{"id":20857,"date":"2026-04-06T17:03:27","date_gmt":"2026-04-06T13:33:27","guid":{"rendered":"https:\/\/hamiya.shop\/jurnal\/?p=20857"},"modified":"2026-04-06T17:03:28","modified_gmt":"2026-04-06T13:33:28","slug":"introducing-gpt-5-4-mini-and-nano","status":"publish","type":"post","link":"https:\/\/hamiya.shop\/jurnal\/introducing-gpt-5-4-mini-and-nano\/","title":{"rendered":"\u0628\u0632\u0631\u06af\u200c\u0645\u0631\u062f\u0627\u0646 \u06a9\u0648\u0686\u06a9 OpenAI\u061b \u0628\u0631\u0631\u0633\u06cc \u06a9\u0627\u0645\u0644 GPT-5.4 mini \u0648 nano \u062f\u0631 \u0633\u0627\u0644 \u06f2\u06f0\u06f2\u06f6"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u062f\u0631 \u0633\u0627\u0644 \u06f2\u06f0\u06f2\u06f6\u060c \u062f\u0648\u0631\u0627\u0646 \u0633\u0644\u0637\u0647 \u0628\u06cc\u200c\u0686\u0648\u0646 \u0648 \u0686\u0631\u0627\u06cc <a href=\"https:\/\/hamiya.shop\/jurnal\/what-are-large-language-models\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0628\u0632\u0631\u06af (LLMs)<\/a> \u0648 \u0645\u062a\u0645\u0631\u06a9\u0632 \u062f\u0631 \u062d\u0648\u0632\u0647 <a href=\"https:\/\/hamiya.shop\/jurnal\/what-is-artificial-intelligence\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<strong> (AI)<\/strong><\/a><strong> <\/strong>\u0633\u067e\u0631\u06cc \u0634\u062f\u0647 \u0648 \u062c\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0627\u0644\u06af\u0648\u06cc \u062c\u062f\u06cc\u062f\u06cc \u062a\u062d\u062a \u0639\u0646\u0648\u0627\u0646 &#8220;\u06a9\u0627\u0631\u0627\u06cc\u06cc \u062a\u0648\u0632\u06cc\u0639\u200c\u0634\u062f\u0647&#8221; \u062f\u0627\u062f\u0647 \u0627\u0633\u062a. \u062f\u0631 \u0627\u06cc\u0646 \u067e\u0627\u0631\u0627\u062f\u0627\u06cc\u0645 \u0646\u0648\u06cc\u0646\u060c \u0642\u062f\u0631\u062a \u0648\u0627\u0642\u0639\u06cc \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627 \u062f\u06cc\u06af\u0631 \u0635\u0631\u0641\u0627\u064b \u062f\u0631 \u062a\u0639\u062f\u0627\u062f \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0645\u06cc\u0644\u06cc\u0627\u0631\u062f\u06cc \u062e\u0644\u0627\u0635\u0647 \u0646\u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0628\u0644\u06a9\u0647 \u062f\u0631 \u0627\u06cc\u062c\u0627\u062f \u062a\u0648\u0627\u0632\u0646\u06cc \u0647\u0648\u0634\u0645\u0646\u062f\u0627\u0646\u0647 \u0645\u06cc\u0627\u0646 \u0633\u0631\u0639\u062a \u0627\u0633\u062a\u0646\u062a\u0627\u062c<strong> (Inference Speed) <\/strong>\u0648 \u0634\u06a9\u0648\u0641\u0627\u06cc\u06cc \u0627\u0642\u062a\u0635\u0627\u062f \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<strong> (AI Economics) <\/strong>\u0646\u0647\u0641\u062a\u0647 \u0627\u0633\u062a. \u0627\u0645\u0631\u0648\u0632\u0647 \u0634\u0627\u062e\u0635 &#8220;\u062a\u0623\u062e\u06cc\u0631<strong>&#8221; (Latency) <\/strong>\u062a\u0646\u0647\u0627 \u06cc\u06a9 \u0645\u062a\u063a\u06cc\u0631 \u0641\u0646\u06cc \u0633\u0627\u062f\u0647 \u062f\u0631 \u0632\u06cc\u0631\u0633\u0627\u062e\u062a\u200c\u0647\u0627\u06cc <strong><a href=\"https:\/\/hamiya.shop\/jurnal\/what-is-application-programming-interface\/\" target=\"_blank\" rel=\"noreferrer noopener\">API<\/a> <\/strong>\u0628\u0647 \u0634\u0645\u0627\u0631 \u0646\u0645\u06cc\u200c\u0631\u0648\u062f\u060c \u0628\u0644\u06a9\u0647 \u0628\u0647 \u062c\u0632\u0626\u06cc \u062d\u06cc\u0627\u062a\u06cc \u0627\u0632 \u0647\u0648\u06cc\u062a \u0645\u062d\u0635\u0648\u0644 \u062a\u0628\u062f\u06cc\u0644 \u0634\u062f\u0647 \u06a9\u0647 \u0645\u0631\u0632 \u0645\u06cc\u0627\u0646 \u062a\u062c\u0631\u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0631\u0648\u0627\u0646 \u062f\u0631 \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631<strong> (Computer Use) <\/strong>\u0648 \u0634\u06a9\u0633\u062a \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646 \u0631\u0627 \u062a\u0639\u06cc\u06cc\u0646 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u0632 \u0645\u0646\u0638\u0631 \u062a\u062d\u0644\u06cc\u0644\u200c\u0647\u0627\u06cc \u0632\u06cc\u0631\u0633\u0627\u062e\u062a\u06cc\u060c \u0627\u06cc\u0646 \u062a\u06a9\u0627\u0645\u0644 \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc\u06a9 \u0628\u0647 \u0645\u0639\u0646\u0627\u06cc \u062a\u0645\u0631\u06a9\u0632\u0632\u062f\u0627\u06cc\u06cc \u0627\u0632 \u0642\u062f\u0631\u062a \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0648 \u0627\u0646\u062a\u0642\u0627\u0644 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0628\u0647 \u062f\u0633\u062a \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0648 \u06a9\u0627\u0631\u0622\u0641\u0631\u06cc\u0646\u0627\u0646 \u0645\u0633\u062a\u0642\u0644\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u062e\u0631\u0648\u062c\u06cc \u0628\u0627 \u06a9\u0645\u062a\u0631\u06cc\u0646 \u0647\u0632\u06cc\u0646\u0647 \u062f\u0631 \u0645\u062d\u06cc\u0637\u200c\u0647\u0627\u06cc <a href=\"https:\/\/hamiya.shop\/jurnal\/what-is-cloud-computing-pros-and-cons-of-different-types-of-services\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0631\u0627\u06cc\u0627\u0646\u0634 \u0627\u0628\u0631\u06cc<\/a> \u0647\u0633\u062a\u0646\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0631 \u0627\u06cc\u0646 \u06af\u0630\u0627\u0631 \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc\u06a9\u060c \u0639\u0631\u0636\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc <strong>GPT-5.4 mini <\/strong>\u0648 <strong>nano <\/strong>\u062a\u0648\u0633\u0637 <a href=\"https:\/\/hamiya.shop\/jurnal\/introducing-openai\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0634\u0631\u06a9\u062a <strong>OpenAI<\/strong><\/a><strong> <\/strong>\u062f\u0631 \u0645\u0627\u0631\u0633 \u06f2\u06f0\u06f2\u06f6\u060c \u0641\u0631\u0627\u062a\u0631 \u0627\u0632 \u06cc\u06a9 \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0645\u0639\u0645\u0648\u0644\u06cc\u060c \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0628\u0627\u0632\u062a\u0639\u0631\u06cc\u0641\u06cc \u0628\u0646\u06cc\u0627\u062f\u06cc\u0646 \u0627\u0632 \u0646\u0633\u0628\u062a &#8220;\u0647\u0632\u06cc\u0646\u0647-\u0627\u062b\u0631\u0628\u062e\u0634\u06cc&#8221; \u062f\u0631 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u0642\u0644\u0645\u062f\u0627\u062f \u0645\u06cc\u200c\u0634\u0648\u062f. \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u06a9\u0648\u0686\u06a9<strong> (Small Language Models) <\/strong>\u06cc\u0627 <strong>SLM<\/strong>\u060c \u0628\u0627 \u0646\u0632\u062f\u06cc\u06a9 \u0634\u062f\u0646 \u0628\u0647 \u0633\u0637\u062d \u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u067e\u0631\u0686\u0645\u200c\u062f\u0627\u0631 \u062f\u0631 \u0628\u0646\u0686\u0645\u0627\u0631\u06a9\u200c\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc \u0646\u0638\u06cc\u0631 <strong>SWE-bench Pro<\/strong>\u060c \u062b\u0627\u0628\u062a \u06a9\u0631\u062f\u0647\u200c\u0627\u0646\u062f \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0645\u0639\u0645\u0627\u0631\u06cc \u0632\u06cc\u0631-\u0639\u0627\u0645\u0644\u200c\u0647\u0627<strong> (Subagents) <\/strong>\u0648 \u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646 \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u062f\u0631 \u0645\u0642\u06cc\u0627\u0633 \u06a9\u0644\u0627\u0646\u060c \u0627\u0644\u0632\u0627\u0645\u06cc \u0628\u0647 \u0645\u0635\u0631\u0641 \u0645\u0646\u0627\u0628\u0639 \u067e\u0631\u062f\u0627\u0632\u0634\u06cc \u0628\u06cc\u200c\u067e\u0627\u06cc\u0627\u0646 \u0648\u062c\u0648\u062f \u0646\u062f\u0627\u0631\u062f. \u062a\u06cc\u0645 \u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 <a href=\"https:\/\/hamiya.shop\/jurnal\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0647\u0627\u0645\u06cc\u0627 \u0698\u0648\u0631\u0646\u0627\u0644<\/a> \u0628\u0627 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0642\u06cc\u0642 \u0627\u06cc\u0646 \u062f\u0648 \u0645\u062f\u0644 \u0646\u0648\u0638\u0647\u0648\u0631\u060c \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u062e\u0648\u0627\u0647\u0646\u062f \u067e\u0631\u062f\u0627\u062e\u062a \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0627\u06cc\u062c\u0646\u062a\u06cc\u06a9<strong> (Agentic Systems) <\/strong>\u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0628\u0631\u0627\u06cc \u0645\u0648\u062a\u0648\u0631\u0647\u0627\u06cc \u067e\u0627\u0633\u062e\u06af\u0648<strong> (GEO) <\/strong>\u062f\u0631 \u062e\u0627\u0646\u0648\u0627\u062f\u0647 <strong>GPT-5.4<\/strong>\u060c \u0645\u0633\u06cc\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0647\u0631\u0686\u0647 \u0628\u06cc\u0634\u062a\u0631 \u062f\u0631 \u0627\u062c\u0631\u0627\u06cc \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0647\u0645\u0648\u0627\u0631 \u06a9\u0631\u062f\u0647 \u0648 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0628\u0647 \u0632\u06cc\u0631\u0633\u0627\u062e\u062a\u200c\u0647\u0627\u06cc \u0633\u0646\u06af\u06cc\u0646 \u0631\u0627 \u0628\u0647 \u062d\u062f\u0627\u0642\u0644 \u0631\u0633\u0627\u0646\u062f\u0647 \u0627\u0633\u062a.<\/p>\n\n\n\n<div class=\"wp-block-yoast-seo-table-of-contents yoast-table-of-contents toc\"><h2><strong>\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/strong><\/h2><ul><li><a href=\"#h-\u062a\u062d\u0644\u06cc\u0644-\u0641\u0646\u06cc-\u0648-\u0645\u0639\u0631\u0641\u06cc-gpt-5-4-mini-\u0648-nano-\u062a\u0648\u0627\u0646\u0645\u0646\u062f\u062a\u0631\u06cc\u0646-\u0645\u062f\u0644-\u0647\u0627\u06cc-\u06a9\u0648\u0686\u06a9-openai\" data-level=\"2\">\u062a\u062d\u0644\u06cc\u0644 \u0641\u0646\u06cc \u0648 \u0645\u0639\u0631\u0641\u06cc GPT-5.4 mini \u0648 nano : \u062a\u0648\u0627\u0646\u0645\u0646\u062f\u062a\u0631\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9 OpenAI<\/a><\/li><li><a href=\"#h-\u062a\u062d\u0648\u0644-\u062f\u0631-\u0645\u0647\u0646\u062f\u0633\u06cc-\u0646\u0631\u0645-\u0627\u0641\u0632\u0627\u0631-\u062f\u0633\u062a\u06cc\u0627\u0628\u06cc-\u0628\u0647-\u062a\u0648\u0627\u0632\u0646-\u0639\u0645\u0644\u06a9\u0631\u062f-\u0648-\u0633\u0631\u0639\u062a-\u062f\u0631-\u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc-\u0628\u0627-gpt-5-4-mini\" data-level=\"2\">\u062a\u062d\u0648\u0644 \u062f\u0631 \u0645\u0647\u0646\u062f\u0633\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631: \u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u062a\u0648\u0627\u0632\u0646 \u0639\u0645\u0644\u06a9\u0631\u062f \u0648 \u0633\u0631\u0639\u062a \u062f\u0631 \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u0628\u0627 GPT-5.4 mini<\/a><\/li><li><a href=\"#h-\u0645\u0639\u0645\u0627\u0631\u06cc-\u0633\u06cc\u0633\u062a\u0645-\u0647\u0627\u06cc-\u0627\u06cc\u062c\u0646\u062a\u06cc\u06a9-\u0646\u0642\u0634-gpt-5-4-mini-\u0628\u0647-\u0639\u0646\u0648\u0627\u0646-\u0632\u06cc\u0631-\u0639\u0627\u0645\u0644-subagent-\u062f\u0631-codex\" data-level=\"2\">\u0645\u0639\u0645\u0627\u0631\u06cc \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0627\u06cc\u062c\u0646\u062a\u06cc\u06a9: \u0646\u0642\u0634 GPT-5.4 mini \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0632\u06cc\u0631-\u0639\u0627\u0645\u0644 (Subagent) \u062f\u0631 Codex<\/a><\/li><li><a href=\"#h-\u0642\u0627\u0628\u0644\u06cc\u062a-computer-use-\u062a\u0639\u0627\u0645\u0644-\u0622\u0646\u06cc-\u0628\u0627-\u0631\u0627\u0628\u0637-\u06a9\u0627\u0631\u0628\u0631\u06cc-\u0648-\u062f\u0631\u06a9-\u0686\u0646\u062f\u0648\u062c\u0647\u06cc-\u062f\u0631-\u0645\u062f\u0644-mini\" data-level=\"2\">\u0642\u0627\u0628\u0644\u06cc\u062a Computer Use : \u062a\u0639\u0627\u0645\u0644 \u0622\u0646\u06cc \u0628\u0627 \u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0648 \u062f\u0631\u06a9 \u0686\u0646\u062f\u0648\u062c\u0647\u06cc \u062f\u0631 \u0645\u062f\u0644 mini<\/a><\/li><li><a href=\"#h-\u0631\u0627\u0647\u0646\u0645\u0627\u06cc-\u0642\u06cc\u0645\u062a-\u06af\u0630\u0627\u0631\u06cc-api-\u0648-\u062f\u0633\u062a\u0631\u0633\u06cc-\u0686\u0631\u0627-gpt-5-4-nano-\u0627\u0631\u0632\u0627\u0646-\u062a\u0631\u06cc\u0646-\u06af\u0632\u06cc\u0646\u0647-\u0627\u0633\u062a\" data-level=\"2\">\u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u0642\u06cc\u0645\u062a\u200c\u06af\u0630\u0627\u0631\u06cc API \u0648 \u062f\u0633\u062a\u0631\u0633\u06cc: \u0686\u0631\u0627 GPT-5.4 nano \u0627\u0631\u0632\u0627\u0646\u200c\u062a\u0631\u06cc\u0646 \u06af\u0632\u06cc\u0646\u0647 \u0627\u0633\u062a\u061f<\/a><\/li><li><a href=\"#h-\u062c\u0645\u0639-\u0628\u0646\u062f\u06cc\" data-level=\"2\">\u062c\u0645\u0639 \u0628\u0646\u062f\u06cc<\/a><\/li><li><a href=\"#h-\u0633\u0648\u0627\u0644\u0627\u062a-\u0645\u062a\u062f\u0627\u0648\u0644\" data-level=\"2\">\u0633\u0648\u0627\u0644\u0627\u062a \u0645\u062a\u062f\u0627\u0648\u0644<\/a><\/li><\/ul><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u062a\u062d\u0644\u06cc\u0644-\u0641\u0646\u06cc-\u0648-\u0645\u0639\u0631\u0641\u06cc-gpt-5-4-mini-\u0648-nano-\u062a\u0648\u0627\u0646\u0645\u0646\u062f\u062a\u0631\u06cc\u0646-\u0645\u062f\u0644-\u0647\u0627\u06cc-\u06a9\u0648\u0686\u06a9-openai\"><strong>\u062a\u062d\u0644\u06cc\u0644 \u0641\u0646\u06cc \u0648 \u0645\u0639\u0631\u0641\u06cc <\/strong><strong>GPT-5.4 mini<\/strong><strong> \u0648 <\/strong><strong>nano<\/strong><strong>: \u062a\u0648\u0627\u0646\u0645\u0646\u062f\u062a\u0631\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9 <\/strong><strong>OpenAI<\/strong><strong><\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0631 \u0645\u0627\u0647 \u0645\u0627\u0631\u0633 \u0633\u0627\u0644 2026\u060c \u0641\u0631\u0622\u06cc\u0646\u062f \u0645\u0639\u0631\u0641\u06cc <strong>GPT-5.4 mini \u0648 nano<\/strong> \u062a\u0648\u0633\u0637 <strong>\u0634\u0631\u06a9\u062a OpenAI<\/strong> \u06a9\u0644\u06cc\u062f \u062e\u0648\u0631\u062f\u0647 \u0627\u0633\u062a\u061b \u0645\u062f\u0644\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 <strong>\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9 \u062a\u0648\u0627\u0646\u0645\u0646\u062f<\/strong> \u0648 \u0628\u06cc\u200c\u0631\u0642\u06cc\u0628 \u062a\u0627 \u0628\u0647 \u0627\u0645\u0631\u0648\u0632 \u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u0627\u06cc\u0646 \u0646\u0633\u062e\u0647\u200c\u0647\u0627\u06cc \u0646\u0648\u0638\u0647\u0648\u0631\u060c \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0648 \u0646\u0642\u0627\u0637 \u0642\u0648\u062a \u0646\u0633\u062e\u0647 \u067e\u0627\u06cc\u0647 <a href=\"https:\/\/hamiya.shop\/jurnal\/gpt-5-4-thinking\/\" target=\"_blank\" rel=\"noreferrer noopener\">GPT-5.4<\/a> \u0631\u0627 \u062f\u0631 \u0633\u0627\u062e\u062a\u0627\u0631\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u062a\u0631 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f. \u0637\u0631\u0627\u062d\u06cc \u0627\u06cc\u0646 <strong>\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u06a9\u0648\u0686\u06a9<\/strong> (<em>Small Language Models<\/em>) \u06cc\u0627 <em>SLM<\/em> \u0628\u0647\u200c\u06af\u0648\u0646\u0647\u200c\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0634\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647\u200c\u0637\u0648\u0631 \u0648\u06cc\u0698\u0647 \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a <strong>\u062d\u062c\u0645 \u06a9\u0627\u0631\u06cc \u0628\u0627\u0644\u0627<\/strong> (<em>High-volume workloads<\/em>) \u062f\u0631 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0627\u062a\u0648\u0645\u0627\u0633\u06cc\u0648\u0646 \u0648 \u0645\u0647\u0646\u062f\u0633\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0627\u06cc\u062f\u0647\u200c\u0622\u0644 \u0628\u0627\u0634\u0646\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0631 \u0645\u062f\u0644 <strong>GPT-5.4 mini<\/strong>\u060c \u067e\u06cc\u0634\u0631\u0641\u062a\u200c\u0647\u0627\u06cc \u062e\u06cc\u0631\u0647\u200c\u06a9\u0646\u0646\u062f\u0647\u200c\u0627\u06cc \u062f\u0631 \u062d\u0648\u0632\u0647\u200c\u0647\u0627\u06cc \u062a\u062e\u0635\u0635\u06cc \u0646\u0638\u06cc\u0631 \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc\u060c \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0645\u0646\u0637\u0642\u06cc\u060c \u0647\u0648\u0634 <a href=\"https:\/\/hamiya.shop\/jurnal\/what-is-multimodal-ai\/\">\u0645\u0635\u0646\u0648\u0639\u06cc \u0686\u0646\u062f\u0648\u062c\u0647\u06cc (<em>Multimodal AI<\/em>)<\/a> \u0648 \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062c\u0627\u0646\u0628\u06cc \u0646\u0633\u0628\u062a \u0628\u0647 \u0646\u0633\u062e\u0647 \u067e\u06cc\u0634\u06cc\u0646 (GPT-5 mini) \u0627\u0639\u0645\u0627\u0644 \u0634\u062f\u0647 \u0627\u0633\u062a\u061b \u0627\u06cc\u0646 \u062f\u0631 \u062d\u0627\u0644\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0645\u062f\u0644 \u0645\u0630\u06a9\u0648\u0631 \u0628\u0627 <strong>\u0633\u0631\u0639\u062a<\/strong> (<em>Speed<\/em>) \u067e\u0631\u062f\u0627\u0632\u0634\u06cc \u0628\u06cc\u0634 \u0627\u0632 \u062f\u0648 \u0628\u0631\u0627\u0628\u0631 \u0646\u0633\u062e\u0647 \u0642\u0628\u0644\u06cc \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u06af\u0631\u062f\u062f. \u0634\u0627\u06cc\u0627\u0646 \u0630\u06a9\u0631 \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc\u200c\u0647\u0627\u06cc \u0641\u0646\u06cc \u0648 \u0645\u0639\u062a\u0628\u0631 \u0628\u06cc\u0646\u200c\u0627\u0644\u0645\u0644\u0644\u06cc\u060c \u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u062f\u0631 \u0628\u0646\u0686\u0645\u0627\u0631\u06a9\u200c\u0647\u0627\u06cc <strong>SWE-Bench Pro<\/strong> \u0648 <em>OSWorld-Verified<\/em>\u060c \u0627\u06cc\u0646 \u0645\u062f\u0644 \u062a\u0648\u0627\u0646\u0633\u062a\u0647 \u0627\u0633\u062a \u0628\u0647 <strong>\u0639\u0645\u0644\u06a9\u0631\u062f \u0645\u0631\u0632\u06cc<\/strong> (<em>Frontier performance<\/em>) \u0648 \u0633\u0637\u062d \u06a9\u06cc\u0641\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af\u200c\u0645\u062d\u0648\u0631 \u0646\u0632\u062f\u06cc\u06a9 \u0634\u0648\u062f \u06a9\u0647 \u06af\u0648\u0627\u0647\u06cc \u0628\u0631 <strong>\u06a9\u0627\u0631\u0627\u06cc\u06cc \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc<\/strong> \u0641\u0648\u0642\u200c\u0627\u0644\u0639\u0627\u062f\u0647 \u0622\u0646 \u062f\u0631 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0627\u06cc\u062c\u0646\u062a\u06cc\u06a9 \u0627\u0633\u062a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u062f\u0644 <strong>GPT-5.4 nano<\/strong> \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06a9\u0648\u0686\u06a9\u200c\u062a\u0631\u06cc\u0646 \u0648 \u0627\u0642\u062a\u0635\u0627\u062f\u06cc\u200c\u062a\u0631\u06cc\u0646 \u0648\u06cc\u0631\u0627\u06cc\u0634 \u0627\u0632 \u062e\u0627\u0646\u0648\u0627\u062f\u0647 GPT-5.4\u060c \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0645\u0623\u0645\u0648\u0631\u06cc\u062a\u200c\u0647\u0627\u06cc\u06cc \u062a\u0648\u0633\u0639\u0647 \u06cc\u0627\u0641\u062a\u0647 \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0622\u0646\u200c\u0647\u0627 <strong>\u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u062a\u0623\u062e\u06cc\u0631<\/strong> \u0648 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc <strong>\u0627\u0642\u062a\u0635\u0627\u062f \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/strong> (<em>AI Economics<\/em>) \u0627\u0648\u0644\u0648\u06cc\u062a \u0646\u062e\u0633\u062a \u0631\u0627 \u062f\u0627\u0631\u0646\u062f. \u0627\u06cc\u0646 \u0646\u0633\u062e\u0647 \u0627\u0631\u062a\u0642\u0627\u06cc \u0633\u0627\u062e\u062a\u0627\u0631\u06cc \u0642\u0627\u0628\u0644\u200c\u062a\u0648\u062c\u0647\u06cc \u0631\u0627 \u0646\u0633\u0628\u062a \u0628\u0647 \u0646\u0633\u0644 \u06af\u0630\u0634\u062a\u0647 \u062a\u062c\u0631\u0628\u0647 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a\u061b \u0644\u0630\u0627 \u0627\u0632 \u0633\u0648\u06cc <strong>\u062a\u06cc\u0645 \u0627\u0648\u067e\u0646 \u0627\u06cc\u200c\u0622\u06cc<\/strong> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0631\u0627\u06cc \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u06cc\u06cc \u0646\u0638\u06cc\u0631 \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc (<em>Classification<\/em>)\u060c \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062d\u062c\u06cc\u0645\u060c \u0631\u062a\u0628\u0647\u200c\u0628\u0646\u062f\u06cc \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0647\u062f\u0627\u06cc\u062a <strong>\u0632\u06cc\u0631-\u0639\u0627\u0645\u0644\u200c\u0647\u0627<\/strong> (<em>Subagents<\/em>) \u062f\u0631 \u0648\u0638\u0627\u06cc\u0641 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0633\u0627\u062f\u0647\u060c \u0628\u0647 \u0634\u062f\u062a \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u062a\u0627 \u0628\u0647\u0631\u0647\u200c\u0648\u0631\u06cc \u062f\u0631 \u0632\u06cc\u0631\u0633\u0627\u062e\u062a\u200c\u0647\u0627\u06cc API \u0628\u0647 \u062d\u062f\u0627\u06a9\u062b\u0631 \u0628\u0631\u0633\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u06cc\u0646 \u0645\u0639\u0645\u0627\u0631\u06cc\u200c\u0647\u0627\u06cc \u0646\u0648\u06cc\u0646 \u0628\u0647\u200c\u0637\u0648\u0631 \u0627\u062e\u062a\u0635\u0627\u0635\u06cc \u0628\u0631\u0627\u06cc \u0633\u0646\u0627\u0631\u06cc\u0648\u0647\u0627\u06cc\u06cc \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647\u200c\u0627\u0646\u062f \u06a9\u0647 \u062f\u0631 \u0622\u0646\u200c\u0647\u0627 \u0645\u06cc\u0632\u0627\u0646 <strong>\u062a\u0623\u062e\u06cc\u0631<\/strong> (<em>Latency<\/em>) \u0645\u0633\u062a\u0642\u06cc\u0645\u0627\u064b \u06a9\u06cc\u0641\u06cc\u062a \u062a\u062c\u0631\u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0648 \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 (<em>Computer Use<\/em>) \u0631\u0627 \u062a\u062d\u062a \u062a\u0623\u062b\u06cc\u0631 \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u062f\u0647\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u062f\u0631 \u062f\u0633\u062a\u06cc\u0627\u0631\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u06a9\u0647 \u0646\u06cc\u0627\u0632\u0645\u0646\u062f \u067e\u0627\u0633\u062e\u200c\u062f\u0647\u06cc \u0622\u0646\u06cc (<em>Responsive<\/em>) \u0647\u0633\u062a\u0646\u062f\u060c \u06cc\u0627 \u062f\u0631 <strong>\u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0627\u06cc\u062c\u0646\u062a\u06cc\u06a9<\/strong> \u06a9\u0647 \u0648\u0638\u0627\u06cc\u0641 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0631\u0627 \u0628\u0627 \u0633\u0631\u0639\u062a \u0628\u0627\u0644\u0627 \u0628\u0647 \u0633\u0631\u0627\u0646\u062c\u0627\u0645 \u0645\u06cc\u200c\u0631\u0633\u0627\u0646\u0646\u062f\u060c \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627 \u0645\u0634\u0647\u0648\u062f \u0627\u0633\u062a. \u0647\u0645\u0686\u0646\u06cc\u0646 \u062f\u0631 \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u06cc \u0686\u0646\u062f\u0648\u062c\u0647\u06cc \u06a9\u0647 \u0628\u0647 \u062a\u062d\u0644\u06cc\u0644 \u0644\u062d\u0638\u0647\u200c\u0627\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u0648 \u0627\u0633\u06a9\u0631\u06cc\u0646\u200c\u0634\u0627\u062a\u200c\u0647\u0627 \u0645\u06cc\u200c\u067e\u0631\u062f\u0627\u0632\u0646\u062f\u060c \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627 \u062f\u0631\u062e\u0634\u0627\u0646 \u0638\u0627\u0647\u0631 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u062f\u0631 \u0686\u0646\u06cc\u0646 \u0627\u06a9\u0648\u0633\u06cc\u0633\u062a\u0645\u06cc\u060c \u0644\u0632\u0648\u0645\u0627\u064b \u0628\u0632\u0631\u06af\u200c\u062a\u0631\u06cc\u0646 \u0645\u062f\u0644\u060c \u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0646\u062a\u062e\u0627\u0628 \u0646\u06cc\u0633\u062a\u061b \u0628\u0644\u06a9\u0647 \u0628\u0631\u062a\u0631\u06cc \u0627\u0632 \u0622\u0646\u0650 \u0645\u062f\u0644\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u06a9\u0646\u0627\u0631 <strong>\u0633\u0631\u0639\u062a<\/strong> \u0628\u0627\u0644\u0627\u060c \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062f\u0642\u06cc\u0642 \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0631\u0627 \u062f\u0627\u0634\u062a\u0647 \u0648 \u062f\u0631 \u0627\u0646\u062c\u0627\u0645 \u0648\u0638\u0627\u06cc\u0641 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062a\u062e\u0635\u0635\u06cc\u060c \u067e\u0627\u06cc\u062f\u0627\u0631\u06cc \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc \u062e\u0648\u062f \u0631\u0627 \u062d\u0641\u0638 \u06a9\u0646\u062f.