{"id":13162,"date":"2026-10-15T21:44:34","date_gmt":"2026-10-15T18:44:34","guid":{"rendered":"https:\/\/heshamsaad.com\/?p=13162"},"modified":"2026-10-22T20:14:47","modified_gmt":"2026-10-22T17:14:47","slug":"meta-muse-spark-open","status":"publish","type":"post","link":"https:\/\/heshamsaad.com\/ar\/meta-muse-spark-open\/","title":{"rendered":"\u0646\u0645\u0648\u0630\u062c Muse Spark Open \u0645\u0646 \u0645\u064a\u062a\u0627: \u0645\u0627 \u0627\u0644\u062c\u062f\u064a\u062f \u0648\u0643\u064a\u0641 \u064a\u0642\u0627\u0631\u0646 \u0628\u0645\u0646\u0627\u0641\u0633\u064a\u0647\u061f"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u0623\u0637\u0644\u0642\u062a \u0645\u064a\u062a\u0627 \u0641\u064a 15 \u0623\u0643\u062a\u0648\u0628\u0631 2026 \u0646\u0645\u0648\u0630\u062c Muse Spark Open \u0645\u0646 \u0645\u064a\u062a\u0627\u060c \u0648\u0647\u0648 \u0627\u0644\u0646\u0633\u062e\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0623\u0648\u0632\u0627\u0646 \u0645\u0646 Muse Spark\u060c \u0646\u0645\u0648\u0630\u062c\u0647\u0627 \u0627\u0644\u0645\u062e\u0635\u0635 \u0644\u0644\u0628\u0631\u0645\u062c\u0629 \u0648\u0645\u0647\u0627\u0645 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0630\u0643\u064a\u0629. \u064a\u0645\u0643\u0646\u0643 \u062a\u0646\u0632\u064a\u0644 \u0627\u0644\u0623\u0648\u0632\u0627\u0646 \u0645\u0646 Hugging Face \u0648\u062a\u0634\u063a\u064a\u0644\u0647\u0627 \u0639\u0644\u0649 \u062e\u0648\u0627\u062f\u0645\u0643 \u0627\u0644\u062e\u0627\u0635\u0629 \u0623\u0648 \u062a\u0639\u062f\u064a\u0644\u0647\u0627 \u0648\u062a\u062f\u0631\u064a\u0628\u0647\u0627 \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a\u0643\u060c \u0648\u064a\u0645\u0643\u0646\u0643 \u0623\u064a\u0636\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0645\u0628\u0627\u0634\u0631\u0629 \u0639\u0628\u0631 \u0645\u0632\u0648\u062f\u064a\u0646 \u0645\u062b\u0644 OpenRouter \u0648Together AI \u0648Groq. \u062a\u0635\u0641\u0647 \u0645\u064a\u062a\u0627 \u0628\u0623\u0646\u0647 \u0623\u0642\u0648\u0649 \u0646\u0645\u0648\u0630\u062c \u0623\u0645\u0631\u064a\u0643\u064a \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0623\u0648\u0632\u0627\u0646 \u062d\u062a\u0649 \u0627\u0644\u0622\u0646\u060c \u0648\u0647\u0648 \u0648\u0635\u0641 \u0643\u0628\u064a\u0631\u060c \u0644\u0630\u0644\u0643 \u0646\u0631\u0627\u062c\u0639 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u0642\u0627\u0644 \u0645\u0627 \u062a\u0642\u0648\u0644\u0647 \u0628\u0637\u0627\u0642\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0641\u0639\u0644\u0627: \u0623\u064a\u0646 \u064a\u062a\u0641\u0648\u0642\u060c \u0648\u0623\u064a\u0646 \u062a\u0633\u0628\u0642\u0647 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0635\u064a\u0646\u064a\u0629 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629\u060c \u0648\u0643\u0645 \u062a\u0643\u0644\u0641\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0643\u0644 \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0647\u0646\u0627 \u0645\u0623\u062e\u0648\u0630\u0629 \u0645\u0646 \u0628\u0637\u0627\u0642\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0639\u0644\u0649 Hugging Face\u060c \u0648\u0645\u0646 \u0625\u0639\u0644\u0627\u0646 \u0645\u064a\u062a\u0627 \u0639\u0644\u0649 \u0645\u062f\u0648\u0646\u062a\u0647\u0627 \u0627\u0644\u0628\u062d\u062b\u064a\u0629\u060c \u0648\u0645\u0646 \u062a\u0648\u062b\u064a\u0642 Meta Model API\u060c \u0648\u0645\u0646 \u0642\u0627\u0626\u0645\u0629 \u0623\u0633\u0639\u0627\u0631 OpenRouter \u064a\u0648\u0645 \u0627\u0644\u0625\u0637\u0644\u0627\u0642. \u0648\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0643\u0644\u0647\u0627 \u0645\u0646\u0634\u0648\u0631\u0629 \u0645\u0646 \u0645\u064a\u062a\u0627 \u0646\u0641\u0633\u0647\u0627\u060c \u0648\u0644\u0645 \u062a\u062a\u062d\u0642\u0642 \u0645\u0646\u0647\u0627 \u062c\u0647\u0627\u062a \u0645\u0633\u062a\u0642\u0644\u0629 \u0628\u0639\u062f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0645\u0627 \u0627\u0644\u0630\u064a \u0623\u0637\u0644\u0642\u062a\u0647 \u0645\u064a\u062a\u0627 \u0628\u0627\u0644\u0636\u0628\u0637\u061f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u0639\u062a\u0645\u062f \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0644\u0649 \u0628\u0646\u064a\u0629 &#8220;\u062e\u0644\u064a\u0637 \u0627\u0644\u062e\u0628\u0631\u0627\u0621&#8221;\u060c \u0623\u064a \u0623\u0646 \u0627\u0644\u0634\u0628\u0643\u0629 \u0645\u0642\u0633\u0645\u0629 \u0625\u0644\u0649 \u0623\u062c\u0632\u0627\u0621 \u0645\u062a\u062e\u0635\u0635\u0629 \u0643\u062b\u064a\u0631\u0629\u060c \u0648\u0644\u0627 \u064a\u0639\u0645\u0644 \u0645\u0646\u0647\u0627 \u0645\u0639 \u0643\u0644 \u0643\u0644\u0645\u0629 \u0625\u0644\u0627 \u0639\u062f\u062f \u0642\u0644\u064a\u0644. \u0648\u0647\u0630\u0627 \u0645\u0627 \u064a\u062c\u0639\u0644 \u062a\u0643\u0644\u0641\u0629 \u062a\u0634\u063a\u064a\u0644\u0647 \u0623\u0642\u0644 \u0628\u0643\u062b\u064a\u0631 \u0645\u0645\u0627 \u064a\u0648\u062d\u064a \u0628\u0647 \u062d\u062c\u0645\u0647 \u0627\u0644\u0643\u0627\u0645\u0644.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u062d\u062c\u0645:<\/strong> 816 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0627\u0645\u0644 \u0625\u062c\u0645\u0627\u0644\u0627\u060c \u064a\u0639\u0645\u0644 \u0645\u0646\u0647\u0627 \u0646\u062d\u0648 42 \u0645\u0644\u064a\u0627\u0631\u0627 \u0641\u0642\u0637 \u0645\u0639 \u0643\u0644 \u0631\u0645\u0632.<\/li>\n\n<li><strong>\u0627\u0644\u062e\u0628\u0631\u0627\u0621:<\/strong> 256 \u062e\u0628\u064a\u0631\u0627 \u0641\u064a \u0643\u0644 \u0637\u0628\u0642\u0629\u060c \u064a\u062e\u062a\u0627\u0631 \u0645\u0646\u0647\u0627 8 \u0644\u0643\u0644 \u0631\u0645\u0632.<\/li>\n\n<li><strong>\u0646\u0627\u0641\u0630\u0629 \u0627\u0644\u0633\u064a\u0627\u0642:<\/strong> 1,048,576 \u0631\u0645\u0632\u0627\u060c \u0623\u064a \u0645\u0627 \u064a\u0642\u0627\u0631\u0628 \u0645\u0644\u064a\u0648\u0646 \u0631\u0645\u0632.<\/li>\n\n<li><strong>\u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0648\u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a:<\/strong> \u064a\u0642\u0631\u0623 \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0635\u0648\u062a \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648\u060c \u0648\u064a\u0643\u062a\u0628 \u0646\u0635\u0627 \u0641\u0642\u0637.<\/li>\n\n<li><strong>\u0627\u0644\u0644\u063a\u0627\u062a:<\/strong> \u062f\u0631\u0628 \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0623\u0643\u062b\u0631 \u0645\u0646 100 \u0644\u063a\u0629.