{"id":21129,"date":"2026-10-27T00:24:25","date_gmt":"2026-10-27T04:24:25","guid":{"rendered":"https:\/\/wp.glbgpt.com\/?p=21129"},"modified":"2026-10-27T00:45:45","modified_gmt":"2026-10-27T04:45:45","slug":"minimax-m3-1-flash-guide","status":"publish","type":"post","link":"https:\/\/wp.glbgpt.com\/ar\/hub\/minimax-m3-1-flash-guide","title":{"rendered":"\u062f\u0644\u064a\u0644 \u0641\u0644\u0627\u0634 MiniMax M3.1: \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API)\u060c \u0648\u0627\u0644\u0623\u0633\u0639\u0627\u0631\u060c \u0648\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u062f\u0627\u0621\u060c \u0648\u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a\u060c \u0648\u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0645\u062c\u0627\u0646\u064a"},"content":{"rendered":"<section style=\"box-sizing:border-box;margin:24px 0;padding:28px;border:1px solid #d8e6df;border-radius:24px;background:linear-gradient(135deg,#effaf4 0%,#fff5f2 100%);font-family:system-ui,-apple-system,Segoe UI,sans-serif;color:#20332d\">\n  <div style=\"display:inline-block;padding:7px 12px;border-radius:999px;background:#d8eee1;color:#2b6a4b;font-size:12px;font-weight:800;letter-spacing:.08em;text-transform:uppercase\">\u0625\u062c\u0627\u0628\u0629 \u0633\u0631\u064a\u0639\u0629<\/div>\n  <h2 style=\"margin:15px 0 10px;font-size:clamp(25px,4vw,38px);line-height:1.12\">\u0646\u0645\u0648\u0630\u062c \u0633\u0631\u064a\u0639 \u0648\u0645\u0646\u062e\u0641\u0636 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0644\u0639\u0645\u0644 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0641\u064a \u0633\u064a\u0627\u0642\u0627\u062a \u0637\u0648\u064a\u0644\u0629<\/h2>\n  <p style=\"margin:0;max-width:850px;font-size:17px;line-height:1.7\">\u062a\u0645 \u0625\u0637\u0644\u0627\u0642 MiniMax M3.1 Flash \u0641\u064a 19 \u0623\u0643\u062a\u0648\u0628\u0631 2026\u060c \u0648\u064a\u062a\u0645\u064a\u0632 \u0628\u0646\u0627\u0641\u0630\u0629 \u0633\u064a\u0627\u0642 \u0633\u0639\u0629 1 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646\u060c \u0648\u062c\u0647\u062f \u062a\u0641\u0643\u064a\u0631\u064a \u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0639\u062f\u064a\u0644\u060c \u0648\u0625\u062f\u062e\u0627\u0644 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0633\u0627\u0626\u0637\u060c \u0648\u062f\u0639\u0645 \u0627\u0644\u0623\u062f\u0648\u0627\u062a. \u0642\u0645\u0646\u0627 \u0628\u0627\u062e\u062a\u0628\u0627\u0631 \u062b\u0644\u0627\u062b \u0645\u0647\u0627\u0645 \u062d\u0642\u064a\u0642\u064a\u0629 \u2014 JSON \u0627\u0644\u062f\u0642\u064a\u0642\u060c \u0648\u062a\u0635\u062d\u064a\u062d \u0623\u062e\u0637\u0627\u0621 JavaScript\u060c \u0648\u062a\u0634\u062e\u064a\u0635 \u062e\u0637\u0623 HTTP 503 \u2014 \u0648\u0642\u062f \u062a\u0645 \u0625\u0643\u0645\u0627\u0644 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u062b\u0644\u0627\u062b \u0628\u0646\u062c\u0627\u062d.<\/p>\n  <div style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(170px,1fr));gap:12px;margin-top:20px\">\n    <div style=\"padding:17px;border-radius:16px;background:#fff;box-shadow:0 8px 20px #416e5518\"><div style=\"font-size:13px;color:#6e8178\">\u0627\u0644\u0633\u064a\u0627\u0642<\/div><div style=\"margin-top:5px;font-size:29px;font-weight:850;color:#2b6a4b\">1M<\/div><div style=\"font-size:13px;color:#6e8178\">\u0627\u0644\u0631\u0645\u0648\u0632<\/div><\/div>\n    <div style=\"padding:17px;border-radius:16px;background:#2f4b42;color:#fff;box-shadow:0 8px 20px #416e5526\"><div style=\"font-size:13px;color:#d3ebdc\">\u0633\u0639\u0631 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a<\/div><div style=\"margin-top:5px;font-size:29px;font-weight:850\">$0.15<\/div><div style=\"font-size:13px;color:#d3ebdc\">\u0644\u0643\u0644 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646<\/div><\/div>\n    <div style=\"padding:17px;border-radius:16px;background:#fff;box-shadow:0 8px 20px #416e5518\"><div style=\"font-size:13px;color:#6e8178\">\u0645\u0647\u0627\u0645 \u062d\u0642\u064a\u0642\u064a\u0629<\/div><div style=\"margin-top:5px;font-size:29px;font-weight:850;color:#aa6570\">3\/3<\/div><div style=\"font-size:13px;color:#6e8178\">\u062a\u0645 \u0627\u0644\u0627\u0646\u062a\u0647\u0627\u0621 \u0645\u0646\u0647<\/div><\/div>\n  <\/div>\n<\/section>\n\n\n\n<p class=\"wp-block-paragraph\">\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0642\u0627\u0631\u0646 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0645\u0646\u062e\u0641\u0636\u0629 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0641\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u0631\u0645\u064a\u0632 \u0623\u0648 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0623\u0648 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u0644\u0637\u0648\u064a\u0644\u0629\u060c \u0641\u0625\u0646 \u0647\u0630\u0627 \u0627\u0644\u062f\u0644\u064a\u0644 \u064a\u062c\u0645\u0639 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0641\u064a\u062f\u0629 \u0641\u064a \u0645\u0643\u0627\u0646 \u0648\u0627\u062d\u062f: \u0645\u0627 \u064a\u0645\u0643\u0646 \u0644\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0642\u064a\u0627\u0645 \u0628\u0647\u060c \u0648\u0645\u0627 \u062a\u0639\u0646\u064a\u0647 \u0627\u0644\u062f\u0631\u062c\u0627\u062a \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0641\u0639\u0644\u064a\u064b\u0651\u0627\u060c \u0648\u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062f\u0639\u0627\u0626\u0647\u060c \u0648\u0643\u064a\u0641\u064a\u0629 \u062a\u0642\u062f\u064a\u0631 \u062a\u0643\u0644\u0641\u062a\u0647\u060c \u0648\u0623\u064a\u0646 \u064a\u0645\u0643\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u064a\u0647 \u062d\u0627\u0644\u064a\u064b\u0651\u0627. \u064a\u0645\u0643\u0646\u0643 \u0623\u064a\u0636\u064b\u0627 \u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0623\u0648\u0633\u0639 \u0646\u0637\u0627\u0642\u064b\u0627 <a href=\"https:\/\/www.glbgpt.com\/hub\/best-ai-model-for-coding\/\">\u0623\u0641\u0636\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u0628\u0631\u0645\u062c\u0629<\/a> \u0642\u0627\u0626\u0645\u0629 \u0642\u0628\u0644 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0625\u0639\u062f\u0627\u062f \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.glbgpt.com\/home?inviter=hub_popup&amp;login=1\"><strong>\u062c\u0631\u0628 \u062a\u062b\u0628\u064a\u062a \u0628\u0631\u0646\u0627\u0645\u062c MiniMax M3.1 Flash \u0639\u0644\u0649 \u062c\u0647\u0627\u0632 GlobalGPT<\/strong><\/a> \u0645\u0646 \u062e\u0644\u0627\u0644 \u0645\u0633\u0627\u062d\u0629 \u0639\u0645\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0639\u0627\u0645\u0629. \u0648\u0642\u062f \u0639\u0631\u0636 \u0645\u0633\u0627\u0631 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0645\u0635\u0627\u062f\u0642 \u0639\u0644\u064a\u0647 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u0642\u0627\u0644\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0627\u0633\u0645 \u201cMiniMax M3.1 Flash\u201d\u061b \u0648\u0642\u062f \u062a\u062e\u062a\u0644\u0641 \u0635\u0644\u0627\u062d\u064a\u0627\u062a \u0627\u0644\u0645\u0646\u0635\u0629 \u0648\u062a\u0648\u0627\u0641\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u0627\u062e\u062a\u0644\u0627\u0641 \u0627\u0644\u062d\u0633\u0627\u0628 \u0648\u0627\u0644\u0645\u0646\u0637\u0642\u0629.<\/p>\n\n\n\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"645\" src=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/glb-1024x645.png\" alt=\"\u0644\u0648\u062d\u0629 \u062a\u062d\u0643\u0645 GlobalGPT\" class=\"wp-image-19280\" srcset=\"https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/glb-1024x645.png 1024w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/glb-300x189.png 300w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/glb-18x11.png 18w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/glb-767x483.png 767w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/glb-1536x967.png 1536w, https:\/\/wp.glbgpt.com\/wp-content\/uploads\/2026\/07\/glb-2048x1289.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-3e41869c wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-black-color has-text-color has-background has-link-color wp-element-button\" href=\"https:\/\/www.glbgpt.com\/home?inviter=hub_popup&amp;login=1\" style=\"background:linear-gradient(135deg,rgba(250,183,0,0.55) 0%,rgba(255,106,0,0.66) 96%)\"><strong>\u062c\u0631\u0628 \u0623\u0643\u062b\u0631 \u0645\u0646 100 \u0646\u0645\u0648\u0630\u062c \u0645\u0646 \u0623\u0641\u0636\u0644 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0639\u0644\u0649 GlobalGPT<\/strong><\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"#what-is-minimax-m31-flash\">\u0645\u0627 \u0647\u0648 \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0641\u0644\u0627\u0634 MiniMax M3.1\u061f<\/a><\/li>\n\n\n\n<li><a href=\"#benchmarks\">\u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0648\u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0633\u0631\u0639\u0629 \u0627\u0644\u0645\u0639\u0644\u0646\u0629<\/a><\/li>\n\n\n\n<li><a href=\"#pricing\">\u0623\u0645\u062b\u0644\u0629 \u0639\u0644\u0649 \u0623\u0633\u0639\u0627\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0648\u062a\u0643\u0627\u0644\u064a\u0641\u0647\u0627<\/a><\/li>\n\n\n\n<li><a href=\"#api-setup\">\u0625\u0639\u062f\u0627\u062f \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API): \u0645\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 OpenAI \u0648\u0645\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 Anthropic<\/a><\/li>\n\n\n\n<li><a href=\"#parameters-and-modalities\">\u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u0641\u0643\u064a\u0631\u060c \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a\u060c \u0648\u0627\u0644\u0642\u064a\u0648\u062f \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637<\/a><\/li>\n\n\n\n<li><a href=\"#hands-on-tests\">\u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u062a\u064a \u062a\u0648\u0635\u0644\u062a \u0625\u0644\u064a\u0647\u0627 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a\u0646\u0627 GlobalGPT<\/a><\/li>\n\n\n\n<li><a href=\"#free-access\">\u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u060c \u0648\u062e\u0637\u0629 M\u060c \u0648\u0631\u0645\u0632 MiniMax<\/a><\/li>\n\n\n\n<li><a href=\"#m31-vs-m3\">M3.1 Flash \u0645\u0642\u0627\u0628\u0644 M3<\/a><\/li>\n\n\n\n<li><a href=\"#who-should-use-it\">\u0645\u0646 \u064a\u0646\u0628\u063a\u064a \u0623\u0646 \u064a\u0633\u062a\u062e\u062f\u0645\u0647\u061f<\/a><\/li>\n\n\n\n<li><a href=\"#verdict\">\u0627\u0644\u062d\u0643\u0645<\/a><\/li>\n\n\n\n<li><a href=\"#faq\">\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629<\/a><\/li>\n<\/ul>\n\n\n\n<h2 id=\"what-is-minimax-m31-flash\" class=\"wp-block-heading\">\u0645\u0627 \u0647\u0648 \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0641\u0644\u0627\u0634 MiniMax M3.1\u061f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">MiniMax M3.1 Flash \u0647\u0648 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0633\u0631\u064a\u0639 \u0627\u0644\u0645\u0648\u062c\u0647 \u0646\u062d\u0648 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0630\u064a \u0637\u0648\u0631\u062a\u0647 \u0627\u0644\u0634\u0631\u0643\u0629\u060c \u0648\u0627\u0644\u0645\u062e\u0635\u0635 \u0644\u0644\u0628\u0631\u0645\u062c\u0629\u060c \u0648\u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0641\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u060c \u0648\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0627\u0644\u0623\u062f\u0648\u0627\u062a\u060c \u0648\u0645\u0647\u0627\u0645 \u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a\u060c \u0648\u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0641\u064a \u0627\u0644\u0633\u064a\u0627\u0642\u0627\u062a \u0627\u0644\u0637\u0648\u064a\u0644\u0629. \u0625\u0646 <a href=\"https:\/\/www.minimax.io\/blog\/minimax-m31f\">\u0625\u0639\u0644\u0627\u0646 \u0639\u0646 \u0627\u0644\u0625\u0637\u0644\u0627\u0642<\/a> \u064a\u062d\u062f\u062f \u062a\u0627\u0631\u064a\u062e \u0627\u0644\u0625\u0635\u062f\u0627\u0631 \u0641\u064a 19 \u0623\u0643\u062a\u0648\u0628\u0631 2026\u060c \u0641\u064a \u062d\u064a\u0646 \u0623\u0646 <a href=\"https:\/\/platform.minimax.io\/docs\/guides\/text-generation.md\">\u0627\u0644\u062f\u0644\u064a\u0644 \u0627\u0644\u0631\u0633\u0645\u064a \u0644\u0644\u0635\u0644\u0627\u0629 \u0627\u0644\u0627\u0641\u062a\u062a\u0627\u062d\u064a\u0629<\/a> \u062a\u064f\u062f\u0631\u062c \u0646\u0627\u0641\u0630\u0629 \u0633\u064a\u0627\u0642 \u0645\u0643\u0648\u0646\u0629 \u0645\u0646 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0635\u0641 \u0643\u0644\u0645\u0629 \u201cFlash\u201d \u0633\u0631\u0639\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0645\u0648\u0642\u0639\u0647 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u062a\u0643\u0644\u0641\u0629\u060c \u0648\u0644\u064a\u0633\u062a \u0648\u0636\u0639\u064b\u0627 \u0645\u0646\u0641\u0635\u0644\u0627\u064b \u062e\u0641\u064a\u0641 \u0627\u0644\u0648\u0632\u0646 \u0645\u062e\u0635\u0635\u064b\u0627 \u0644\u0644\u062f\u0631\u062f\u0634\u0629 \u0641\u0642\u0637. \u064a\u062a\u0645 \u062a\u0645\u0643\u064a\u0646 \u0645\u064a\u0632\u0629 \u00ab\u0627\u0644\u062a\u0641\u0643\u064a\u0631\u00bb \u0628\u0634\u0643\u0644 \u0627\u0641\u062a\u0631\u0627\u0636\u064a \u0648\u0644\u0627 \u064a\u0645\u0643\u0646 \u0625\u064a\u0642\u0627\u0641 \u062a\u0634\u063a\u064a\u0644\u0647\u0627 \u0648\u0641\u0642\u064b\u0627 \u0644\u0633\u0644\u0648\u0643 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0627\u0644\u0645\u0648\u062b\u0642. \u064a\u0645\u0643\u0646\u0643 \u062a\u062d\u062f\u064a\u062f \u0645\u0633\u062a\u0648\u0649 \u062c\u0647\u062f \u00ab\u0627\u0644\u062a\u0641\u0643\u064a\u0631\u00bb\u060c \u0645\u0645\u0627 \u064a\u0645\u0646\u062d\u0643 \u062a\u0648\u0627\u0632\u0646\u064b\u0627 \u0639\u0645\u0644\u064a\u064b\u0651\u0627 \u0628\u064a\u0646 \u0639\u0645\u0642 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629\u060c \u0648\u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629\u060c \u0648\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u0647\u0630\u0627 \u0645\u0627 \u064a\u062c\u0639\u0644 \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u062b\u064a\u0631\u064b\u0627 \u0644\u0644\u0627\u0647\u062a\u0645\u0627\u0645 \u0641\u064a \u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u0645\u0646\u0638\u0645\u060c \u0648\u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0648\u0625\u0635\u0644\u0627\u062d\u0647\u0627 \u0641\u064a \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API)\u060c \u0648\u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0630\u064a\u0646 \u064a\u062d\u062a\u0627\u062c\u0648\u0646 \u0625\u0644\u0649 \u0627\u0644\u0627\u062d\u062a\u0641\u0627\u0638 \u0628\u0643\u0645\u064a\u0629 \u0643\u0628\u064a\u0631\u0629 \u0645\u0646 \u0627\u0644\u0633\u064a\u0627\u0642 \u0641\u064a \u062f\u0648\u0631\u0629 \u0648\u0627\u062d\u062f\u0629. \u0648\u0644\u0627 \u064a\u0632\u0627\u0644 \u0645\u0646 \u0627\u0644\u0645\u0647\u0645 \u0645\u0637\u0627\u0628\u0642\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u0639 \u062d\u062c\u0645 \u0627\u0644\u0639\u0645\u0644: \u0644\u0644\u0627\u0637\u0644\u0627\u0639 \u0639\u0644\u0649 \u0625\u0637\u0627\u0631 \u0639\u0645\u0644 \u0645\u0641\u064a\u062f \u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u0627\u0646\u0638\u0631 \u0647\u0630\u0627 <a href=\"https:\/\/www.glbgpt.com\/hub\/best-ai-models\/\">\u062f\u0644\u064a\u0644 \u0623\u0641\u0636\u0644 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a> \u0648\u0642\u0627\u0631\u0646 \u0628\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0629 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0623\u0648 \u0642\u064a\u0648\u062f \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u064a \u062a\u0648\u0627\u062c\u0647\u0647\u0627.<\/p>\n\n\n\n<h2 id=\"benchmarks\" class=\"wp-block-heading\">\u0627\u0644\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0648\u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0633\u0631\u0639\u0629 \u0627\u0644\u0645\u0639\u0644\u0646\u0629<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u0646\u0634\u0631 \u0627\u0644\u0645\u0642\u0627\u0644 \u0627\u0644\u0627\u0641\u062a\u062a\u0627\u062d\u064a \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0648\u0627\u0644\u0645\u0631\u0627\u0643\u0632 \u0627\u0644\u062a\u0627\u0644\u064a\u0629. \u0648\u0647\u064a: <strong>\u062a\u0645 \u0627\u0644\u0625\u0628\u0644\u0627\u063a \u0639\u0646\u0647 \u0641\u064a MiniMax<\/strong> \u0623\u0631\u0642\u0627\u0645\u060c \u0648\u0644\u064a\u0633\u062a \u0625\u0639\u0627\u062f\u0629 \u0646\u0634\u0631 \u0645\u0633\u062a\u0642\u0644\u0629 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0642\u0627\u0644\u0629. \u0648\u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0635\u062d\u064a\u062d\u0629 \u0644\u0642\u0631\u0627\u0621\u062a\u0647\u0627 \u0647\u064a \u0627\u0639\u062a\u0628\u0627\u0631\u0647\u0627 \u0623\u062f\u0644\u0629 \u0639\u0644\u0649 \u0625\u0635\u062f\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0632\u0648\u062f \u0648\u062a\u063a\u0637\u064a\u0629 \u0627\u0644\u0645\u0647\u0627\u0645\u060c \u0648\u0644\u064a\u0633 \u0643\u0648\u0639\u062f \u0628\u0623\u0646 \u0643\u0644 \u0645\u0648\u062c\u0647 \u0633\u064a\u062a\u0637\u0627\u0628\u0642 \u0645\u0639 \u0646\u062a\u064a\u062c\u0629 \u0645\u0646 \u0642\u0627\u0626\u0645\u0629 \u0627\u0644\u0645\u062a\u0635\u062f\u0631\u064a\u0646.<\/p>\n\n\n\n<section style=\"box-sizing:border-box;margin:26px 0;padding:24px;border:1px solid #d7e3dc;border-radius:20px;background:linear-gradient(135deg,#f2faf5,#fff8f4);font-family:system-ui,-apple-system,Segoe UI,sans-serif;color:#20312c\">\n  <div style=\"display:flex;gap:10px;align-items:center;flex-wrap:wrap;margin-bottom:15px\">\n    <span style=\"padding:6px 10px;border-radius:999px;background:#dcefe2;color:#286344;font-size:12px;font-weight:800;letter-spacing:.05em;text-transform:uppercase\">\u062a\u0645 \u0627\u0644\u0625\u0628\u0644\u0627\u063a \u0639\u0646\u0647 \u0641\u064a MiniMax<\/span>\n    <span style=\"color:#64746d;font-size:13px\">\u062a\u0645 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0645\u0642\u0627\u0644\u0629 \u0627\u0644\u0625\u0637\u0644\u0627\u0642 \u0641\u064a 26 \u0623\u0643\u062a\u0648\u0628\u0631 2026<\/span>\n  <\/div>\n  <div style=\"overflow-x:auto\">\n    <table style=\"width:100%;min-width:650px;border-collapse:collapse\">\n      <thead><tr><th style=\"padding:11px;text-align:left;background:#e9f3ec;border-bottom:1px solid #cbdccf\">\u0627\u0644\u062a\u0642\u064a\u064a\u0645 \u0623\u0645 \u0627\u0644\u0645\u0637\u0627\u0644\u0628\u0629<\/th><th style=\"padding:11px;text-align:left;background:#e9f3ec;border-bottom:1px solid #cbdccf\">\u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u0627\u0644\u0645\u0646\u0634\u0648\u0631\u0629<\/th><th style=\"padding:11px;text-align:left;background:#e9f3ec;border-bottom:1px solid #cbdccf\">\u0643\u064a\u0641\u064a\u0629 \u062a\u0641\u0633\u064a\u0631 \u0630\u0644\u0643<\/th><\/tr><\/thead>\n      <tbody>\n        <tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">BankerToolBench<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\"><strong>76.2<\/strong><\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">\u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0645\u0648\u062c\u0647 \u0628\u0627\u0644\u0623\u062f\u0648\u0627\u062a\u060c \u0648\u0641\u0642\u064b\u0627 \u0644\u062a\u0642\u0631\u064a\u0631 MiniMax<\/td><\/tr>\n        <tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">DeepSWE \u0627\u0644\u0625\u0635\u062f\u0627\u0631 1.1<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\"><strong>73.7%<\/strong><\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">\u0633\u064a\u0627\u0642 \u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0623\u062f\u0627\u0621 \u0641\u064a \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a<\/td><\/tr>\n        <tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">OSWorld \u0627\u0644\u0625\u0635\u062f\u0627\u0631 2<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\"><strong>61.7<\/strong><\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">\u0633\u064a\u0627\u0642 \u0623\u062f\u0627\u0621 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628<\/td><\/tr>\n        <tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">\u0627\u0644\u0627\u0645\u062a\u062d\u0627\u0646 \u0627\u0644\u0646\u0647\u0627\u0626\u064a \u0644\u0644\u0648\u0643\u0644\u0627\u0621<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\"><strong>29.6<\/strong><\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">\u0633\u064a\u0627\u0642 \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0648\u0643\u064a\u0644<\/td><\/tr>\n        <tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">\u0633\u0627\u064a\u0628\u0631 \u062c\u064a\u0645<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\"><strong>82%<\/strong><\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">\u0633\u064a\u0627\u0642 \u0645\u0647\u0645\u0629 \u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a<\/td><\/tr>\n        <tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">\u0633\u0631\u0639\u0629 \u0627\u0644\u0625\u062e\u0631\u0627\u062c<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\"><strong>\u0623\u0643\u062b\u0631 \u0645\u0646 200 TPS \u0643\u062d\u062f \u0623\u0642\u0635\u0649\u061b \u0623\u0643\u062b\u0631 \u0645\u0646 170 TPS (P50)<\/strong><\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0627\u0644\u0645\u0639\u0644\u0646\u0629 \u0645\u0646 \u0642\u0628\u0644 \u0627\u0644\u0645\u0632\u0648\u062f\u060c \u0648\u0644\u064a\u0633\u062a \u0646\u062a\u0627\u0626\u062c \u0627\u062e\u062a\u0628\u0627\u0631 \u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0627\u0644\u0630\u064a \u0623\u062c\u0631\u064a\u0646\u0627\u0647<\/td><\/tr>\n      <\/tbody>\n    <\/table>\n  <\/div>\n<\/section>\n\n\n\n<figure style=\"margin:26px 0\"><img decoding=\"async\" src=\"https:\/\/static.futureshareai.com\/glb_features\/minimax-m31-flash-benchmarks_ebfe452256294e99ad63a342d09150ba.webp\" alt=\"MiniMax M3.1 Flash: \u0644\u0642\u0637\u0629 \u0645\u0646 \u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0642\u064a\u0627\u0633\u064a \u0627\u0644\u062a\u064a \u0623\u0628\u0644\u063a \u0639\u0646\u0647\u0627 MiniMax\" style=\"display:block;width:100%;height:auto;border-radius:20px\"><figcaption style=\"margin-top:9px;color:#6d7771;font-size:13px\">\u0644\u0642\u0637\u0629 \u0645\u0631\u062c\u0639\u064a\u0629 \u0648\u0641\u0642\u064b\u0627 \u0644\u062a\u0642\u0631\u064a\u0631 MiniMax\u061b \u0648\u0644\u0627 \u064a\u064f\u0642\u062f\u0651\u0645 \u0647\u0630\u0627 \u0627\u0644\u0645\u0642\u0627\u0644 \u0647\u0630\u0647 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0639\u0644\u0649 \u0623\u0646\u0647\u0627 \u0627\u062e\u062a\u0628\u0627\u0631 \u0645\u0633\u062a\u0642\u0644 \u0623\u064f\u0639\u064a\u062f \u0625\u062c\u0631\u0627\u0624\u0647.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u0627 \u062a\u0648\u0636\u062d \u0647\u0630\u0647 \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u062a\u0643\u0644\u0641\u0629 \u0625\u0635\u0644\u0627\u062d \u0645\u0633\u062a\u0648\u062f\u0639 \u0648\u0627\u062d\u062f\u060c \u0623\u0648 \u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0641\u064a \u0645\u0646\u0637\u0642\u062a\u0643\u060c \u0623\u0648 \u0645\u062f\u0649 \u062a\u0648\u0627\u0641\u0642 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u0639 \u0623\u062f\u0648\u0627\u062a\u0643. \u0644\u0627\u062a\u062e\u0627\u0630 \u0647\u0630\u0647 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a\u060c \u0627\u0633\u062a\u062e\u062f\u0645 \u062a\u0642\u064a\u064a\u0645\u064b\u0627 \u0635\u063a\u064a\u0631\u064b\u0627 \u062e\u0627\u0636\u0639\u064b\u0627 \u0644\u0644\u0631\u0642\u0627\u0628\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0637\u0627\u0644\u0628\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643\u060c \u0648\u0645\u062e\u0637\u0637 \u0627\u0644\u0623\u062f\u0648\u0627\u062a\u060c \u0648\u0637\u0648\u0644 \u0627\u0644\u0633\u064a\u0627\u0642\u060c \u0648\u0633\u064a\u0627\u0633\u0629 \u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u0645\u062d\u0627\u0648\u0644\u0629.<\/p>\n\n\n\n<h2 id=\"pricing\" class=\"wp-block-heading\">\u0623\u0645\u062b\u0644\u0629 \u0639\u0644\u0649 \u0623\u0633\u0639\u0627\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0648\u062a\u0643\u0627\u0644\u064a\u0641\u0647\u0627<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">MiniMax <a href=\"https:\/\/platform.minimax.io\/docs\/pricing\/overview.md\">\u0646\u0638\u0631\u0629 \u0639\u0627\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0623\u0633\u0639\u0627\u0631<\/a> \u062a\u064f\u062f\u0631\u062c \u0647\u0630\u0647 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0623\u0633\u0639\u0627\u0631 \u0627\u0644\u0631\u0645\u0648\u0632 \u0628\u0627\u0644\u062f\u0648\u0644\u0627\u0631 \u0627\u0644\u0623\u0645\u0631\u064a\u0643\u064a (USD) \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629. \u0648\u062d\u062f\u0629 \u0627\u0644\u0641\u0648\u062a\u0631\u0629 \u0647\u064a \u0645\u0644\u064a\u0648\u0646 \u0631\u0645\u0632\u060c \u0648\u064a\u062a\u0645 \u062a\u062d\u062f\u064a\u062f \u0633\u0639\u0631 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u062e\u0632\u0646\u0629 \u0645\u0624\u0642\u062a\u064b\u0627 \u0628\u0634\u0643\u0644 \u0645\u0646\u0641\u0635\u0644 \u0639\u0646 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u062e\u0632\u0646\u0629 \u0645\u0624\u0642\u062a\u064b\u0627. \u062a\u0635\u0641 \u0647\u0630\u0647 \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0645\u0633\u0627\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) MiniMax\u061b \u0648\u0647\u064a \u0644\u0627 \u062a\u0645\u062b\u0644 \u062a\u062d\u0648\u064a\u0644\u064b\u0627 \u0644\u0631\u0635\u064a\u062f GlobalGPT \u0623\u0648 \u062e\u0637\u0629 \u062a\u0627\u0628\u0639\u0629 \u0644\u062c\u0647\u0629 \u062e\u0627\u0631\u062c\u064a\u0629.<\/p>\n\n\n\n<section style=\"box-sizing:border-box;margin:24px 0;padding:22px;border:1px solid #e0d9e4;border-radius:20px;background:#fbf8ff;font-family:system-ui,-apple-system,Segoe UI,sans-serif;color:#282033\">\n  <div style=\"display:grid;grid-template-columns:repeat(auto-fit,minmax(170px,1fr));gap:13px\">\n    <div style=\"padding:17px;border-radius:15px;background:#fff;box-shadow:0 7px 18px #5d477314\"><div style=\"font-size:13px;color:#756c80\">\u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a<\/div><div style=\"margin:5px 0;font-size:30px;font-weight:850\">$0.15<\/div><div style=\"font-size:13px;color:#756c80\">\u0644\u0643\u0644 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646<\/div><\/div>\n    <div style=\"padding:17px;border-radius:15px;background:#30203f;color:#fff;box-shadow:0 7px 18px #30203f2b\"><div style=\"font-size:13px;color:#e8d8f5\">\u0627\u0644\u0646\u0627\u062a\u062c<\/div><div style=\"margin:5px 0;font-size:30px;font-weight:850\">$0.60<\/div><div style=\"font-size:13px;color:#e8d8f5\">\u0644\u0643\u0644 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646<\/div><\/div>\n    <div style=\"padding:17px;border-radius:15px;background:#fff;box-shadow:0 7px 18px #5d477314\"><div style=\"font-size:13px;color:#756c80\">\u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0645\u062e\u0632\u0646\u0629 \u0645\u0624\u0642\u062a\u064b\u0627<\/div><div style=\"margin:5px 0;font-size:30px;font-weight:850\">$0.015<\/div><div style=\"font-size:13px;color:#756c80\">\u0644\u0643\u0644 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646<\/div><\/div>\n  <\/div>\n<\/section>\n\n\n\n<div style=\"overflow-x:auto;margin:24px 0\"><table style=\"width:100%;min-width:680px;border-collapse:collapse;font-family:system-ui,-apple-system,Segoe UI,sans-serif\"><thead><tr><th style=\"padding:11px;text-align:left;background:#f2edf7;border-bottom:1px solid #ded4e8\">\u0627\u0644\u0633\u064a\u0646\u0627\u0631\u064a\u0648<\/th><th style=\"padding:11px;text-align:left;background:#f2edf7;border-bottom:1px solid #ded4e8\">\u0627\u0644\u062d\u0633\u0627\u0628<\/th><th style=\"padding:11px;text-align:left;background:#f2edf7;border-bottom:1px solid #ded4e8\">\u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u062a\u0642\u062f\u064a\u0631\u064a\u0629 \u0644\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API)<\/th><\/tr><\/thead><tbody><tr><td style=\"padding:11px;border-bottom:1px solid #ebe5ef\">100 \u0623\u0644\u0641 \u0645\u062f\u062e\u0644\u0627\u062a + 20 \u0623\u0644\u0641 \u0645\u062e\u0631\u062c\u0627\u062a<\/td><td style=\"padding:11px;border-bottom:1px solid #ebe5ef\">(0.1 \u00d7 $0.15) + (0.02 \u00d7 $0.60)<\/td><td style=\"padding:11px;border-bottom:1px solid #ebe5ef\"><strong>$0.027<\/strong><\/td><\/tr><tr><td style=\"padding:11px;border-bottom:1px solid #ebe5ef\">100 \u0623\u0644\u0641 \u0645\u062f\u062e\u0644\u0629 \u0645\u062e\u0632\u0646\u0629 \u0641\u064a \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a + 20 \u0623\u0644\u0641 \u0645\u062e\u0631\u062c\u0627\u062a<\/td><td style=\"padding:11px;border-bottom:1px solid #ebe5ef\">(0.1 \u00d7 $0.015) + (0.02 \u00d7 $0.60)<\/td><td style=\"padding:11px;border-bottom:1px solid #ebe5ef\"><strong>$0.0135<\/strong><\/td><\/tr><tr><td style=\"padding:11px;border-bottom:1px solid #ebe5ef\">\u0645\u062f\u062e\u0644\u0627\u062a 1M + \u0645\u062e\u0631\u062c\u0627\u062a 200k<\/td><td style=\"padding:11px;border-bottom:1px solid #ebe5ef\">(1 \u00d7 $0.15) + (0.2 \u00d7 $0.60)<\/td><td style=\"padding:11px;border-bottom:1px solid #ebe5ef\"><strong>$0.27<\/strong><\/td><\/tr><\/tbody><\/table><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u0647\u0630\u0647 \u0623\u0645\u062b\u0644\u0629 \u062d\u0633\u0627\u0628\u064a\u0629 \u0642\u0628\u0644 \u0627\u062d\u062a\u0633\u0627\u0628 \u0627\u0644\u0636\u0631\u0627\u0626\u0628\u060c \u0648\u0627\u0644\u062e\u0635\u0648\u0645\u0627\u062a \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062d\u0633\u0627\u0628\u060c \u0648\u0639\u0645\u0644\u064a\u0627\u062a \u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u0645\u062d\u0627\u0648\u0644\u0629\u060c \u0648\u0631\u0633\u0648\u0645 \u0627\u0644\u0623\u062f\u0648\u0627\u062a\u060c \u0623\u0648 \u0623\u064a \u0647\u0627\u0645\u0634 \u0631\u0628\u062d \u062a\u0641\u0631\u0636\u0647 \u0627\u0644\u0645\u0646\u0635\u0629. \u0648\u0639\u0627\u062f\u0629\u064b \u0645\u0627 \u064a\u0643\u0648\u0646 \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0623\u0631\u062e\u0635 \u0647\u0648 \u0625\u0639\u0627\u062f\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0628\u0627\u062f\u0626\u0627\u062a \u0627\u0644\u062b\u0627\u0628\u062a\u0629 \u0643\u0645\u062f\u062e\u0644\u0627\u062a \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u062e\u0632\u064a\u0646 \u0641\u064a \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a\u060c \u0648\u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0645\u0646\u0627\u0633\u0628\u0629\u064b \u0644\u0644\u0645\u0647\u0645\u0629\u060c \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u062f\u0641\u0639 \u062a\u0643\u0644\u0641\u0629 \u0625\u0646\u062c\u0627\u0632 \u0639\u0645\u0644\u064a\u0629 \u0643\u0628\u064a\u0631\u0629 \u0641\u064a \u0643\u0644 \u0645\u0631\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0642\u0627\u0631\u0646 \u0623\u0633\u0639\u0627\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629 \u0645\u0639 \u0627\u0644\u0627\u0634\u062a\u0631\u0627\u0643\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629\u060c \u0641\u0627\u062d\u0631\u0635 \u0639\u0644\u0649 \u0627\u0644\u0641\u0635\u0644 \u0628\u064a\u0646 \u0627\u0644\u0648\u062d\u062f\u0627\u062a. \u0627\u0644\u0640 <a href=\"https:\/\/www.glbgpt.com\/hub\/claude-ai-pricing-2026-the-ultimate-guide-to-plans-api-costs-and-limits\/\">\u062e\u0637\u0637 Claude \u0648\u062f\u0644\u064a\u0644 \u0623\u0633\u0639\u0627\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API)<\/a> \u0648\u0647\u0630\u0627 \u0645\u062b\u0627\u0644 \u0645\u0641\u064a\u062f \u064a\u0648\u0636\u062d \u0644\u0645\u0627\u0630\u0627 \u0644\u0627 \u064a\u0646\u0628\u063a\u064a \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u062e\u0637\u0637 \u0627\u0644\u0645\u0633\u062a\u0647\u0644\u0643\u064a\u0646 \u0648\u0631\u0645\u0648\u0632 API \u0648\u0623\u0631\u0635\u062f\u0629 \u0627\u0644\u0645\u0646\u0635\u0629 \u0639\u0644\u0649 \u0623\u0646\u0647\u0627 \u0639\u0645\u0644\u0629 \u0648\u0627\u062d\u062f\u0629.