<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>\u0628\u0646\u0686\u0645\u0627\u0631\u06a9 \/ \u0645\u062f\u0644<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>GPT-5.4 (xhigh)<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>GPT-5.4 mini (xhigh)<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>GPT-5.4 nano (xhigh)<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>GPT-5 mini (high)<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>SWE-Bench Pro (Public)<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">57.70%<\/td><td class=\"has-text-align-center\" data-align=\"center\">54.40%<\/td><td class=\"has-text-align-center\" data-align=\"center\">52.40%<\/td><td class=\"has-text-align-center\" data-align=\"center\">45.70%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Terminal-Bench 2.0<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">75.10%<\/td><td class=\"has-text-align-center\" data-align=\"center\">60.00%<\/td><td class=\"has-text-align-center\" data-align=\"center\">46.30%<\/td><td class=\"has-text-align-center\" data-align=\"center\">38.20%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Toolathlon<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">54.60%<\/td><td class=\"has-text-align-center\" data-align=\"center\">42.90%<\/td><td class=\"has-text-align-center\" data-align=\"center\">35.50%<\/td><td class=\"has-text-align-center\" data-align=\"center\">26.90%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>GPQA Diamond<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">93.00%<\/td><td class=\"has-text-align-center\" data-align=\"center\">88.00%<\/td><td class=\"has-text-align-center\" data-align=\"center\">82.80%<\/td><td class=\"has-text-align-center\" data-align=\"center\">81.60%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>OSWorld-Verified<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">75.00%<\/td><td class=\"has-text-align-center\" data-align=\"center\">72.10%<\/td><td class=\"has-text-align-center\" data-align=\"center\">39.00%<\/td><td class=\"has-text-align-center\" data-align=\"center\">42.00%<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u062a\u062d\u0648\u0644-\u062f\u0631-\u0645\u0647\u0646\u062f\u0633\u06cc-\u0646\u0631\u0645-\u0627\u0641\u0632\u0627\u0631-\u062f\u0633\u062a\u06cc\u0627\u0628\u06cc-\u0628\u0647-\u062a\u0648\u0627\u0632\u0646-\u0639\u0645\u0644\u06a9\u0631\u062f-\u0648-\u0633\u0631\u0639\u062a-\u062f\u0631-\u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc-\u0628\u0627-gpt-5-4-mini\"><strong>\u062a\u062d\u0648\u0644 \u062f\u0631 \u0645\u0647\u0646\u062f\u0633\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631: \u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 \u062a\u0648\u0627\u0632\u0646 \u0639\u0645\u0644\u06a9\u0631\u062f \u0648 \u0633\u0631\u0639\u062a \u062f\u0631 \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u0628\u0627<\/strong><strong> GPT-5.4 mini<\/strong><strong><\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0631 \u0627\u06a9\u0648\u0633\u06cc\u0633\u062a\u0645 \u0645\u062f\u0631\u0646 \u062a\u0648\u0633\u0639\u0647 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631\u060c \u0641\u0631\u0622\u06cc\u0646\u062f <strong>\u0645\u0639\u0631\u0641\u06cc<\/strong><strong> GPT-5.4 mini <\/strong><strong>\u0648<\/strong><strong> nano<\/strong> \u062a\u062d\u0648\u0644\u06cc \u0628\u0646\u06cc\u0627\u062f\u06cc\u0646 \u062f\u0631 \u06af\u0631\u062f\u0634\u200c\u06a9\u0627\u0631\u0647\u0627\u06cc \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0637\u0648\u0631 \u0648\u06cc\u0698\u0647 \u0627\u0632 \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc <strong>\u062a\u06a9\u0631\u0627\u0631 \u0633\u0631\u06cc\u0639<\/strong> (<em>Fast iteration<\/em>) \u0628\u0647\u0631\u0647 \u0645\u06cc\u200c\u0628\u0631\u0646\u062f. \u0627\u06cc\u0646 <strong>\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u06a9\u0648\u0686\u06a9<\/strong> (<em>Small Language Models<\/em>) \u06cc\u0627 <em>SLM<\/em> \u0628\u0627 \u062a\u06a9\u06cc\u0647 \u0628\u0631 <strong>\u06a9\u0627\u0631\u0627\u06cc\u06cc \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc<\/strong> \u0641\u0648\u0642\u200c\u0627\u0644\u0639\u0627\u062f\u0647 \u062e\u0648\u062f\u060c \u0648\u0638\u0627\u06cc\u0641 \u062d\u0633\u0627\u0633\u06cc \u0646\u0638\u06cc\u0631 \u0648\u06cc\u0631\u0627\u06cc\u0634\u200c\u0647\u0627\u06cc \u0647\u062f\u0641\u0645\u0646\u062f (<em>Targeted edits<\/em>)\u060c <strong>\u067e\u06cc\u0645\u0627\u06cc\u0634 \u062f\u0631 \u0628\u062f\u0646\u0647 \u06a9\u062f<\/strong> (<em>Codebase navigation<\/em>) \u0648 \u062a\u0648\u0644\u06cc\u062f \u0628\u062e\u0634\u200c\u0647\u0627\u06cc \u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc (<em>Front-end generation<\/em>) \u0631\u0627 \u0628\u0627 \u06a9\u0645\u062a\u0631\u06cc\u0646 \u0645\u06cc\u0632\u0627\u0646 <strong>\u062a\u0623\u062e\u06cc\u0631<\/strong> (<em>Latency<\/em>) \u0645\u0645\u06a9\u0646 \u0628\u0647 \u0633\u0631\u0627\u0646\u062c\u0627\u0645 \u0645\u06cc\u200c\u0631\u0633\u0627\u0646\u0646\u062f. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c \u062a\u0633\u0631\u06cc\u0639 \u062f\u0631 <strong>\u062d\u0644\u0642\u0647\u200c\u0647\u0627\u06cc \u0639\u06cc\u0628\u200c\u06cc\u0627\u0628\u06cc<\/strong> (<em>Debugging loops<\/em>) \u062a\u0648\u0633\u0637 \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u060c \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647 \u06cc\u06a9 <strong>\u062f\u0633\u062a\u06cc\u0627\u0631 \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc<\/strong> (<em>Coding assistant<\/em>) \u0628\u06cc\u200c\u0631\u0642\u06cc\u0628 \u0628\u0631\u0627\u06cc \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc\u06cc \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0622\u0646\u200c\u0647\u0627 \u062f\u0633\u062a\u06cc\u0627\u0628\u06cc \u0628\u0647 <strong>\u0633\u0631\u0639\u062a<\/strong> (<em>Speed<\/em>) \u0628\u0627\u0644\u0627\u062a\u0631 \u062f\u0631 \u06a9\u0646\u0627\u0631 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0628\u0647\u06cc\u0646\u0647 \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0632\u06cc\u0631\u0633\u0627\u062e\u062a\u06cc\u060c \u0627\u0648\u0644\u0648\u06cc\u062a \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc\u06a9 \u0645\u062d\u0633\u0648\u0628 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0646\u062a\u0627\u06cc\u062c \u062d\u0627\u0635\u0644 \u0627\u0632 \u0628\u0646\u0686\u0645\u0627\u0631\u06a9\u200c\u0647\u0627\u06cc \u0641\u0646\u06cc \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u0645\u062f\u0644 <strong>GPT-5.4 mini<\/strong> \u0628\u0647 \u0637\u0648\u0631 \u0645\u0633\u062a\u0645\u0631 \u0648 \u062f\u0631 \u0634\u0631\u0627\u06cc\u0637\u06cc \u06a9\u0647 \u0633\u0637\u062d <strong>\u062a\u0623\u062e\u06cc\u0631<\/strong> \u0645\u0634\u0627\u0628\u0647\u06cc \u0628\u0627 \u0646\u0633\u0644\u200c\u0647\u0627\u06cc \u0642\u0628\u0644 \u062f\u0627\u0631\u062f\u060c \u0639\u0645\u0644\u06a9\u0631\u062f\u06cc \u0628\u0647 \u0645\u0631\u0627\u062a\u0628 \u0642\u062f\u0631\u062a\u0645\u0646\u062f\u062a\u0631 \u0627\u0632 \u0646\u0633\u062e\u0647 \u0642\u0628\u0644\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f. \u0628\u0627 \u0648\u062c\u0648\u062f \u0627\u06cc\u0646\u06a9\u0647 \u0627\u062c\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0645\u062f\u0644 \u062a\u0648\u0633\u0637 <strong>\u0634\u0631\u06a9\u062a<\/strong><strong> OpenAI<\/strong> \u0628\u0627 <strong>\u0633\u0631\u0639\u062a<\/strong> \u0628\u0633\u06cc\u0627\u0631 \u0628\u0627\u0644\u0627\u062a\u0631\u06cc \u0628\u0647\u06cc\u0646\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u0646\u0631\u062e\u200c\u0647\u0627\u06cc \u0645\u0648\u0641\u0642\u06cc\u062a (<em>Pass rates<\/em>) \u0622\u0646 \u062f\u0631 \u062d\u0644 \u0645\u0633\u0627\u0626\u0644 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0645\u0647\u0646\u062f\u0633\u06cc \u0628\u0647 \u0633\u0637\u062d \u0639\u0645\u0644\u06a9\u0631\u062f\u06cc \u0645\u062f\u0644 \u067e\u0631\u0686\u0645\u200c\u062f\u0627\u0631 \u0646\u0632\u062f\u06cc\u06a9 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u062f\u0633\u062a\u0627\u0648\u0631\u062f \u0628\u0632\u0631\u06af \u062f\u0631 \u062d\u0648\u0632\u0647 <strong>\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/strong> (<em>AI<\/em>)\u060c \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0633\u062a\u062d\u06a9\u0645\u200c\u062a\u0631\u06cc\u0646 \u0646\u0645\u0648\u0646\u0647\u200c\u0647\u0627\u06cc <strong>\u062a\u0648\u0627\u0632\u0646 \u0639\u0645\u0644\u06a9\u0631\u062f-\u062a\u0623\u062e\u06cc\u0631<\/strong> (<em>Performance-per-latency<\/em>) \u0631\u0627 \u0628\u0631\u0627\u06cc \u062a\u06cc\u0645\u200c\u0647\u0627\u06cc \u0641\u0646\u06cc \u0641\u0631\u0627\u0647\u0645 \u0622\u0648\u0631\u062f\u0647 \u0627\u0633\u062a. \u0627\u0632 \u0627\u06cc\u0646 \u0631\u0648\u060c <strong>\u062a\u06cc\u0645 \u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 \u0647\u0627\u0645\u06cc\u0627<\/strong> \u0628\u0631 \u0627\u06cc\u0646 \u0628\u0627\u0648\u0631\u0646\u062f \u06a9\u0647 \u0627\u06cc\u0646 \u062a\u0648\u0627\u0632\u0646 \u0647\u0648\u0634\u0645\u0646\u062f\u0627\u0646\u0647\u060c \u0645\u0631\u0632\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f\u06cc \u0631\u0627 \u062f\u0631 \u0628\u0647\u0631\u0647\u200c\u0648\u0631\u06cc \u0627\u06cc\u062c\u0646\u062a\u200c\u0647\u0627\u06cc \u06a9\u062f\u0646\u0648\u06cc\u0633 \u062c\u0627\u0628\u0647\u200c\u062c\u0627 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a.<\/p>\n\n\n\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;6a9f881a8c242&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"6a9f881a8c242\" class=\"wp-block-image size-large wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on--pointerdown=\"actions.preloadImage\" data-wp-on--pointerenter=\"actions.preloadImageWithDelay\" data-wp-on--pointerleave=\"actions.cancelPreload\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2026\/04\/SWE-Bench-Pro-Public-Accuracy-vs-Latency-and-SWE-Bench-Pro-Public-Accuracy-vs-Cost-1024x683.webp\" alt=\"\" class=\"wp-image-20866\" srcset=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2026\/04\/SWE-Bench-Pro-Public-Accuracy-vs-Latency-and-SWE-Bench-Pro-Public-Accuracy-vs-Cost-1024x683.webp 1024w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2026\/04\/SWE-Bench-Pro-Public-Accuracy-vs-Latency-and-SWE-Bench-Pro-Public-Accuracy-vs-Cost-300x200.webp 300w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2026\/04\/SWE-Bench-Pro-Public-Accuracy-vs-Latency-and-SWE-Bench-Pro-Public-Accuracy-vs-Cost-768x512.webp 768w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2026\/04\/SWE-Bench-Pro-Public-Accuracy-vs-Latency-and-SWE-Bench-Pro-Public-Accuracy-vs-Cost-1536x1024.webp 1536w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2026\/04\/SWE-Bench-Pro-Public-Accuracy-vs-Latency-and-SWE-Bench-Pro-Public-Accuracy-vs-Cost-1320x880.webp 1320w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2026\/04\/SWE-Bench-Pro-Public-Accuracy-vs-Latency-and-SWE-Bench-Pro-Public-Accuracy-vs-Cost.webp 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\tdata-wp-bind--aria-label=\"state.thisImage.triggerButtonAriaLabel\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.thisImage.buttonRight\"\n\t\t\tdata-wp-style--top=\"state.thisImage.buttonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u0645\u0639\u0645\u0627\u0631\u06cc-\u0633\u06cc\u0633\u062a\u0645-\u0647\u0627\u06cc-\u0627\u06cc\u062c\u0646\u062a\u06cc\u06a9-\u0646\u0642\u0634-gpt-5-4-mini-\u0628\u0647-\u0639\u0646\u0648\u0627\u0646-\u0632\u06cc\u0631-\u0639\u0627\u0645\u0644-subagent-\u062f\u0631-codex\"><strong>\u0645\u0639\u0645\u0627\u0631\u06cc \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0627\u06cc\u062c\u0646\u062a\u06cc\u06a9: \u0646\u0642\u0634<\/strong><strong> GPT-5.4 mini <\/strong><strong>\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0632\u06cc\u0631-\u0639\u0627\u0645\u0644<\/strong><strong> (Subagent) <\/strong><strong>\u062f\u0631<\/strong><strong> Codex<\/strong><strong><\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0631 \u0633\u0627\u062e\u062a\u0627\u0631 \u0645\u062f\u0631\u0646 <strong>\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/strong> (AI)\u060c \u0645\u062f\u0644 <strong>GPT-5.4 mini<\/strong> \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06af\u0632\u06cc\u0646\u0647\u200c\u0627\u06cc \u0628\u0633\u06cc\u0627\u0631 \u06a9\u0627\u0631\u0622\u0645\u062f \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647 <strong>\u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0686\u0646\u062f-\u0639\u0627\u0645\u0644\u06cc<\/strong> (<em>Multi-agent systems<\/em>) \u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u06a9\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc\u06cc \u0628\u0627 \u0627\u0628\u0639\u0627\u062f \u0648 \u062a\u0648\u0627\u0646\u0645\u0646\u062f\u06cc\u200c\u0647\u0627\u06cc \u0645\u062a\u0641\u0627\u0648\u062a \u0631\u0627 \u0628\u0627 \u06cc\u06a9\u062f\u06cc\u06af\u0631 \u062a\u0631\u06a9\u06cc\u0628 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0646\u0645\u0648\u0646\u0647 \u0639\u06cc\u0646\u06cc \u062f\u0631 \u067e\u0644\u062a\u0641\u0631\u0645 <em>Codex<\/em>\u060c \u06cc\u06a9 \u0645\u062f\u0644 \u0642\u062f\u0631\u062a\u0645\u0646\u062f\u062a\u0631 \u0645\u0627\u0646\u0646\u062f \u0646\u0633\u062e\u0647 \u0627\u0635\u0644\u06cc GPT-5.4 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0648\u0638\u0627\u06cc\u0641 \u06a9\u0644\u0627\u0646 \u0645\u062f\u06cc\u0631\u06cc\u062a\u06cc \u0627\u0632 \u062c\u0645\u0644\u0647 <strong>\u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0631\u06cc\u0632\u06cc \u0648 \u0647\u0645\u0627\u0647\u0646\u06af\u06cc<\/strong> \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0642\u0636\u0627\u0648\u062a \u0646\u0647\u0627\u06cc\u06cc \u0631\u0627 \u0639\u0647\u062f\u0647\u200c\u062f\u0627\u0631 \u0634\u0648\u062f\u061b \u0627\u06cc\u0646 \u062f\u0631 \u062d\u0627\u0644\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0641\u0631\u0622\u06cc\u0646\u062f <strong>\u0627\u062c\u0631\u0627\u06cc \u0645\u0648\u0627\u0632\u06cc<\/strong> (<em>Parallel execution<\/em>) \u0632\u06cc\u0631-\u0648\u0638\u0627\u06cc\u0641 \u0645\u062d\u062f\u0648\u062f\u062a\u0631 \u0628\u0647 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0627\u0632 <strong>\u0632\u06cc\u0631-\u0639\u0627\u0645\u0644\u200c\u0647\u0627<\/strong> (<em>Subagents<\/em>) \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 <strong>GPT-5.4 mini<\/strong> \u0648\u0627\u06af\u0630\u0627\u0631 \u0645\u06cc\u200c\u06af\u0631\u062f\u062f. \u0627\u06cc\u0646 \u0632\u06cc\u0631-\u0639\u0627\u0645\u0644\u200c\u0647\u0627 \u0648\u0638\u0627\u06cc\u0641\u06cc \u062a\u062e\u0635\u0635\u06cc \u0646\u0638\u06cc\u0631 \u062c\u0633\u062a\u200c\u0648\u062c\u0648\u06cc \u062f\u0642\u06cc\u0642 \u062f\u0631 \u0628\u062f\u0646\u0647 \u06a9\u062f\u060c \u067e\u06cc\u0645\u0627\u06cc\u0634 \u062f\u0631 \u0641\u0627\u06cc\u0644\u200c\u0647\u0627\u06cc \u062d\u062c\u06cc\u0645 \u06cc\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u0627\u0633\u0646\u0627\u062f \u067e\u0634\u062a\u06cc\u0628\u0627\u0646 \u0631\u0627 \u0628\u0627 \u06a9\u0645\u062a\u0631\u06cc\u0646 \u0645\u06cc\u0632\u0627\u0646 <strong>\u062a\u0623\u062e\u06cc\u0631<\/strong> (<em>Latency<\/em>) \u0628\u0647 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc\u200c\u0631\u0633\u0627\u0646\u0646\u062f. \u062c\u0647\u062a \u062f\u0631\u06a9 \u0639\u0645\u06cc\u0642\u200c\u062a\u0631 \u0627\u0632 \u0646\u062d\u0648\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u0627\u06cc\u0646 \u0633\u0627\u062e\u062a\u0627\u0631 \u062f\u0631 \u0645\u062d\u06cc\u0637\u200c\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc\u060c \u0645\u0637\u0627\u0644\u0639\u0647 \u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0645\u0631\u0628\u0648\u0637\u0647 \u062f\u0631 \u067e\u0646\u062c\u0631\u0647\u200c\u0627\u06cc \u062c\u062f\u06cc\u062f \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u06cc \u0645\u0639\u0645\u0627\u0631\u06cc \u0628\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 <strong>\u0633\u0631\u0639\u062a<\/strong> (<em>Speed<\/em>) \u0648 \u062a\u0648\u0627\u0646\u0645\u0646\u062f\u06cc <strong>\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u06a9\u0648\u0686\u06a9<\/strong> (<em>Small Language Models<\/em>) \u06cc\u0627 <em>SLM<\/em>\u060c \u0628\u06cc\u0634 \u0627\u0632 \u067e\u06cc\u0634 \u062c\u0646\u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0628\u0647 \u062e\u0648\u062f \u06af\u0631\u0641\u062a\u0647 \u0627\u0633\u062a. \u062f\u0631 \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0646\u0648\u06cc\u0646\u060c \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0628\u0647 \u062c\u0627\u06cc \u0627\u062a\u06a9\u0627 \u0628\u0647 \u06cc\u06a9 \u0645\u062f\u0644 \u0648\u0627\u062d\u062f \u0628\u0631\u0627\u06cc \u062a\u0645\u0627\u0645\u06cc \u067e\u0631\u062f\u0627\u0632\u0634\u200c\u0647\u0627\u060c \u0627\u0642\u062f\u0627\u0645 \u0628\u0647 \u062a\u0631\u06a9\u06cc\u0628 (<em>Compose<\/em>) \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc\u06cc \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u06a9\u0647 \u062f\u0631 \u0622\u0646\u200c\u0647\u0627 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af\u200c\u062a\u0631 \u0648\u0638\u06cc\u0641\u0647 \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc\u06a9 \u0631\u0627 \u0628\u0631 \u0639\u0647\u062f\u0647 \u062f\u0627\u0631\u0646\u062f \u0648 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9\u200c\u062a\u0631\u060c \u0639\u0645\u0644\u06cc\u0627\u062a \u0627\u062c\u0631\u0627\u06cc\u06cc \u0631\u0627 \u0628\u0627 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0628\u0627\u0644\u0627 \u0648 \u062f\u0631 \u0645\u0642\u06cc\u0627\u0633 \u06a9\u0644\u0627\u0646 \u0628\u0647 \u062b\u0645\u0631 \u0645\u06cc\u200c\u0631\u0633\u0627\u0646\u0646\u062f. \u0627\u06cc\u0646 \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0628\u0647\u0628\u0648\u062f <strong>\u06a9\u0627\u0631\u0627\u06cc\u06cc \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc<\/strong> \u0645\u0646\u0627\u0628\u0639\u060c \u067e\u062f\u06cc\u062f\u0647 &#8220;\u067e\u0648\u0633\u06cc\u062f\u06af\u06cc \u0628\u0627\u0641\u062a\u0627\u0631&#8221; (<em>Context rot<\/em>) \u0631\u0627 \u0628\u0647 \u0634\u062f\u062a \u06a9\u0627\u0647\u0634 \u062f\u0627\u062f\u0647 \u0648 \u067e\u0627\u06cc\u062f\u0627\u0631\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0627 \u062f\u0631 \u0637\u0648\u0644 \u067e\u0631\u0648\u0698\u0647 \u062d\u0641\u0638 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0637\u0628\u0642 \u0628\u0631\u0631\u0633\u06cc\u200c\u0647\u0627\u06cc \u0635\u0648\u0631\u062a \u06af\u0631\u0641\u062a\u0647\u060c <strong>GPT-5.4 mini<\/strong> \u0642\u062f\u0631\u062a\u0645\u0646\u062f\u062a\u0631\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 <strong>\u0634\u0631\u06a9\u062a OpenAI<\/strong> \u062a\u0627 \u0628\u0647 \u0627\u0645\u0631\u0648\u0632 \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0627\u06cc\u0646 \u0633\u0628\u06a9 \u0627\u0632 \u06af\u0631\u062f\u0634\u200c\u06a9\u0627\u0631\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0645\u062d\u0633\u0648\u0628 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u0642\u0627\u0628\u0644\u06cc\u062a-computer-use-\u062a\u0639\u0627\u0645\u0644-\u0622\u0646\u06cc-\u0628\u0627-\u0631\u0627\u0628\u0637-\u06a9\u0627\u0631\u0628\u0631\u06cc-\u0648-\u062f\u0631\u06a9-\u0686\u0646\u062f\u0648\u062c\u0647\u06cc-\u062f\u0631-\u0645\u062f\u0644-mini\"><strong>\u0642\u0627\u0628\u0644\u06cc\u062a <\/strong><strong>Computer Use<\/strong><strong>: \u062a\u0639\u0627\u0645\u0644 \u0622\u0646\u06cc \u0628\u0627 \u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0648 \u062f\u0631\u06a9 \u0686\u0646\u062f\u0648\u062c\u0647\u06cc \u062f\u0631 \u0645\u062f\u0644 <\/strong><strong>mini<\/strong><strong><\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u062f\u0644 <strong>GPT-5.4 mini<\/strong> \u062f\u0631 \u0627\u062c\u0631\u0627\u06cc \u0648\u0638\u0627\u06cc\u0641 \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 <strong>\u062f\u0631\u06a9 \u0686\u0646\u062f\u0648\u062c\u0647\u06cc<\/strong> (<em>Multimodal<\/em>)\u060c \u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u062f\u0631 \u0633\u0646\u0627\u0631\u06cc\u0648\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 <strong>\u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631<\/strong> (<em>Computer use<\/em>)\u060c \u062a\u0648\u0627\u0646\u0645\u0646\u062f\u06cc\u200c\u0647\u0627\u06cc \u062e\u06cc\u0631\u0647\u200c\u06a9\u0646\u0646\u062f\u0647\u200c\u0627\u06cc \u0627\u0632 \u062e\u0648\u062f \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 <strong>\u0645\u062f\u0644 \u0632\u0628\u0627\u0646\u06cc \u06a9\u0648\u0686\u06a9<\/strong> (<em>Small Language Model<\/em>) \u06cc\u0627 <em>SLM<\/em> \u0642\u0627\u062f\u0631 \u0627\u0633\u062a \u0628\u0627 \u062f\u0642\u062a \u0648 <strong>\u0633\u0631\u0639\u062a<\/strong> (<em>Speed<\/em>) \u0628\u0627\u0644\u0627\u060c \u0641\u0631\u0622\u06cc\u0646\u062f <strong>\u062a\u0641\u0633\u06cc\u0631 \u0627\u0633\u06a9\u0631\u06cc\u0646\u200c\u0634\u0627\u062a<\/strong> \u062a\u0647\u06cc\u0647 \u0634\u062f\u0647 \u0627\u0632 \u06cc\u06a9 <strong>\u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0645\u062a\u0631\u0627\u06a9\u0645<\/strong> (<em>Dense UI<\/em>)\u061b \u0645\u0627\u0646\u0646\u062f \u0645\u062d\u06cc\u0637\u200c\u0647\u0627\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631\u06cc \u062d\u0633\u0627\u0628\u062f\u0627\u0631\u06cc \u0627\u06cc\u0631\u0627\u0646\u06cc \u06cc\u0627 \u0633\u0627\u0645\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u0627\u062f\u0627\u0631\u06cc \u0634\u0644\u0648\u063a\u061b \u0631\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0627\u062f\u0647 \u0648 \u062a\u0631\u0627\u06a9\u0646\u0634\u200c\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc \u0631\u0627 \u062f\u0631 \u06a9\u0648\u062a\u0627\u0647\u200c\u062a\u0631\u06cc\u0646 \u0632\u0645\u0627\u0646 \u0645\u0645\u06a9\u0646 \u0628\u0647 \u0633\u0631\u0627\u0646\u062c\u0627\u0645 \u0628\u0631\u0633\u0627\u0646\u062f. \u062f\u0631 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc\u200c\u0647\u0627\u06cc \u0641\u0646\u06cc \u0635\u0648\u0631\u062a \u06af\u0631\u0641\u062a\u0647 \u062f\u0631 <strong>\u0628\u0646\u0686\u0645\u0627\u0631\u06a9 OSWorld-Verified<\/strong>\u060c \u0645\u0634\u0627\u0647\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u0627\u06cc\u0646 \u0646\u0633\u062e\u0647 \u0628\u0647 \u0633\u0637\u062d \u06a9\u06cc\u0641\u06cc \u0645\u062f\u0644 \u067e\u0631\u0686\u0645\u200c\u062f\u0627\u0631 <strong>\u0634\u0631\u06a9\u062a OpenAI<\/strong> \u06cc\u0639\u0646\u06cc GPT-5.4 \u0628\u0633\u06cc\u0627\u0631 \u0646\u0632\u062f\u06cc\u06a9 \u0634\u062f\u0647 \u0627\u0633\u062a\u061b \u0627\u06cc\u0646 \u062f\u0631 \u062d\u0627\u0644\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0627\u0632 \u0646\u0638\u0631 <strong>\u06a9\u0627\u0631\u0627\u06cc\u06cc \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc<\/strong> \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u06a9\u0627\u0647\u0634 \u0646\u0631\u062e <strong>\u062a\u0623\u062e\u06cc\u0631<\/strong> (<em>Latency<\/em>)\u060c \u0646\u062a\u0627\u06cc\u062c\u06cc \u0628\u0647 \u0645\u0631\u0627\u062a\u0628 \u062f\u0631\u062e\u0634\u0627\u0646\u200c\u062a\u0631 \u0627\u0632 \u0646\u0633\u0644 \u067e\u06cc\u0634\u06cc\u0646 (GPT-5 mini) \u062f\u0631 \u062d\u0648\u0632\u0647 <strong>\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/strong> (<em>AI<\/em>) \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2026\/04\/OSWorld-Verified-1024x683.webp\" alt=\"\" class=\"wp-image-20865\" srcset=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2026\/04\/OSWorld-Verified-1024x683.webp 1024w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2026\/04\/OSWorld-Verified-300x200.webp 300w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2026\/04\/OSWorld-Verified-768x512.webp 768w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2026\/04\/OSWorld-Verified-1536x1024.webp 1536w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2026\/04\/OSWorld-Verified-1320x880.webp 