<\/li>\n\n<li><strong>\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062a\u0641\u0643\u064a\u0631:<\/strong> \u0645\u0646\u062e\u0641\u0636 \u0623\u0648 \u0645\u062a\u0648\u0633\u0637 \u0623\u0648 \u0645\u0631\u062a\u0641\u0639 \u0623\u0648 \u0645\u0631\u062a\u0641\u0639 \u062c\u062f\u0627 (xhigh)\u060c \u0648\u0627\u0644\u0623\u062e\u064a\u0631 \u0647\u0648 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u060c \u0648\u062a\u0646\u0635\u062d \u0645\u064a\u062a\u0627 \u0628\u0627\u0644\u0645\u0633\u062a\u0648\u064a\u064a\u0646 \u0627\u0644\u0623\u0639\u0644\u0649 \u0644\u0644\u0628\u0631\u0645\u062c\u0629 \u0648\u0645\u0647\u0627\u0645 \u0627\u0644\u0648\u0643\u0644\u0627\u0621.<\/li>\n\n<li><strong>\u0627\u0644\u0635\u064a\u063a \u0627\u0644\u0645\u062a\u0627\u062d\u0629:<\/strong> \u0646\u0633\u062e\u0629 \u0643\u0627\u0645\u0644\u0629 \u0627\u0644\u062f\u0642\u0629 BF16\u060c \u0648\u0646\u0633\u062e\u0629 \u0645\u0636\u063a\u0648\u0637\u0629 \u0623\u0635\u063a\u0631 NVFP4.<\/li>\n\n<li><strong>\u0627\u0644\u062a\u0631\u062e\u064a\u0635:<\/strong> \u062a\u0631\u062e\u064a\u0635 \u062c\u062f\u064a\u062f \u0627\u0633\u0645\u0647 Muse Model License\u060c \u0646\u0634\u0631\u062d\u0647 \u0628\u0627\u0644\u062a\u0641\u0635\u064a\u0644 \u0628\u0639\u062f \u0642\u0644\u064a\u0644.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u062a\u0630\u0643\u0631 \u0627\u0644\u0628\u0637\u0627\u0642\u0629 \u0623\u064a\u0636\u0627 \u0645\u0643\u0648\u0646\u0627 \u0628\u0635\u0631\u064a\u0627 \u062a\u0633\u0645\u064a\u0647 \u0645\u064a\u062a\u0627 Perception Encoder \u0628\u062d\u062c\u0645 1.8 \u0645\u0644\u064a\u0627\u0631 \u0645\u0639\u0627\u0645\u0644\u060c \u0648\u0647\u0648 \u0627\u0644\u0645\u0633\u0624\u0648\u0644 \u0639\u0646 \u0642\u0631\u0627\u0621\u0629 \u0644\u0642\u0637\u0627\u062a \u0627\u0644\u0634\u0627\u0634\u0629 \u0648\u0627\u0644\u0631\u0633\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u0629 \u0648\u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0648\u0625\u0637\u0627\u0631\u0627\u062a \u0627\u0644\u0641\u064a\u062f\u064a\u0648.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0623\u064a\u0646 \u064a\u0645\u0643\u0646\u0643 \u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u061f<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u0639\u0628\u0631 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u064a\u0629 \u062c\u0627\u0647\u0632\u0629<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u062a\u0627\u062d \u0644\u062f\u0649 Baseten \u0648Fireworks AI \u0648Groq \u0648Modal \u0648Nebius \u0648OpenRouter \u0648Together AI. \u0643\u0645\u0627 \u062a\u0648\u0641\u0631 Hugging Face \u0646\u0634\u0631\u0647 \u0628\u0623\u0645\u0631 \u0648\u0627\u062d\u062f \u0639\u0644\u0649 \u062e\u062f\u0645\u0629 Inference Endpoints \u0628\u0648\u0627\u062c\u0647\u0629 \u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0645\u0639 \u0635\u064a\u063a\u0629 OpenAI. \u0648\u0627\u0644\u0645\u0639\u0646\u0649 \u0627\u0644\u0639\u0645\u0644\u064a \u0623\u0646 \u0623\u064a \u0643\u0648\u062f \u0645\u0643\u062a\u0648\u0628 \u0623\u0635\u0644\u0627 \u0644\u0648\u0627\u062c\u0647\u0629 OpenAI \u064a\u0645\u0643\u0646\u0647 \u0627\u0644\u062a\u062d\u0648\u0644 \u0625\u0644\u0649 \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u062a\u063a\u064a\u064a\u0631 \u0639\u0646\u0648\u0627\u0646 \u0627\u0644\u062e\u0627\u062f\u0645 \u0648\u0627\u0633\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0641\u0642\u0637.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0639\u0644\u0649 \u0623\u062c\u0647\u0632\u062a\u0643 \u0627\u0644\u062e\u0627\u0635\u0629<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0644\u0623\u0648\u0632\u0627\u0646 \u0645\u062a\u0627\u062d\u0629 \u0644\u0644\u062a\u0646\u0632\u064a\u0644 \u0645\u0646 Hugging Face \u0648Amazon SageMaker AI \u0648Google Cloud Model Garden \u0648Microsoft Foundry\u060c \u0648\u064a\u0639\u0645\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0644\u0649 \u0645\u062d\u0631\u0643\u0627\u062a \u062a\u0634\u063a\u064a\u0644 \u0645\u062b\u0644 SGLang \u0648vLLM \u0648TensorRT-LLM \u0648Transformers \u0648llama.cpp \u0648Unsloth \u0648MLX \u0645\u0646 \u0622\u0628\u0644.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"572\" src=\"https:\/\/heshamsaad.com\/wp-content\/uploads\/2026\/10\/woman-developer-running-muse-spark-open-locally-two-mini-desktops-1024x572.webp\" alt=\"\u0645\u0637\u0648\u0631\u0629 \u0641\u064a \u0645\u0643\u062a\u0628\u0647\u0627 \u0627\u0644\u0645\u0646\u0632\u0644\u064a \u062a\u0634\u063a\u0644 \u0646\u0645\u0648\u0630\u062c Muse Spark Open \u0645\u0646 \u0645\u064a\u062a\u0627 \u0645\u062d\u0644\u064a\u0627 \u0639\u0644\u0649 \u062c\u0647\u0627\u0632\u064a\u0646 \u0645\u0643\u062a\u0628\u064a\u064a\u0646 \u0635\u063a\u064a\u0631\u064a\u0646 \u0628\u062c\u0648\u0627\u0631 \u0634\u0627\u0634\u062a\u0647\u0627\" class=\"wp-image-13164\" loading=\"lazy\" srcset=\"https:\/\/heshamsaad.com\/wp-content\/uploads\/2026\/10\/woman-developer-running-muse-spark-open-locally-two-mini-desktops-1024x572.webp 1024w, https:\/\/heshamsaad.com\/wp-content\/uploads\/2026\/10\/woman-developer-running-muse-spark-open-locally-two-mini-desktops-300x168.webp 300w, https:\/\/heshamsaad.com\/wp-content\/uploads\/2026\/10\/woman-developer-running-muse-spark-open-locally-two-mini-desktops-768x429.webp 768w, https:\/\/heshamsaad.com\/wp-content\/uploads\/2026\/10\/woman-developer-running-muse-spark-open-locally-two-mini-desktops.webp 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u0643\u0646 \u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0639\u062a\u0627\u062f \u0645\u0631\u062a\u0641\u0639\u0629. \u0641\u0628\u062d\u0633\u0628 \u0627\u0644\u0628\u0637\u0627\u0642\u0629 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0628\u0637\u0627\u0642\u0627\u062a \u0631\u0633\u0648\u0645\u064a\u0629 \u0628\u0630\u0627\u0643\u0631\u0629 \u0645\u062c\u0645\u0639\u0629 \u0644\u0627 \u062a\u0642\u0644 \u0639\u0646 700 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0644\u0644\u0646\u0633\u062e\u0629 \u0627\u0644\u0645\u0636\u063a\u0648\u0637\u0629\u060c \u0648\u0646\u062d\u0648 2 \u062a\u064a\u0631\u0627\u0628\u0627\u064a\u062a \u0644\u0644\u0646\u0633\u062e\u0629 \u0627\u0644\u0643\u0627\u0645\u0644\u0629. \u0623\u0645\u0627 \u0627\u0644\u062e\u0628\u0631 \u0627\u0644\u0630\u064a \u0631\u0643\u0632\u062a \u0639\u0644\u064a\u0647 \u0645\u064a\u062a\u0627 \u0641\u0647\u0648 \u062a\u0634\u063a\u064a\u0644\u0647 \u0639\u0644\u0649 \u062c\u0647\u0627\u0632\u064a Mac Studio \u0628\u0645\u0639\u0627\u0644\u062c M5 Ultra \u0639\u0628\u0631 MLX\u060c \u0644\u0623\u0646 \u0643\u0644 \u062c\u0647\u0627\u0632 \u064a\u062a\u064a\u062d \u0644\u0645\u0639\u0627\u0644\u062c\u0647 \u0627\u0644\u0631\u0633\u0648\u0645\u064a \u062d\u062a\u0649 512 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0645\u0646 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0645\u0648\u062d\u062f\u0629. \u0647\u064a \u062a\u0643\u0644\u0641\u0629 \u0643\u0628\u064a\u0631\u0629 \u0628\u0644\u0627 \u0634\u0643\u060c \u0644\u0643\u0646\u0647\u0627 \u0627\u0644\u0645\u0631\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0627\u0644\u062a\u064a \u064a\u0639\u0645\u0644 \u0641\u064a\u0647\u0627 \u0646\u0645\u0648\u0630\u062c \u0628\u0647\u0630\u0627 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0639\u0644\u0649 \u0623\u062c\u0647\u0632\u0629 \u0645\u0643\u062a\u0628\u064a\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u062a\u0646\u0632\u064a\u0644 \u0627\u0644\u0623\u0648\u0632\u0627\u0646 \u0645\u0646 Hugging Face \u0644\u064a\u0633 \u0645\u0641\u062a\u0648\u062d\u0627 \u0644\u0644\u062c\u0645\u064a\u0639 \u062a\u0644\u0642\u0627\u0626\u064a\u0627\u060c \u0625\u0630 \u062a\u0645\u0644\u0623 \u0646\u0645\u0648\u0630\u062c\u0627 \u0628\u0627\u0633\u0645\u0643 \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a \u0648\u062a\u0627\u0631\u064a\u062e \u0645\u064a\u0644\u0627\u062f\u0643 \u0648\u0627\u0633\u0645 \u0645\u0624\u0633\u0633\u062a\u0643\u060c \u062b\u0645 \u062a\u0631\u0627\u062c\u0639 \u0645\u064a\u062a\u0627 \u0627\u0644\u0637\u0644\u0628 \u064a\u062f\u0648\u064a\u0627.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0645\u0642\u0627\u0631\u0646\u0629 Muse Spark Open \u0628\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u0629<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0642\u0627\u0631\u0646\u062a \u0645\u064a\u062a\u0627 \u0646\u0645\u0648\u0630\u062c\u0647\u0627 \u0628\u0646\u0645\u0627\u0630\u062c \u0643\u0628\u064a\u0631\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0623\u0648\u0632\u0627\u0646\u060c \u0645\u0646\u0647\u0627 Inkling \u0648Nemotron 3 Ultra \u0648Mistral Large 4 \u0648Qwen3.8 \u0648GLM 5.3 \u0648Kimi K3. \u0627\u062e\u062a\u0631\u0646\u0627 \u0641\u064a \u0627\u0644\u062c\u062f\u0648\u0644 \u0627\u0644\u062a\u0627\u0644\u064a \u0623\u0647\u0645 \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u064a\u0646\u060c \u0648\u0627\u0644\u0634\u0631\u0637\u0629 \u062a\u0639\u0646\u064a \u0623\u0646 \u0645\u064a\u062a\u0627 \u0644\u0645 \u062a\u0646\u0634\u0631 \u0646\u062a\u064a\u062c\u0629.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"608\" src=\"https:\/\/heshamsaad.com\/wp-content\/uploads\/2026\/10\/muse-spark-open-benchmarks-vs-glm-kimi-ar-1024x608.webp\" alt=\"\u0645\u0642\u0627\u0631\u0646\u0629 \u0646\u062a\u0627\u0626\u062c \u0646\u0645\u0648\u0630\u062c Muse Spark Open \u0645\u0646 \u0645\u064a\u062a\u0627 \u0645\u0639 GLM 5.3 \u0648Kimi K3: \u0641\u064a MCP-Atlas \u200f89.2 \u064884.2 \u064882.3\u060c \u0648\u0641\u064a Terminal-Bench 2.1 \u200f76.4 \u064883.9 \u064885.0\u060c \u0648\u0641\u064a DeepSWE 1.1 \u200f60 \u064867 \u064868\" class=\"wp-image-13166\" loading=\"lazy\" srcset=\"https:\/\/heshamsaad.com\/wp-content\/uploads\/2026\/10\/muse-spark-open-benchmarks-vs-glm-kimi-ar-1024x608.webp 1024w, https:\/\/heshamsaad.com\/wp-content\/uploads\/2026\/10\/muse-spark-open-benchmarks-vs-glm-kimi-ar-300x178.webp 300w, https:\/\/heshamsaad.com\/wp-content\/uploads\/2026\/10\/muse-spark-open-benchmarks-vs-glm-kimi-ar-768x456.webp 768w, https:\/\/heshamsaad.com\/wp-content\/uploads\/2026\/10\/muse-spark-open-benchmarks-vs-glm-kimi-ar.webp 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table>\n<thead>\n<tr><th>\u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631<\/th><th>Muse Spark Open<\/th><th>Qwen3.8-2.4T<\/th><th>GLM 5.3<\/th><th>Kimi K3<\/th><\/tr>\n<\/thead>\n<tbody>\n<tr><td>\u0645\u0624\u0634\u0631 Artificial Analysis \u0627\u0644\u0639\u0627\u0645<\/td><td>39<\/td><td>40<\/td><td>45<\/td><td>44<\/td><\/tr>\n<tr><td>JobBench (\u0645\u0647\u0627\u0645 \u0627\u0644\u0648\u0643\u0644\u0627\u0621)<\/td><td>61.8<\/td><td>52.7<\/td><td>61.4<\/td><td>54.3<\/td><\/tr>\n<tr><td>MCP-Atlas (\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u062f\u0648\u0627\u062a)<\/td><td>89.2<\/td><td>84.5<\/td><td>84.2<\/td><td>82.3<\/td><\/tr>\n<tr><td>OSWorld Verified (\u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u062d\u0627\u0633\u0648\u0628)<\/td><td>80.4<\/td><td>&#8211;<\/td><td>&#8211;<\/td><td>84.8<\/td><\/tr>\n<tr><td>HLE-Diamond \u0628\u062f\u0648\u0646 \u0623\u062f\u0648\u0627\u062a<\/td><td>26.1<\/td><td>17.3<\/td><td>16.4<\/td><td>22.2<\/td><\/tr>\n<tr><td>GPQA Diamond<\/td><td>89.0<\/td><td>93.5<\/td><td>91.7<\/td><td>93.5<\/td><\/tr>\n<tr><td>DeepSWE 1.1 (\u0627\u0644\u0628\u0631\u0645\u062c\u0629)<\/td><td>60<\/td><td>57<\/td><td>67<\/td><td>68<\/td><\/tr>\n<tr><td>Terminal-Bench 2.1 (\u0627\u0644\u0628\u0631\u0645\u062c\u0629)<\/td><td>76.4<\/td><td>82.0<\/td><td>83.9<\/td><td>85.0<\/td><\/tr>\n<tr><td>ZeroBench \u0645\u0639 \u0623\u062f\u0648\u0627\u062a (\u0627\u0644\u0635\u0648\u0631)<\/td><td>50.0<\/td><td>&#8211;<\/td><td>&#8211;<\/td><td>41.0<\/td><\/tr>\n<tr><td>VideoMME v2 (\u0627\u0644\u0641\u064a\u062f\u064a\u0648)<\/td><td>61.5<\/td><td>&#8211;<\/td><td>&#8211;<\/td><td>65.4<\/td><\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u0625\u0630\u0627 \u0642\u0631\u0623\u062a \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0645\u0639\u0627 \u062a\u062c\u062f \u0627\u0644\u0635\u0648\u0631\u0629 \u0623\u0643\u062b\u0631 \u062a\u0648\u0627\u0632\u0646\u0627 \u0645\u0646 \u0639\u0646\u0648\u0627\u0646 \u0627\u0644\u0625\u0639\u0644\u0627\u0646:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u064a\u062a\u0641\u0648\u0642 \u0641\u064a:<\/strong> \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0639\u0628\u0631 \u062e\u0637\u0648\u0627\u062a \u0645\u062a\u062a\u0627\u0644\u064a\u0629\u060c \u0641\u0646\u062a\u064a\u062c\u062a\u0647 \u0641\u064a MCP-Atlas \u0647\u064a \u0627\u0644\u0623\u0639\u0644\u0649 \u0641\u064a \u0627\u0644\u062c\u062f\u0648\u0644\u060c \u0648\u0643\u0630\u0644\u0643 \u0641\u064a \u0627\u062e\u062a\u0628\u0627\u0631 JobBench \u0644\u0644\u0648\u0643\u0644\u0627\u0621\u060c \u0648\u0641\u064a \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0627\u0644\u0635\u0639\u0628 \u0628\u0644\u0627 \u0623\u062f\u0648\u0627\u062a\u060c \u0648\u0641\u064a \u0639\u062f\u0629 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0644\u0644\u0635\u0648\u0631.<\/li>\n\n<li><strong>\u064a\u062a\u0623\u062e\u0631 \u0641\u064a:<\/strong> \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062e\u0627\u0644\u0635\u0629\u060c \u0625\u0630 \u064a\u0633\u0628\u0642\u0647 Kimi K3 \u0648GLM 5.3 \u0641\u064a DeepSWE \u0648Terminal-Bench\u060c \u0648\u064a\u0633\u0628\u0642\u0627\u0646\u0647 \u0623\u064a\u0636\u0627 \u0641\u064a \u0627\u0644\u0645\u0624\u0634\u0631 \u0627\u0644\u0639\u0627\u0645. \u0643\u0645\u0627 \u064a\u062a\u0642\u062f\u0645 Kimi K3 \u0641\u064a \u0627\u0644\u062a\u062d\u0643\u0645 \u0628\u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u0641\u064a \u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0641\u064a\u062f\u064a\u0648.