0648\u0645\u0645\u0644\u0648\u0643\u0629.<\/li>\n<li><strong>1M-\u0633\u064a\u0627\u0642 \u0627\u0644\u0631\u0645\u0632 \u0627\u0644\u0645\u0645\u064a\u0632<\/strong> \u0639\u0644\u0649 \u0627\u0644\u0631\u0627\u0626\u062f\u060c \u0645\u0639 \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0645\u0645\u062a\u062f \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u064b\u0627.<\/li>\n<li><strong>\u0645\u062a\u0635\u062f\u0631 \u0627\u0644\u0648\u0632\u0646 \u0627\u0644\u0645\u0641\u062a\u0648\u062d<\/strong> \u062a\u0646\u0627\u0641\u0633 Alibaba \u0634\u0631\u0643\u0629 Meta \u0643\u0623\u0643\u0628\u0631 \u0645\u0633\u0627\u0647\u0645 \u0641\u064a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0631\u062e\u0635\u0629 \u0628\u0634\u0643\u0644 \u0645\u062a\u0633\u0627\u0647\u0644.<\/li>\n<li><strong>\u062a\u0646\u0628\u064a\u0647:<\/strong> \u0646\u0645\u0627\u0630\u062c \u062a\u0648\u0628 \u0645\u0627\u0643\u0633 \u0647\u064a \u0646\u0645\u0627\u0630\u062c \u0645\u0645\u0644\u0648\u0643\u0629 \u0648\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0641\u0642\u0637\u061b \u062a\u0646\u0637\u0628\u0642 \u0645\u062d\u0627\u0630\u064a\u0631 \u0625\u0642\u0627\u0645\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0627\u0639\u062a\u062f\u0627\u0644 \u0639\u0644\u0649 \u0627\u0644\u062e\u062f\u0645\u0629 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629.<\/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-6a5a4a0b39a85\" 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-6a5a4a0b39a85\"  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\/alibaba-qwen-explained-2026\/#Who_is_Qwen\" >\u0645\u0646 \u0647\u0648 \u0642\u0648\u064a\u0646<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/convly.ai\/ar\/alibaba-qwen-explained-2026\/#The_flagship_Qwen37_Max\" >\u0627\u0644\u0631\u0627\u0626\u062f \u0643\u0648\u064a\u0646 3.7 \u0645\u0627\u0643\u0633<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/convly.ai\/ar\/alibaba-qwen-explained-2026\/#The_real_story_the_open-weight_family\" >\u0627\u0644\u0642\u0635\u0629 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629: \u0627\u0644\u0639\u0627\u0626\u0644\u0629 \u0630\u0627\u062a \u0627\u0644\u0648\u0632\u0646 \u0627\u0644\u0645\u0641\u062a\u0648\u062d<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/convly.ai\/ar\/alibaba-qwen-explained-2026\/#Where_Qwen_wins\" >\u062d\u064a\u062b \u064a\u0641\u0648\u0632 \u0643\u0648\u064a\u0646<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/convly.ai\/ar\/alibaba-qwen-explained-2026\/#Where_Qwen_loses_%E2%80%94_the_honest_caveats\" >\u062d\u064a\u062b \u064a\u062e\u0633\u0631 \u0643\u0648\u064a\u0646 - \u0627\u0644\u0645\u062d\u0627\u0630\u064a\u0631 \u0627\u0644\u0635\u0627\u062f\u0642\u0629<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/convly.ai\/ar\/alibaba-qwen-explained-2026\/#Qwen_vs_the_field\" >\u0643\u0648\u064a\u0646 \u0636\u062f \u0627\u0644\u0645\u064a\u062f\u0627\u0646<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/convly.ai\/ar\/alibaba-qwen-explained-2026\/#Pros_and_cons\" >\u0627\u0644\u0645\u0632\u0627\u064a\u0627 \u0648\u0627\u0644\u0639\u064a\u0648\u0628<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/convly.ai\/ar\/alibaba-qwen-explained-2026\/#How_to_access_Qwen\" >\u0643\u064a\u0641\u064a\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0643\u0648\u064a\u0646<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/convly.ai\/ar\/alibaba-qwen-explained-2026\/#Which_Qwen_should_you_actually_run_on_your_hardware\" >\u0623\u064a \u0625\u0635\u062f\u0627\u0631 \u0645\u0646 Qwen \u064a\u0646\u0628\u063a\u064a \u0639\u0644\u064a\u0643 \u0641\u0639\u0644\u064a\u064b\u0651\u0627 \u062a\u0634\u063a\u064a\u0644\u0647 \u0639\u0644\u0649 \u062c\u0647\u0627\u0632\u0643\u061f<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/convly.ai\/ar\/alibaba-qwen-explained-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-11\" href=\"https:\/\/convly.ai\/ar\/alibaba-qwen-explained-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-12\" href=\"https:\/\/convly.ai\/ar\/alibaba-qwen-explained-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=\"Who_is_Qwen\"><\/span>\u0645\u0646 \u0647\u0648 \u0642\u0648\u064a\u0646<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062a\u0634\u0648\u064a\u0646 (\u77ed \u0644\u0640 \u201c\u062a\u0648\u0646\u063a\u064a\u064a \u062a\u0634\u064a\u0627\u0646\u0648\u064a\u0646\u060c\u201d \u4e49\u5343 \u0633\u0624\u0627\u0644) \u0647\u064a \u0639\u0627\u0626\u0644\u0629 \u0643\u0628\u064a\u0631\u0629 \u0627\u0644\u062d\u062c\u0645 \u0645\u0646 <strong>\u0639\u0644\u064a \u0628\u0627\u0628\u0627 \u0643\u0644\u0627\u0648\u062f<\/strong>, \u0623\u0643\u0628\u0631 \u0645\u0632\u0648\u062f \u0644\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0641\u064a \u0627\u0644\u0635\u064a\u0646. \u0639\u0644\u0649 \u0639\u0643\u0633 DeepSeek (\u0645\u062e\u062a\u0628\u0631 \u0645\u064f\u0631\u0643\u0651\u0632) \u0623\u0648 Moonshot (\u0634\u0631\u0643\u0629 \u0646\u0627\u0634\u0626\u0629)\u060c \u0641\u0625\u0646 Qwen \u0644\u062f\u064a\u0647\u0627 \u0627\u0644\u062b\u0642\u0644 \u0627\u0644\u0643\u0627\u0645\u0644 \u0644\u062a\u0643\u062a\u0644 \u0628\u0642\u064a\u0645\u0629 \u062a\u0631\u064a\u0644\u064a\u0648\u0646 \u062f\u0648\u0644\u0627\u0631 \u0648\u0631\u0627\u0621\u0647\u0627: \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0644\u0634\u0631\u0643\u0629 Alibaba Cloud\u060c \u0648\u0645\u0642\u064a\u0627\u0633 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629\u060c \u0648\u062a\u0641\u0648\u064a\u0636 \u0644\u062c\u0639\u0644 Qwen \u0637\u0628\u0642\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0639\u0628\u0631 \u0625\u0645\u0628\u0631\u0627\u0637\u0648\u0631\u064a\u0629 \u0639\u0644\u064a \u0628\u0627\u0628\u0627 \u0648\u0639\u0627\u0644\u0645 \u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629.<\/p>\n<p>\u064a\u0638\u0647\u0631 \u0647\u0630\u0627 \u0627\u0644\u062f\u0639\u0645 \u0639\u0644\u0649 \u0623\u0646\u0647 <strong>\u0627\u0644\u0634\u0645\u0648\u0644\u064a\u0629<\/strong>. Qwen \u0644\u064a\u0633\u062a \u0646\u0645\u0648\u0630\u062c\u064b\u0627 \u0648\u0627\u062d\u062f\u064b\u0627 - \u0625\u0646\u0647\u0627 \u0639\u0627\u0626\u0644\u0629 \u0645\u062a\u0631\u0627\u0645\u064a\u0629 \u0627\u0644\u0623\u0637\u0631\u0627\u0641 \u062a\u063a\u0637\u064a \u0627\u0644\u0646\u0635 \u0648\u0627\u0644\u0631\u0624\u064a\u0629 \u0648\u0627\u0644\u0635\u0648\u062a \u0648\u0627\u0644\u0631\u0645\u0632 \u0648\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a \u0648\u0627\u0644\u062a\u0636\u0645\u064a\u0646\u0627\u062a\u060c \u0628\u0623\u062d\u062c\u0627\u0645 \u062a\u062a\u0631\u0627\u0648\u062d \u0628\u064a\u0646 \u0646\u0645\u0627\u0630\u062c \u0623\u0642\u0644 \u0645\u0646 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u064a\u0627\u0631 \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u0627\u0644\u0647\u0627\u062a\u0641 \u0625\u0644\u0649 \u0646\u0645\u0627\u0630\u062c \u0631\u0626\u064a\u0633\u064a\u0629 \u0628\u062a\u0631\u064a\u0644\u064a\u0648\u0646 \u0645\u0639\u064a\u0627\u0631. \u0648\u0642\u062f \u0642\u0627\u0645\u062a \u0634\u0631\u0643\u0629 \u0639\u0644\u064a \u0628\u0627\u0628\u0627 \u0628\u0625\u062a\u0627\u062d\u0629 \u062d\u0635\u0629 \u0647\u0627\u0626\u0644\u0629 \u0645\u0646 \u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644 Qwen\u060c \u0625\u0644\u0649 \u062c\u0627\u0646\u0628 Llama \u0645\u0646 Meta\u060c \u0623\u062d\u062f \u0631\u0643\u064a\u0632\u062a\u064a \u0627\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u0628\u064a\u0626\u064a \u0627\u0644\u0639\u0627\u0644\u0645\u064a \u0627\u0644\u0645\u0641\u062a\u0648\u062d.