1320w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2026\/04\/OSWorld-Verified.webp 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u0631\u0627\u0647\u0646\u0645\u0627\u06cc-\u0642\u06cc\u0645\u062a-\u06af\u0630\u0627\u0631\u06cc-api-\u0648-\u062f\u0633\u062a\u0631\u0633\u06cc-\u0686\u0631\u0627-gpt-5-4-nano-\u0627\u0631\u0632\u0627\u0646-\u062a\u0631\u06cc\u0646-\u06af\u0632\u06cc\u0646\u0647-\u0627\u0633\u062a\"><strong>\u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u0642\u06cc\u0645\u062a\u200c\u06af\u0630\u0627\u0631\u06cc <\/strong><strong>API<\/strong><strong> \u0648 \u062f\u0633\u062a\u0631\u0633\u06cc: \u0686\u0631\u0627 <\/strong><strong>GPT-5.4 nano<\/strong><strong> \u0627\u0631\u0632\u0627\u0646\u200c\u062a\u0631\u06cc\u0646 \u06af\u0632\u06cc\u0646\u0647 \u0627\u0633\u062a\u061f<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0641\u0631\u0622\u06cc\u0646\u062f <strong>\u0645\u0639\u0631\u0641\u06cc GPT-5.4 mini \u0648 nano<\/strong> \u0627\u0632 \u0645\u0627\u0631\u0633 2026 \u0648\u0627\u0631\u062f \u0641\u0627\u0632 \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc \u0634\u062f\u0647 \u0648 \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627 \u062f\u0631 \u0631\u0627\u0628\u0637 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc (<em>API<\/em>)\u060c \u0633\u0631\u0648\u06cc\u0633 \u062a\u062e\u0635\u0635\u06cc <em>Codex<\/em> \u0648 \u067e\u0644\u062a\u0641\u0631\u0645 <em><a href=\"https:\/\/hamiya.shop\/jurnal\/introducing-chatgpt\/\" target=\"_blank\" rel=\"noreferrer noopener\">ChatGPT<\/a><\/em> \u0641\u0631\u0627\u0647\u0645 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0627\u0642\u062f\u0627\u0645 <strong>\u0634\u0631\u06a9\u062a OpenAI<\/strong> \u06af\u0627\u0645 \u0645\u0647\u0645\u06cc \u062f\u0631 \u0631\u0627\u0633\u062a\u0627\u06cc \u062f\u0631 \u062f\u0633\u062a\u0631\u0633\u200c\u0633\u0627\u0632\u06cc <strong>\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/strong> (AI) \u06a9\u0627\u0631\u0622\u0645\u062f \u0628\u0631\u0627\u06cc \u0637\u06cc\u0641 \u06af\u0633\u062a\u0631\u062f\u0647\u200c\u0627\u06cc \u0627\u0632 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0645\u062d\u0633\u0648\u0628 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0631 \u0645\u062d\u06cc\u0637 \u0631\u0627\u0628\u0637 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc (<em>API<\/em>)\u060c \u0645\u062f\u0644 <strong>GPT-5.4 mini<\/strong> \u0627\u0632 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u0648\u0639\u06cc \u0646\u0638\u06cc\u0631 \u0648\u0631\u0648\u062f\u06cc\u200c\u0647\u0627\u06cc \u0645\u062a\u0646\u06cc \u0648 \u062a\u0635\u0648\u06cc\u0631\u06cc\u060c \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 (<em>Tool use<\/em>)\u060c \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u062a\u0648\u0627\u0628\u0639 (<em>Function calling<\/em>)\u060c \u062c\u0633\u062a\u200c\u0648\u062c\u0648\u06cc \u0648\u0628 \u0648 \u0641\u0627\u06cc\u0644 \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 <strong>\u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631<\/strong> (<em>Computer use<\/em>) \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u06cc\u0646 <strong>\u0645\u062f\u0644 \u0632\u0628\u0627\u0646\u06cc \u06a9\u0648\u0686\u06a9<\/strong> (SLM) \u0628\u0627 \u0628\u0647\u0631\u0647\u200c\u06af\u06cc\u0631\u06cc \u0627\u0632 \u06cc\u06a9 <strong>\u067e\u0646\u062c\u0631\u0647 \u06a9\u0627\u0646\u0627\u0644\u06cc \u06f4\u06f0\u06f0 \u0647\u0632\u0627\u0631 \u062a\u0648\u06a9\u0646\u06cc<\/strong> (<em>400k context window<\/em>)\u060c \u0627\u0645\u06a9\u0627\u0646 \u067e\u0631\u062f\u0627\u0632\u0634 \u062d\u062c\u0645 \u0639\u0638\u06cc\u0645\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u0622\u0648\u0631\u062f. \u0627\u0632 \u0645\u0646\u0638\u0631 <strong>\u0627\u0642\u062a\u0635\u0627\u062f \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/strong>\u060c <strong>\u0647\u0632\u06cc\u0646\u0647 \u062a\u0648\u06a9\u0646 \u0648\u0631\u0648\u062f\u06cc\/\u062e\u0631\u0648\u062c\u06cc<\/strong> \u062f\u0631 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0633\u06cc\u0627\u0631 <strong>\u0645\u0642\u0631\u0648\u0646\u200c\u0628\u0647\u200c\u0635\u0631\u0641\u0647<\/strong> \u062a\u0639\u06cc\u06cc\u0646 \u0634\u062f\u0647 \u0627\u0633\u062a\u061b \u0628\u0647 \u0637\u0648\u0631\u06cc \u06a9\u0647 \u0645\u0628\u0644\u063a \u06f0.\u06f7\u06f5 \u062f\u0644\u0627\u0631 \u0628\u0647 \u0627\u0632\u0627\u06cc \u0647\u0631 \u06cc\u06a9 \u0645\u06cc\u0644\u06cc\u0648\u0646 \u062a\u0648\u06a9\u0646 \u0648\u0631\u0648\u062f\u06cc \u0648 \u06f4.\u06f5\u06f0 \u062f\u0644\u0627\u0631 \u0628\u0647 \u0627\u0632\u0627\u06cc \u0647\u0631 \u06cc\u06a9 \u0645\u06cc\u0644\u06cc\u0648\u0646 \u062a\u0648\u06a9\u0646 \u062e\u0631\u0648\u062c\u06cc \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u06cc\u200c\u06af\u0631\u062f\u062f.<\/p>\n\n\n\n<div class=\"wp-block-cover has-medium-font-size\" style=\"min-height:110px;aspect-ratio:unset;\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" class=\"wp-block-cover__image-background wp-image-17438 size-large\" alt=\"understanding tokens and context windows\" src=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/09\/understanding-tokens-and-context-windows-1024x683.webp\" data-object-fit=\"cover\" srcset=\"https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/09\/understanding-tokens-and-context-windows-1024x683.webp 1024w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/09\/understanding-tokens-and-context-windows-300x200.webp 300w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/09\/understanding-tokens-and-context-windows-768x512.webp 768w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/09\/understanding-tokens-and-context-windows-1536x1024.webp 1536w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/09\/understanding-tokens-and-context-windows-1320x880.webp 1320w, https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2024\/09\/understanding-tokens-and-context-windows.webp 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><span aria-hidden=\"true\" class=\"wp-block-cover__background has-black-background-color has-background-dim-70 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-constrained wp-block-cover-is-layout-constrained\">\n<p class=\"has-text-align-center has-white-color has-text-color has-link-color has-medium-font-size wp-elements-b76fd5b89b0b5abb0157e703fbfc56fc wp-block-paragraph\"><a href=\"https:\/\/hamiya.shop\/jurnal\/what-is-context-window-token-token-limit-and-max-output-in-llms\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0631\u0645\u0632\u06af\u0634\u0627\u06cc\u06cc \u0627\u0632 \u062f\u0646\u06cc\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 LLM: \u0627\u0632 \u062a\u0648\u06a9\u0646\u200c\u0647\u0627 \u062a\u0627 \u067e\u0646\u062c\u0631\u0647\u200c\u0647\u0627\u06cc \u06a9\u0627\u0646\u0627\u0644\u06cc (Context Window)<\/a><\/p>\n<\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0631 \u0633\u0631\u0648\u06cc\u0633 Codex\u060c \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u0645\u062f\u0644 GPT-5.4 mini \u062f\u0631 \u062a\u0645\u0627\u0645\u06cc \u0628\u062e\u0634\u200c\u0647\u0627 \u0627\u0639\u0645 \u0627\u0632 \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u060c \u0648\u0627\u0633\u0637 \u062e\u0637 \u0641\u0631\u0645\u0627\u0646 (CLI)\u060c \u0627\u0641\u0632\u0648\u0646\u0647\u200c\u0647\u0627\u06cc \u0645\u062d\u06cc\u0637 \u062a\u0648\u0633\u0639\u0647 (IDE) \u0648 \u0646\u0633\u062e\u0647 \u0648\u0628 \u0627\u0645\u06a9\u0627\u0646\u200c\u067e\u0630\u06cc\u0631 \u06af\u0634\u062a\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0627 \u0647\u062f\u0641 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u0646\u0627\u0628\u0639\u060c \u062a\u0646\u0647\u0627 \u0627\u0632 \u06f3\u06f0 \u062f\u0631\u0635\u062f \u0633\u0647\u0645\u06cc\u0647 (Quota) \u0645\u062f\u0644 \u0628\u0632\u0631\u06af\u200c\u062a\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f\u061b \u0627\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0628\u0647 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u0648\u0638\u0627\u06cc\u0641 \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u0631\u0627 \u0628\u0627 \u062d\u062f\u0648\u062f \u06cc\u06a9\u200c\u0633\u0648\u0645 \u0647\u0632\u06cc\u0646\u0647 \u0648 \u0628\u0627 \u0633\u0631\u0639\u062a (Speed) \u0628\u0633\u06cc\u0627\u0631 \u0628\u0627\u0644\u0627 \u0628\u0647 \u0633\u0631\u0627\u0646\u062c\u0627\u0645 \u0628\u0631\u0633\u0627\u0646\u0646\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646 \u0633\u06cc\u0633\u062a\u0645 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0648\u0638\u0627\u06cc\u0641 \u0627\u062c\u0631\u0627\u06cc\u06cc \u0631\u0627 \u0628\u0647 \u0632\u06cc\u0631-\u0639\u0627\u0645\u0644\u200c\u0647\u0627\u06cc (Subagents) \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0648\u0627\u06af\u0630\u0627\u0631 (Delegate) \u06a9\u0646\u062f \u062a\u0627 \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u06a9\u0645\u062a\u0631\u06cc \u062f\u0627\u0631\u0646\u062f\u060c \u0628\u0627 \u0647\u0632\u06cc\u0646\u0647\u200c\u0627\u06cc \u0646\u0627\u0686\u06cc\u0632 \u0627\u062c\u0631\u0627 \u0634\u0648\u0646\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0631 \u067e\u0644\u062a\u0641\u0631\u0645 ChatGPT\u060c \u0645\u062f\u0644 GPT-5.4 mini \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0637\u0631\u062d\u200c\u0647\u0627\u06cc \u0631\u0627\u06cc\u06af\u0627\u0646 \u0648 <a href=\"https:\/\/hamiya.shop\/jurnal\/chatgpt-go-subscription-guide\/\" target=\"_blank\" rel=\"noreferrer noopener\">ChatGPT GO<\/a> \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0642\u0627\u0628\u0644\u06cc\u062a Thinking \u062f\u0631 \u0645\u0646\u0648\u06cc \u06a9\u0627\u0631\u0628\u0631\u06cc \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0642\u0631\u0627\u0631 \u06af\u0631\u0641\u062a\u0647 \u0627\u0633\u062a. \u0628\u0631\u0627\u06cc \u0633\u0627\u06cc\u0631 \u0633\u0637\u0648\u062d \u06a9\u0627\u0631\u0628\u0631\u06cc\u060c \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u0631\u0632\u0631\u0648 (Fallback) \u0639\u0645\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f \u062a\u0627 \u062f\u0631 \u0635\u0648\u0631\u062a \u0627\u062a\u0645\u0627\u0645 \u0633\u0647\u0645\u06cc\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 (Rate limit) \u0627\u0632 \u0645\u062f\u0644 \u0627\u0635\u0644\u06cc\u060c \u0627\u0632 \u0628\u0631\u0648\u0632 \u0648\u0642\u0641\u0647 \u0648 \u0627\u0641\u0632\u0627\u06cc\u0634 \u062a\u0623\u062e\u06cc\u0631 (Latency) \u062f\u0631 \u067e\u0627\u0633\u062e\u06af\u0648\u06cc\u06cc \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u0634\u0648\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u062f\u0644 GPT-5.4 nano \u0645\u0646\u062d\u0635\u0631\u0627\u064b \u062f\u0631 \u0645\u062d\u06cc\u0637 \u0631\u0627\u0628\u0637 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0646\u0648\u06cc\u0633\u06cc (API) \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a \u0648 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0627\u0631\u0632\u0627\u0646\u200c\u062a\u0631\u06cc\u0646 \u0639\u0636\u0648 \u0627\u06cc\u0646 \u062e\u0627\u0646\u0648\u0627\u062f\u0647 \u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0628\u0627 \u0642\u06cc\u0645\u062a\u200c\u06af\u0630\u0627\u0631\u06cc \u06f0.\u06f2\u06f0 \u062f\u0644\u0627\u0631 \u0628\u0647 \u0627\u0632\u0627\u06cc \u0647\u0631 \u06cc\u06a9 \u0645\u06cc\u0644\u06cc\u0648\u0646 \u062a\u0648\u06a9\u0646 \u0648\u0631\u0648\u062f\u06cc \u0648 \u06f1.