<\/li>\n\n<li><strong>\u0623\u0645\u0627\u0645 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0645\u0631\u064a\u0643\u064a\u0629 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629:<\/strong> \u0627\u0644\u0641\u0627\u0631\u0642 \u0648\u0627\u0636\u062d\u060c \u0641\u0646\u062a\u064a\u062c\u0629 Inkling \u0641\u064a \u0627\u0644\u0645\u0624\u0634\u0631 \u0627\u0644\u0639\u0627\u0645 26 \u0648Nemotron 3 Ultra \u062a\u0628\u0644\u063a 23\u060c \u0645\u0642\u0627\u0628\u0644 39 \u0644\u0646\u0645\u0648\u0630\u062c \u0645\u064a\u062a\u0627. \u0648\u0647\u0630\u0627 \u0645\u0627 \u064a\u0633\u062a\u0646\u062f \u0625\u0644\u064a\u0647 \u0648\u0635\u0641 &#8220;\u0623\u0642\u0648\u0649 \u0646\u0645\u0648\u0630\u062c \u0623\u0645\u0631\u064a\u0643\u064a \u0645\u0641\u062a\u0648\u062d&#8221;\u060c \u0648\u0644\u064a\u0633 \u0627\u062f\u0639\u0627\u0621 \u0628\u0627\u0644\u062a\u0641\u0648\u0642 \u0639\u0644\u0649 \u0643\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0641\u064a \u0627\u0644\u0639\u0627\u0644\u0645.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0633\u062a\u062e\u062f\u0645\u062a \u0645\u064a\u062a\u0627 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0623\u0639\u0644\u0649 \u0644\u0646\u0645\u0648\u0630\u062c\u0647\u0627 \u0648\u0627\u0644\u0625\u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u0648\u0635\u0649 \u0628\u0647\u0627 \u0644\u0643\u0644 \u0645\u0646\u0627\u0641\u0633\u060c \u0643\u0645\u0627 \u062a\u0648\u0636\u062d \u0648\u062b\u064a\u0642\u0629 \u0645\u0646\u0647\u062c\u064a\u0629 \u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u0646\u0634\u0648\u0631\u0629. \u0648\u0628\u0639\u0636 \u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0645\u0646\u0627\u0641\u0633\u064a\u0646 \u0646\u0642\u0644\u062a \u0645\u0646 \u0625\u0639\u0644\u0627\u0646\u0627\u062a \u0634\u0631\u0643\u0627\u062a\u0647\u0627 \u0646\u0641\u0633\u0647\u0627.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0623\u0645\u0627\u0646<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0647\u0646\u0627 \u064a\u0638\u0647\u0631 \u0627\u0644\u0641\u0627\u0631\u0642 \u0627\u0644\u0623\u0643\u0628\u0631. \u0641\u0642\u062f \u062d\u0635\u0644\u062a \u0627\u0644\u0646\u0633\u062e\u0629 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0639\u0644\u0649 \u062a\u062f\u0631\u064a\u0628 \u0625\u0636\u0627\u0641\u064a \u0644\u0644\u0623\u0645\u0627\u0646\u060c \u0644\u0623\u0646 \u0623\u064a \u0634\u062e\u0635 \u064a\u0633\u062a\u0637\u064a\u0639 \u062a\u0634\u063a\u064a\u0644\u0647\u0627 \u0628\u0644\u0627 \u0636\u0648\u0627\u0628\u0637. \u0648\u0641\u064a \u0627\u062e\u062a\u0628\u0627\u0631 StrongREJECT v2 \u0644\u0645\u062d\u0627\u0648\u0644\u0627\u062a \u0643\u0633\u0631 \u0627\u0644\u0642\u064a\u0648\u062f\u060c \u062d\u064a\u062b \u0627\u0644\u0631\u0642\u0645 \u0627\u0644\u0623\u0642\u0644 \u0623\u0641\u0636\u0644\u060c \u0633\u062c\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c 0.5\u060c \u0645\u0642\u0627\u0628\u0644 66.6 \u0644\u0640 Kimi K3 \u064862.9 \u0644\u0640 GLM 5.3 \u064865.6 \u0644\u0640 Qwen3.8. \u0648\u0641\u064a \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0625\u0633\u0627\u0621\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a \u0631\u0641\u0636 99.2% \u0645\u0646 \u0627\u0644\u0645\u062d\u0627\u0648\u0644\u0627\u062a \u0639\u0644\u0649 \u0627\u062e\u062a\u0628\u0627\u0631 \u0645\u064a\u062a\u0627 \u0627\u0644\u062f\u0627\u062e\u0644\u064a\u060c \u0645\u0642\u0627\u0628\u0644 75.5% \u0644\u0640 Kimi K3 \u0641\u064a \u0627\u0644\u0638\u0631\u0648\u0641 \u0646\u0641\u0633\u0647\u0627.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0646\u0648\u064a \u0648\u0636\u0639 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0623\u0645\u0627\u0645 \u0639\u0645\u0644\u0627\u0626\u0643\u060c \u0641\u064a \u062f\u0631\u062f\u0634\u0629 \u062f\u0639\u0645 \u0639\u0644\u0649 \u0645\u0648\u0642\u0639\u0643 \u0645\u062b\u0644\u0627\u060c \u0641\u0647\u0630\u0627 \u0627\u0644\u0641\u0627\u0631\u0642 \u0623\u0647\u0645 \u0644\u0643 \u0645\u0646 \u0628\u0636\u0639 \u0646\u0642\u0627\u0637 \u0641\u064a \u0627\u062e\u062a\u0628\u0627\u0631 \u0628\u0631\u0645\u062c\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0643\u0645 \u064a\u0643\u0644\u0641 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u061f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0644\u0623\u0648\u0632\u0627\u0646 \u0645\u062c\u0627\u0646\u064a\u0629 \u0648\u0641\u0642 \u0634\u0631\u0648\u0637 \u0627\u0644\u062a\u0631\u062e\u064a\u0635. \u0623\u0645\u0627 \u0639\u0646\u062f \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0639\u0628\u0631 \u0645\u0632\u0648\u062f \u062e\u0627\u0631\u062c\u064a \u0641\u062a\u062f\u0641\u0639 \u0644\u0647\u060c \u0648\u0642\u062f \u0623\u062f\u0631\u062c\u062a OpenRouter \u064a\u0648\u0645 \u0627\u0644\u0625\u0637\u0644\u0627\u0642 \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"608\" src=\"https:\/\/heshamsaad.com\/wp-content\/uploads\/2026\/10\/muse-spark-open-openrouter-price-per-million-tokens-ar-1024x608.webp\" alt=\"\u0623\u0633\u0639\u0627\u0631 OpenRouter \u0644\u0643\u0644 \u0645\u0644\u064a\u0648\u0646 \u0631\u0645\u0632: \u0646\u0645\u0648\u0630\u062c Muse Spark Open \u0645\u0646 \u0645\u064a\u062a\u0627 \u0628\u06401.25 \u062f\u0648\u0644\u0627\u0631 \u0644\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u06484.25 \u062f\u0648\u0644\u0627\u0631 \u0644\u0644\u0645\u062e\u0631\u062c\u0627\u062a\u060c \u0645\u0642\u0627\u0628\u0644 Kimi K3 \u0628\u06400.45 \u064815 \u062f\u0648\u0644\u0627\u0631\u0627\u060c \u0648GLM 5.3 \u0628\u06400.40 \u06488 \u062f\u0648\u0644\u0627\u0631\u0627\u062a\u060c \u0648Qwen3.8-2.4T \u0628\u06402 \u06486 \u062f\u0648\u0644\u0627\u0631\u0627\u062a\" class=\"wp-image-13168\" loading=\"lazy\" srcset=\"https:\/\/heshamsaad.com\/wp-content\/uploads\/2026\/10\/muse-spark-open-openrouter-price-per-million-tokens-ar-1024x608.webp 1024w, https:\/\/heshamsaad.com\/wp-content\/uploads\/2026\/10\/muse-spark-open-openrouter-price-per-million-tokens-ar-300x178.webp 300w, https:\/\/heshamsaad.com\/wp-content\/uploads\/2026\/10\/muse-spark-open-openrouter-price-per-million-tokens-ar-768x456.webp 768w, https:\/\/heshamsaad.com\/wp-content\/uploads\/2026\/10\/muse-spark-open-openrouter-price-per-million-tokens-ar.webp 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a:<\/strong> 1.25 \u062f\u0648\u0644\u0627\u0631 \u0644\u0643\u0644 \u0645\u0644\u064a\u0648\u0646 \u0631\u0645\u0632.<\/li>\n\n<li><strong>\u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a:<\/strong> 4.25 \u062f\u0648\u0644\u0627\u0631 \u0644\u0643\u0644 \u0645\u0644\u064a\u0648\u0646 \u0631\u0645\u0632.