<\/p>\n\n\n\n<h2 id=\"api-setup\" class=\"wp-block-heading\">\u0625\u0639\u062f\u0627\u062f \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API): \u0645\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 OpenAI \u0648\u0645\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 Anthropic<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u0648\u062b\u0642 MiniMax \u0637\u0628\u0642\u062a\u064a\u0646 \u0645\u0646 \u0627\u0644\u062a\u0648\u0627\u0641\u0642 \u0641\u064a <a href=\"https:\/\/platform.minimax.io\/docs\/api-reference\/text-openai-api.md\">\u0645\u0631\u062c\u0639 \u0645\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 OpenAI<\/a> \u0648 <a href=\"https:\/\/platform.minimax.io\/docs\/api-reference\/text-anthropic-api.md\">\u0645\u0631\u062c\u0639 \u0645\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 Anthropic<\/a>. \u064a\u064f\u0639\u062f \u0627\u0644\u0645\u0633\u0627\u0631 \u0627\u0644\u0645\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 OpenAI \u062e\u064a\u0627\u0631\u064b\u0627 \u0645\u0646\u0627\u0633\u0628\u064b\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u062a\u0637\u0628\u064a\u0642\u0643 \u064a\u0633\u062a\u062e\u062f\u0645 \u0628\u0627\u0644\u0641\u0639\u0644 \u062d\u0632\u0645\u0629 \u0623\u062f\u0648\u0627\u062a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0628\u0631\u0627\u0645\u062c (SDK) \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0640 OpenAI. \u0623\u0645\u0627 \u0627\u0644\u0645\u0633\u0627\u0631 \u0627\u0644\u0645\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 Anthropic \u0641\u064a\u0633\u062a\u062e\u062f\u0645 \u062f\u0644\u0627\u0644\u0627\u062a \u0631\u0633\u0627\u0626\u0644 Anthropic. \u0648\u0641\u064a \u0643\u0644\u062a\u0627 \u0627\u0644\u062d\u0627\u0644\u062a\u064a\u0646\u060c \u064a\u0643\u0648\u0646 \u0645\u0639\u0631\u0651\u0641 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0648\u062b\u0642 \u0647\u0648 <code>MiniMax-M3.1-Flash<\/code>; \u061b \u062d\u0627\u0641\u0638 \u0639\u0644\u0649 \u0627\u0644\u062a\u0647\u062c\u0626\u0629 \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u062d\u0631\u0641 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u062a\u0645\u0627\u0645\u064b\u0627 \u0643\u0645\u0627 \u062a\u0638\u0647\u0631 \u0641\u064a \u0646\u0642\u0637\u0629 \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0647\u062f\u0641\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u062b\u0627\u0644 \u0645\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 OpenAI<\/h3>\n\n\n\n<div style=\"margin:10px 0\"><button type=\"button\" style=\"padding:8px 12px;border:0;border-radius:8px;background:#557b70;color:#fff;font-weight:700;cursor:pointer\" onclick=\"const c=this.parentElement.nextElementSibling.querySelector('code');navigator.clipboard?.writeText(c.innerText);this.textContent='Copied';setTimeout(()=>this.textContent=&#8217;Copy code&#8217;,1200)&#8221;>Copy code<\/button><\/div><pre style=\"box-sizing:border-box;overflow-x:auto;padding:18px;border-radius:14px;background:#182720;color:#e8f5ec;font:13px1.6 ui-monospace,sfmono-regular,consolas,monospace\"><code>from openai import OpenAI\n\nclient = OpenAI(\n    api_key=\"MINIMAX_API_KEY\",\n    base_url=\"https:\/\/api.minimax.io\/v1\",\n)\n\nresponse = client.chat.completions.create(\n    model=\"MiniMax-M3.1-Flash\",\n    messages=[\n {\"role\": \"user\", \"content\": \"\u0644\u062e\u0635 \u0647\u0630\u0627 \u0627\u0644\u062d\u0627\u062f\u062b \u0648\u0623\u0631\u0633\u0644 JSON.\"}\n    ],\n    reasoning_effort=\"medium\",\n    max_completion_tokens=1200,\n)\n\nprint(response.choices[0].message.content)<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u060c \u0648\u062b\u0627\u0626\u0642 MiniMax <code>\u062c\u0647\u062f_\u0627\u0644\u062a\u0641\u0643\u064a\u0631<\/code> \u0648 <code>\u0627\u0644\u062d\u062f \u0627\u0644\u0623\u0642\u0635\u0649_\u0644\u0625\u0643\u0645\u0627\u0644_\u0627\u0644\u0631\u0645\u0648\u0632<\/code>. \u0642\u062f \u062a\u062a\u0636\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0635\u0641\u064a\u0629 \u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0644\u0645\u0646\u0637\u0642\u060c \u0644\u0643\u0646 \u064a\u062c\u0628 \u0623\u0644\u0627 \u064a\u0642\u0648\u0645 \u062a\u0637\u0628\u064a\u0642\u0643 \u0628\u0639\u0631\u0636\u0647\u0627 \u0623\u0648 \u062a\u062e\u0632\u064a\u0646\u0647\u0627 \u0625\u0644\u0627 \u0648\u0641\u0642\u064b\u0627 \u0644\u0633\u064a\u0627\u0633\u0629 \u0627\u0644\u062a\u0633\u062c\u064a\u0644 \u0648\u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u062b\u0627\u0644 \u0645\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 Anthropic<\/h3>\n\n\n\n<div style=\"margin:10px 0\"><button type=\"button\" style=\"padding:8px 12px;border:0;border-radius:8px;background:#557b70;color:#fff;font-weight:700;cursor:pointer\" onclick=\"const c=this.parentElement.nextElementSibling.querySelector('code');navigator.clipboard?.writeText(c.innerText);this.textContent='Copied';setTimeout(()=>this.textContent=&#8217;Copy code&#8217;,1200)&#8221;>Copy code<\/button><\/div><pre style=\"box-sizing:border-box;overflow-x:auto;padding:18px;border-radius:14px;background:#182720;color:#e8f5ec;font:13px1.6 ui-monospace,sfmono-regular,consolas,monospace\"><code>curl https:\/\/api.minimax.io\/anthropic\/v1\/messages \\\n  -H \"Authorization: Bearer $MINIMAX_API_KEY\" \\\n  -H \"Content-Type: application\/json\" \\\n  -H \"anthropic-version: 2023-06-01\" \\\n  -d '{\n    \"model\": \"MiniMax-M3.1-Flash\",\n    \"max_tokens\": 1200,\n    \"output_config\": {\"effort\": \"medium\"},\n    \"messages\": [\n {\"role\": \"user\", \"content\": \"\u0625\u0631\u062c\u0627\u0639 \u062b\u0644\u0627\u062b \u062e\u0637\u0648\u0627\u062a \u0625\u0635\u0644\u0627\u062d \u0628\u062a\u0646\u0633\u064a\u0642 JSON.\"}\n    ]\n  }'<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u0643\u0627\u0644\u0645\u0627\u062a \u0627\u0644\u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0645\u0639 Anthropic <code>output_config.effort<\/code>. \u0643\u0645\u0627 \u064a\u062a\u0636\u0645\u0646 \u062f\u0644\u064a\u0644 \u0627\u0644\u0645\u0632\u0648\u062f \u0648\u0635\u0641\u064b\u0627 \u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0627\u0633\u062a\u062f\u0639\u0627\u0621\u0627\u062a \u0627\u0644\u0623\u062f\u0648\u0627\u062a. \u064a\u0631\u062c\u0649 \u0645\u0631\u0627\u062c\u0639\u0629 \u062f\u0644\u064a\u0644 \u0627\u0644\u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644 \u0627\u0644\u062d\u0627\u0644\u064a \u0642\u0628\u0644 \u0646\u0633\u062e \u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a \u0628\u064a\u0646 \u0627\u0644\u0645\u0633\u0627\u0631\u064a\u0646\u061b \u0641\u0642\u062f \u064a\u062a\u0645 \u062a\u062c\u0627\u0647\u0644 \u0627\u0633\u0645 \u0645\u0639\u0644\u0645\u0629 \u0645\u0627 \u0641\u064a \u0625\u062d\u062f\u0649 \u0637\u0628\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0627\u0641\u0642 \u0628\u064a\u0646\u0645\u0627 \u064a\u0639\u0645\u0644 \u0641\u064a \u0627\u0644\u0637\u0628\u0642\u0629 \u0627\u0644\u0623\u062e\u0631\u0649.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u0644\u0627\u0637\u0644\u0627\u0639 \u0639\u0644\u0649 \u0648\u062c\u0647\u0629 \u0646\u0638\u0631 \u0623\u062e\u0631\u0649 \u0628\u0634\u0623\u0646 \u0646\u0642\u0627\u0637 \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0627\u0644\u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0628\u064a\u0646 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u060c \u0627\u0646\u0638\u0631 \u0647\u0630\u0627 <a href=\"https:\/\/www.glbgpt.com\/hub\/claude-api-guide\/\">\u062f\u0644\u064a\u0644 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0644\u0640 Claude<\/a>. \u064a\u062a\u0646\u0627\u0648\u0644 \u0647\u0630\u0627 \u0627\u0644\u0645\u062b\u0627\u0644 \u0645\u0632\u0648\u062f\u064b\u0627 \u0645\u062e\u062a\u0644\u0641\u064b\u0627\u060c \u0644\u0643\u0646 \u0627\u0644\u062f\u0631\u0633 \u0627\u0644\u0639\u0645\u0644\u064a \u0646\u0641\u0633\u0647 \u064a\u0646\u0637\u0628\u0642 \u0647\u0646\u0627: \u0642\u0645 \u0628\u062a\u062b\u0628\u064a\u062a \u0639\u0646\u0648\u0627\u0646 URL \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u060c \u0648\u0645\u0639\u0631\u0651\u0641 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u060c \u0648\u0627\u0644\u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u060c \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0645\u0639\u064b\u0627.