<\/p>\n<div class=\"convly-specs\">\n<div><strong>\u0627\u0644\u0634\u0631\u0643\u0629<\/strong><span>\u0639\u0644\u064a \u0628\u0627\u0628\u0627 \u0643\u0644\u0627\u0648\u062f (\u0627\u0644\u0635\u064a\u0646)<\/span><\/div>\n<div><strong>\u0627\u0644\u0631\u0627\u0626\u062f<\/strong><span>\u0643\u0648\u064a\u0646 3.7 \u0645\u0627\u0643\u0633 (19 \u0645\u0627\u064a\u0648 2026)<\/span><\/div>\n<div><strong>\u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u0639\u0645\u0627\u0631\u064a\u0629<\/strong><span>\u0645\u062a\u0641\u0631\u0642\u0627\u062a \u0648\u0632\u0627\u0631\u0629 \u0627\u0644\u062a\u0631\u0628\u064a\u0629 \u0648\u0627\u0644\u062a\u0639\u0644\u064a\u0645\u060c \u0645\u0639\u0644\u0645\u0627\u062a \u0625\u062c\u0645\u0627\u0644\u064a\u0629 ~ 1T<\/span><\/div>\n<div><strong>\u0646\u0627\u0641\u0630\u0629 \u0627\u0644\u0633\u064a\u0627\u0642<\/strong><span>1,000,000 \u062a\u0648\u0643\u0646 (\u0631\u0627\u0626\u062f)<\/span><\/div>\n<div><strong>\u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u0639\u0627\u0626\u0644\u064a<\/strong><span>0.5B \u2192 1T \u0628\u0627\u0631\u0627\u0645\u062a\u0631\u0627\u062a\u061b \u0646\u0635\u060c \u0631\u0624\u064a\u0629\u060c \u0635\u0648\u062a\u060c \u0631\u0645\u0632<\/span><\/div>\n<div><strong>\u0627\u0644\u062a\u0631\u062e\u064a\u0635<\/strong><span>\u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0645\u0648\u062f\u064a\u0644\u0627\u062a Apache 2.0\u061b \u0633\u0644\u0633\u0644\u0629 \u0645\u0627\u0643\u0633 \u0627\u0644\u062e\u0627\u0635\u0629<\/span><\/div>\n<div><strong>\u0627\u0644\u062a\u0633\u0639\u064a\u0631 \u0627\u0644\u0631\u0626\u064a\u0633\u064a<\/strong><span>~$2.50T2.50 \u0644\u0644\u062f\u0627\u062e\u0644 \/ $7.50 \u0644\u0644\u062e\u0627\u0631\u062c \u0644\u0643\u0644 1 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646<\/span><\/div>\n<div><strong>\u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0640<\/strong><span>\u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u0631\u064a\u062f \u0639\u0627\u0626\u0644\u0629 \u0648\u0627\u062d\u062f\u0629 \u0645\u0646 \u0627\u0644\u062d\u0627\u0641\u0629 \u0625\u0644\u0649 \u0627\u0644\u062d\u062f\u0648\u062f<\/span><\/div>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"The_flagship_Qwen37_Max\"><\/span>\u0627\u0644\u0631\u0627\u0626\u062f \u0643\u0648\u064a\u0646 3.7 \u0645\u0627\u0643\u0633<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0635\u062f\u0631 \u0641\u064a 19 \u0645\u0627\u064a\u0648 2026, <strong>\u0643\u0648\u064a\u06463.7 \u0643\u062d\u062f \u0623\u0642\u0635\u0649<\/strong> \u0647\u0648 \u0646\u0645\u0648\u0630\u062c \u0639\u0644\u064a \u0628\u0627\u0628\u0627 \u0627\u0644\u0623\u0643\u062b\u0631 \u0642\u062f\u0631\u0629 \u0648\u0639\u0644\u0627\u0645\u0629 \u0641\u0627\u0631\u0642\u0629 \u062d\u0642\u064a\u0642\u064a\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0635\u064a\u0646\u064a:<\/p>\n<ul>\n<li><strong>56.6 \u0639\u0644\u0649 \u0645\u0624\u0634\u0631 \u0630\u0643\u0627\u0621 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a 56.6 \u0639\u0644\u0649 \u0645\u0624\u0634\u0631 \u0630\u0643\u0627\u0621 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong> - \u0623\u0639\u0644\u0649 10 \u0645\u0631\u0627\u062a\u0628 \u0639\u0627\u0644\u0645\u064a\u0629 \u0648\u0623\u0639\u0644\u0649 \u0645\u0631\u062a\u0628\u0629 \u062d\u0642\u0642\u0647\u0627 \u0623\u064a \u0645\u0648\u062f\u064a\u0644 \u0635\u064a\u0646\u064a \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u0639\u064a\u0627\u0631 \u0627\u0644\u0645\u0633\u062a\u0642\u0644.<\/li>\n<li><strong>92.4 \u0639\u0644\u0649 \u0628\u0631\u0646\u0627\u0645\u062c GPQA Diamond<\/strong> (\u0639\u0644\u0648\u0645 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0639\u0644\u064a\u0627) \u0648 <strong>97.1 \u0639\u0644\u0649 HMMT \u0641\u0628\u0631\u0627\u064a\u0631 2026<\/strong> (\u0631\u064a\u0627\u0636\u064a\u0627\u062a \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u0629) - \u0627\u0644\u0623\u0639\u0644\u0649 \u0641\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629.<\/li>\n<li><strong>1M-\u0633\u064a\u0627\u0642 \u0627\u0644\u0631\u0645\u0632 \u0627\u0644\u0645\u0645\u064a\u0632<\/strong> \u0645\u0639 \u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0645\u0648\u0633\u0639 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u064b\u0627.<\/li>\n<li>\u062a\u0633\u0639\u064a\u0631 <strong>\u0645\u062f\u062e\u0644\u0627\u062a $2.50 \/ \u0645\u062e\u0631\u062c $7.50<\/strong> \u0644\u0643\u0644 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646\u060c \u0645\u0639 \u0645\u062f\u062e\u0644\u0627\u062a \u0645\u062e\u0632\u0646\u0629 \u0645\u0624\u0642\u062a\u064b\u0627 \u0639\u0646\u062f $0.25.<\/li>\n<\/ul>\n<p>\u0644\u0627 \u064a\u0632\u0627\u0644 \u0627\u0644\u0625\u0635\u062f\u0627\u0631 \u0627\u0644\u0633\u0627\u0628\u0642\u060c Qwen3.6 \u0645\u0627\u0643\u0633 (\u0623\u0628\u0631\u064a\u0644 2026)\u060c \u0645\u062a\u0627\u062d\u064b\u0627 \u0628\u062a\u0643\u0644\u0641\u0629 \u0623\u0642\u0644 (\u062d\u0648\u0627\u0644\u064a $1.04\/$6.24). \u0648\u0643\u0644\u0627\u0647\u0645\u0627 \u0645\u0645\u0644\u0648\u0643\u0627\u0646 \u0648\u064a\u062a\u0645 \u062a\u0642\u062f\u064a\u0645\u0647\u0645\u0627 \u0645\u0646 \u062e\u0644\u0627\u0644 Alibaba Cloud Model Studio \u0648OpenRouter \u0648Algusta AI.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"The_real_story_the_open-weight_family\"><\/span>\u0627\u0644\u0642\u0635\u0629 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629: \u0627\u0644\u0639\u0627\u0626\u0644\u0629 \u0630\u0627\u062a \u0627\u0644\u0648\u0632\u0646 \u0627\u0644\u0645\u0641\u062a\u0648\u062d<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062a\u0633\u062a\u062d\u0648\u0630 \u0633\u064a\u0627\u0631\u0629 \u0645\u0627\u0643\u0633 \u0627\u0644\u0631\u0627\u0626\u062f\u0629 \u0639\u0644\u0649 \u0627\u0644\u0639\u0646\u0627\u0648\u064a\u0646 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0627\u0644\u0642\u064a\u0627\u0633\u064a\u0629\u060c \u0648\u0644\u0643\u0646 \u0633\u0644\u0627\u062d \u0643\u0648\u064a\u0646 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a \u0647\u0648 <strong>\u0643\u062a\u0627\u0644\u0648\u062c \u0627\u0644\u0648\u0632\u0646 \u0627\u0644\u0645\u0641\u062a\u0648\u062d<\/strong>. \u0623\u0635\u062f\u0631\u062a \u0634\u0631\u0643\u0629 \u0639\u0644\u064a \u0628\u0627\u0628\u0627 \u0627\u0644\u0639\u0634\u0631\u0627\u062a \u0645\u0646 \u0646\u0645\u0627\u0630\u062c Qwen \u0628\u0645\u0648\u062c\u0628 \u062a\u0631\u0627\u062e\u064a\u0635 \u0645\u062a\u0633\u0627\u0647\u0644\u0629 (\u0645\u0639\u0638\u0645\u0647\u0627 Apache 2.0)\u060c \u062a\u0645\u062a\u062f \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 :<\/p>\n<ul>\n<li><strong>\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0646\u0635\u064a\u0629 \u0627\u0644\u0643\u062b\u064a\u0641\u0629 \u0648\u0646\u0645\u0627\u0630\u062c \u0646\u0635 \u0648\u0632\u0627\u0631\u0629 \u0627\u0644\u062a\u0631\u0628\u064a\u0629 \u0648\u0627\u0644\u062a\u0639\u0644\u064a\u0645<\/strong> \u0645\u0646 0.5 \u0645\u0644\u064a\u0627\u0631 \u0625\u0644\u0649 \u0645\u0626\u0627\u062a \u0627\u0644\u0645\u0644\u064a\u0627\u0631\u0627\u062a \u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a.