<\/li>\n\n<li><strong>\u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u062e\u0632\u0646\u0629 \u0645\u0624\u0642\u062a\u0627:<\/strong> 0.15 \u062f\u0648\u0644\u0627\u0631 \u0644\u0643\u0644 \u0645\u0644\u064a\u0648\u0646 \u0631\u0645\u0632.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u0644\u0644\u0645\u0642\u0627\u0631\u0646\u0629\u060c \u0623\u0638\u0647\u0631\u062a \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0646\u0641\u0633\u0647\u0627 Kimi K3 \u0628\u0633\u0639\u0631 0.45 \u062f\u0648\u0644\u0627\u0631 \u0644\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u064815 \u062f\u0648\u0644\u0627\u0631\u0627 \u0644\u0644\u0645\u062e\u0631\u062c\u0627\u062a\u060c \u0648GLM 5.3 \u0628\u0633\u0639\u0631 0.40 \u06488 \u062f\u0648\u0644\u0627\u0631\u0627\u062a\u060c \u0648Qwen3.8-2.4T \u0628\u0633\u0639\u0631 2 \u06486 \u062f\u0648\u0644\u0627\u0631\u0627\u062a. \u0623\u064a \u0623\u0646 \u0646\u0645\u0648\u0630\u062c \u0645\u064a\u062a\u0627 \u0645\u062a\u0648\u0633\u0637 \u0627\u0644\u0633\u0639\u0631 \u0641\u064a \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a\u060c \u0648\u0623\u0631\u062e\u0635 \u0645\u0646 \u0623\u0642\u0631\u0628 \u0645\u0646\u0627\u0641\u0633\u064a\u0647 \u0641\u064a \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a\u060c \u0648\u0647\u064a \u0627\u0644\u0628\u0646\u062f \u0627\u0644\u0630\u064a \u064a\u0633\u062a\u0647\u0644\u0643 \u0645\u0639\u0638\u0645 \u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0645\u0647\u0627\u0645 \u0627\u0644\u0648\u0643\u0644\u0627\u0621. \u0644\u0643\u0646 \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u062a\u062a\u063a\u064a\u0631 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0648\u062a\u062e\u062a\u0644\u0641 \u0628\u064a\u0646 \u0627\u0644\u0645\u0632\u0648\u062f\u064a\u0646\u060c \u0641\u0631\u0627\u062c\u0639 \u0627\u0644\u0635\u0641\u062d\u0629 \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u0642\u0628\u0644 \u0623\u0646 \u062a\u0628\u0646\u064a \u0639\u0644\u064a\u0647\u0627 \u0645\u064a\u0632\u0627\u0646\u064a\u062a\u0643.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0630\u0627\u062a\u064a \u0644\u0627 \u064a\u062d\u0645\u0644 \u0631\u0633\u0648\u0645\u0627 \u0644\u0643\u0644 \u0631\u0645\u0632\u060c \u0644\u0643\u0646 \u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0639\u062a\u0627\u062f \u062d\u0642\u064a\u0642\u064a\u0629. \u0641\u062c\u0647\u0627\u0632\u0627 Mac Studio \u0623\u0648 \u062e\u0627\u062f\u0645 \u0628\u0630\u0627\u0643\u0631\u0629 \u0631\u0633\u0648\u0645\u064a\u0629 \u062a\u0628\u0644\u063a 700 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0623\u0645\u0631 \u062e\u0627\u0631\u062c \u0642\u062f\u0631\u0629 \u0645\u0639\u0638\u0645 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0635\u063a\u064a\u0631\u0629\u060c \u0648\u0644\u0630\u0644\u0643 \u0633\u064a\u0643\u0648\u0646 \u0627\u0644\u0645\u0632\u0648\u062f \u0627\u0644\u062e\u0627\u0631\u062c\u064a \u0647\u0648 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0648\u0627\u0642\u0639\u064a \u0644\u0623\u063a\u0644\u0628 \u0627\u0644\u0642\u0631\u0627\u0621.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0645\u0627\u0630\u0627 \u064a\u0642\u0648\u0644 \u062a\u0631\u062e\u064a\u0635 Muse Model License\u061f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0647\u0630\u0627 \u0644\u064a\u0633 \u062a\u0631\u062e\u064a\u0635\u0627 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0628\u0627\u0644\u0645\u0639\u0646\u0649 \u0627\u0644\u0645\u0639\u062a\u0627\u062f\u060c \u0648\u064a\u0633\u062a\u062d\u0642 \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0642\u0628\u0644 \u0623\u0646 \u062a\u0628\u0646\u064a \u0639\u0644\u064a\u0647 \u0645\u0646\u062a\u062c\u0627. \u0623\u0647\u0645 \u0645\u0627 \u0641\u064a\u0647:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u064a\u062d\u0642 \u0644\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0646\u0633\u062e\u0647 \u0648\u062a\u0639\u062f\u064a\u0644\u0647 \u0648\u062a\u062f\u0631\u064a\u0628\u0647 \u0648\u062a\u0642\u0637\u064a\u0631\u0647 \u0648\u0625\u0639\u0627\u062f\u0629 \u062a\u0648\u0632\u064a\u0639\u0647 \u0648\u0628\u064a\u0639\u0647\u060c \u0647\u0648 \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0634\u062a\u0642\u0629 \u0645\u0646\u0647\u060c \u062f\u0648\u0646 \u0645\u0642\u0627\u0628\u0644.<\/li>\n\n<li>\u064a\u062c\u0628 \u0623\u0646 \u062a\u0639\u0631\u0636 \u0639\u0628\u0627\u0631\u0629 &#8220;Built with Muse Spark Open&#8221; \u0641\u064a \u0648\u0627\u062c\u0647\u0629 \u0645\u0646\u062a\u062c\u0643 \u0623\u0648 \u062a\u0648\u062b\u064a\u0642\u0647 \u0623\u0648 \u0645\u0648\u0642\u0639\u0647 \u0623\u0648 \u0642\u0627\u0626\u0645\u0629 \u0625\u0639\u062f\u0627\u062f\u0627\u062a\u0647.<\/li>\n\n<li>\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0628\u064a\u0639 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0646\u0645\u0627\u0630\u062c \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0643\u062e\u062f\u0645\u0629 \u0639\u0628\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u064a\u0629\u060c \u0648\u062a\u062c\u0627\u0648\u0632\u062a \u0625\u064a\u0631\u0627\u062f\u0627\u062a \u0634\u0631\u0643\u062a\u0643 \u0648\u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u0627\u0628\u0639\u0629 \u0644\u0647\u0627 20 \u0645\u0644\u064a\u0648\u0646 \u062f\u0648\u0644\u0627\u0631 \u062e\u0644\u0627\u0644 12 \u0634\u0647\u0631\u0627\u060c \u0641\u0639\u0644\u064a\u0643 \u0625\u0628\u0644\u0627\u063a \u0645\u064a\u062a\u0627 \u0648\u062a\u0648\u0642\u064a\u0639 \u0627\u062a\u0641\u0627\u0642 \u0645\u0646\u0641\u0635\u0644 \u0645\u0639\u0647\u0627 \u0623\u0648\u0644\u0627.<\/li>\n\n<li>\u0647\u0630\u0627 \u0627\u0644\u0634\u0631\u0637 \u0644\u0627 \u064a\u0646\u0637\u0628\u0642 \u0639\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062f\u0627\u062e\u0644\u064a \u0623\u0648 \u0627\u0644\u0628\u062d\u062b\u064a\u060c \u0648\u0644\u0627 \u0639\u0644\u0649 \u062a\u0634\u063a\u064a\u0644 \u0645\u064a\u0632\u0627\u062a \u062f\u0627\u062e\u0644 \u0645\u0646\u062a\u062c\u0643 \u0627\u0644\u062e\u0627\u0635 \u0645\u0627 \u062f\u0627\u0645 \u0644\u064a\u0633 \u062e\u062f\u0645\u0629 \u0644\u0628\u064a\u0639 \u0627\u0644\u0646\u0645\u0627\u0630\u062c.<\/li>\n\n<li>\u0644\u0627 \u062a\u062f\u0639\u064a \u0645\u064a\u062a\u0627 \u0645\u0644\u0643\u064a\u0629 \u0623\u064a \u0645\u062e\u0631\u062c\u0627\u062a \u064a\u0646\u062a\u062c\u0647\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c.