<\/p>\n\n\n\n<h2 id=\"parameters-and-modalities\" class=\"wp-block-heading\">\u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u0641\u0643\u064a\u0631\u060c \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a\u060c \u0648\u0627\u0644\u0642\u064a\u0648\u062f \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u062a\u0645 \u0641\u0631\u0636 \u0645\u064a\u0632\u0629 \u00abThinking\u00bb \u0639\u0644\u0649 M3.1 Flash \u0648\u0641\u0642\u064b\u0627 \u0644\u0645\u0631\u0627\u062c\u0639 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0627\u0644\u0631\u0633\u0645\u064a\u0629. \u0648\u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0634\u062f\u062a\u0647\u0627 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062d\u0642\u0644 \u00abeffort\u00bb \u0627\u0644\u0645\u0648\u062b\u0642: <code>\u0645\u0646\u062e\u0641\u0636<\/code>, <code>\u0645\u062a\u0648\u0633\u0637<\/code>, <code>\u0645\u0631\u062a\u0641\u0639<\/code>, <code>xhigh<\/code>, \u0623\u0648 <code>\u0627\u0644\u062d\u062f \u0627\u0644\u0623\u0642\u0635\u0649<\/code>. \u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u00ab\u0627\u0644\u062c\u0647\u062f\u00bb \u0628\u0627\u0639\u062a\u0628\u0627\u0631\u0647 \u0625\u0639\u062f\u0627\u062f\u064b\u0627 \u0644\u062d\u062c\u0645 \u0627\u0644\u0639\u0645\u0644 \u0648\u0644\u064a\u0633 \u0636\u0645\u0627\u0646\u064b\u0627 \u0644\u0644\u062c\u0648\u062f\u0629: \u0642\u0645 \u0628\u0632\u064a\u0627\u062f\u062a\u0647 \u0641\u064a \u062d\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0627\u0644\u0635\u0639\u0628\u0629 \u0623\u0648 \u062a\u0635\u062d\u064a\u062d \u0627\u0644\u0623\u062e\u0637\u0627\u0621\u060c \u0648\u0627\u0628\u062f\u0623 \u0628\u0642\u064a\u0645\u0629 \u0623\u0642\u0644 \u0641\u064a \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0642\u0635\u064a\u0631\u0629 \u0648\u0627\u0644\u0645\u0646\u0638\u0645\u0629.<\/p>\n\n\n\n<div style=\"overflow-x:auto;margin:24px 0\"><table style=\"width:100%;min-width:660px;border-collapse:collapse;font-family:system-ui,-apple-system,Segoe UI,sans-serif\"><thead><tr><th style=\"padding:11px;text-align:left;background:#edf4f1;border-bottom:1px solid #d5e2da\">\u0627\u0644\u0642\u062f\u0631\u0629<\/th><th style=\"padding:11px;text-align:left;background:#edf4f1;border-bottom:1px solid #d5e2da\">\u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u0645\u0648\u062b\u0642\u0629<\/th><th style=\"padding:11px;text-align:left;background:#edf4f1;border-bottom:1px solid #d5e2da\">\u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0639\u0645\u0644\u064a<\/th><\/tr><\/thead><tbody><tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u0627\u0644\u0633\u064a\u0627\u0642<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">1 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u064a\u0645\u0643\u0646 \u062f\u0645\u062c \u0627\u0644\u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0648\u0627\u0644\u0645\u0648\u0627\u0635\u0641\u0627\u062a \u0648\u0627\u0644\u0633\u062c\u0644\u0627\u062a \u0641\u064a \u0645\u0633\u0627\u0631 \u0639\u0645\u0644 \u0648\u0627\u062d\u062f<\/td><\/tr><tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u0627\u0644\u062a\u0641\u0643\u064a\u0631<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u064a\u0639\u0645\u0644 \u062f\u0627\u0626\u0645\u064b\u0627\u061b \u062e\u0645\u0633\u0629 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0645\u0646 \u0627\u0644\u062c\u0647\u062f<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u0636\u0628\u0637 \u0639\u0645\u0642 \u0627\u0644\u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0648\u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0644\u0643\u0644 \u0645\u0647\u0645\u0629<\/td><\/tr><tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u0627\u0644\u0623\u062f\u0648\u0627\u062a<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0645\u0642\u062f\u0645 \u0644\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0623\u062f\u0648\u0627\u062a<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u0645\u0641\u064a\u062f \u0644\u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0630\u064a\u0646 \u064a\u0642\u0648\u0645\u0648\u0646 \u0628\u0627\u0644\u0641\u062d\u0635 \u0623\u0648 \u0627\u0644\u062a\u0639\u062f\u064a\u0644 \u0623\u0648 \u0627\u0644\u062a\u062d\u0642\u0642<\/td><\/tr><tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u0627\u0644\u0635\u0648\u0631<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u0645\u0627 \u064a\u0635\u0644 \u0625\u0644\u0649 10 \u0645\u064a\u063a\u0627\u0628\u0627\u064a\u062a<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u0642\u0645 \u0628\u062a\u063a\u064a\u064a\u0631 \u062d\u062c\u0645 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0623\u0648 \u0636\u063a\u0637\u0647\u0627 \u0642\u0628\u0644 \u0625\u0631\u0633\u0627\u0644\u0647\u0627<\/td><\/tr><tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u0631\u0627\u0628\u0637 \u0627\u0644\u0641\u064a\u062f\u064a\u0648\/base64<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u0645\u0627 \u064a\u0635\u0644 \u0625\u0644\u0649 50 \u0645\u064a\u063a\u0627\u0628\u0627\u064a\u062a<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u0627\u0633\u062a\u062e\u062f\u0645 \u0631\u0627\u0628\u0637\u064b\u0627 \u0623\u0642\u0635\u0631 \u0623\u0648 \u0639\u0646\u0648\u0627\u0646 URL \u0645\u0633\u062a\u0636\u0627\u0641\u064b\u0627 \u0644\u0637\u0644\u0628\u0627\u062a \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API)<\/td><\/tr><tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0639\u0628\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0644\u0644\u0645\u0644\u0641\u0627\u062a<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u0645\u0627 \u064a\u0635\u0644 \u0625\u0644\u0649 512 \u0645\u064a\u063a\u0627\u0628\u0627\u064a\u062a<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u064a\u0641\u0636\u0644 \u062a\u062d\u0645\u064a\u0644 \u0627\u0644\u0645\u0644\u0641\u0627\u062a \u0641\u064a \u062d\u0627\u0644\u0629 \u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0627\u0644\u0623\u0643\u0628\u0631 \u062d\u062c\u0645\u064b\u0627 \u0627\u0644\u062a\u064a \u064a\u062f\u0639\u0645\u0647\u0627 \u0627\u0644\u0646\u0638\u0627\u0645<\/td><\/tr><\/tbody><\/table><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0644\u062f\u0639\u0645 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0644\u0627 \u064a\u0639\u0646\u064a \u0623\u0646 \u0643\u0644 \u0645\u0643\u062a\u0628\u0629 \u0639\u0645\u064a\u0644 \u0633\u062a\u0642\u0648\u0645 \u0628\u062a\u062d\u0648\u064a\u0644 \u0643\u0644 \u0643\u062a\u0644\u0629 \u0645\u062d\u062a\u0648\u0649 \u0625\u0644\u0649 \u0635\u064a\u063a\u0629 \u062a\u0633\u0644\u0633\u0644\u064a\u0629 \u0628\u0634\u0643\u0644 \u0635\u062d\u064a\u062d. \u0627\u062e\u062a\u0628\u0631 \u062d\u0632\u0645\u0629 SDK \u0648\u0634\u0643\u0644 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0648\u0646\u0642\u0637\u0629 \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u062e\u0637\u0637 \u0644\u0646\u0634\u0631\u0647\u0627 \u0628\u0627\u0644\u0636\u0628\u0637. \u0627\u062d\u0631\u0635 \u0639\u0644\u0649 \u0625\u062c\u0631\u0627\u0621 \u0641\u062d\u0648\u0635\u0627\u062a \u062d\u062c\u0645 \u0627\u0644\u0645\u0644\u0641\u0627\u062a \u0645\u0646 \u062c\u0627\u0646\u0628\u0643 \u062d\u062a\u0649 \u0644\u0627 \u064a\u062a\u062d\u0648\u0644 \u0645\u0642\u0637\u0639 \u0641\u064a\u062f\u064a\u0648 \u0645\u0631\u0641\u0648\u0636 \u0628\u062d\u062c\u0645 50 \u0645\u064a\u063a\u0627\u0628\u0627\u064a\u062a \u0625\u0644\u0649 \u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0639\u0627\u0645\u0629 \u0645\u0646 \u0646\u0648\u0639 4xx \u062a\u0633\u0628\u0628 \u0627\u0644\u0627\u0631\u062a\u0628\u0627\u0643.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0643\u0645\u0627 \u0623\u0646 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0630\u0627\u062a \u0627\u0644\u0633\u064a\u0627\u0642 \u0627\u0644\u0637\u0648\u064a\u0644 \u0648\u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u062a\u0632\u064a\u062f \u0645\u0646 \u0623\u0647\u0645\u064a\u0629 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0642\u0628\u0644 \u0625\u0631\u0633\u0627\u0644 \u0627\u0644\u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0623\u0648 \u0644\u0642\u0637\u0627\u062a \u0627\u0644\u0634\u0627\u0634\u0629 \u0623\u0648 \u0645\u0642\u0627\u0637\u0639 \u0627\u0644\u0641\u064a\u062f\u064a\u0648\u060c \u0631\u0627\u062c\u0639 \u0627\u0641\u062a\u0631\u0627\u0636\u0627\u062a\u0643 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0644\u0627\u062d\u062a\u0641\u0627\u0638 \u0628\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u064a\u0647\u0627\u061b \u0648\u0647\u0630\u0627 <a href=\"https:\/\/www.glbgpt.com\/hub\/ai-data-privacy\/\">\u062f\u0644\u064a\u0644 \u062e\u0635\u0648\u0635\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a> \u062a\u0639\u062f \u0642\u0627\u0626\u0645\u0629 \u0645\u0631\u062c\u0639\u064a\u0629 \u0645\u0641\u064a\u062f\u0629 \u0644\u062a\u0644\u0643 \u0627\u0644\u0645\u062d\u0627\u062f\u062b\u0629.<\/p>\n\n\n\n<h2 id=\"hands-on-tests\" class=\"wp-block-heading\">\u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u062a\u064a \u062a\u0648\u0635\u0644\u062a \u0625\u0644\u064a\u0647\u0627 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a\u0646\u0627 GlobalGPT<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0623\u062c\u0631\u064a\u0646\u0627 \u0627\u062e\u062a\u0628\u0627\u0631\u064b\u0627 \u0644\u062b\u0644\u0627\u062b \u0645\u0647\u0627\u0645 \u062d\u0642\u064a\u0642\u064a\u0629 \u0641\u064a 26 \u0623\u0643\u062a\u0648\u0628\u0631 2026: \u0627\u0633\u062a\u062c\u0627\u0628\u0629 JSON \u062f\u0642\u064a\u0642\u0629\u060c \u0648\u0625\u0635\u0644\u0627\u062d \u062e\u0637\u0623 \u0641\u064a JavaScript\u060c \u0648\u062a\u0634\u062e\u064a\u0635 \u062e\u0637\u0623 HTTP 503 \u0641\u064a \u062b\u0644\u0627\u062b \u062e\u0637\u0648\u0627\u062a. \u062a\u0645 \u0625\u0646\u062c\u0627\u0632 \u0643\u0644 \u0645\u0647\u0645\u0629 \u0628\u0646\u062c\u0627\u062d. \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0648\u0627\u0631\u062f\u0629 \u0623\u062f\u0646\u0627\u0647 \u0647\u064a \u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0648\u0638\u064a\u0641\u064a\u0629 \u0645\u0633\u062a\u0645\u062f\u0629 \u0645\u0646 \u062c\u0644\u0633\u0629 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u062a\u0644\u0643\u060c \u0648\u0644\u064a\u0633\u062a \u0645\u0639\u064a\u0627\u0631\u064b\u0627 \u0639\u0627\u0645\u064b\u0627.