<\/li>\n<li><strong>\u0643\u0648\u064a\u0646-\u0641\u064a\u0644<\/strong> \u0646\u0645\u0627\u0630\u062c \u0644\u063a\u0629 \u0627\u0644\u0631\u0624\u064a\u0629 - \u0627\u0644\u0644\u063a\u0629.<\/li>\n<li><strong>\u0643\u0648\u064a\u0646-\u0643\u0648\u062f\u0631<\/strong> \u0646\u0645\u0627\u0630\u062c \u0645\u0636\u0628\u0648\u0637\u0629 \u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a.<\/li>\n<li><strong>\u0643\u0648\u064a\u0646-\u0623\u0648\u062f\u064a\u0648<\/strong> \u0648\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0636\u0645\u064a\u0646.<\/li>\n<\/ul>\n<p>\u0647\u0630\u0627 \u0627\u0644\u0623\u0645\u0631 \u0645\u0647\u0645 \u0644\u0623\u0646\u0647 \u064a\u062c\u0639\u0644 Qwen \u0623\u0633\u0627\u0633\u064b\u0627 \u0644\u0622\u0644\u0627\u0641 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u0629 \u0648\u0627\u0644\u0645\u0634\u062a\u0642\u0627\u062a \u0641\u064a \u062c\u0645\u064a\u0639 \u0623\u0646\u062d\u0627\u0621 \u0627\u0644\u0639\u0627\u0644\u0645. \u0625\u0630\u0627 \u0643\u0646\u062a \u0642\u062f \u0627\u0633\u062a\u062e\u062f\u0645\u062a \u0646\u0645\u0648\u0630\u062c\u064b\u0627 \u0635\u064a\u0646\u064a\u064b\u0627 \u0645\u0641\u062a\u0648\u062d\u064b\u0627 \u0635\u064a\u0646\u064a\u064b\u0627 \u063a\u064a\u0631 DeepSeek\u060c \u0641\u0645\u0646 \u0627\u0644\u0645\u062d\u062a\u0645\u0644 \u062c\u062f\u064b\u0627 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0645\u0634\u062a\u0642\u064b\u0627 \u0645\u0646 Qwen. \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0645\u0646\u0634\u0626\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u0631\u063a\u0628\u0648\u0646 \u0641\u064a \u0627\u0645\u062a\u0644\u0627\u0643 \u0645\u0643\u062f\u0633\u0647\u0645 - \u0627\u0644\u0636\u0628\u0637 \u0627\u0644\u062f\u0642\u064a\u0642\u060c \u0648\u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629\u060c \u0648\u0639\u062f\u0645 \u0627\u0644\u062a\u0628\u0639\u064a\u0629 \u0644\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a - \u062a\u0642\u062f\u0645 Qwen \u062e\u064a\u0627\u0631\u0627\u062a \u062d\u062c\u0645\/\u0642\u062f\u0631\u0629 \u0623\u0643\u062b\u0631 \u0645\u0646 \u0623\u064a \u0645\u0646\u0627\u0641\u0633.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Where_Qwen_wins\"><\/span>\u062d\u064a\u062b \u064a\u0641\u0648\u0632 \u0643\u0648\u064a\u0646<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3>1. \u0627\u062a\u0633\u0627\u0639 \u0627\u0644\u0639\u0627\u0626\u0644\u0629 - \u0645\u0646 \u0627\u0644\u062d\u0627\u0641\u0629 \u0625\u0644\u0649 \u0627\u0644\u062d\u062f\u0648\u062f<\/h3>\n<p>\u0644\u0627 \u0623\u062d\u062f \u0622\u062e\u0631 \u064a\u063a\u0637\u064a \u0627\u0644\u0637\u064a\u0641 \u0627\u0644\u0643\u0627\u0645\u0644 \u0628\u0647\u0630\u0627 \u0627\u0644\u0634\u0643\u0644 \u0627\u0644\u062c\u064a\u062f. \u064a\u0645\u0643\u0646\u0643 \u0648\u0636\u0639 \u0646\u0645\u0648\u0630\u062c \u0623\u0648\u0644\u064a \u0639\u0644\u0649 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a 1T Max\u060c \u062b\u0645 \u0646\u0634\u0631 \u0646\u0645\u0648\u0630\u062c \u0645\u0641\u062a\u0648\u062d 7B \u0645\u0636\u0628\u0648\u0637 \u0628\u062f\u0642\u0629 \u0639\u0644\u0649 \u0623\u062c\u0647\u0632\u062a\u0643 \u0627\u0644\u062e\u0627\u0635\u0629\u060c \u0648\u0627\u0644\u0628\u0642\u0627\u0621 \u062f\u0627\u062e\u0644 \u0639\u0627\u0626\u0644\u0629 \u0646\u0645\u0627\u0630\u062c \u0648\u0627\u062d\u062f\u0629 \u0645\u0639 \u0633\u0644\u0648\u0643 \u0645\u062a\u0633\u0642 \u0648\u062a\u0631\u0645\u064a\u0632 \u0645\u062a\u0646\u0627\u0633\u0642. \u0647\u0630\u0627 \u0627\u0644\u0627\u062a\u0633\u0627\u0642 \u0630\u0648 \u0642\u064a\u0645\u0629 \u062d\u0642\u064a\u0642\u064a\u0629 \u0644\u0641\u0631\u0642 \u0627\u0644\u0625\u0646\u062a\u0627\u062c.<\/p>\n<h3>2. \u0639\u0645\u0642 \u0627\u0644\u0648\u0632\u0646 \u0627\u0644\u0645\u0641\u062a\u0648\u062d<\/h3>\n<p>\u0627\u0644\u062a\u0632\u0627\u0645 \u0639\u0644\u064a \u0628\u0627\u0628\u0627 \u0628\u0627\u0644\u0623\u0648\u0632\u0627\u0646 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u064a\u0646\u0627\u0641\u0633 \u0627\u0644\u062a\u0632\u0627\u0645 \u0645\u064a\u062a\u0627. \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0623\u064a \u0634\u062e\u0635 \u064a\u0628\u0646\u064a \u0639\u0644\u0649 \u0646\u0645\u0627\u0630\u062c \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629\u060c \u0641\u0625\u0646 \u0643\u062a\u0627\u0644\u0648\u062c Qwen \u0647\u0648 \u0623\u0639\u0645\u0642 \u0642\u0627\u0626\u0645\u0629 \u0645\u062a\u0627\u062d\u0629 - \u0648\u0627\u0644\u062a\u0631\u0627\u062e\u064a\u0635 \u0645\u0644\u0627\u0626\u0645\u0629 \u0644\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629.<\/p>\n<h3>3. \u0642\u0648\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0648\u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637<\/h3>\n<p>\u062a\u0645 \u062a\u062f\u0631\u064a\u0628 Qwen \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0644\u064a \u0628\u0627\u0628\u0627 \u0627\u0644\u0636\u062e\u0645\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0648\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629\u060c \u0648\u0647\u0648 \u0642\u0648\u064a \u0628\u0634\u0643\u0644 \u0627\u0633\u062a\u062b\u0646\u0627\u0626\u064a \u0639\u0628\u0631 \u0627\u0644\u0644\u063a\u062a\u064a\u0646 \u0627\u0644\u0635\u064a\u0646\u064a\u0629 \u0648\u0627\u0644\u0625\u0646\u062c\u0644\u064a\u0632\u064a\u0629 \u0648\u0639\u0634\u0631\u0627\u062a \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0627\u0644\u0631\u0624\u064a\u0629 \u0648\u0627\u0644\u0635\u0648\u062a. \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0623\u062d\u0645\u0627\u0644 \u0627\u0644\u0639\u0645\u0644 \u063a\u064a\u0631 \u0627\u0644\u0625\u0646\u062c\u0644\u064a\u0632\u064a\u0629 \u0648\u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637\u060c \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u064a\u0643\u0648\u0646 \u0623\u0641\u0636\u0644 \u062e\u064a\u0627\u0631 \u0645\u0641\u062a\u0648\u062d.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Where_Qwen_loses_%E2%80%94_the_honest_caveats\"><\/span>\u062d\u064a\u062b \u064a\u062e\u0633\u0631 \u0643\u0648\u064a\u0646 - \u0627\u0644\u0645\u062d\u0627\u0630\u064a\u0631 \u0627\u0644\u0635\u0627\u062f\u0642\u0629<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3>1. \u0623\u0641\u0636\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0645\u063a\u0644\u0642\u0629<\/h3>\n<p>\u064a\u0639\u062f Qwen3.7 Max \u0627\u0644\u0630\u064a \u064a\u062a\u0635\u062f\u0631 \u0627\u0644\u0639\u0646\u0627\u0648\u064a\u0646 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0645\u0645\u0644\u0648\u0643\u064b\u0627 \u0644\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0641\u0642\u0637. \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u0633\u0628\u0628 \u0648\u0631\u0627\u0621 \u0627\u062e\u062a\u064a\u0627\u0631\u0643 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0635\u064a\u0646\u064a \u0647\u0648 \u0627\u0644\u0627\u0646\u0641\u062a\u0627\u062d\u060c \u0641\u0625\u0646 \u0627\u0644\u062c\u0632\u0621 \u0627\u0644\u0639\u0644\u0648\u064a \u0645\u0646 \u0645\u062c\u0645\u0648\u0639\u0629 Qwen \u0644\u0627 \u064a\u0648\u0641\u0631 \u0630\u0644\u0643 - \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \u0625\u0644\u0649 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 (\u0627\u0644\u062a\u064a \u0644\u0627 \u062a\u0632\u0627\u0644 \u0645\u0645\u062a\u0627\u0632\u0629) \u0641\u064a \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0623\u062f\u0646\u0649.