<\/li>\n\n<li>\u062a\u0646\u0637\u0628\u0642 \u0633\u064a\u0627\u0633\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0645\u0646\u0639 \u0645\u062b\u0644\u0627 \u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062e\u0628\u064a\u062b\u0629 \u0648\u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0644 \u0648\u0627\u0644\u0631\u0633\u0627\u0626\u0644 \u0627\u0644\u0645\u0632\u0639\u062c\u0629 \u0648\u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0627\u062a \u0627\u0644\u0645\u0632\u064a\u0641\u0629\u060c \u0648\u062a\u0642\u062f\u064a\u0645 \u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0644\u0649 \u0623\u0646\u0647\u0627 \u0643\u062a\u0627\u0628\u0629 \u0628\u0634\u0631\u064a\u0629. \u0648\u0627\u0644\u0646\u0645\u0648\u0630\u062c \u063a\u064a\u0631 \u0645\u0648\u062c\u0647 \u0644\u0645\u0646 \u0647\u0645 \u062f\u0648\u0646 18 \u0639\u0627\u0645\u0627.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0623\u064a \u0648\u0643\u0627\u0644\u0629 \u0623\u0648 \u0645\u062a\u062c\u0631 \u0623\u0648 \u0634\u0631\u0643\u0629 \u0646\u0627\u0634\u0626\u0629 \u0641\u064a \u0627\u0644\u0645\u0646\u0637\u0642\u0629 \u062a\u0642\u0631\u064a\u0628\u0627\u060c \u0644\u0646 \u064a\u0635\u0644 \u062d\u062f \u0627\u0644\u0639\u0634\u0631\u064a\u0646 \u0645\u0644\u064a\u0648\u0646 \u062f\u0648\u0644\u0627\u0631 \u0625\u0644\u064a\u0643\u060c \u0644\u0643\u0646 \u0634\u0631\u0637 \u0627\u0644\u0625\u0634\u0627\u0631\u0629 \u0625\u0644\u0649 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0633\u064a\u0627\u0633\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0633\u064a\u0646\u0637\u0628\u0642\u0627\u0646 \u0639\u0644\u064a\u0643.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0644\u0645\u0632\u0627\u064a\u0627 \u0648\u0627\u0644\u0639\u064a\u0648\u0628<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0645\u0632\u0627\u064a\u0627<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0623\u0648\u0632\u0627\u0646 \u0645\u0641\u062a\u0648\u062d\u0629 \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u0636\u0627\u0641\u062a\u0647\u0627 \u062f\u0627\u062e\u0644\u064a\u0627\u060c \u0648\u0647\u0630\u0627 \u0645\u0647\u0645 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0644\u062a\u0632\u0645 \u0628\u0642\u0648\u0627\u0639\u062f \u0635\u0627\u0631\u0645\u0629 \u0644\u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n\n<li>\u0642\u0648\u064a \u0641\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0639\u0628\u0631 \u062e\u0637\u0648\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629\u060c \u0648\u0647\u064a \u0623\u0633\u0627\u0633 \u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0648\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644.<\/li>\n\n<li>\u064a\u0642\u0631\u0623 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0635\u0648\u062a \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0648\u0627\u0644\u0646\u0635\u0648\u0635 \u0641\u064a \u0646\u0645\u0648\u0630\u062c \u0648\u0627\u062d\u062f.<\/li>\n\n<li>\u0646\u0627\u0641\u0630\u0629 \u0633\u064a\u0627\u0642 \u0628\u0645\u0644\u064a\u0648\u0646 \u0631\u0645\u0632 \u062a\u0643\u0641\u064a \u0644\u0645\u0633\u062a\u0648\u062f\u0639 \u0643\u0648\u062f \u0643\u0627\u0645\u0644 \u0623\u0648 \u0645\u062c\u0645\u0648\u0639\u0629 \u0639\u0642\u0648\u062f \u0637\u0648\u064a\u0644\u0629.<\/li>\n\n<li>\u064a\u0631\u0641\u0636 \u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0636\u0627\u0631\u0629 \u0628\u062f\u0631\u062c\u0629 \u0623\u0639\u0644\u0649 \u0628\u0643\u062b\u064a\u0631 \u0645\u0646 \u0645\u0646\u0627\u0641\u0633\u064a\u0647 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u064a\u0646\u060c \u0628\u062d\u0633\u0628 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0645\u064a\u062a\u0627.<\/li>\n\n<li>\u0645\u062a\u0627\u062d \u0644\u062f\u0649 \u0645\u0632\u0648\u062f\u064a\u0646 \u0643\u062b\u064a\u0631\u064a\u0646 \u0628\u0648\u0627\u062c\u0647\u0627\u062a \u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0645\u0639 OpenAI.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0627\u0644\u0639\u064a\u0648\u0628<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0644\u064a\u0633 \u0627\u0644\u0623\u0641\u0636\u0644 \u0628\u064a\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0641\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062e\u0627\u0644\u0635\u0629\u060c \u0641\u0640 Kimi K3 \u0648GLM 5.3 \u064a\u0633\u0628\u0642\u0627\u0646\u0647 \u0641\u064a \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u064a \u0646\u0634\u0631\u062a\u0647\u0627 \u0645\u064a\u062a\u0627 \u0646\u0641\u0633\u0647\u0627.<\/li>\n\n<li>\u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0630\u0627\u062a\u064a \u064a\u062a\u0637\u0644\u0628 700 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0639\u0644\u0649 \u0627\u0644\u0623\u0642\u0644 \u0645\u0646 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u064a\u0629.<\/li>\n\n<li>\u0627\u0644\u062a\u0631\u062e\u064a\u0635 \u064a\u0641\u0631\u0636 \u0627\u0644\u0625\u0634\u0627\u0631\u0629 \u0627\u0644\u0638\u0627\u0647\u0631\u0629 \u0625\u0644\u0649 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u0648\u0634\u0631\u0648\u0637\u0627 \u0625\u0636\u0627\u0641\u064a\u0629 \u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0648\u0627\u062c\u0647\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629.<\/li>\n\n<li>\u062a\u0646\u0632\u064a\u0644 \u0627\u0644\u0623\u0648\u0632\u0627\u0646 \u0645\u0634\u0631\u0648\u0637 \u0628\u062a\u0642\u062f\u064a\u0645 \u0628\u064a\u0627\u0646\u0627\u062a \u0634\u062e\u0635\u064a\u0629 \u0648\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0624\u0633\u0633\u0629.<\/li>\n\n<li>\u064a\u0643\u062a\u0628 \u0646\u0635\u0627 \u0641\u0642\u0637\u060c \u0648\u0644\u0627 \u064a\u0646\u062a\u062c \u0635\u0648\u0631\u0627 \u0623\u0648 \u0635\u0648\u062a\u0627.<\/li>\n\n<li>\u0643\u0644 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0645\u0646\u0634\u0648\u0631\u0629 \u0645\u0646 \u0645\u064a\u062a\u0627\u060c \u0648\u0644\u0645 \u064a\u0645\u0636 \u0639\u0644\u0649 \u0627\u0644\u0625\u0637\u0644\u0627\u0642 \u0633\u0648\u0649 \u0633\u0627\u0639\u0627\u062a.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u0623\u0641\u0636\u0644 \u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0648\u0643\u0644\u0627\u0621 \u0628\u0631\u0645\u062c\u0629 \u062f\u0627\u062e\u0644 \u0634\u0628\u0643\u062a\u0643:<\/strong> \u0644\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u0644\u0627 \u062a\u0633\u062a\u0637\u064a\u0639 \u0625\u0631\u0633\u0627\u0644 \u0643\u0648\u062f\u0647\u0627 \u0625\u0644\u0649 \u062e\u062f\u0645\u0627\u062a \u0645\u063a\u0644\u0642\u0629.<\/li>\n\n<li><strong>\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a:<\/strong> \u0645\u0647\u0627\u0645 \u062a\u0633\u062a\u062f\u0639\u064a \u0623\u062f\u0648\u0627\u062a \u0645\u062a\u062a\u0627\u0644\u064a\u0629\u060c \u0645\u062b\u0644 \u0642\u0631\u0627\u0621\u0629 \u0637\u0644\u0628 \u062b\u0645 \u0641\u062d\u0635 \u0627\u0644\u0645\u062e\u0632\u0648\u0646 \u062b\u0645 \u0643\u062a\u0627\u0628\u0629 \u0631\u062f \u062b\u0645 \u062a\u062d\u062f\u064a\u062b \u0646\u0638\u0627\u0645 \u0627\u0644\u0639\u0645\u0644\u0627\u0621.