\u06f2\u06f5 \u062f\u0644\u0627\u0631 \u0628\u0647 \u0627\u0632\u0627\u06cc \u0647\u0631 \u06cc\u06a9 \u0645\u06cc\u0644\u06cc\u0648\u0646 \u062a\u0648\u06a9\u0646 \u062e\u0631\u0648\u062c\u06cc\u060c \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0642\u06cc\u0645\u062a \u062a\u0648\u06a9\u0646 API \u0631\u0627 \u0628\u0647 \u062d\u062f\u0627\u0642\u0644 \u0645\u0645\u06a9\u0646 \u0631\u0633\u0627\u0646\u062f\u0647 \u0648 \u06af\u0632\u06cc\u0646\u0647\u200c\u0627\u06cc \u0641\u0648\u0642\u200c\u0627\u0644\u0639\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0628\u0627 \u062d\u062c\u0645 \u062a\u0631\u0627\u06a9\u0646\u0634 \u0628\u0627\u0644\u0627 \u0627\u0633\u062a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062c\u0647\u062a \u06a9\u0633\u0628 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062a\u06a9\u0645\u06cc\u0644\u06cc \u062f\u0631 \u062e\u0635\u0648\u0635 \u067e\u0631\u0648\u062a\u06a9\u0644\u200c\u0647\u0627\u06cc \u0627\u0645\u0646\u06cc\u062a\u06cc (Safeguards) \u0648 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f\u0647\u0627\u06cc \u062d\u0641\u0627\u0638\u062a\u06cc \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u060c \u0645\u0631\u0627\u062c\u0639\u0647 \u0628\u0647 <a href=\"https:\/\/deploymentsafety.openai.com\/gpt-5-4-thinking\/appendix-gpt-5.4-mini\" target=\"_blank\" rel=\"noreferrer noopener\">\u0636\u0645\u06cc\u0645\u0647 \u0634\u0646\u0627\u0633\u0646\u0627\u0645\u0647 \u0633\u06cc\u0633\u062a\u0645 (System Card)<\/a> \u062f\u0631 \u0645\u0631\u06a9\u0632 \u0627\u06cc\u0645\u0646\u06cc \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0634\u0631\u06a9\u062a \u0645\u0646\u062a\u0634\u0631\u06a9\u0646\u0646\u062f\u0647 \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc\u200c\u06af\u0631\u062f\u062f. \u062a\u06cc\u0645 \u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 \u0647\u0627\u0645\u06cc\u0627 \u0627\u0645\u06cc\u062f\u0648\u0627\u0631\u0646\u062f \u0627\u06cc\u0646 \u0628\u0627\u0632\u0646\u06af\u0631\u06cc \u062f\u0631 \u0633\u0627\u062e\u062a\u0627\u0631 \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u060c \u0645\u0633\u06cc\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0646\u0648\u0622\u0648\u0631\u06cc\u200c\u0647\u0627\u06cc \u0628\u06cc\u0634\u062a\u0631 \u062f\u0631 \u062c\u0627\u0645\u0639\u0647 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631\u06cc \u0627\u06cc\u0631\u0627\u0646 \u0647\u0645\u0648\u0627\u0631 \u0633\u0627\u0632\u062f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u062c\u0645\u0639-\u0628\u0646\u062f\u06cc\"><strong>\u062c\u0645\u0639 \u0628\u0646\u062f\u06cc<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u06a9\u0627\u0645\u0644 \u062e\u0627\u0646\u0648\u0627\u062f\u0647 GPT-5.4 \u0648 <strong>\u0645\u0639\u0631\u0641\u06cc GPT-5.4 mini \u0648 nano<\/strong>\u060c \u0646\u0634\u0627\u0646\u200c\u062f\u0647\u0646\u062f\u0647 \u0646\u0642\u0637\u0647 \u0639\u0637\u0641\u06cc \u062f\u0631 \u062a\u0627\u0631\u06cc\u062e <strong>\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/strong> (AI) \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u067e\u0627\u0631\u0627\u062f\u0627\u06cc\u0645 &#8220;\u0628\u0632\u0631\u06af\u06cc \u0627\u0628\u0639\u0627\u062f&#8221; \u062c\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0645\u0641\u0647\u0648\u0645 &#8220;\u0647\u0648\u0634\u0645\u0646\u062f\u06cc\u0650 \u06a9\u0627\u0631\u0622\u0645\u062f&#8221; \u062f\u0627\u062f\u0647 \u0627\u0633\u062a. <strong>\u062a\u06cc\u0645 \u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 \u0647\u0627\u0645\u06cc\u0627<\/strong> \u0628\u0627 \u06a9\u0627\u0644\u0628\u062f\u0634\u06a9\u0627\u0641\u06cc \u0628\u0646\u0686\u0645\u0627\u0631\u06a9\u200c\u0647\u0627\u06cc \u0641\u0646\u06cc \u0646\u0638\u06cc\u0631 <em>SWE-Bench Pro<\/em> \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0642\u06cc\u0642 \u0633\u0627\u062e\u062a\u0627\u0631 <strong>\u0632\u06cc\u0631-\u0639\u0627\u0645\u0644\u200c\u0647\u0627<\/strong> (<em>Subagents<\/em>)\u060c \u0628\u0647 \u0631\u0648\u0634\u0646\u06cc \u062a\u0631\u0633\u06cc\u0645 \u06a9\u0631\u062f\u0647\u200c\u0627\u0646\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0627 \u0635\u0631\u0641 \u0647\u0632\u06cc\u0646\u0647\u200c\u0627\u06cc \u0646\u0627\u0686\u06cc\u0632 \u062f\u0631 \u062d\u0648\u0632\u0647 <strong>\u0627\u0642\u062a\u0635\u0627\u062f \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/strong>\u060c \u0628\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f\u06cc \u062f\u0631 \u0633\u0637\u062d \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u062a\u0627\u0632 \u062f\u0633\u062a \u06cc\u0627\u0641\u062a. \u0627\u06cc\u0646 <strong>\u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u06a9\u0648\u0686\u06a9<\/strong> (<em>Small Language Models<\/em>) \u06cc\u0627 <em>SLM<\/em> \u062f\u0631 \u062d\u0642\u06cc\u0642\u062a \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u062a\u0645\u0631\u06a9\u0632\u0632\u062f\u0627\u06cc\u06cc \u0627\u0632 \u0642\u062f\u0631\u062a \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0645\u062d\u0633\u0648\u0628 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f\u061b \u0686\u0631\u0627 \u06a9\u0647 \u0628\u0627 \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u0642\u0631\u0627\u0631 \u062f\u0627\u062f\u0646 \u0642\u062f\u0631\u062a \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0628\u0627\u0644\u0627 \u062f\u0631 \u0627\u0628\u0639\u0627\u062f\u06cc \u0628\u0647\u06cc\u0646\u0647\u060c \u0627\u0646\u062d\u0635\u0627\u0631 \u0633\u0627\u062e\u062a\u0627\u0631\u0647\u0627\u06cc \u0645\u062a\u0645\u0631\u06a9\u0632 \u0631\u0627 \u0634\u06a9\u0633\u062a\u0647 \u0648 \u0628\u0647 \u0647\u0631 \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u0647 \u0645\u0633\u062a\u0642\u0644 \u06cc\u0627 \u0627\u0633\u062a\u0627\u0631\u062a\u0627\u067e \u0646\u0648\u067e\u0627\u06cc \u0627\u06cc\u0631\u0627\u0646\u06cc \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u0628\u062f\u0648\u0646 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc \u0628\u0647 \u0632\u06cc\u0631\u0633\u0627\u062e\u062a\u200c\u0647\u0627\u06cc \u06af\u0631\u0627\u0646\u200c\u0642\u06cc\u0645\u062a\u060c \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0627\u06cc\u062c\u0646\u062a\u06cc\u06a9 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0648 \u067e\u0627\u0633\u062e\u06af\u0648 \u0628\u0646\u0627 \u06a9\u0646\u0646\u062f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u06cc\u0627\u0646 <strong>GPT-5.4 mini \u0648 nano<\/strong>\u060c \u0641\u0631\u0627\u062a\u0631 \u0627\u0632 \u06cc\u06a9 \u062a\u0635\u0645\u06cc\u0645 \u0641\u0646\u06cc \u0633\u0627\u062f\u0647\u060c \u06cc\u06a9 \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u0627\u0642\u062a\u0635\u0627\u062f\u06cc \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634\u062a\u0627\u0632\u06cc \u062f\u0631 \u0628\u0627\u0632\u0627\u0631 \u0631\u0642\u0627\u0628\u062a\u06cc \u0645\u0647\u0646\u062f\u0633\u06cc \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0627\u0633\u062a. \u0647\u0645\u0627\u0646\u200c\u0637\u0648\u0631 \u06a9\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u062a\u062d\u0644\u06cc\u0644 \u062c\u0627\u0645\u0639 \u062a\u0648\u0633\u0637 <strong>\u062a\u06cc\u0645 \u0646\u0648\u06cc\u0633\u0646\u062f\u06af\u0627\u0646 \u0647\u0627\u0645\u06cc\u0627<\/strong> \u0645\u0634\u0627\u0647\u062f\u0647 \u0634\u062f\u060c \u062f\u0631 \u0627\u06a9\u0648\u0633\u06cc\u0633\u062a\u0645 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0633\u0627\u0644 \u06f2\u06f0\u06f2\u06f6\u060c \u067e\u06cc\u0631\u0648\u0632 \u0645\u06cc\u062f\u0627\u0646 \u0644\u0632\u0648\u0645\u0627\u064b \u0646\u0647\u0627\u062f\u06cc \u0646\u06cc\u0633\u062a \u06a9\u0647 \u0633\u0646\u06af\u06cc\u0646\u200c\u062a\u0631\u06cc\u0646 \u0645\u062f\u0644 \u0631\u0627 \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u062f\u0627\u0631\u062f\u060c \u0628\u0644\u06a9\u0647 \u06a9\u0633\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0627 <strong>\u06a9\u0627\u0631\u0627\u06cc\u06cc \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc<\/strong> \u062f\u0642\u06cc\u0642\u060c \u0634\u0627\u062e\u0635 <strong>\u062a\u0623\u062e\u06cc\u0631<\/strong> (<em>Latency<\/em>) \u0631\u0627 \u0628\u0647 \u0646\u0641\u0639 \u0628\u0647\u0628\u0648\u062f \u062a\u062c\u0631\u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0648 \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 (<em>Computer Use<\/em>) \u0645\u0647\u0627\u0631 \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0628\u0627 \u0627\u0631\u0627\u0626\u0647 \u0646\u0642\u0634\u0647 \u0631\u0627\u0647\u06cc \u0628\u0631\u0627\u06cc \u0628\u0647\u0631\u0647\u200c\u0628\u0631\u062f\u0627\u0631\u06cc \u0627\u0632 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0646\u0648\u06cc\u0646 \u0648 \u067e\u0646\u062c\u0631\u0647 \u0628\u0627\u0641\u062a \u06f4\u06f0\u06f0 \u0647\u0632\u0627\u0631 \u062a\u0648\u06a9\u0646\u06cc\u060c \u0647\u0645\u0631\u0627\u0647\u0627\u0646 <a href=\"https:\/\/hamiya.shop\/\">\u0647\u0627\u0645\u06cc\u0627<\/a> \u0631\u0627 \u0645\u062c\u0647\u0632 \u0628\u0647 \u062f\u0627\u0646\u0634\u06cc \u06a9\u0631\u062f \u06a9\u0647 \u0645\u0631\u0632\u0647\u0627\u06cc \u0645\u06cc\u0627\u0646 \u0641\u0631\u0636\u06cc\u0627\u062a \u0641\u0646\u06cc \u0648 \u0627\u062c\u0631\u0627\u06cc \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc \u0631\u0627 \u062f\u0631 \u0647\u0645 \u0645\u06cc\u200c\u0634\u06a9\u0646\u062f\u061b \u062f\u0627\u0646\u0634\u06cc \u06a9\u0647 \u0628\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 <strong>\u0633\u0631\u0639\u062a<\/strong> (<em>Speed<\/em>) \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u060c \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0633\u0646\u062f \u0645\u0631\u062c\u0639 \u0631\u0627\u0647\u06af\u0634\u0627\u06cc \u0645\u062a\u062e\u0635\u0635\u0627\u0646\u06cc \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f \u06a9\u0647 \u062f\u0631 \u0628\u0633\u062a\u0631 \u0631\u0627\u06cc\u0627\u0646\u0634 \u0627\u0628\u0631\u06cc \u0648 \u0632\u06cc\u0631\u0633\u0627\u062e\u062a\u200c\u0647\u0627\u06cc API \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u062e\u0631\u0648\u062c\u06cc \u0628\u0627 \u06a9\u0645\u062a\u0631\u06cc\u0646 \u0647\u0632\u06cc\u0646\u0647 \u0647\u0633\u062a\u0646\u062f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u0633\u0648\u0627\u0644\u0627\u062a-\u0645\u062a\u062f\u0627\u0648\u0644\">\u0633\u0648\u0627\u0644\u0627\u062a \u0645\u062a\u062f\u0627\u0648\u0644<\/h2>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1775479878635\"><strong class=\"schema-faq-question\">\u062a\u0641\u0627\u0648\u062a \u0627\u0635\u0644\u06cc GPT-5.4 mini \u0628\u0627 \u0646\u0633\u0644 \u0642\u0628\u0644\u06cc (GPT-5 mini) \u062f\u0631 \u0686\u06cc\u0633\u062a\u061f<\/strong> <p class=\"schema-faq-answer\">\u0645\u062f\u0644 <strong>GPT-5.4 mini<\/strong> \u0628\u0627 \u0648\u062c\u0648\u062f \u062d\u0641\u0638 \u067e\u0646\u062c\u0631\u0647 \u06a9\u0627\u0646\u0627\u0644\u06cc \u06f4\u06f0\u06f0 \u0647\u0632\u0627\u0631 \u062a\u0648\u06a9\u0646\u06cc\u060c \u0628\u06cc\u0634 \u0627\u0632 \u06f2 \u0628\u0631\u0627\u0628\u0631 \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u0627\u0632 \u0646\u0633\u0644 \u0642\u0628\u0644\u06cc \u062e\u0648\u062f \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0645\u0636\u0627\u0641 \u0628\u0631 \u0627\u06cc\u0646\u060c \u0642\u062f\u0631\u062a \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0648 \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0647 \u0634\u062f\u062a \u0627\u0631\u062a\u0642\u0627 \u06cc\u0627\u0641\u062a\u0647 \u0648 \u062f\u0631 \u0628\u0646\u0686\u0645\u0627\u0631\u06a9\u200c\u0647\u0627\u06cc \u062f\u0634\u0648\u0627\u0631\u060c \u0639\u0645\u0644\u06a9\u0631\u062f\u06cc \u0646\u0632\u062f\u06cc\u06a9 \u0628\u0647 \u0645\u062f\u0644 \u067e\u0631\u0686\u0645\u200c\u062f\u0627\u0631 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1775479879862\"><strong class=\"schema-faq-question\">\u0622\u06cc\u0627 GPT-5.4 mini \u0628\u0631\u0627\u06cc \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u062d\u0631\u0641\u0647\u200c\u0627\u06cc \u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc \u0642\u0627\u0628\u0644 \u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0633\u062a\u061f<\/strong> <p class=\"schema-faq-answer\">\u0628\u0644\u0647\u061b \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0627 \u06a9\u0633\u0628 \u0627\u0645\u062a\u06cc\u0627\u0632 \u06f5\u06f4.