<\/p>\n<h3>2. \u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0648\u0645\u062d\u0627\u0630\u064a\u0631 \u0627\u0644\u0627\u0639\u062a\u062f\u0627\u0644<\/h3>\n<p>\u062a\u0639\u0645\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0640 Model Studio \u0639\u0644\u0649 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0644\u0640 Alibaba Cloud \u0641\u064a \u0627\u0644\u0635\u064a\u0646\u060c \u0645\u0639 \u0646\u0641\u0633 \u0627\u0639\u062a\u0628\u0627\u0631\u0627\u062a \u0625\u0642\u0627\u0645\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0645\u062b\u0644 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0641\u064a \u0627\u0644\u0635\u064a\u0646. \u062a\u062a\u062c\u0646\u0628 \u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0644\u0644\u0623\u0648\u0632\u0627\u0646 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0647\u0630\u0627 \u0627\u0644\u0623\u0645\u0631.<\/p>\n<h3>3. \u0627\u0644\u062a\u062c\u0632\u0626\u0629<\/h3>\n<p>\u0627\u062a\u0633\u0627\u0639 \u0627\u0644\u0639\u0627\u0626\u0644\u0629 \u0647\u0648 \u0623\u064a\u0636\u064b\u0627 \u0646\u0642\u0637\u0629 \u0636\u0639\u0641: \u0645\u0639 \u0648\u062c\u0648\u062f \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u0627\u0644\u0625\u0635\u062f\u0627\u0631\u0627\u062a\u060c \u0641\u0625\u0646 \u0627\u062e\u062a\u064a\u0627\u0631 Qwen \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0644\u0645\u0647\u0645\u0629 \u0645\u0627 \u064a\u062a\u0637\u0644\u0628 \u0627\u0644\u0628\u062d\u062b. \u0644\u0627 \u062a\u0648\u062c\u062f \u0625\u062c\u0627\u0628\u0629 \u0648\u0627\u062d\u062f\u0629 \u201c\u0641\u0642\u0637 \u0627\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0627 \u0627\u0644\u0637\u0631\u0627\u0632\u201d \u0643\u0645\u0627 \u0647\u0648 \u0627\u0644\u062d\u0627\u0644 \u0645\u0639 \u0627\u0644\u0645\u062e\u062a\u0628\u0631 \u0630\u064a \u0627\u0644\u0637\u0631\u0627\u0632 \u0627\u0644\u0648\u0627\u062d\u062f.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Qwen_vs_the_field\"><\/span>\u0643\u0648\u064a\u0646 \u0636\u062f \u0627\u0644\u0645\u064a\u062f\u0627\u0646<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<table class=\"convly-vs\">\n<thead>\n<tr>\n<th>\u0627\u0644\u0628\u0639\u062f<\/th>\n<th>Qwen<\/th>\n<th><a href=\"https:\/\/convly.ai\/ar\/deepseek-v4\/\">\u062f\u064a\u0628 \u0633\u064a\u0643 V4 (DeepSeek V4)<\/a><\/th>\n<th>\u0644\u0627\u0645\u0627 (\u0645\u064a\u062a\u0627)<\/th>\n<th>GPT-5.5<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0627\u062a\u0633\u0627\u0639 \u0639\u0627\u0626\u0644\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c<\/td>\n<td class=\"convly-vs-winner\">\u0627\u0644\u0623\u0648\u0633\u0639 (\u0627\u0644\u062d\u0627\u0641\u0629 \u2192 \u0627\u0644\u062d\u062f\u0648\u062f)<\/td>\n<td>\u0636\u064a\u0642\u0629<\/td>\n<td>\u0639\u0631\u064a\u0636<\/td>\n<td>\u0636\u064a\u0642\u0629<\/td>\n<\/tr>\n<tr>\n<td>\u0639\u0645\u0642 \u0627\u0644\u0648\u0632\u0646 \u0627\u0644\u0645\u0641\u062a\u0648\u062d<\/td>\n<td class=\"convly-vs-winner\">\u0623\u0639\u0645\u0642<\/td>\n<td>\u0642\u0648\u064a (\u0645\u0639\u0647\u062f \u0645\u0627\u0633\u0627\u062a\u0634\u0648\u0633\u062a\u0633 \u0644\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627)<\/td>\n<td class=\"convly-vs-winner\">\u0627\u0644\u0639\u0645\u0642<\/td>\n<td>\u0644\u0627 \u064a\u0648\u062c\u062f<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0645\u062a\u0637\u0648\u0631<\/td>\n<td class=\"convly-vs-winner\">\u0623\u0641\u0636\u0644 10 \u0634\u0631\u0643\u0627\u062a \u0639\u0627\u0644\u0645\u064a\u0629<\/td>\n<td>\u0642\u0648\u064a<\/td>\n<td>\u062e\u0644\u0641 \u0627\u0644\u062d\u062f\u0648\u062f<\/td>\n<td class=\"convly-vs-winner\">\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0631\u0627\u0626\u062f\u0629<\/td>\n<\/tr>\n<tr>\n<td>\u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a\/\u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0633\u0627\u0626\u0637<\/td>\n<td class=\"convly-vs-winner\">\u0645\u0645\u062a\u0627\u0632<\/td>\n<td>\u062c\u064a\u062f<\/td>\n<td>\u062c\u064a\u062f<\/td>\n<td>\u0645\u0645\u062a\u0627\u0632<\/td>\n<\/tr>\n<tr>\n<td>\u0623\u0641\u0636\u0644 \u0646\u0645\u0648\u0630\u062c \u0645\u0641\u062a\u0648\u062d\u061f<\/td>\n<td>\u0644\u0627 (\u0627\u0644\u062d\u062f \u0627\u0644\u0623\u0642\u0635\u0649 \u0644\u0644\u0625\u063a\u0644\u0627\u0642)<\/td>\n<td class=\"convly-vs-winner\">\u0646\u0639\u0645<\/td>\n<td class=\"convly-vs-winner\">\u0646\u0639\u0645<\/td>\n<td>\u0644\u0627<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><span class=\"ez-toc-section\" id=\"Pros_and_cons\"><\/span>\u0627\u0644\u0645\u0632\u0627\u064a\u0627 \u0648\u0627\u0644\u0639\u064a\u0648\u0628<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<div class=\"convly-procons\">\n<div class=\"pros\">\n<h4>\u0645\u062d\u062a\u0631\u0641\u0648 \u0643\u0648\u064a\u0646<\/h4>\n<ul>\n<li>\u0639\u0627\u0626\u0644\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0648\u0633\u0639 \u0646\u0637\u0627\u0642\u0627\u064b \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a - \u0645\u0646 \u0627\u0644\u062d\u0627\u0641\u0629 \u0625\u0644\u0649 \u0627\u0644\u062d\u062f\u0648\u062f<\/li>\n<li>\u0623\u0639\u0645\u0642 \u0643\u062a\u0627\u0644\u0648\u062c \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0648\u0632\u0646 (Apache 2.0)<\/li>\n<li>\u062a\u0635\u062f\u0631\u062a \u0634\u0631\u0643\u0629 Flagship \u0627\u0644\u0645\u0631\u0627\u0643\u0632 \u0627\u0644\u0640 10 \u0627\u0644\u0623\u0648\u0644\u0649 \u0639\u0627\u0644\u0645\u064a\u064b\u0627 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621<\/li>\n<li>\u062a\u063a\u0637\u064a\u0629 \u0645\u062a\u0645\u064a\u0632\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0648\u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637<\/li>\n<li>\u0645\u062f\u0639\u0648\u0645\u064b\u0627 \u0628\u0645\u0642\u064a\u0627\u0633 Alibaba Cloud \u0648\u0645\u0648\u062b\u0648\u0642\u064a\u062a\u0647\u0627<\/li>\n<\/ul>\n<\/div>\n<div class=\"cons\">\n<h4>\u0633\u0644\u0628\u064a\u0627\u062a \u0643\u0648\u064a\u0646<\/h4>\n<ul>\n<li>\u0623\u0641\u0636\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c (\u0645\u0627\u0643\u0633) \u0647\u064a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0645\u0644\u0648\u0643\u0629 \u0644\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0641\u0642\u0637<\/li>\n<li>\u062a\u0646\u0637\u0648\u064a \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u0639\u0644\u0649 \u0645\u062d\u0627\u0630\u064a\u0631 \u0625\u0642\u0627\u0645\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0635\u064a\u0646\u064a\u0629<\/li>\n<li>\u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0627\u0644\u0639\u0627\u0626\u0644\u064a\u0629 - \u0645\u0646 \u0627\u0644\u0635\u0639\u0628 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0646\u0627\u0633\u0628<\/li>\n<li>\u0627\u0644\u0625\u0634\u0631\u0627\u0641 \u0639\u0644\u0649 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0639\u0644\u0649 \u0627\u0644\u062e\u062f\u0645\u0629 \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<h2><span class=\"ez-toc-section\" id=\"How_to_access_Qwen\"><\/span>\u0643\u064a\u0641\u064a\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0643\u0648\u064a\u0646<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><strong>\u0627\u0644\u0631\u0627\u0626\u062f (\u0645\u0627\u0643\u0633):<\/strong> Alibaba Cloud Model Studio\u060c \u0648OpenRouter\u060c \u0648Albi - \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0641\u0642\u0637.