<\/li>\n\n<li><strong>\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0648\u0627\u0644\u0635\u0648\u0631:<\/strong> \u0627\u0644\u0641\u0648\u0627\u062a\u064a\u0631 \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0645\u0633\u0648\u062d\u0629 \u0648\u0644\u0648\u062d\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0635\u0648\u0631 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a.<\/li>\n\n<li><strong>\u0645\u0633\u0627\u0639\u062f\u0627\u062a \u062a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0645\u0628\u0627\u0634\u0631\u0629:<\/strong> \u062d\u064a\u062b \u064a\u0642\u0644\u0644 \u0627\u0646\u062e\u0641\u0627\u0636 \u0645\u0639\u062f\u0644 \u0643\u0633\u0631 \u0627\u0644\u0642\u064a\u0648\u062f \u0645\u0646 \u062e\u0637\u0631 \u0627\u0644\u0631\u062f\u0648\u062f \u0627\u0644\u0645\u062d\u0631\u062c\u0629 \u0623\u0648 \u0627\u0644\u0636\u0627\u0631\u0629.<\/li>\n\n<li><strong>\u062a\u0648\u0644\u064a\u062f \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u062e\u0631\u0649:<\/strong> \u0648\u0643\u0644\u0627\u0647\u0645\u0627 \u0645\u0630\u0643\u0648\u0631 \u0635\u0631\u0627\u062d\u0629 \u0641\u064a \u0627\u0644\u0628\u0637\u0627\u0642\u0629.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u062d\u062a\u064a\u0627\u062c\u0643 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0647\u0648 \u062a\u0648\u0642\u0639 \u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a \u0648\u0627\u0644\u0645\u062e\u0632\u0648\u0646 \u0648\u0644\u064a\u0633 \u0627\u0644\u0644\u063a\u0629 \u0648\u0627\u0644\u0628\u0631\u0645\u062c\u0629\u060c \u0641\u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u062a\u062e\u0635\u0635 \u0627\u0644\u0623\u0635\u063a\u0631 \u062e\u064a\u0627\u0631 \u0623\u0646\u0633\u0628. \u0648\u0642\u062f \u062a\u0646\u0627\u0648\u0644\u0646\u0627 \u0623\u062d\u062f \u0647\u0630\u0647 \u0627\u0644\u062e\u064a\u0627\u0631\u0627\u062a\u060c \u0648\u0647\u0648 \u064a\u0639\u0645\u0644 \u0623\u064a\u0636\u0627 \u0639\u0644\u0649 \u0623\u062c\u0647\u0632\u062a\u0643 \u0627\u0644\u062e\u0627\u0635\u0629\u060c \u0641\u064a \u0645\u0642\u0627\u0644\u0646\u0627 \u0639\u0646 <a href=\"https:\/\/heshamsaad.com\/ar\/mistral-timestral-time-series-forecasting\/\">\u0646\u0645\u0648\u0630\u062c Timestral \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0637\u0644\u0628 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0645\u0627\u0630\u0627 \u064a\u0639\u0646\u064a \u0646\u0645\u0648\u0630\u062c Muse Spark Open \u0645\u0646 \u0645\u064a\u062a\u0627 \u0644\u0645\u0648\u0627\u0642\u0639 \u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633 \u0648\u0627\u0644\u0623\u0639\u0645\u0627\u0644\u061f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u0639\u0638\u0645 \u0623\u0635\u062d\u0627\u0628 \u0645\u0648\u0627\u0642\u0639 \u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633 \u0633\u064a\u0635\u0644\u0648\u0646 \u0625\u0644\u0649 \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0628\u0631 \u0645\u0641\u062a\u0627\u062d API \u0648\u0644\u064a\u0633 \u0639\u0628\u0631 \u0627\u0644\u062a\u0646\u0632\u064a\u0644. \u0641\u0643\u062b\u064a\u0631 \u0645\u0646 \u0625\u0636\u0627\u0641\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633 \u062a\u0633\u0645\u062d \u0628\u0625\u062f\u062e\u0627\u0644 \u0639\u0646\u0648\u0627\u0646 \u062e\u0627\u062f\u0645 \u0645\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 OpenAI\u060c \u0648OpenRouter \u0645\u0646 \u0627\u0644\u062e\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u0641\u064a\u0647\u0627. \u064a\u0639\u0646\u064a \u0630\u0644\u0643 \u0623\u0646\u0643 \u062a\u0633\u062a\u0637\u064a\u0639 \u062a\u062c\u0631\u0628\u062a\u0647 \u0641\u064a \u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0645\u0633\u0648\u062f\u0627\u062a \u0623\u0648 \u0623\u0648\u0635\u0627\u0641 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0623\u0648 \u0631\u0648\u0628\u0648\u062a \u062f\u0631\u062f\u0634\u0629 \u0644\u0644\u062f\u0639\u0645 \u062f\u0648\u0646 \u062a\u063a\u064a\u064a\u0631 \u0628\u0646\u064a\u0629 \u0645\u0648\u0642\u0639\u0643.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u0643\u0646 \u0627\u0646\u062a\u0628\u0647 \u0625\u0644\u0649 \u0628\u0639\u0636 \u0627\u0644\u0646\u0642\u0627\u0637 \u0642\u0628\u0644 \u0627\u0644\u0628\u062f\u0621:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0634\u0631\u0637 \u0627\u0644\u0625\u0634\u0627\u0631\u0629:<\/strong> \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0645\u064a\u0632\u0629 \u064a\u0631\u0627\u0647\u0627 \u0639\u0645\u0644\u0627\u0624\u0643 \u062a\u0639\u0645\u0644 \u0628\u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u0641\u0627\u0644\u062a\u0631\u062e\u064a\u0635 \u064a\u062a\u0648\u0642\u0639 \u0638\u0647\u0648\u0631 \u0639\u0628\u0627\u0631\u0629 &#8220;Built with Muse Spark Open&#8221; \u0641\u064a \u0645\u0643\u0627\u0646 \u0648\u0627\u0636\u062d\u060c \u0645\u062b\u0644 \u0646\u0627\u0641\u0630\u0629 \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0623\u0648 \u0635\u0641\u062d\u0629 \u0627\u0644\u0625\u0641\u0635\u0627\u062d \u0639\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/li>\n\n<li><strong>\u0644\u0627 \u0645\u0631\u0627\u062c\u0639\u0627\u062a \u0645\u0632\u064a\u0641\u0629 \u0648\u0644\u0627 \u0645\u062d\u062a\u0648\u0649 \u0622\u0644\u064a \u063a\u064a\u0631 \u0645\u0639\u0644\u0646:<\/strong> \u0633\u064a\u0627\u0633\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0645\u0646\u0639 \u0627\u0644\u0623\u0645\u0631\u064a\u0646\u060c \u0648\u0643\u0644\u0627\u0647\u0645\u0627 \u064a\u0636\u0631 \u0628\u062b\u0642\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u062a\u0631\u062a\u064a\u0628\u0643 \u0641\u064a \u0627\u0644\u0628\u062d\u062b.<\/li>\n\n<li><strong>\u0627\u062e\u062a\u0631 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0645\u0646\u0627\u0633\u0628:<\/strong> \u0644\u0631\u062f\u0648\u062f \u0627\u0644\u062f\u0631\u062f\u0634\u0629 \u0627\u0644\u0642\u0635\u064a\u0631\u0629 \u0641\u064a \u0627\u0644\u0645\u062a\u062c\u0631\u060c \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u0646\u062e\u0641\u0636 \u0623\u0648 \u0627\u0644\u0645\u062a\u0648\u0633\u0637 \u0623\u0633\u0631\u0639 \u0648\u0623\u0631\u062e\u0635 \u0645\u0646 \u0627\u0644\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a.<\/li>\n\n<li><strong>\u0623\u0628\u0642 \u0627\u0644\u0636\u0648\u0627\u0628\u0637 \u0642\u0627\u0626\u0645\u0629:<\/strong> \u0645\u064a\u062a\u0627 \u0646\u0641\u0633\u0647\u0627 \u062a\u0646\u0635\u062d \u0628\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u062f\u0627\u062e\u0644 \u0646\u0638\u0627\u0645 \u0644\u0647 \u0641\u062d\u0648\u0635\u0627\u062a \u0623\u0645\u0627\u0646 \u062e\u0627\u0635\u0629\u060c \u0641\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0627\u0644\u062a\u064a \u062a\u0648\u0641\u0631 \u0627\u0644\u0625\u0634\u0631\u0627\u0641 \u0648\u0627\u0644\u0633\u062c\u0644\u0627\u062a \u0623\u0641\u0636\u0644 \u0645\u0646 \u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0645\u0628\u0627\u0634\u0631 \u0644\u0644\u0648\u0627\u062c\u0647\u0629.