\u06f4\u066a \u062f\u0631 \u0628\u0646\u0686\u0645\u0627\u0631\u06a9 SWE-Bench Pro\u060c \u06cc\u06a9\u06cc \u0627\u0632 \u0642\u0648\u06cc\u200c\u062a\u0631\u06cc\u0646 \u062a\u0648\u0627\u0632\u0646\u200c\u0647\u0627\u06cc &#8220;\u0639\u0645\u0644\u06a9\u0631\u062f \u062f\u0631 \u0628\u0631\u0627\u0628\u0631 \u062a\u0623\u062e\u06cc\u0631&#8221; \u0631\u0627 \u0628\u0631\u0627\u06cc \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0641\u0631\u0627\u0647\u0645 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0631\u0627\u06cc \u067e\u06cc\u0645\u0627\u06cc\u0634 \u062f\u0631 \u0628\u062f\u0646\u0647 \u06a9\u062f (Codebase navigation) \u0648 \u062d\u0644\u0642\u0647\u200c\u0647\u0627\u06cc \u0639\u06cc\u0628\u200c\u06cc\u0627\u0628\u06cc (Debugging loops) \u0628\u0633\u06cc\u0627\u0631 \u06a9\u0627\u0631\u0622\u0645\u062f\u062a\u0631 \u0648 \u0627\u0631\u0632\u0627\u0646\u200c\u062a\u0631 \u0627\u0632 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u063a\u0648\u0644\u200c\u067e\u06cc\u06a9\u0631 \u0639\u0645\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1775479880331\"><strong class=\"schema-faq-question\">\u0645\u062f\u0644 GPT-5.4 nano \u062f\u0631 \u0686\u0647 \u0633\u0646\u0627\u0631\u06cc\u0648\u0647\u0627\u06cc\u06cc \u0628\u0647\u062a\u0631\u06cc\u0646 \u0639\u0645\u0644\u06a9\u0631\u062f \u0631\u0627 \u062f\u0627\u0631\u062f\u061f<\/strong> <p class=\"schema-faq-answer\">\u0645\u062f\u0644 nano \u06a9\u0648\u0686\u06a9\u200c\u062a\u0631\u06cc\u0646 \u0648 \u0627\u0631\u0632\u0627\u0646\u200c\u062a\u0631\u06cc\u0646 \u0639\u0636\u0648 \u0627\u06cc\u0646 \u062e\u0627\u0646\u0648\u0627\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0645\u0646\u062d\u0635\u0631\u0627\u064b \u0628\u0631\u0627\u06cc \u0648\u0638\u0627\u06cc\u0641 \u0628\u0627 \u062d\u062c\u0645 \u0628\u0627\u0644\u0627 \u0648 \u062d\u0633\u0627\u0633 \u0628\u0647 \u0647\u0632\u06cc\u0646\u0647 \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u0647\u200c\u0628\u0646\u062f\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 (Classification)\u060c \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0646\u0628\u0648\u0647 \u0648 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0632\u06cc\u0631-\u0639\u0627\u0645\u0644\u200c\u0647\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc\u06cc (Subagents) \u062f\u0631 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u062a\u0648\u0632\u06cc\u0639\u200c\u0634\u062f\u0647 \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1775479880884\"><strong class=\"schema-faq-question\">\u0642\u0627\u0628\u0644\u06cc\u062a &#8220;\u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631&#8221; (Computer Use) \u062f\u0631 \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627 \u0686\u06af\u0648\u0646\u0647 \u0639\u0645\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f\u061f<\/strong> <p class=\"schema-faq-answer\">\u0645\u062f\u0644 GPT-5.4 mini \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0645\u0639\u0645\u0627\u0631\u06cc \u0686\u0646\u062f\u0648\u062c\u0647\u06cc (Multimodal) \u062e\u0648\u062f\u060c \u0642\u0627\u062f\u0631 \u0627\u0633\u062a \u0627\u0633\u06a9\u0631\u06cc\u0646\u200c\u0634\u0627\u062a\u200c\u0647\u0627\u06cc \u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc (UI) \u0631\u0627 \u0628\u0627 \u0633\u0631\u0639\u062a \u0628\u0627\u0644\u0627 \u062a\u0641\u0633\u06cc\u0631 \u06a9\u0631\u062f\u0647 \u0648 \u0648\u0638\u0627\u06cc\u0641 \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc \u0631\u0627 \u062f\u0631 \u0645\u062d\u06cc\u0637 \u0633\u06cc\u0633\u062a\u0645\u200c\u0639\u0627\u0645\u0644 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u062f. \u062f\u0631 \u0628\u0646\u0686\u0645\u0627\u0631\u06a9 OSWorld-Verified\u060c \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0627\u0645\u062a\u06cc\u0627\u0632 \u06f7\u06f2.\u06f1\u066a \u0631\u0627 \u06a9\u0633\u0628 \u06a9\u0631\u062f\u0647 \u06a9\u0647 \u0628\u0633\u06cc\u0627\u0631 \u0646\u0632\u062f\u06cc\u06a9 \u0628\u0647 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0645\u062f\u0644 \u067e\u0631\u0686\u0645\u200c\u062f\u0627\u0631 \u0627\u0633\u062a.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1775479881613\"><strong class=\"schema-faq-question\">\u0647\u0632\u06cc\u0646\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 API \u0627\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0686\u0642\u062f\u0631 \u0627\u0633\u062a\u061f<\/strong> <p class=\"schema-faq-answer\">\u0647\u0632\u06cc\u0646\u0647 \u0648\u0631\u0648\u062f\u06cc \u0628\u0631\u0627\u06cc \u0645\u062f\u0644 mini \u0645\u0639\u0627\u062f\u0644 \u06f0.\u06f7\u06f5 \u062f\u0644\u0627\u0631 \u0648 \u0628\u0631\u0627\u06cc \u0645\u062f\u0644 nano \u062a\u0646\u0647\u0627 \u06f0.\u06f2\u06f0 \u062f\u0644\u0627\u0631 \u0628\u0647 \u0627\u0632\u0627\u06cc \u0647\u0631 \u06cc\u06a9 \u0645\u06cc\u0644\u06cc\u0648\u0646 \u062a\u0648\u06a9\u0646 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0633\u0627\u062e\u062a\u0627\u0631 \u0642\u06cc\u0645\u062a\u200c\u06af\u0630\u0627\u0631\u06cc \u0628\u0647 \u0627\u0633\u062a\u0627\u0631\u062a\u0627\u067e\u200c\u0647\u0627 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u062a\u0627 \u0628\u0627 \u0635\u0631\u0641 \u06cc\u06a9\u200c\u0633\u0648\u0645 \u0647\u0632\u06cc\u0646\u0647 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0628\u0632\u0631\u06af\u060c \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0627\u06cc\u062c\u0646\u062a\u06cc\u06a9\u0650 \u067e\u0627\u0633\u062e\u06af\u0648 \u0648 \u0645\u0642\u06cc\u0627\u0633\u200c\u067e\u0630\u06cc\u0631 \u0628\u0646\u0627 \u06a9\u0646\u0646\u062f.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1775479882124\"><strong class=\"schema-faq-question\">\u0686\u06af\u0648\u0646\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0647 \u0642\u0627\u0628\u0644\u06cc\u062a Thinking \u062f\u0631 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u062f\u0633\u062a\u0631\u0633\u06cc \u062f\u0627\u0634\u062a\u061f<\/strong> <p class=\"schema-faq-answer\">\u062f\u0631 \u0645\u062d\u06cc\u0637 ChatGPT\u060c \u0645\u062f\u0644 GPT-5.4 mini \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0637\u0631\u062d\u200c\u0647\u0627\u06cc Free \u0648 Go \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0645\u0646\u0648\u06cc \u0642\u0627\u0628\u0644\u06cc\u062a &#8220;\u062a\u0641\u06a9\u0631&#8221; (Thinking) \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0627\u0633\u062a. \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u062d\u0631\u0641\u0647\u200c\u0627\u06cc (Plus \u0648 Pro)\u060c \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u0631\u0632\u0631\u0648 (Fallback) \u062f\u0631 \u0632\u0645\u0627\u0646\u200c\u0647\u0627\u06cc \u0627\u0648\u062c \u0645\u0635\u0631\u0641 \u0648 \u0627\u062a\u0645\u0627\u0645 \u0633\u0647\u0645\u06cc\u0647 \u0645\u062f\u0644 \u0627\u0635\u0644\u06cc \u0639\u0645\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f \u062a\u0627 \u062a\u062f\u0627\u0648\u0645 \u067e\u0627\u0633\u062e\u06af\u0648\u06cc\u06cc \u062d\u0641\u0638 \u0634\u0648\u062f.<\/p> <\/div> <\/div>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-\u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc\">\u06a9\u062f\u0646\u0648\u06cc\u0633\u06cc<\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>\u0628\u0646\u0686\u0645\u0627\u0631\u06a9 \/ \u0645\u062f\u0644<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>GPT-5.4 (xhigh)<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>GPT-5.4 mini (xhigh)<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>GPT-5.4 nano (xhigh)<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>GPT-5 mini (high)<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>SWE-bench Pro (Public)<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">57.70%<\/td><td class=\"has-text-align-center\" data-align=\"center\">54.40%<\/td><td class=\"has-text-align-center\" data-align=\"center\">52.40%<\/td><td class=\"has-text-align-center\" data-align=\"center\">45.70%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Terminal-Bench 2.0<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">75.10%<\/td><td class=\"has-text-align-center\" data-align=\"center\">60.00%<\/td><td class=\"has-text-align-center\" data-align=\"center\">46.30%<\/td><td class=\"has-text-align-center\" data-align=\"center\">38.20%<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-\u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc-\u0627\u0628\u0632\u0627\u0631-tool-calling\">\u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0627\u0628\u0632\u0627\u0631 (Tool-calling)<\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>\u0628\u0646\u0686\u0645\u0627\u0631\u06a9 \/ \u0645\u062f\u0644<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>GPT-5.4 (xhigh)<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>GPT-5.4 mini (xhigh)<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>GPT-5.4 nano (xhigh)<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>GPT-5 mini (high)<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>MCP Atlas<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">67.20%<\/td><td class=\"has-text-align-center\" data-align=\"center\">57.70%<\/td><td class=\"has-text-align-center\" data-align=\"center\">56.10%<\/td><td class=\"has-text-align-center\" data-align=\"center\">47.60%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Toolathlon<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">54.60%<\/td><td class=\"has-text-align-center\" data-align=\"center\">42.90%<\/td><td class=\"has-text-align-center\" data-align=\"center\">35.50%<\/td><td class=\"has-text-align-center\" data-align=\"center\">26.90%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>\u03c42-bench (telecom)<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">98.90%<\/td><td class=\"has-text-align-center\" data-align=\"center\">93.40%<\/td><td class=\"has-text-align-center\" data-align=\"center\">92.50%<\/td><td class=\"has-text-align-center\" data-align=\"center\">74.10%<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-\u0647\u0648\u0634-\u0648-\u0627\u0633\u062a\u062f\u0644\u0627\u0644-intelligence\">\u0647\u0648\u0634 \u0648 \u0627\u0633\u062a\u062f\u0644\u0627\u0644 (<strong>Intelligence<\/strong>)<\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>\u0628\u0646\u0686\u0645\u0627\u0631\u06a9 \/ \u0645\u062f\u0644<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>GPT-5.4 (xhigh)<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>GPT-5.4 mini (xhigh)<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>GPT-5.4 nano (xhigh)<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>GPT-5 mini (high)<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>GPQA Diamond<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">93.00%<\/td><td class=\"has-text-align-center\" data-align=\"center\">88.00%<\/td><td class=\"has-text-align-center\" data-align=\"center\">82.80%<\/td><td class=\"has-text-align-center\" data-align=\"center\">81.60%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>HLE w\/ tool<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">52.10%<\/td><td class=\"has-text-align-center\" data-align=\"center\">41.50%<\/td><td class=\"has-text-align-center\" data-align=\"center\">37.70%<\/td><td class=\"has-text-align-center\" data-align=\"center\">31.60%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>HLE w\/o tools<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">39.80%<\/td><td class=\"has-text-align-center\" data-align=\"center\">28.20%<\/td><td class=\"has-text-align-center\" data-align=\"center\">24.30%<\/td><td class=\"has-text-align-center\" data-align=\"center\">18.30%<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-\u0639\u0645\u0644\u06a9\u0631\u062f-\u0628\u06cc\u0646\u0627\u06cc\u06cc-\u0648-\u0686\u0646\u062f\u0631\u0633\u0627\u0646\u0647-\u0627\u06cc-mm-vision-cua\">\u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u06cc\u0646\u0627\u06cc\u06cc \u0648 \u0686\u0646\u062f\u0631\u0633\u0627\u0646\u0647\u200c\u0627\u06cc (MM \/ Vision \/ CUA)<\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>\u0628\u0646\u0686\u0645\u0627\u0631\u06a9 \/ \u0645\u062f\u0644<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>GPT-5.4 (xhigh)<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>GPT-5.4 mini (xhigh)<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>GPT-5.4 nano (xhigh)<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>GPT-5 mini (high)<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>OSWorld-Verified<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">75.00%<\/td><td class=\"has-text-align-center\" data-align=\"center\">72.10%<\/td><td class=\"has-text-align-center\" data-align=\"center\">39.00%<\/td><td class=\"has-text-align-center\" data-align=\"center\">42.00%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>MMMUPro w\/ Python<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">81.50%<\/td><td class=\"has-text-align-center\" data-align=\"center\">78.00%<\/td><td class=\"has-text-align-center\" data-align=\"center\">69.50%<\/td><td class=\"has-text-align-center\" data-align=\"center\">74.10%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>MMMUPro<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">81.20%<\/td><td class=\"has-text-align-center\" data-align=\"center\">76.60%<\/td><td class=\"has-text-align-center\" data-align=\"center\">66.10%<\/td><td class=\"has-text-align-center\" data-align=\"center\">67.50%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>OmniDocBench 1.5 (no tools)<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">0.109<\/td><td class=\"has-text-align-center\" data-align=\"center\">0.1263<\/td><td class=\"has-text-align-center\" data-align=\"center\">0.2419<\/td><td class=\"has-text-align-center\" data-align=\"center\">0.1791<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-\u062c\u062f\u0648\u0644-\u0639\u0645\u0644\u06a9\u0631\u062f-\u0628\u0627\u0641\u062a\u0627\u0631-\u0637\u0648\u0644\u0627\u0646\u06cc-long-context\">\u062c\u062f\u0648\u0644 \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0627\u0641\u062a\u0627\u0631 \u0637\u0648\u0644\u0627\u0646\u06cc (Long context)<\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>\u0628\u0646\u0686\u0645\u0627\u0631\u06a9 \/ \u0645\u062f\u0644<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>GPT-5.4 (xhigh)<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>GPT-5.4 mini (xhigh)<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>GPT-5.4 nano (xhigh)<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>GPT-5 mini (high)<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>OpenAI MRCR v2 8-needle 64K-128K<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">86.00%<\/td><td class=\"has-text-align-center\" data-align=\"center\">47.70%<\/td><td class=\"has-text-align-center\" data-align=\"center\">44.20%<\/td><td class=\"has-text-align-center\" data-align=\"center\">35.10%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>OpenAI MRCR v2 8-needle 128K-256K<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">79.30%<\/td><td class=\"has-text-align-center\" data-align=\"center\">33.60%<\/td><td class=\"has-text-align-center\" data-align=\"center\">33.10%<\/td><td class=\"has-text-align-center\" data-align=\"center\">19.40%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Graphwalks BFS 0K-128K<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">93.10%<\/td><td class=\"has-text-align-center\" data-align=\"center\">76.30%<\/td><td class=\"has-text-align-center\" data-align=\"center\">73.40%<\/td><td class=\"has-text-align-center\" data-align=\"center\">73.40%<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Graphwalks parents 0-128K (accuracy)<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">89.80%<\/td><td class=\"has-text-align-center\" data-align=\"center\">71.50%<\/td><td class=\"has-text-align-center\" data-align=\"center\">50.80%<\/td><td class=\"has-text-align-center\" data-align=\"center\">64.30%<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n<div style='text-align:center' class='yasr-auto-insert-visitor'><!--Yasr Visitor Votes Shortcode--><div id='yasr_visitor_votes_58868faaf91e8' class='yasr-visitor-votes'><div class=\"yasr-custom-text-vv-before yasr-custom-text-vv-before-20857\">\u0627\u0645\u062a\u06cc\u0627\u0632 \u062f\u0647\u06cc\u062f!<\/div><div id='yasr-vv-second-row-container-58868faaf91e8'\r\n                                        class='yasr-vv-second-row-container'><div id='yasr-visitor-votes-rater-58868faaf91e8'\r\n                                      class='yasr-rater-stars-vv'\r\n                                      data-rater-postid='20857'\r\n                                      data-rating='0'\r\n                                      data-rater-starsize='24'\r\n                                      data-rater-readonly='false'\r\n                                      data-rater-nonce='73bd71f607'\r\n                                      data-issingular='false'\r\n                                    ><\/div><div class=\"yasr-vv-stats-text-container\" id=\"yasr-vv-stats-text-container-58868faaf91e8\"><span id=\"yasr-vv-text-container-58868faaf91e8\" class=\"yasr-vv-text-container\"><strong><span id=\"yasr-vv-votes-number-container-58868faaf91e8\">0<\/span> \/ <span id=\"yasr-vv-average-container-58868faaf91e8\">0<\/span><\/strong><\/span><\/div><div id='yasr-vv-loader-58868faaf91e8' class='yasr-vv-container-loader'><\/div><\/div><div id='yasr-vv-bottom-container-58868faaf91e8'\r\n                              class='yasr-vv-bottom-container'\r\n                              style='display:none'><\/div><\/div><!--End Yasr Visitor Votes Shortcode--><\/div>","protected":false},"excerpt":{"rendered":"<p>\u062f\u0631 \u0633\u0627\u0644 \u06f2\u06f0\u06f2\u06f6\u060c \u062f\u0648\u0631\u0627\u0646 \u0633\u0644\u0637\u0647 \u0628\u06cc\u200c\u0686\u0648\u0646 \u0648 \u0686\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0628\u0632\u0631\u06af (LLMs) \u0648 \u0645\u062a\u0645\u0631\u06a9\u0632 \u062f\u0631 \u062d\u0648\u0632\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc (AI) \u0633\u067e\u0631\u06cc \u0634\u062f\u0647 \u0648 \u062c\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0627\u0644\u06af\u0648\u06cc \u062c\u062f\u06cc\u062f\u06cc \u062a\u062d\u062a \u0639\u0646\u0648\u0627\u0646 &#8220;\u06a9\u0627\u0631\u0627\u06cc\u06cc \u062a\u0648\u0632\u06cc\u0639\u200c\u0634\u062f\u0647&#8221; \u062f\u0627\u062f\u0647 \u0627\u0633\u062a. \u062f\u0631 \u0627\u06cc\u0646 \u067e\u0627\u0631\u0627\u062f\u0627\u06cc\u0645 \u0646\u0648\u06cc\u0646\u060c \u0642\u062f\u0631\u062a \u0648\u0627\u0642\u0639\u06cc \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627 \u062f\u06cc\u06af\u0631 \u0635\u0631\u0641\u0627\u064b \u062f\u0631 \u062a\u0639\u062f\u0627\u062f \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0645\u06cc\u0644\u06cc\u0627\u0631\u062f\u06cc \u062e\u0644\u0627\u0635\u0647 \u0646\u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0628\u0644\u06a9\u0647 \u062f\u0631 \u0627\u06cc\u062c\u0627\u062f \u062a\u0648\u0627\u0632\u0646\u06cc \u0647\u0648\u0634\u0645\u0646\u062f\u0627\u0646\u0647 \u0645\u06cc\u0627\u0646 &hellip;<\/p>\n","protected":false},"author":30,"featured_media":20858,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","pgc_sgb_lightbox_settings":"","yasr_overall_rating":0,"yasr_post_is_review":"","yasr_auto_insert_disabled":"","yasr_review_type":"","footnotes":""},"categories":[38],"tags":[],"class_list":["post-20857","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence"],"yasr_visitor_votes":{"stars_attributes":{"read_only":false,"span_bottom":false},"number_of_votes":0,"sum_votes":0},"uagb_featured_image_src":{"full":["https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2026\/03\/Introducing-GPT\u20115.4-mini-and-nano.webp",1920,1280,false],"thumbnail":["https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2026\/03\/Introducing-GPT\u20115.4-mini-and-nano-150x150.webp",150,150,true],"medium":["https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2026\/03\/Introducing-GPT\u20115.4-mini-and-nano-300x200.webp",300,200,true],"medium_large":["https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2026\/03\/Introducing-GPT\u20115.4-mini-and-nano-768x512.webp",768,512,true],"large":["https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2026\/03\/Introducing-GPT\u20115.4-mini-and-nano-1024x683.webp",1024,683,true],"1536x1536":["https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2026\/03\/Introducing-GPT\u20115.4-mini-and-nano-1536x1024.webp",1536,1024,true],"2048x2048":["https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2026\/03\/Introducing-GPT\u20115.4-mini-and-nano.webp",1920,1280,false],"jannah-image-small":["https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2026\/03\/Introducing-GPT\u20115.4-mini-and-nano-220x150.webp",220,150,true],"jannah-image-large":["https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2026\/03\/Introducing-GPT\u20115.4-mini-and-nano-550x370.webp",550,370,true],"jannah-image-post":["https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2026\/03\/Introducing-GPT\u20115.4-mini-and-nano-780x470.webp",780,470,true],"mailpoet_newsletter_max":["https:\/\/hamiya.shop\/jurnal\/wp-content\/uploads\/2026\/03\/Introducing-GPT\u20115.4-mini-and-nano-1320x880.webp",1320,880,true]},"uagb_author_info":{"display_name":"\u0631\u0648\u0632\u0628\u0647 \u0639\u0628\u0627\u0633\u06cc \u0622\u0630\u063a\u0627\u0646","author_link":"https:\/\/hamiya.shop\/jurnal\/author\/roozbeh\/"},"uagb_comment_info":0,"uagb_excerpt":"\u062f\u0631 \u0633\u0627\u0644 \u06f2\u06f0\u06f2\u06f6\u060c \u062f\u0648\u0631\u0627\u0646 \u0633\u0644\u0637\u0647 \u0628\u06cc\u200c\u0686\u0648\u0646 \u0648 \u0686\u0631\u0627\u06cc \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u0632\u0628\u0627\u0646\u06cc \u0628\u0632\u0631\u06af (LLMs) \u0648 \u0645\u062a\u0645\u0631\u06a9\u0632 \u062f\u0631 \u062d\u0648\u0632\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc (AI) \u0633\u067e\u0631\u06cc \u0634\u062f\u0647 \u0648 \u062c\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0627\u0644\u06af\u0648\u06cc \u062c\u062f\u06cc\u062f\u06cc \u062a\u062d\u062a \u0639\u0646\u0648\u0627\u0646 &#8220;\u06a9\u0627\u0631\u0627\u06cc\u06cc \u062a\u0648\u0632\u06cc\u0639\u200c\u0634\u062f\u0647&#8221; \u062f\u0627\u062f\u0647 \u0627\u0633\u062a. \u062f\u0631 \u0627\u06cc\u0646 \u067e\u0627\u0631\u0627\u062f\u0627\u06cc\u0645 \u0646\u0648\u06cc\u0646\u060c \u0642\u062f\u0631\u062a \u0648\u0627\u0642\u0639\u06cc \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627 \u062f\u06cc\u06af\u0631 \u0635\u0631\u0641\u0627\u064b \u062f\u0631 \u062a\u0639\u062f\u0627\u062f \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0645\u06cc\u0644\u06cc\u0627\u0631\u062f\u06cc \u062e\u0644\u0627\u0635\u0647 \u0646\u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0628\u0644\u06a9\u0647 \u062f\u0631 \u0627\u06cc\u062c\u0627\u062f \u062a\u0648\u0627\u0632\u0646\u06cc \u0647\u0648\u0634\u0645\u0646\u062f\u0627\u0646\u0647 \u0645\u06cc\u0627\u0646&hellip;","_links":{"self":[{"href":"https:\/\/hamiya.shop\/jurnal\/wp-json\/wp\/v2\/posts\/20857","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hamiya.shop\/jurnal\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/hamiya.shop\/jurnal\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/hamiya.shop\/jurnal\/wp-json\/wp\/v2\/users\/30"}],"replies":[{"embeddable":true,"href":"https:\/\/hamiya.shop\/jurnal\/wp-json\/wp\/v2\/comments?post=20857"}],"version-history":[{"count":6,"href":"https:\/\/hamiya.shop\/jurnal\/wp-json\/wp\/v2\/posts\/20857\/revisions"}],"predecessor-version":[{"id":20867,"href":"https:\/\/hamiya.shop\/jurnal\/wp-json\/wp\/v2\/posts\/20857\/revisions\/20867"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/hamiya.shop\/jurnal\/wp-json\/wp\/v2\/media\/20858"}],"wp:attachment":[{"href":"https:\/\/hamiya.shop\/jurnal\/wp-json\/wp\/v2\/media?parent=20857"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/hamiya.shop\/jurnal\/wp-json\/wp\/v2\/categories?post=20857"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/hamiya.shop\/jurnal\/wp-json\/wp\/v2\/tags?post=20857"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}