<\/li>\n<li><strong>\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629:<\/strong> \u0642\u0645 \u0628\u062a\u0646\u0632\u064a\u0644 Qwen3 \u0648 Qwen-Coder \u0648 Qwen-VL \u0648\u063a\u064a\u0631\u0647\u0627 \u0645\u0646 Hugging Face \/ ModelScope \u0648\u0642\u0645 \u0628\u0627\u0633\u062a\u0636\u0627\u0641\u062a\u0647\u0627 \u0630\u0627\u062a\u064a\u064b\u0627 \u0623\u0648 \u0636\u0628\u0637\u0647\u0627 \u0628\u062f\u0642\u0629.<\/li>\n<li><strong>\u0627\u0644\u062f\u0631\u062f\u0634\u0629:<\/strong> \u062a\u0637\u0628\u064a\u0642 Qwen Chat \u0639\u0644\u0649 \u0627\u0644\u0648\u064a\u0628 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0639\u0627\u062f\u064a.<\/li>\n<\/ul>\n<p><!--ai-enriched--><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Which_Qwen_should_you_actually_run_on_your_hardware\"><\/span>\u0623\u064a \u0625\u0635\u062f\u0627\u0631 \u0645\u0646 Qwen \u064a\u0646\u0628\u063a\u064a \u0639\u0644\u064a\u0643 \u0641\u0639\u0644\u064a\u064b\u0651\u0627 \u062a\u0634\u063a\u064a\u0644\u0647 \u0639\u0644\u0649 \u062c\u0647\u0627\u0632\u0643\u061f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Qwen&#8217;s biggest practical advantage is also its biggest source of confusion: there are too many models to choose from. The honest shortcut is to start from the hardware you own and work backwards. Almost every Qwen size ships in the GGUF format that Ollama, LM Studio and llama.cpp expect, and the <strong>Q4_K_M<\/strong> \u064a\u064f\u0639\u062f \u0627\u0644\u062a\u0643\u0645\u064a\u0629 \u0627\u0644\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0644\u0644\u062c\u0645\u064a\u0639 \u062a\u0642\u0631\u064a\u0628\u064b\u0627 \u2014 \u0641\u0647\u064a \u062a\u0642\u0644\u0635 \u062d\u062c\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0646\u062d\u0648 \u062b\u0644\u0627\u062b\u0629 \u0625\u0644\u0649 \u0623\u0631\u0628\u0639\u0629 \u0623\u0636\u0639\u0627\u0641 \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0627\u0644\u062f\u0642\u0629 \u0627\u0644\u0643\u0627\u0645\u0644\u0629\u060c \u0645\u0642\u0627\u0628\u0644 \u062e\u0633\u0627\u0631\u0629 \u0637\u0641\u064a\u0641\u0629 \u0641\u064a \u0627\u0644\u062c\u0648\u062f\u0629 \u0641\u0642\u0637. \u0627\u062e\u062a\u0631 \u0641\u0626\u0629 \u0623\u062f\u0646\u0649 \u0645\u0646 \u0642\u062f\u0631\u0627\u062a \u062c\u0647\u0627\u0632\u0643\u060c \u0648\u0627\u062e\u062a\u0631 \u0623\u0643\u0628\u0631 \u0646\u0645\u0648\u0630\u062c \u064a\u062a\u0646\u0627\u0633\u0628 \u0645\u0639 \u0647\u0630\u0647 \u0627\u0644\u0641\u0626\u0629 \u0645\u0639 \u062a\u0631\u0643 \u0645\u0633\u0627\u062d\u0629 \u0643\u0627\u0641\u064a\u0629 \u0644\u0644\u0633\u064a\u0627\u0642.<\/p>\n<table class=\"convly-vs\">\n<tr>\n<th>\u0623\u062c\u0647\u0632\u062a\u0643<\/th>\n<th>\u0623\u0641\u0636\u0644 \u0625\u0639\u062f\u0627\u062f\u0627\u062a Qwen \u0644\u0644\u062a\u0634\u063a\u064a\u0644 (Q4_K_M)<\/th>\n<th>\u0645\u0627 \u064a\u0645\u0643\u0646 \u062a\u0648\u0642\u0639\u0647<\/th>\n<\/tr>\n<tr>\n<td>\u0627\u0644\u0647\u0627\u062a\u0641 \/ \u0631\u0627\u0633\u0628\u064a\u0631\u064a \u0628\u0627\u064a (\u0630\u0627\u0643\u0631\u0629 \u0648\u0635\u0648\u0644 \u0639\u0634\u0648\u0627\u0626\u064a \u0645\u0646 4 \u0625\u0644\u0649 8 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a)<\/td>\n<td>0.6B\u20134B \u0643\u062b\u064a\u0641\u0629 (\u0645\u062b\u0644 \u0646\u0645\u0648\u0630\u062c \u0633\u0644\u0633\u0644\u0629 \u0635\u063a\u064a\u0631\u0629 \u064a\u0628\u0644\u063a \u062d\u062c\u0645\u0647 ~1.7B)<\/td>\n<td>\u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u062f\u0648\u0646 \u0627\u062a\u0635\u0627\u0644 \u0628\u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0648\u062a\u0644\u062e\u064a\u0635 \u0627\u0644\u0646\u0635\u0648\u0635\u061b \u064a\u0628\u0644\u063a \u062d\u062c\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0630\u064a \u064a\u0628\u0644\u063a \u062d\u062c\u0645\u0647 \u062d\u0648\u0627\u0644\u064a 0.6 \u0645\u0644\u064a\u0627\u0631 \u062d\u0648\u0627\u0644\u064a 500 \u0645\u064a\u063a\u0627\u0628\u0627\u064a\u062a\u060c \u0648\u064a\u0639\u0645\u0644 \u0628\u0645\u0639\u062f\u0644 \u064a\u062a\u0631\u0627\u0648\u062d \u0628\u064a\u0646 15 \u064825 \u0631\u0645\u0632\u064b\u0627 \u0641\u064a \u0627\u0644\u062b\u0627\u0646\u064a\u0629 \u062a\u0642\u0631\u064a\u0628\u064b\u0627<\/td>\n<\/tr>\n<tr>\n<td>\u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPU) \u0628\u0633\u0639\u0629 8 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a (RTX 3060 \/ 4060)<\/td>\n<td>8B \u0643\u062b\u064a\u0641<\/td>\n<td>\u0645\u0633\u0627\u0639\u062f \u0639\u0627\u0645 \u0633\u0631\u064a\u0639\u060c \u064a\u0628\u0644\u063a \u0645\u0639\u062f\u0644 \u0623\u062f\u0627\u0626\u0647 \u062d\u0648\u0627\u0644\u064a 40+ \u062a\u0648\u0643\u0646 \u0641\u064a \u0627\u0644\u062b\u0627\u0646\u064a\u0629 \u2014 \u0646\u0642\u0637\u0629 \u0627\u0644\u0627\u0646\u0637\u0644\u0627\u0642 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062c\u0627\u062f<\/td>\n<\/tr>\n<tr>\n<td>\u0628\u0637\u0627\u0642\u0629 \u0631\u0633\u0648\u0645\u0627\u062a \u0628\u0633\u0639\u0629 12 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a (RTX 3060 12GB \/ 5070)<\/td>\n<td>14B \u0643\u062b\u064a\u0641<\/td>\n<td>\u062a\u062d\u0633\u0646 \u0645\u0644\u062d\u0648\u0638 \u0641\u064a \u0627\u0644\u0623\u062f\u0627\u0621\u061b \u064a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062d\u0648\u0627\u0644\u064a 11 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0625\u062c\u0645\u0627\u0644\u0627\u064b \u0639\u0646\u062f \u0633\u064a\u0627\u0642 8K<\/td>\n<\/tr>\n<tr>\n<td>\u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a (GPU) \u0628\u0633\u0639\u0629 24 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a (RTX 3090 \/ 4090 \/ 5090)<\/td>\n<td>\u0645\u0642\u0627\u0633 32B \u0643\u062b\u064a\u0641\u060c \u0623\u0648 \u0645\u0642\u0627\u0633 MoE \u0645\u0646 \u0641\u0626\u0629 30B (30B-A3B)<\/td>\n<td>\u0627\u0644\u0645\u0643\u0627\u0646 \u0627\u0644\u0645\u062b\u0627\u0644\u064a \u0645\u062d\u0644\u064a\u064b\u0651\u0627\u061b \u062c\u0648\u062f\u0629 \u062a\u0642\u062a\u0631\u0628 \u0645\u0646 \u0645\u0633\u062a\u0648\u0649 \u0628\u0637\u0627\u0642\u0627\u062a \u0627\u0644\u062d\u062f\u0648\u062f \u0641\u064a \u0628\u0637\u0627\u0642\u0629 \u0627\u0633\u062a\u0647\u0644\u0627\u0643\u064a\u0629 \u0648\u0627\u062d\u062f\u0629<\/td>\n<\/tr>\n<tr>\n<td>48 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0623\u0648 \u0623\u0643\u062b\u0631\u060c \u0623\u0648 64 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0623\u0648 \u0623\u0643\u062b\u0631 \u0645\u0639 \u0645\u0639\u0627\u0644\u062c Apple Silicon<\/td>\n<td>\u0646\u0645\u0648\u0630\u062c MoE \u0643\u0628\u064a\u0631 \u0645\u062b\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0631\u0627\u0626\u062f 235B-A22B<\/td>\n<td>\u0623\u0641\u0636\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u0636\u0627\u0641\u062a\u0647\u0627 \u0628\u0646\u0641\u0633\u0643 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062e\u0627\u062f\u0645<\/td>\n<\/tr>\n<\/table>\n<p>\u0647\u0646\u0627\u0643 \u0642\u0627\u0639\u062f\u062a\u0627\u0646 \u062a\u0642\u064a\u0627\u0646\u0643 \u0645\u0646 \u0627\u0644\u0648\u0642\u0648\u0639 \u0641\u064a \u0627\u0644\u0645\u0634\u0627\u0643\u0644. \u0623\u0648\u0644\u0627\u064b\u060c \u0627\u062a\u0631\u0643 \u0645\u0633\u0627\u062d\u0629 \u0627\u062d\u062a\u064a\u0627\u0637\u064a\u0629: \u0641\u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0630\u064a \u064a\u0645\u0644\u0623 \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0641\u064a\u062f\u064a\u0648 (VRAM) \u0628\u0627\u0644\u0643\u0627\u0645\u0644 \u0633\u064a\u062a\u0633\u0628\u0628 \u0641\u064a \u062d\u062f\u0648\u062b \u062a\u062c\u0627\u0648\u0632 \u0644\u0644\u0633\u0639\u0629 \u0628\u0645\u062c\u0631\u062f \u062a\u062d\u0645\u064a\u0644 \u0645\u0648\u062c\u0647 \u0637\u0648\u064a\u0644\u060c \u0644\u0630\u0627 \u0642\u0645 \u0628\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u062d\u062c\u0645 \u0628\u0645\u0642\u062f\u0627\u0631 \u062f\u0631\u062c\u0629 \u0648\u0627\u062d\u062f\u0629 \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0639\u0645\u0644 \u0645\u0639 \u0633\u064a\u0627\u0642\u0627\u062a \u0643\u0628\u064a\u0631\u0629. \u062b\u0627\u0646\u064a\u064b\u0627\u060c \u0639\u0646\u062f\u0645\u0627 \u062a\u0648\u0641\u0631 \u0639\u0627\u0626\u0644\u0629 \u00abopen-weight\u00bb <strong>\u0645\u0632\u064a\u062c \u0627\u0644\u062e\u0628\u0631\u0627\u0621 (MoE)<\/strong> \u0625\u0630\u0627 \u0643\u0627\u0646 \u0647\u0630\u0627 \u0627\u0644\u062e\u064a\u0627\u0631 \u0645\u062a\u0627\u062d\u064b\u0627 \u0641\u064a \u0641\u0626\u062a\u0643\u060c \u0641\u0627\u062e\u062a\u0631\u0647 \u2014 \u0641\u0627\u0644\u0646\u0645\u0648\u0630\u062c 30B-A3B \u064a\u0642\u062f\u0645 \u062c\u0648\u062f\u0629 \u062a\u0642\u0627\u0631\u0628 \u062c\u0648\u062f\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c 30B \u0627\u0644\u0643\u062b\u064a\u0641\u060c \u0628\u064a\u0646\u0645\u0627 \u062a\u0628\u0644\u063a \u062a\u0643\u0644\u0641\u0629 \u062a\u0634\u063a\u064a\u0644\u0647 \u062a\u0642\u0631\u064a\u0628\u064b\u0627 \u0646\u0641\u0633 \u062a\u0643\u0644\u0641\u0629 \u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0648\u0630\u062c 3B\u060c \u0644\u0623\u0646 \u0645\u0627 \u064a\u0642\u0627\u0631\u0628 3 \u0645\u0644\u064a\u0627\u0631\u0627\u062a \u0645\u0639\u0644\u0645\u0629 \u0641\u0642\u0637 \u064a\u062a\u0645 \u062a\u0646\u0634\u064a\u0637\u0647\u0627 \u0644\u0643\u0644 \u0631\u0645\u0632. \u062a\u0639\u062f \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0643\u062b\u064a\u0641\u0629 \u0623\u0628\u0633\u0637 \u0648\u0623\u0643\u062b\u0631 \u0642\u0627\u0628\u0644\u064a\u0629 \u0644\u0644\u062a\u0646\u0628\u0624 \u0628\u0647\u0627 \u0642\u0644\u064a\u0644\u0627\u064b\u061b \u0623\u0645\u0627 \u0646\u0645\u0627\u0630\u062c MoE \u0641\u0647\u064a \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0623\u0630\u0643\u0649 \u0639\u0646\u062f\u0645\u0627 \u062a\u0631\u064a\u062f \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0623\u0642\u0635\u0649 \u0642\u062f\u0631 \u0645\u0646 \u0627\u0644\u0642\u062f\u0631\u0627\u062a \u0644\u0643\u0644 \u063a\u064a\u063a\u0627\u0628\u0627\u064a\u062a.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"FAQ\"><\/span>\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><!--geo-faq--><\/p>\n<h3>\u0647\u0644 \u062a\u0645\u062a\u0644\u0643 \u0634\u0631\u0643\u0629 \u0639\u0644\u064a \u0628\u0627\u0628\u0627 \u0646\u0645\u0648\u0630\u062c Qwen\u061f<\/h3>\n<p>Yes. Qwen is developed and owned by Alibaba Cloud, Alibaba&#8217;s cloud-computing division and China&#8217;s largest cloud provider. It carries the full backing of the trillion-dollar conglomerate, drawing on Alibaba Cloud&#8217;s infrastructure, e-commerce data, and organizational resources to train and ship the model family.<\/p>\n<h3>Is Qwen free and open source?<\/h3>\n<p>Mostly yes. Most of the Qwen family, including very capable models, is released under permissive Apache 2.0 open weights, spanning text, vision, audio, and code from 0.5B to hundreds of billions of parameters. The top-tier Qwen-Max flagship models, however, are proprietary and API-only.<\/p>\n<h3>What is the latest Qwen model?<\/h3>\n<p>Qwen3.7 Max, released May 19, 2026, is the latest flagship. It&#8217;s a sparse mixture-of-experts model with roughly 1 trillion total parameters and a 1-million-token context window, scoring 56.6 on the Artificial Analysis Intelligence Index, 92.4 on GPQA Diamond, and 97.1 on HMMT February 2026.<\/p>\n<h3>Qwen vs DeepSeek: which is better?<\/h3>\n<p>They win on different fronts. DeepSeek leads on price-performance and ships its very best model as open weights under an MIT license. Qwen wins on family breadth, multimodal and multilingual coverage, and top-end benchmark intelligence, ranking among the top-10 globally while releasing the deepest range of open-weight models.<\/p>\n<h3>\u0647\u0644 Qwen \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631\u061f<\/h3>\n<p>\u062c\u0632\u0626\u064a\u064b\u0627. \u064a\u062a\u0645 \u0625\u0635\u062f\u0627\u0631 \u0645\u0639\u0638\u0645 \u0639\u0627\u0626\u0644\u0629 Qwen - \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0642\u0627\u062f\u0631\u0629 \u0644\u0644\u063a\u0627\u064a\u0629 - \u062a\u062d\u062a \u0623\u0648\u0632\u0627\u0646 Apache 2.0 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629. \u0646\u0645\u0627\u0630\u062c Qwen-Max \u0627\u0644\u0631\u0627\u0626\u062f\u0629 \u0645\u0646 \u0627\u0644\u062f\u0631\u062c\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0647\u064a \u0646\u0645\u0627\u0630\u062c \u0645\u0645\u0644\u0648\u0643\u0629 \u0648\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0641\u0642\u0637. \u0644\u0630\u0627 \u0641\u0625\u0646 \u0639\u0628\u0627\u0631\u0629 \u201cQwen \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631\u201d \u0635\u062d\u064a\u062d\u0629 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0639\u0627\u0626\u0644\u0629 \u0648\u0644\u0643\u0646 \u0644\u064a\u0633 \u0644\u0623\u0641\u0636\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0639\u0644\u0649 \u0627\u0644\u0625\u0637\u0644\u0627\u0642.