<\/li>\n\n<li><strong>\u0641\u0643\u0631 \u0641\u064a \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629:<\/strong> \u0644\u0644\u0639\u064a\u0627\u062f\u0627\u062a \u0648\u0645\u0643\u0627\u062a\u0628 \u0627\u0644\u0645\u062d\u0627\u0645\u0627\u0629 \u0648\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u0645\u0648\u064a\u0644\u060c \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629 \u0641\u064a \u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0627\u0644\u062a\u064a \u062a\u0628\u0642\u064a \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0628\u0639\u064a\u062f\u0627 \u0639\u0646 \u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0622\u062e\u0631\u064a\u0646\u060c \u0648\u0647\u0648 \u0645\u0634\u0631\u0648\u0639 \u0623\u0643\u0628\u0631 \u064a\u062d\u062a\u0627\u062c \u0628\u0646\u064a\u0629 \u0645\u0646\u0627\u0633\u0628\u0629.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0625\u0646 \u0643\u0646\u062a \u062a\u0631\u064a\u062f \u0645\u0633\u0627\u0639\u062f\u0627 \u0630\u0643\u064a\u0627 \u0623\u0648 \u0623\u062a\u0645\u062a\u0629 \u0644\u0639\u0645\u0644\u064a\u0627\u062a\u0643 \u0623\u0648 \u0625\u0636\u0627\u0641\u0629 \u0645\u062e\u0635\u0635\u0629 \u0645\u0628\u0646\u064a\u0629 \u0639\u0644\u0649 \u0646\u0645\u0648\u0630\u062c \u0643\u0647\u0630\u0627\u060c \u0641\u064a\u0645\u0643\u0646 \u0644\u0641\u0631\u064a\u0642 <a href=\"https:\/\/heshamsaad.com\/ar\/wordpress-development\/\">\u062a\u0637\u0648\u064a\u0631 \u0648\u0648\u0631\u062f\u0628\u0631\u064a\u0633<\/a> \u0644\u062f\u064a\u0646\u0627 \u062a\u062e\u0637\u064a\u0637\u0647\u0627 \u0648\u0628\u0646\u0627\u0624\u0647\u0627. \u0648\u0625\u0646 \u0644\u0645 \u062a\u0643\u0646 \u0645\u062a\u0623\u0643\u062f\u0627 \u0623\u064a\u0647\u0645\u0627 \u0623\u0646\u0633\u0628 \u0644\u0639\u0645\u0644\u0643\u060c \u0627\u0644\u0627\u0633\u062a\u0636\u0627\u0641\u0629 \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0629 \u0623\u0645 \u0627\u0644\u062e\u0627\u0635\u0629\u060c \u0641\u0627\u062d\u062c\u0632 <a href=\"https:\/\/heshamsaad.com\/ar\/free-consultation\/\">\u0627\u0633\u062a\u0634\u0627\u0631\u0629 \u0645\u062c\u0627\u0646\u064a\u0629<\/a> \u0648\u0633\u0646\u0631\u0627\u062c\u0639 \u0627\u0644\u0623\u0645\u0631 \u0645\u0639\u0643.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0623\u0633\u0626\u0644\u0629 \u0634\u0627\u0626\u0639\u0629<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u0647\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u062c\u0627\u0646\u064a\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0644\u0623\u0648\u0632\u0627\u0646 \u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u062a\u0646\u0632\u064a\u0644 \u0648\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0641\u0642 \u0627\u0644\u062a\u0631\u062e\u064a\u0635\u060c \u0623\u0645\u0627 \u0627\u0644\u0645\u0632\u0648\u062f\u0648\u0646 \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0648\u0646 \u0641\u064a\u062d\u0627\u0633\u0628\u0648\u0646\u0643 \u0639\u0644\u0649 \u0643\u0644 \u0631\u0645\u0632. \u0648\u0642\u062f \u0623\u062f\u0631\u062c\u062a\u0647 OpenRouter \u064a\u0648\u0645 \u0627\u0644\u0625\u0637\u0644\u0627\u0642 \u0628\u0633\u0639\u0631 1.25 \u062f\u0648\u0644\u0627\u0631 \u0644\u0643\u0644 \u0645\u0644\u064a\u0648\u0646 \u0631\u0645\u0632 \u0645\u062f\u062e\u0644 \u06484.25 \u062f\u0648\u0644\u0627\u0631 \u0644\u0643\u0644 \u0645\u0644\u064a\u0648\u0646 \u0631\u0645\u0632 \u0645\u062e\u0631\u062c.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0647\u0644 \u064a\u0645\u0643\u0646 \u062a\u0634\u063a\u064a\u0644 Muse Spark Open \u0639\u0644\u0649 \u0633\u064a\u0631\u0641\u0631 \u062e\u0627\u0635\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0646\u0639\u0645\u060c \u0644\u0643\u0646\u0643 \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 700 \u062c\u064a\u062c\u0627\u0628\u0627\u064a\u062a \u0639\u0644\u0649 \u0627\u0644\u0623\u0642\u0644 \u0645\u0646 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0631\u0633\u0648\u0645\u064a\u0629 \u0644\u0644\u0646\u0633\u062e\u0629 \u0627\u0644\u0645\u0636\u063a\u0648\u0637\u0629\u060c \u0623\u0648 \u0646\u062d\u0648 2 \u062a\u064a\u0631\u0627\u0628\u0627\u064a\u062a \u0644\u0644\u0646\u0633\u062e\u0629 \u0627\u0644\u0643\u0627\u0645\u0644\u0629. \u0648\u0642\u062f \u0639\u0631\u0636\u062a \u0645\u064a\u062a\u0627 \u062a\u0634\u063a\u064a\u0644\u0647 \u0639\u0644\u0649 \u062c\u0647\u0627\u0632\u064a Mac Studio \u0628\u0645\u0639\u0627\u0644\u062c M5 Ultra.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0647\u0644 \u0647\u0648 \u0623\u0641\u0636\u0644 \u0645\u0646 Kimi K3 \u0641\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u0629\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u064a\u0633 \u0648\u0641\u0642 \u0623\u0631\u0642\u0627\u0645 \u0645\u064a\u062a\u0627 \u0646\u0641\u0633\u0647\u0627\u060c \u0641\u0640 Kimi K3 \u064a\u0633\u062c\u0644 \u0646\u062a\u0627\u0626\u062c \u0623\u0639\u0644\u0649 \u0641\u064a DeepSWE \u0648Terminal-Bench\u060c \u0628\u064a\u0646\u0645\u0627 \u064a\u062a\u0641\u0648\u0642 \u0646\u0645\u0648\u0630\u062c \u0645\u064a\u062a\u0627 \u0641\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0628\u0639\u0636 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0648\u0641\u064a \u0627\u0644\u0623\u0645\u0627\u0646.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0647\u0644 \u064a\u0633\u0645\u062d \u0627\u0644\u062a\u0631\u062e\u064a\u0635 \u0628\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0646\u0639\u0645\u060c \u0628\u0634\u0631\u0637 \u0639\u0631\u0636 \u0639\u0628\u0627\u0631\u0629 &#8220;Built with Muse Spark Open&#8221; \u0648\u0627\u0644\u0627\u0644\u062a\u0632\u0627\u0645 \u0628\u0633\u064a\u0627\u0633\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645. \u0648\u0644\u0627 \u064a\u0644\u0632\u0645 \u0627\u062a\u0641\u0627\u0642 \u0645\u0646\u0641\u0635\u0644 \u0645\u0639 \u0645\u064a\u062a\u0627 \u0625\u0644\u0627 \u0644\u0645\u0646 \u064a\u0628\u064a\u0639 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0643\u062e\u062f\u0645\u0629 \u0648\u062a\u062a\u062c\u0627\u0648\u0632 \u0625\u064a\u0631\u0627\u062f\u0627\u062a\u0647 20 \u0645\u0644\u064a\u0648\u0646 \u062f\u0648\u0644\u0627\u0631 \u0633\u0646\u0648\u064a\u0627.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0644\u0645\u0631\u0627\u062c\u0639<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a 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