<\/p>\n\n\n\n<section style=\"box-sizing:border-box;margin:25px 0;padding:22px;border:1px solid #e7d7d5;border-radius:20px;background:#fff8f6;font-family:system-ui,-apple-system,Segoe UI,sans-serif;color:#322629\">\n  <div style=\"overflow-x:auto\"><table style=\"width:100%;min-width:780px;border-collapse:collapse\"><thead><tr><th style=\"padding:11px;text-align:left;background:#f8e9e6;border-bottom:1px solid #ead2ce\">\u0627\u062e\u062a\u0628\u0627\u0631<\/th><th style=\"padding:11px;text-align:left;background:#f8e9e6;border-bottom:1px solid #ead2ce\">\u0627\u0644\u0645\u0647\u0645\u0629<\/th><th style=\"padding:11px;text-align:left;background:#f8e9e6;border-bottom:1px solid #ead2ce\">\u0627\u0644\u0646\u062a\u064a\u062c\u0629<\/th><th style=\"padding:11px;text-align:left;background:#f8e9e6;border-bottom:1px solid #ead2ce\">\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0644\u062d\u0648\u0638<\/th><\/tr><\/thead><tbody><tr><td style=\"padding:11px;border-bottom:1px solid #f0e0dd\"><strong>T1<\/strong><\/td><td style=\"padding:11px;border-bottom:1px solid #f0e0dd\">\u0627\u0644\u0631\u062f \u0627\u0644\u062f\u0642\u064a\u0642 \u0628\u062a\u0646\u0633\u064a\u0642 JSON<\/td><td style=\"padding:11px;border-bottom:1px solid #f0e0dd\"><code>{\"status\":\"READY\",\"model\":\"MiniMax M3.1 Flash\"}<\/code><\/td><td style=\"padding:11px;border-bottom:1px solid #f0e0dd\">5.757 \u062b\u0627\u0646\u064a\u0629 \u00b7 3,958 \u0645\u0634\u062a\u0631\u0643\u064b\u0627 \u062f\u0627\u062e\u0644\u064a\u064b\u0627 \/ 17 \u0645\u0634\u062a\u0631\u0643\u064b\u0627 \u062e\u0627\u0631\u062c\u064a\u064b\u0651\u0627<\/td><\/tr><tr><td style=\"padding:11px;border-bottom:1px solid #f0e0dd\"><strong>T2<\/strong><\/td><td style=\"padding:11px;border-bottom:1px solid #f0e0dd\">\u062a\u0635\u062d\u064a\u062d \u0623\u062e\u0637\u0627\u0621 \u062c\u0627\u0641\u0627 \u0633\u0643\u0631\u064a\u0628\u062a<\/td><td style=\"padding:11px;border-bottom:1px solid #f0e0dd\">\u0645\u0631\u062a\u062c\u0639 <code>\u0627\u0644\u0639\u062f\u062f (\u0623) + \u0627\u0644\u0639\u062f\u062f (\u0628)<\/code> \u0648\u0634\u0631\u062d \u0639\u0645\u0644\u064a\u0629 \u0631\u0628\u0637 \u0627\u0644\u0633\u0644\u0627\u0633\u0644<\/td><td style=\"padding:11px;border-bottom:1px solid #f0e0dd\">11.976 \u062b\u0627\u0646\u064a\u0629 \u00b7 3,979 \u062f\u062e\u0648\u0644 \/ 511 \u062e\u0631\u0648\u062c<\/td><\/tr><tr><td style=\"padding:11px;border-bottom:1px solid #f0e0dd\"><strong>T3<\/strong><\/td><td style=\"padding:11px;border-bottom:1px solid #f0e0dd\">\u062a\u0634\u062e\u064a\u0635 \u062e\u0637\u0623 HTTP 503 \u0641\u064a \u062b\u0644\u0627\u062b \u062e\u0637\u0648\u0627\u062a<\/td><td style=\"padding:11px;border-bottom:1px solid #f0e0dd\">\u062a\u0645 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0623\u0633\u0628\u0627\u0628 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u0629 \u0648\u062a\u0642\u062f\u064a\u0645 \u062a\u0648\u0635\u064a\u0627\u062a \u0628\u0634\u0623\u0646 \u0627\u0644\u0641\u062d\u0648\u0635\u0627\u062a \u0627\u0644\u062a\u0634\u062e\u064a\u0635\u064a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629<\/td><td style=\"padding:11px;border-bottom:1px solid #f0e0dd\">11.954 \u062b\u0627\u0646\u064a\u0629 \u00b7 3,991 \u062f\u062e\u0648\u0644 \/ 376 \u062e\u0631\u0648\u062c<\/td><\/tr><\/tbody><\/table><\/div>\n  <figure style=\"margin:26px 0\"><img decoding=\"async\" src=\"https:\/\/static.futureshareai.com\/glb_features\/minimax-m31-flash-real-tests_11ca40f4e1a34b24b4684afa4a6429fc.webp\" alt=\"\u0645\u0644\u062e\u0635 \u0639\u0644\u0649 \u0634\u0643\u0644 \u0644\u0642\u0637\u0629 \u0634\u0627\u0634\u0629 \u0644\u062b\u0644\u0627\u062b \u0639\u0645\u0644\u064a\u0627\u062a \u062a\u0634\u063a\u064a\u0644 \u0645\u0643\u062a\u0645\u0644\u0629 \u0644\u0645\u0647\u0645\u0629 MiniMax M3.1 Flash\" style=\"display:block;width:100%;height:auto;border-radius:20px\"><figcaption style=\"margin-top:9px;color:#6d7771;font-size:13px\">\u0644\u0645\u062d\u0629 \u0639\u0646 \u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0645\u0647\u0645\u0629 \u0645\u0646 \u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0645\u0647\u0645\u0629 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629: JSON \u0627\u0644\u062f\u0642\u064a\u0642\u060c \u0648\u062a\u0635\u062d\u064a\u062d \u0623\u062e\u0637\u0627\u0621 \u062c\u0627\u0641\u0627 \u0633\u0643\u0631\u064a\u0628\u062a\u060c \u0648\u062a\u0634\u062e\u064a\u0635 \u062e\u0637\u0623 HTTP 503.<\/figcaption><\/figure>\n  <p style=\"margin:14px 0 0;font-size:13px;line-height:1.6;color:#6e5a6b\">\u062a\u0645 \u0627\u0644\u0627\u0646\u062a\u0647\u0627\u0621 \u0645\u0646 \u0627\u0644\u0623\u062c\u064a\u0627\u0644 \u0627\u0644\u062b\u0644\u0627\u062b\u0629 \u062c\u0645\u064a\u0639\u0647\u0627. \u062a\u0645 \u0627\u0644\u0625\u0628\u0644\u0627\u063a \u0639\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u064a\u0641 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0645\u0646\u0635\u0629 <code>\u0645\u0628\u0644\u063a \u0627\u0644\u0631\u0633\u0648\u0645 \u0627\u0644\u0645\u0633\u062a\u062d\u0642\u0629 \u0639\u0644\u0649 \u0627\u0644\u0639\u0645\u064a\u0644: 0<\/code> \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0647\u0630\u0647 \u0627\u0644\u0645\u062d\u0627\u0648\u0644\u0627\u062a \u0627\u0644\u062a\u062c\u0631\u064a\u0628\u064a\u0629. \u0647\u0630\u0647 \u0645\u0644\u0627\u062d\u0638\u0629 \u062a\u062a\u0639\u0644\u0642 \u0628\u0647\u0630\u0627 \u0627\u0644\u062d\u0633\u0627\u0628\/\u0647\u0630\u0647 \u0627\u0644\u062c\u0644\u0633\u0629 \u0627\u0644\u0645\u0635\u0627\u062f\u0642 \u0639\u0644\u064a\u0647\u0627\u060c \u0648\u0644\u064a\u0633\u062a \u062f\u0644\u064a\u0644\u0627\u064b \u0639\u0644\u0649 \u0623\u0646 \u0643\u0644 \u0645\u0633\u062a\u062e\u062f\u0645 \u0644\u0640 GlobalGPT \u064a\u062a\u0645\u062a\u0639 \u0628\u062d\u0631\u064a\u0629 \u0627\u0644\u0648\u0635\u0648\u0644.<\/p>\n<\/section>\n\n\n\n<figure style=\"margin:26px 0\"><img decoding=\"async\" src=\"https:\/\/static.futureshareai.com\/glb_features\/minimax-m31-flash-real-tests_11ca40f4e1a34b24b4684afa4a6429fc.webp\" alt=\"\u062a\u0645 \u0625\u0643\u0645\u0627\u0644 \u062b\u0644\u0627\u062b \u0639\u0645\u0644\u064a\u0627\u062a \u0641\u062d\u0635 \u0644\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0641\u0639\u0644\u064a\u0629 \u0644\u0646\u0638\u0627\u0645 MiniMax M3.1 Flash\" style=\"display:block;width:100%;height:auto;border-radius:20px\"><figcaption style=\"margin-top:9px;color:#6d7771;font-size:13px\">\u062b\u0644\u0627\u062b \u0639\u0645\u0644\u064a\u0627\u062a \u0641\u062d\u0635 \u0644\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0641\u0639\u0644\u064a\u0629: \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0635\u062d\u0629 JSON\u060c \u0648\u062a\u0635\u062d\u064a\u062d \u0623\u062e\u0637\u0627\u0621 JavaScript\u060c \u0648\u062a\u0634\u062e\u064a\u0635 \u062e\u0637\u0623 HTTP 503.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0647\u0630\u0627 \u0627\u062e\u062a\u0628\u0627\u0631 \u0648\u0638\u064a\u0641\u064a \u0628\u0633\u064a\u0637\u060c \u0648\u0644\u064a\u0633 \u0627\u062e\u062a\u0628\u0627\u0631 \u0623\u062f\u0627\u0621. \u0648\u0647\u0648 \u064a\u0648\u0636\u062d \u0623\u0646 \u0627\u0644\u0645\u0633\u0627\u0631 \u0627\u0644\u0630\u064a \u062a\u0645 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646\u0647 \u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u062a\u0646\u0633\u064a\u0642 \u0627\u0644\u062f\u0642\u064a\u0642\u060c \u0648\u062a\u0635\u062d\u064a\u062d \u0642\u0635\u064a\u0631 \u0641\u064a \u0627\u0644\u0643\u0648\u062f\u060c \u0648\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u062a\u0634\u062e\u064a\u0635\u064a\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0641\u064a \u0627\u0644\u064a\u0648\u0645 \u0627\u0644\u0645\u0633\u062c\u0644. \u0648\u0644\u0627 \u064a\u062d\u062f\u062f \u0647\u0630\u0627 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0645\u062a\u0648\u0633\u0637 \u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629\u060c \u0623\u0648 \u0645\u0639\u062f\u0644 \u0627\u0644\u0646\u0642\u0644\u060c \u0623\u0648 \u062c\u0648\u062f\u0629 \u0627\u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0639\u0627\u0645\u0629\u060c \u0623\u0648 \u0633\u0639\u0631\u064b\u0627 \u062b\u0627\u0628\u062a\u064b\u0627 \u0639\u0628\u0631 \u0627\u0644\u062d\u0633\u0627\u0628\u0627\u062a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0639\u0645\u0644\u064a\u060c \u0627\u0628\u062f\u0623 \u0628\u0637\u0644\u0628 \u0635\u063a\u064a\u0631\u060c \u0648\u062a\u0623\u0643\u062f \u0645\u0646 \u0627\u0633\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u062a\u0646\u0633\u064a\u0642 \u0627\u0644\u0637\u0644\u0628\u060c \u062b\u0645 \u0642\u0645 \u0628\u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642 \u0627\u0644\u0637\u0644\u0628 \u0628\u0639\u062f \u0623\u0646 \u062a\u062a\u0648\u0627\u0641\u0642 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0648\u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0645\u0639 \u0633\u064a\u0631 \u0639\u0645\u0644\u0643.<\/p>\n\n\n\n<h2 id=\"free-access\" class=\"wp-block-heading\">\u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u060c \u0648\u062e\u0637\u0629 M\u060c \u0648\u0631\u0645\u0632 MiniMax<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0647\u0646\u0627\u0643 \u062b\u0644\u0627\u062b\u0629 \u0623\u0633\u0626\u0644\u0629 \u0645\u062e\u062a\u0644\u0641\u0629 \u0643\u0627\u0645\u0646\u0629 \u0648\u0631\u0627\u0621 \u0627\u0644\u0633\u0624\u0627\u0644: \u201c\u0647\u0644 MiniMax M3.1 \u062e\u0627\u0644\u064d \u0645\u0646 \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0641\u0644\u0627\u0634\u061f\u201d<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0627\u0644\u0631\u0633\u0645\u064a\u0629:<\/strong> \u064a\u062d\u062a\u0648\u064a \u0627\u0644\u0645\u0633\u0627\u0631 \u0627\u0644\u0645\u0646\u0634\u0648\u0631 \u0639\u0644\u0649 \u0623\u0633\u0639\u0627\u0631 \u0631\u0645\u0632\u064a\u0629\u060c \u0644\u0630\u0627 \u064a\u062a\u0645 \u0627\u062d\u062a\u0633\u0627\u0628 \u062a\u0643\u0644\u0641\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0645\u062c\u0627\u0646\u064a\u064b\u0627 \u0644\u0644\u062c\u0645\u064a\u0639.<\/li>\n\n\n\n<li><strong>\u0645\u0646\u062a\u062c\u0627\u062a MiniMax:<\/strong> \u062a\u0634\u064a\u0631 MiniMax \u0625\u0644\u0649 \u0623\u0646 \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u062a\u0627\u062d \u0645\u0646 \u062e\u0644\u0627\u0644 \u00ab\u062e\u0637\u0629 M\u00bb \u0648\u00ab\u0631\u0645\u0632 MiniMax\u00bb. \u0648\u064a\u064f\u0639\u062a\u0628\u0631 \u0625\u062f\u0631\u0627\u062c \u0627\u0644\u062e\u0637\u0629\u060c \u0648\u0627\u0644\u062d\u0635\u0635\u060c \u0648\u062a\u0648\u0627\u0641\u0631 \u0627\u0644\u062e\u062f\u0645\u0629 \u0641\u064a \u0627\u0644\u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0623\u0645\u0648\u0631\u064b\u0627 \u0645\u0646\u0641\u0635\u0644\u0629 \u0639\u0646 \u0641\u0648\u062a\u0631\u0629 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API).