<\/p>\n<h3>\u0647\u0644 Qwen \u0623\u0641\u0636\u0644 \u0645\u0646 DeepSeek\u061f<\/h3>\n<p>\u0646\u0642\u0627\u0637 \u0642\u0648\u0629 \u0645\u062e\u062a\u0644\u0641\u0629. \u064a\u0641\u0648\u0632 DeepSeek \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0633\u0639\u0631\u064a \u0648\u064a\u0634\u062d\u0646 \u0623\u0641\u0636\u0644 \u0646\u0645\u0627\u0630\u062c\u0647\u0627 \u0643\u0623\u0648\u0632\u0627\u0646 \u0645\u0641\u062a\u0648\u062d\u0629. \u064a\u0641\u0648\u0632 Qwen \u0639\u0644\u0649 \u0627\u062a\u0633\u0627\u0639 \u0627\u0644\u0639\u0627\u0626\u0644\u0629\u060c \u0648\u0627\u0644\u062a\u063a\u0637\u064a\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637\/\u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0644\u063a\u0627\u062a\u060c \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0642\u064a\u0627\u0633\u064a \u0627\u0644\u0645\u062a\u0637\u0648\u0631 (Qwen3.7 \u0645\u0627\u0643\u0633 \u064a\u062d\u062a\u0644 \u0645\u0631\u062a\u0628\u0629 \u0623\u0639\u0644\u0649 \u0639\u0627\u0644\u0645\u064a\u064b\u0627). \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0645\u0631\u0648\u0646\u0629 \u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629\u060c \u0641\u0625\u0646 \u0643\u062a\u0627\u0644\u0648\u062c Qwen \u0623\u0639\u0645\u0642\u061b \u0623\u0645\u0627 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0645\u062a\u0627\u0632 \u0627\u0644\u0631\u062e\u064a\u0635\u060c \u0641\u0625\u0646 DeepSeek \u0623\u0628\u0633\u0637.<\/p>\n<h3>\u0645\u0627\u0630\u0627 \u062a\u0639\u0646\u064a \u201c\u0643\u0648\u064a\u0646\u201d\u061f<\/h3>\n<p>\u0625\u0646\u0647\u0627 \u0627\u062e\u062a\u0635\u0627\u0631 \u0644\u0643\u0644\u0645\u0629 Tongyi Qianwen (\u4e49\u5343)\u060c \u0648\u0647\u064a \u0627\u062e\u062a\u0635\u0627\u0631 \u0644\u0643\u0644\u0645\u0629 \u201c\u0627\u0644\u062d\u0642\u064a\u0642\u0629 \u0645\u0646 \u0623\u0644\u0641 \u0633\u0624\u0627\u0644\u201d \u062a\u0642\u0631\u064a\u0628\u064b\u0627 - \u0648\u0647\u064a \u0627\u0644\u0639\u0644\u0627\u0645\u0629 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0644\u0639\u0627\u0626\u0644\u0629 LLM \u0627\u0644\u062a\u0627\u0628\u0639\u0629 \u0644\u0634\u0631\u0643\u0629 \u0639\u0644\u064a \u0628\u0627\u0628\u0627.<\/p>\n<h3>\u0647\u0644 \u064a\u0645\u0643\u0646\u0646\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Qwen \u062a\u062c\u0627\u0631\u064a\u064b\u0627\u061f<\/h3>\n<p>\u0646\u0639\u0645 - \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0647\u064a \u0641\u064a \u0627\u0644\u063a\u0627\u0644\u0628 Apache 2.0\u060c \u0648\u0627\u0644\u062a\u064a \u062a\u0633\u0645\u062d \u0628\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u062c\u0627\u0631\u064a. \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u0627\u0643\u0633 \u0644\u062f\u064a\u0647\u0627 \u0634\u0631\u0648\u0637 \u062a\u062c\u0627\u0631\u064a\u0629 \u0642\u064a\u0627\u0633\u064a\u0629. \u062a\u062d\u0642\u0642 \u062f\u0627\u0626\u0645\u064b\u0627 \u0645\u0646 \u0628\u0637\u0627\u0642\u0629 \u0627\u0644\u062a\u0631\u062e\u064a\u0635 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u062d\u062f\u062f \u0639\u0644\u0649 Hugging Face.<\/p>\n<h3>\u0647\u0644 \u064a\u0639\u0645\u0644 Qwen \u0639\u0644\u0649 \u0627\u0644\u0647\u0627\u062a\u0641\u061f<\/h3>\n<p>\u062a\u0645 \u062a\u0635\u0645\u064a\u0645 \u0623\u0635\u063a\u0631 \u0637\u0631\u0627\u0632\u0627\u062a Qwen (\u062f\u0648\u0646 \u0627\u0644\u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0644\u0645\u0629) \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0639\u0644\u0649 \u0627\u0644\u062c\u0647\u0627\u0632\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0647\u0648\u0627\u062a\u0641 \u0648\u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062a\u0637\u0648\u0631\u0629. \u0648\u0647\u0630\u0627 \u062c\u0632\u0621 \u0645\u0645\u0627 \u064a\u062c\u0639\u0644 \u0627\u0644\u0639\u0627\u0626\u0644\u0629 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\u064a\u0639\u0645\u0644 \u0646\u0645\u0648\u0630\u062c Qwen3-Coder 30B-A3B \u0628\u0634\u0643\u0644 \u062c\u064a\u062f \u0639\u0646\u062f \u0645\u0633\u062a\u0648\u0649 Q4_K_M \u0639\u0644\u0649 \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u0627\u062a (GPU) \u0648\u0627\u062d\u062f\u0629 \u0628\u0633\u0639\u0629 24 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a (\u062d\u0648\u0627\u0644\u064a 19 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0639\u0644\u0649 \u0627\u0644\u0642\u0631\u0635)\u060c \u0648\u0647\u0648 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a \u0627\u0644\u0639\u0645\u0644\u064a. \u0625\u0630\u0627 \u0644\u0645 \u064a\u0643\u0646 \u0644\u062f\u064a\u0643 \u0633\u0648\u0649 \u0628\u0637\u0627\u0642\u0629 \u0633\u0639\u0629 8\u201310 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0623\u0648 \u0643\u0645\u0628\u064a\u0648\u062a\u0631 \u0645\u062d\u0645\u0648\u0644 \u0628\u0633\u0639\u0629 16 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a\u060c \u0641\u0627\u0646\u062a\u0642\u0644 \u0625\u0644\u0649 \u0646\u0645\u0648\u0630\u062c Qwen3 \u0639\u0627\u0645 \u0635\u063a\u064a\u0631 (4B \u0623\u0648 8B) \u0623\u0648 \u0646\u0645\u0648\u0630\u062c Qwen2.5-Coder-7B \u0627\u0644\u0623\u0642\u062f\u0645\u060c \u0627\u0644\u0630\u064a \u0644\u0627 \u064a\u0632\u0627\u0644 \u0642\u0648\u064a\u064b\u0627 \u0641\u064a \u0625\u0643\u0645\u0627\u0644 \u0627\u0644\u0643\u0648\u062f. \u0627\u062e\u062a\u0631 \u0623\u0643\u0628\u0631 \u0645\u064f\u0628\u0631\u0645\u062c \u064a\u062a\u0646\u0627\u0633\u0628 \u0645\u0639 \u0623\u062c\u0647\u0632\u062a\u0643 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0623\u0643\u062b\u0631 \u0634\u0647\u0631\u0629.<\/p>\n<h3>\u0647\u0644 \u064a\u062c\u0628 \u0623\u0646 \u0623\u0633\u062a\u062e\u062f\u0645 \u0646\u0645\u0648\u0630\u062c \u00abQwen\u00bb \u0627\u0644\u0643\u062b\u064a\u0641 \u0623\u0645 \u0646\u0645\u0648\u0630\u062c \u00abMixture-of-Experts\u00bb\u061f<\/h3>\n<p>\u0627\u062e\u062a\u0631 \u0646\u0645\u0648\u0630\u062c \u00abdense\u00bb \u0644\u0644\u0623\u062d\u062c\u0627\u0645 \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0648\u0644\u0644\u062a\u0628\u0633\u064a\u0637 \u0627\u0644\u0623\u0642\u0635\u0649 \u2014 \u0641\u0647\u064a \u0633\u0647\u0644\u0629 \u0627\u0644\u062a\u0643\u0645\u064a\u0629\u060c \u0648\u064a\u0645\u0643\u0646 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0647\u0627\u060c \u0648\u062a\u062a\u0645\u062a\u0639 \u0628\u062f\u0639\u0645 \u062c\u064a\u062f \u0641\u064a \u0643\u0644 \u0645\u0643\u0627\u0646. \u0627\u062e\u062a\u0631 \u0646\u0645\u0648\u0630\u062c MoE \u0639\u0646\u062f\u0645\u0627 \u062a\u0631\u064a\u062f \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0623\u0642\u0635\u0649 \u0642\u062f\u0631 \u0645\u0646 \u0627\u0644\u0642\u062f\u0631\u0627\u062a \u0644\u0643\u0644 \u063a\u064a\u063a\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0627\u0644\u0630\u0627\u0643\u0631\u0629: \u062d\u064a\u062b \u0644\u0627 \u064a\u0642\u0648\u0645 \u0646\u0645\u0648\u0630\u062c Mixture-of-Experts \u0628\u062a\u0646\u0634\u064a\u0637 \u0633\u0648\u0649 \u062c\u0632\u0621 \u0628\u0633\u064a\u0637 \u0645\u0646 \u0645\u0639\u0644\u0645\u0627\u062a\u0647 \u0644\u0643\u0644 \u0631\u0645\u0632\u060c \u0648\u0628\u0630\u0644\u0643 \u062a\u062d\u0635\u0644 \u0639\u0644\u0649 \u062c\u0648\u062f\u0629 \u0646\u0645\u0648\u0630\u062c \u0623\u0643\u0628\u0631 \u0628\u0643\u062b\u064a\u0631 \u0628\u062a\u0643\u0644\u0641\u0629 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0646\u0645\u0648\u0630\u062c \u0635\u063a\u064a\u0631. \u0639\u0644\u0649 \u0628\u0637\u0627\u0642\u0629 \u0633\u0639\u0629 24 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a\u060c \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u064a\u0643\u0648\u0646 \u0646\u0645\u0648\u0630\u062c 30B-A3B MoE \u0647\u0648 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0641\u0631\u062f\u064a \u0627\u0644\u0623\u0630\u0643\u0649 \u0627\u0644\u0630\u064a \u064a\u0642\u062f\u0645\u0647 Qwen.<\/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>Qwen \u0647\u064a \u0627\u0644\u0642\u0648\u0629 \u0627\u0644\u0623\u0643\u062b\u0631 \u0627\u0633\u062a\u062e\u0641\u0627\u0641\u0627\u064b \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0635\u064a\u0646\u064a. \u0641\u0647\u064a \u062a\u0641\u062a\u0642\u0631 \u0625\u0644\u0649 \u0633\u0631\u062f\u064a\u0629 \u0627\u0644\u062a\u0633\u0639\u064a\u0631 \u0627\u0644\u062a\u062e\u0631\u064a\u0628\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0642\u062f\u0645\u0647\u0627 \u0634\u0631\u0643\u0629 DeepSeek\u060c \u0648\u0644\u0643\u0646\u0647\u0627 \u062a\u0642\u062f\u0645 \u0634\u064a\u0626\u0627\u064b \u064a\u0645\u0643\u0646 \u0627\u0644\u0642\u0648\u0644 \u0625\u0646\u0647 \u0623\u0643\u062b\u0631 \u0642\u064a\u0645\u0629: \u0639\u0627\u0626\u0644\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0648\u0633\u0639 \u0648\u0627\u0644\u0623\u0639\u0645\u0642 \u0648\u0627\u0644\u0623\u0643\u062b\u0631 \u062c\u0627\u0647\u0632\u064a\u0629 \u0644\u0644\u0625\u0646\u062a\u0627\u062c\u060c \u0648\u0627\u0644\u062a\u064a \u062a\u0631\u062a\u0643\u0632 \u0639\u0644\u0649 \u0646\u0645\u0648\u0630\u062c \u0631\u0626\u064a\u0633\u064a \u064a\u0646\u0627\u0641\u0633 \u0627\u0644\u0622\u0646 \u0641\u064a \u0627\u0644\u062d\u062f\u0648\u062f \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629 \u0648\u0630\u064a\u0644 \u0637\u0648\u064a\u0644 \u0645\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u062a\u064a \u062a\u0634\u063a\u0644 \u0622\u0644\u0627\u0641 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0641\u064a \u062c\u0645\u064a\u0639 \u0623\u0646\u062d\u0627\u0621 \u0627\u0644\u0639\u0627\u0644\u0645.<\/p>\n<p>\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u064a\u062f \u0628\u0627\u0626\u0639\u064b\u0627 \u0648\u0627\u062d\u062f\u064b\u0627 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u064a\u0645\u0643\u0646\u0647 \u0623\u0646 \u064a\u0623\u062e\u0630\u0643 \u0645\u0646 \u0646\u0645\u0648\u0630\u062c \u0628\u062d\u062c\u0645 \u0627\u0644\u0647\u0627\u062a\u0641 \u0625\u0644\u0649 \u0623\u0641\u0636\u0644 10 \u0634\u0631\u0643\u0627\u062a \u0631\u0627\u0626\u062f\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a - \u0645\u0641\u062a\u0648\u062d\u064b\u0627 \u062d\u064a\u062b\u0645\u0627 \u0643\u0627\u0646 \u0630\u0644\u0643 \u0645\u0647\u0645\u064b\u0627\u060c \u0648\u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0633\u0627\u0626\u0637\u060c \u0648\u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0644\u063a\u0627\u062a\u060c \u0648\u0645\u062f\u0639\u0648\u0645\u064b\u0627 \u0628\u0645\u0648\u062b\u0648\u0642\u064a\u0629 Alibaba Cloud - \u0641\u0625\u0646 Qwen \u0647\u0648 \u0627\u0644\u062d\u0644 \u0627\u0644\u0623\u0643\u062b\u0631 \u0627\u0643\u062a\u0645\u0627\u0644\u0627\u064b \u0627\u0644\u0645\u062a\u0627\u062d \u0641\u064a \u0639\u0627\u0645 2026. \u0641\u0642\u0637 \u0627\u0639\u0644\u0645 \u0623\u0646 \u0623\u0641\u0636\u0644 \u0645\u0627 \u0641\u064a Qwen \u0645\u063a\u0644\u0642\u060c \u0648\u0623\u0646 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629 \u062a\u062d\u0645\u0644 \u0627\u0644\u0645\u062d\u0627\u0630\u064a\u0631 \u0627\u0644\u0642\u064a\u0627\u0633\u064a\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0627\u062e\u062a\u0635\u0627\u0635 \u0627\u0644\u0642\u0636\u0627\u0626\u064a \u0627\u0644\u0635\u064a\u0646\u064a. \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0645\u0639\u0638\u0645 \u0645\u0627 \u062a\u0628\u0646\u064a\u0647 \u0645\u0639\u0638\u0645 \u0627\u0644\u0641\u0631\u0642\u060c \u0641\u0625\u0646 \u0646\u0645\u0627\u0630\u062c Qwen \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0623\u0643\u062b\u0631 \u0645\u0646 \u0643\u0627\u0641\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\/qwen3-235b-a22b-vs-gpt-5-5\/\">Qwen3 235B-A22B vs GPT-5.5: Specs, Pricing &amp; Which to Choose (2026)<\/a><\/li>\n<li><a href=\"https:\/\/convly.ai\/ar\/zhipu-glm-explained-2026\/\">\u0632\u0647\u064a\u062a\u0648 \u062c\u064a \u0625\u0644 \u0625\u0645-5.1 \u0641\u064a \u0639\u0627\u0645 2026: \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0630\u064a \u062a\u062f\u0631\u0651\u0628 \u062f\u0648\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u064a \u0648\u062d\u062f\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0631\u0633\u0648\u0645\u064a\u0629 \u0645\u0646 \u0625\u0646\u0641\u064a\u062f\u064a\u0627 \u0639\u0644\u0649 \u0627\u0644\u0625\u0637\u0644\u0627\u0642<\/a><\/li>\n<li><a href=\"https:\/\/convly.ai\/ar\/moonshot-kimi-explained-2026\/\">\u0645\u0648\u0646\u0634\u0648\u062a \u0643\u064a\u0645\u064a K2.6 \u0641\u064a \u0639\u0627\u0645 2026: \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0630\u064a \u064a\u062a\u0641\u0648\u0642 \u0641\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0639\u0644\u0649 GPT-5.5<\/a><\/li>\n<li><a href=\"https:\/\/convly.ai\/ar\/bytedance-doubao-explained-2026\/\">\u062a\u0637\u0628\u064a\u0642 \u062f\u0648\u0628\u064a\u062f\u0648 (Doubao) \u0627\u0644\u062a\u0627\u0628\u0639 \u0644\u0634\u0631\u0643\u0629 \u0628\u0627\u064a\u062a \u062f\u0627\u0646\u0633 \u0641\u064a \u0639\u0627\u0645 2026: \u0623\u0643\u062b\u0631 \u062a\u0637\u0628\u064a\u0642 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0627\u0644\u0635\u064a\u0646\u060c \u0645\u0648\u0636\u062d \u0628\u0627\u0644\u062a\u0641\u0635\u064a\u0644<\/a><\/li>\n<li><a href=\"https:\/\/convly.ai\/ar\/deepseek-explained-2026\/\">\u062f\u064a\u0628 \u0633\u064a\u0643 \u0641\u064a \u0639\u0627\u0645 2026: \u0643\u064a\u0641 \u0623\u0635\u0628\u062d \u0645\u062e\u062a\u0628\u0631 \u0635\u064a\u0646\u064a \u0645\u0644\u0643\u064b\u0627 \u0644\u0644\u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u0633\u0639\u0631\u064a\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a><\/li>\n<\/ul>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>\u0625\u0646 Qwen \u0645\u0646 \u0639\u0644\u064a \u0628\u0627\u0628\u0627 \u0647\u0648 \u0627\u0644\u0639\u0645\u0644\u0627\u0642 \u0627\u0644\u0647\u0627\u062f\u0626 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0635\u064a\u0646\u064a - \u0623\u0648\u0633\u0639 \u0639\u0627\u0626\u0644\u0629 \u0646\u0645\u0627\u0630\u062c \u0645\u0648\u062c\u0648\u062f\u0629 \u0641\u064a \u0627\u0644\u0648\u062c\u0648\u062f\u060c \u0648\u0646\u0638\u0627\u0645 \u0628\u064a\u0626\u064a \u0645\u0641\u062a\u0648\u062d \u064a\u0646\u0627\u0641\u0633 \u0646\u0638\u0627\u0645 Meta\u060c \u0648\u0631\u0627\u0626\u062f \u062a\u0635\u062f\u0651\u0631 \u0642\u0627\u0626\u0645\u0629 \u0623\u0641\u0636\u0644 10 \u0646\u0645\u0627\u0630\u062c \u0639\u0627\u0644\u0645\u064a\u0629.<\/p>","protected":false},"author":1,"featured_media":757,"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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