<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0636\u0627\u0641\u0629:<\/strong> \u0623\u0638\u0647\u0631 \u062d\u0633\u0627\u0628 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u062e\u0627\u0635 \u0628\u0646\u0627 GlobalGPT \u0639\u062f\u0645 \u0641\u0631\u0636 \u0623\u064a \u0631\u0633\u0648\u0645 \u0639\u0644\u0649 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0644\u062b\u0644\u0627\u062b \u062f\u0648\u0631\u0627\u062a \u0645\u0643\u062a\u0645\u0644\u0629. \u0648\u0644\u0627 \u062a\u0639\u0646\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0629 \u0648\u062c\u0648\u062f \u0641\u0626\u0629 \u0645\u062c\u0627\u0646\u064a\u0629 \u062f\u0627\u0626\u0645\u0629\u060c \u0623\u0648 \u062d\u0635\u0629 \u0639\u0627\u0645\u0629\u060c \u0623\u0648 \u0648\u0635\u0648\u0644 \u0645\u062c\u0627\u0646\u064a \u0644\u0643\u0644 \u062d\u0633\u0627\u0628.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u063a\u0628 \u0641\u064a \u062a\u062c\u0631\u0628\u0629 \u0645\u064a\u0632\u0629 \u00ab\u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0645\u064f\u0633\u062a\u0636\u0627\u0641\u00bb \u062f\u0648\u0646 \u0625\u0639\u062f\u0627\u062f \u0645\u0641\u062a\u0627\u062d API \u0645\u0628\u0627\u0634\u0631\u060c \u0641\u0627\u0633\u062a\u062e\u062f\u0645 <a href=\"https:\/\/www.glbgpt.com\/hub\/all-in-one-ai-models\/\">\u062f\u0644\u064a\u0644 \u0634\u0627\u0645\u0644 \u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062a\u0643\u0627\u0645\u0644\u0629<\/a> \u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0639\u0644\u0649 \u0627\u0644\u0645\u0646\u0635\u0627\u062a\u060c \u0642\u0645 \u0628\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0628\u0637\u0627\u0642\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u0648\u0634\u0631\u0648\u0637 \u0627\u0644\u062d\u0633\u0627\u0628 \u0642\u0628\u0644 \u0625\u062c\u0631\u0627\u0621 \u0639\u0645\u0644\u064a\u0629 \u062a\u062f\u0627\u0648\u0644 \u0623\u0643\u0628\u0631. \u0644\u0627 \u062a\u0642\u0627\u0631\u0646 \u0623\u0631\u0635\u062f\u0629 \u0627\u0644\u0645\u0646\u0635\u0629 \u0628\u0623\u0633\u0639\u0627\u0631 \u062a\u0648\u0643\u0646\u0627\u062a MiniMax \u062d\u062a\u0649 \u062a\u0639\u0631\u0641 \u0645\u0627 \u064a\u0645\u0643\u0646 \u0634\u0631\u0627\u0624\u0647 \u0628\u0643\u0644 \u0648\u062d\u062f\u0629.<\/p>\n\n\n\n<h2 id=\"m31-vs-m3\" class=\"wp-block-heading\">M3.1 Flash \u0645\u0642\u0627\u0628\u0644 M3<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u064f\u0639\u062f M3.1 Flash \u0627\u0644\u0625\u0635\u062f\u0627\u0631 \u0627\u0644\u0623\u062d\u062f\u062b \u0627\u0644\u0630\u064a \u064a\u062d\u0645\u0644 \u0639\u0644\u0627\u0645\u0629 Flash \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0636\u0645\u0646 \u0627\u0644\u0645\u0648\u0627\u062f \u0627\u0644\u062a\u064a \u062a\u0645 \u0645\u0631\u0627\u062c\u0639\u062a\u0647\u0627 \u0641\u064a \u0623\u0643\u062a\u0648\u0628\u0631 2026. \u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a\u060c \u0641\u0625\u0646 \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0645\u0641\u064a\u062f\u0629 \u0647\u064a \u0645\u0646 \u0627\u0644\u0646\u0627\u062d\u064a\u0629 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a\u0629: \u0647\u0644 \u062a\u0631\u064a\u062f \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0623\u062d\u062f\u062b \u0627\u0644\u0630\u064a \u064a\u0639\u0645\u0644 \u0641\u064a \u0633\u064a\u0627\u0642 1M \u0648\u064a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0627\u0644\u0633\u0631\u0639\u0629 \u0645\u0639 \u0636\u0648\u0627\u0628\u0637 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0645\u0648\u062b\u0642\u0629 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u060c \u0623\u0645 \u0623\u0646\u0643 \u062a\u0641\u0636\u0644 \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u062a\u0643\u0627\u0645\u0644 M3 \u0627\u0644\u062d\u0627\u0644\u064a \u0627\u0644\u0630\u064a \u062a\u0645 \u0636\u0628\u0637\u0647 \u0648\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0635\u0644\u0627\u062d\u064a\u062a\u0647 \u0628\u0627\u0644\u0641\u0639\u0644\u061f<\/p>\n\n\n\n<div style=\"overflow-x:auto;margin:24px 0\"><table style=\"width:100%;min-width:650px;border-collapse:collapse;font-family:system-ui,-apple-system,Segoe UI,sans-serif\"><thead><tr><th style=\"padding:11px;text-align:left;background:#edf0f7;border-bottom:1px solid #d9deea\">\u0646\u0642\u0637\u0629 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631<\/th><th style=\"padding:11px;text-align:left;background:#edf0f7;border-bottom:1px solid #d9deea\">M3.1 \u0641\u0644\u0627\u0634<\/th><th style=\"padding:11px;text-align:left;background:#edf0f7;border-bottom:1px solid #d9deea\">\u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u062d\u0627\u0644\u064a \u0644\u0640 M3<\/th><\/tr><\/thead><tbody><tr><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\u0627\u0644\u0633\u064a\u0627\u0642 \u0648\u0627\u0644\u0623\u0633\u0628\u0627\u0628<\/td><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\u0633\u064a\u0627\u0642 1M\u061b \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0645\u0633\u062a\u0645\u0631 \u0645\u0639 \u062e\u0645\u0633\u0629 \u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0645\u0646 \u0627\u0644\u062c\u0647\u062f<\/td><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\u0627\u062d\u062a\u0641\u0638 \u0628\u0627\u0644\u0633\u0644\u0648\u0643 \u0627\u0644\u0630\u064a \u0642\u0645\u062a \u0628\u0627\u062e\u062a\u0628\u0627\u0631\u0647 \u0628\u0627\u0644\u0641\u0639\u0644<\/td><\/tr><tr><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0647\u062c\u0631\u0629<\/td><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0635\u062d\u0629 \u0627\u0644\u0645\u0637\u0627\u0644\u0628\u0627\u062a\u060c \u0648\u0645\u062e\u0637\u0637\u0627\u062a \u0627\u0644\u0623\u062f\u0648\u0627\u062a\u060c \u0648\u0639\u0642\u0648\u062f JSON\u060c \u0648\u0645\u064a\u0632\u0627\u0646\u064a\u0627\u062a \u0627\u0644\u0631\u0645\u0648\u0632<\/td><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u062a\u063a\u064a\u064a\u0631 \u0627\u0644\u0641\u0648\u0631\u064a \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u062d\u0627\u0644\u064a \u0645\u0633\u062a\u0642\u0631\u064b\u0627<\/td><\/tr><tr><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\u0623\u0641\u0636\u0644 \u062e\u0637\u0648\u0629 \u062a\u0627\u0644\u064a\u0629<\/td><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\u0642\u0645 \u0628\u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0648\u0630\u062c \u0645\u0642\u0627\u0631\u0646\u0629 \u062c\u0646\u0628\u064b\u0627 \u0625\u0644\u0649 \u062c\u0646\u0628 \u0639\u0644\u0649 \u062d\u0645\u0644 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0641\u0639\u0644\u064a \u0627\u0644\u062e\u0627\u0635 \u0628\u0643<\/td><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\u0627\u062d\u062a\u0641\u0638 \u0628\u0647 \u0643\u062e\u064a\u0627\u0631 \u0628\u062f\u064a\u0644 \u0625\u0644\u0649 \u0623\u0646 \u064a\u062c\u062a\u0627\u0632 \u0627\u0644\u0645\u0633\u0627\u0631 \u0627\u0644\u062c\u062f\u064a\u062f \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0642\u0628\u0648\u0644<\/td><\/tr><\/tbody><\/table><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u0627 \u062a\u062a\u0636\u0645\u0646 \u0627\u0644\u0645\u0648\u0627\u062f \u0627\u0644\u0639\u0627\u0645\u0629 \u0627\u0644\u062a\u064a \u062a\u0645 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646\u0647\u0627 \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0640 MiniMax \u062c\u062f\u0648\u0644\u064b\u0627 \u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0646\u062a\u0627\u0626\u062c \u0627\u062e\u062a\u0628\u0627\u0631 Flash \u0628\u064a\u0646 \u0627\u0644\u0625\u0635\u062f\u0627\u0631\u064a\u0646 M3 \u0648 M3.1 \u0639\u0644\u0649 \u0623\u0633\u0627\u0633 \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629. \u0648\u0644\u0647\u0630\u0627 \u0627\u0644\u0633\u0628\u0628\u060c \u062a\u0631\u0643\u0632 \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0648\u0627\u0631\u062f\u0629 \u0623\u0639\u0644\u0627\u0647 \u0639\u0644\u0649 \u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0648\u0627\u062c\u0647\u0629 \u0648\u0627\u0644\u062a\u0631\u062d\u064a\u0644 \u0627\u0644\u0645\u0648\u062b\u0642\u0629\u060c \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u062a\u062d\u062f\u064a\u062f \u0641\u0627\u0626\u0632 \u0631\u0642\u0645\u064a.<\/p>\n\n\n\n<h2 id=\"who-should-use-it\" class=\"wp-block-heading\">\u0645\u0646 \u064a\u0646\u0628\u063a\u064a \u0623\u0646 \u064a\u0633\u062a\u062e\u062f\u0645\u0647\u061f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u0645\u0642\u0627\u0633 \u0645\u0646\u0627\u0633\u0628:<\/strong> \u0627\u0644\u0645\u0637\u0648\u0631\u0648\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u0639\u0645\u0644\u0648\u0646 \u0639\u0644\u0649 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0648\u0643\u0644\u0627\u0621\u060c \u0648\u0645\u0633\u0627\u0639\u062f\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u0629\u060c \u0648\u0645\u062d\u0644\u0644\u064a \u0627\u0644\u0645\u0633\u062a\u0648\u062f\u0639\u0627\u062a\u060c \u0648\u062a\u062f\u0641\u0642\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631\u060c \u0623\u0648 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0630\u0627\u062a \u0627\u0644\u0633\u064a\u0627\u0642 \u0627\u0644\u0637\u0648\u064a\u0644 \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u0641\u064a\u062f \u0645\u0646 \u0627\u0644\u062c\u0647\u062f \u0627\u0644\u0645\u0646\u0637\u0642\u064a \u0627\u0644\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0639\u062f\u064a\u0644 \u0648\u0627\u0633\u062a\u062f\u0639\u0627\u0621\u0627\u062a \u0627\u0644\u0623\u062f\u0648\u0627\u062a. \u0643\u0645\u0627 \u0623\u0646 \u0645\u0639\u062f\u0644 \u0627\u0644\u0625\u062f\u062e\u0627\u0644 \u0627\u0644\u0645\u0628\u0627\u0634\u0631 \u0627\u0644\u0645\u0646\u062e\u0641\u0636 \u064a\u062c\u0639\u0644\u0647\u0627 \u0639\u0645\u0644\u064a\u0629\u064b \u0644\u0625\u062c\u0631\u0627\u0621 \u062a\u062c\u0627\u0631\u0628 \u0645\u062a\u0643\u0631\u0631\u0629 \u0643\u062b\u064a\u0641\u0629 \u0627\u0644\u0633\u064a\u0627\u0642 \u0639\u0646\u062f\u0645\u0627 \u062a\u0643\u0648\u0646 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643 \u0633\u0644\u064a\u0645\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u064a\u0631\u062c\u0649 \u062a\u0648\u062e\u064a \u0627\u0644\u062d\u0630\u0631:<\/strong> \u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0645\u0639\u064a\u0627\u0631 \u0642\u064a\u0627\u0633 \u0645\u0633\u062a\u0642\u0631 \u0648\u0645\u064f\u062b\u0628\u062a \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0642\u0644\u060c \u0623\u0648 \u0645\u0633\u062a\u0648\u0649 \u062e\u062f\u0645\u0629 \u0645\u062c\u0627\u0646\u064a \u0645\u0636\u0645\u0648\u0646\u060c \u0623\u0648 \u0646\u0642\u0637\u0629 \u0646\u0647\u0627\u064a\u0629 \u062a\u0648\u0627\u0641\u0642\u064a\u0629 \u0648\u0627\u062d\u062f\u0629 \u0639\u0628\u0631 \u062c\u0645\u064a\u0639 \u0645\u0632\u0648\u062f\u064a \u0627\u0644\u062e\u062f\u0645\u0629. \u0627\u062e\u062a\u0628\u0631 \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0627\u0644\u0645\u0646\u0638\u0645\u0629\u060c \u0648\u0648\u0633\u0627\u0626\u0637 \u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0627\u0644\u0623\u062f\u0648\u0627\u062a\u060c \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0623\u062e\u0637\u0627\u0621\u060c \u0648\u0627\u0644\u0645\u0646\u0637\u0642\u0629 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0628\u062f\u0642\u0629 \u0642\u0628\u0644 \u062a\u0648\u062c\u064a\u0647 \u062d\u0631\u0643\u0629 \u0627\u0644\u0645\u0631\u0648\u0631 \u0625\u0644\u0649 \u0628\u064a\u0626\u0629 \u0627\u0644\u0625\u0646\u062a\u0627\u062c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u0625\u062c\u0631\u0627\u0621 \u062a\u0642\u064a\u064a\u0645 \u0623\u0643\u062b\u0631 \u0634\u0645\u0648\u0644\u0627\u064b\u060c \u0642\u0645 \u0628\u062f\u0645\u062c \u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0645\u0639 \u0633\u064a\u0631 \u0639\u0645\u0644\u0643 \u0627\u0644\u0641\u0639\u0644\u064a \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0648 \u0627\u0644\u0628\u0631\u0645\u062c\u0629. \u0627\u0644\u0640 <a href=\"https:\/\/www.glbgpt.com\/hub\/best-ai-tools-for-data-analysis-tested\/\">\u062f\u0644\u064a\u0644 \u0623\u062f\u0648\u0627\u062a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u064a \u062a\u0645 \u0627\u062e\u062a\u0628\u0627\u0631\u0647\u0627<\/a> \u0648\u0647\u0630\u0627 \u062a\u0630\u0643\u064a\u0631 \u0645\u0641\u064a\u062f \u0628\u0623\u0646 \u062f\u0631\u062c\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u062d\u062f\u0647\u0627 \u0644\u0627 \u062a\u0642\u064a\u0633 \u062c\u0648\u062f\u0629 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0628\u0623\u0643\u0645\u0644\u0647.<\/p>\n\n\n\n<h2 id=\"verdict\" class=\"wp-block-heading\">\u0627\u0644\u062d\u0643\u0645<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u064a\u064f\u0639\u062f \u0646\u0645\u0648\u0630\u062c MiniMax M3.1 Flash \u062e\u064a\u0627\u0631\u064b\u0627 \u0645\u0648\u062b\u0648\u0642\u064b\u0627 \u0648\u0645\u0646\u062e\u0641\u0636 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0644\u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a \u0648\u0627\u0644\u0639\u0645\u0644 \u0641\u064a \u0627\u0644\u0633\u064a\u0627\u0642\u0627\u062a \u0627\u0644\u0637\u0648\u064a\u0644\u0629. \u064a\u0633\u0647\u0644 \u0646\u0645\u0630\u062c\u0629 \u0633\u0639\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u060c \u0643\u0645\u0627 \u062a\u0642\u0644\u0644 \u0637\u0628\u0642\u0627\u062a \u0627\u0644\u062a\u0648\u0627\u0641\u0642 \u0645\u0646 \u0639\u0628\u0621 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0631\u062d\u064a\u0644\u060c \u0648\u064a\u062c\u0639\u0644\u0647 \u0627\u0644\u062f\u0639\u0645 \u0627\u0644\u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u0648\u062b\u0642\u0629 \u0623\u0643\u062b\u0631 \u0641\u0627\u0626\u062f\u0629 \u0645\u0646 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u201c\u0627\u0644\u0633\u0631\u064a\u0639\u201d \u0627\u0644\u0630\u064a \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0646\u0635 \u0641\u0642\u0637. \u0648\u0623\u0642\u0648\u0649 \u062f\u0644\u064a\u0644 \u0639\u0644\u0649 \u0630\u0644\u0643 \u0647\u0648 \u0627\u0644\u062c\u0645\u0639 \u0628\u064a\u0646 \u062a\u0641\u0627\u0635\u064a\u0644 \u0627\u0644\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0648\u062b\u0644\u0627\u062b\u0629 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0648\u0638\u064a\u0641\u064a\u0629 \u0645\u0643\u062a\u0645\u0644\u0629.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u062d\u0631\u0635 \u0639\u0644\u0649 \u062a\u0648\u0636\u064a\u062d \u0627\u0644\u062d\u062f\u0648\u062f: \u0644\u0627 \u062a\u064f\u0639\u062f \u062f\u0631\u062c\u0627\u062a \u0627\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a\u0629 \u0627\u0644\u0645\u064f\u0628\u0644\u063a \u0639\u0646\u0647\u0627 \u0641\u064a MiniMax \u0642\u064a\u0627\u0633\u0627\u062a \u0645\u0633\u062a\u0642\u0644\u0629\u060c \u0648\u062a\u0642\u062a\u0635\u0631 \u0646\u062a\u064a\u062c\u0629 \u00ab\u0627\u0644\u0634\u062d\u0646\u0629 \u0627\u0644\u0635\u0641\u0631\u064a\u0629\u00bb \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0629 \u0639\u0644\u0649 \u062c\u0644\u0633\u0629 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u062a\u0644\u0643. \u0627\u0628\u062f\u0623 \u0628\u0625\u062c\u0631\u0627\u0621 \u0627\u062e\u062a\u0628\u0627\u0631 \u0635\u063a\u064a\u0631 \u062c\u0646\u0628\u064b\u0627 \u0625\u0644\u0649 \u062c\u0646\u0628\u060c \u062b\u0645 \u0642\u0645 \u0628\u0627\u0644\u062a\u0648\u0633\u064a\u0639 \u0641\u0642\u0637 \u0628\u0639\u062f \u0623\u0646 \u062a\u0639\u0645\u0644 \u0627\u0644\u0645\u0637\u0627\u0644\u0628\u0627\u062a \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0627\u062a \u0648\u0637\u0631\u0642 \u0627\u0644\u0648\u0635\u0648\u0644 \u0628\u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062a\u064a \u064a\u062a\u0637\u0644\u0628\u0647\u0627 \u062a\u0637\u0628\u064a\u0642\u0643.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u064a\u062f \u0646\u0642\u0637\u0629 \u0627\u0646\u0637\u0644\u0627\u0642 \u0645\u0639\u062f\u0629 \u0645\u0633\u0628\u0642\u064b\u0627\u060c, <a href=\"https:\/\/www.glbgpt.com\/home?inviter=hub_popup&amp;login=1\"><strong>\u0627\u0641\u062a\u062d \u0645\u0633\u0627\u062d\u0629 \u0627\u0644\u0639\u0645\u0644 GlobalGPT<\/strong><\/a> \u0648\u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0637\u0631\u0627\u0632 \u0628\u0637\u0627\u0642\u0629 \u0627\u0644\u0641\u0644\u0627\u0634 MiniMax M3.1 \u0627\u0644\u062d\u0627\u0644\u064a \u0642\u0628\u0644 \u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u0639\u0645\u0644 \u0644\u0644\u0625\u0646\u062a\u0627\u062c.<\/p>\n\n\n\n<h2 id=\"faq\" class=\"wp-block-heading\">\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0627 \u0647\u0648 \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0641\u0644\u0627\u0634 MiniMax M3.1\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">MiniMax M3.1 Flash \u0647\u0648 \u0646\u0645\u0648\u0630\u062c \u0627\u0633\u062a\u062f\u0644\u0627\u0644 \u0630\u0648 \u0633\u064a\u0627\u0642 \u064a\u0628\u0644\u063a \u0637\u0648\u0644\u0647 1M\u060c \u062a\u0645 \u0625\u0635\u062f\u0627\u0631\u0647 \u0641\u064a 19 \u0623\u0643\u062a\u0648\u0628\u0631 2026 \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0641\u064a \u0627\u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u060c \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u060c \u0648\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0627\u0644\u0623\u062f\u0648\u0627\u062a\u060c \u0648\u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a\u060c \u0648\u063a\u064a\u0631\u0647\u0627 \u0645\u0646 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0630\u0627\u062a \u0627\u0644\u0633\u064a\u0627\u0642\u0627\u062a \u0627\u0644\u0637\u0648\u064a\u0644\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0643\u0645 \u064a\u0628\u0644\u063a \u0633\u0639\u0631 \u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u0641\u0644\u0627\u0634 MiniMax M3.1\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0644\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0627\u0644\u062a\u064a \u062a\u0645 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646\u0647\u0627 \u0641\u064a 26 \u0623\u0643\u062a\u0648\u0628\u0631 2026 \u0647\u064a $0.15 \u0644\u0643\u0644 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646 \u0645\u062f\u062e\u0644\u060c \u0648$0.60 \u0644\u0643\u0644 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646 \u0645\u062e\u0631\u062c\u060c \u0648$0.015 \u0644\u0643\u0644 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646 \u0645\u062f\u062e\u0644 \u0645\u062e\u0632\u0651\u0646 \u0645\u0624\u0642\u062a\u064b\u0627. \u0648\u0647\u0630\u0647 \u0647\u064a \u0645\u0639\u062f\u0644\u0627\u062a \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0627\u0644\u0645\u0628\u0627\u0634\u0631\u0629 MiniMax.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0647\u0644 \u064a\u062d\u062a\u0648\u064a \u0641\u0644\u0627\u0634 MiniMax M3.1 \u0639\u0644\u0649 \u0646\u0627\u0641\u0630\u0629 \u0633\u064a\u0627\u0642 \u0633\u0639\u0629 1M\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0646\u0639\u0645. \u064a\u062d\u062f\u062f \u062f\u0644\u064a\u0644 \u0627\u0644\u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0627\u0644\u0631\u0633\u0645\u064a \u0644\u0640 MiniMax \u0646\u0627\u0641\u0630\u0629 \u0633\u064a\u0627\u0642 \u062a\u0628\u0644\u063a 1 \u0645\u0644\u064a\u0648\u0646 \u062a\u0648\u0643\u0646. \u0648\u0644\u0627 \u064a\u0632\u0627\u0644 \u0627\u0644\u0633\u064a\u0627\u0642 \u0627\u0644\u0641\u0639\u0644\u064a \u0627\u0644\u0642\u0627\u0628\u0644 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0646\u0642\u0637\u0629 \u0627\u0644\u0646\u0647\u0627\u064a\u0629\u060c \u0648\u0634\u0643\u0644 \u0627\u0644\u0637\u0644\u0628\u060c \u0648\u062d\u0645\u0648\u0644\u0627\u062a \u0627\u0644\u0623\u062f\u0648\u0627\u062a\u060c \u0648\u0645\u064a\u0632\u0627\u0646\u064a\u0629 \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0647\u0644 \u064a\u0645\u0643\u0646\u0646\u064a \u0627\u0633\u062a\u062f\u0639\u0627\u0621 \u0647\u0630\u0647 \u0627\u0644\u0648\u0638\u064a\u0641\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062d\u0632\u0645\u0629 \u0623\u062f\u0648\u0627\u062a \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0628\u0631\u0627\u0645\u062c (SDK) \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0640 OpenAI\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0646\u0639\u0645. \u064a\u0648\u062b\u0642 MiniMax \u0639\u0646\u0648\u0627\u0646 URL \u0623\u0633\u0627\u0633\u064a \u0645\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 OpenAI \u0648\u0645\u0639\u0631\u0641 \u0627\u0644\u0646\u0645\u0648\u0630\u062c MiniMax-M3.1-Flash. \u0648\u062a\u0634\u0645\u0644 \u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u062a\u062d\u0643\u0645 \u0627\u0644\u0645\u0648\u062b\u0642\u0629 reasoning_effort \u0648 max_completion_tokens\u061b \u0644\u0630\u0627 \u064a\u062c\u0628 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0627\u0644\u0645\u0633\u0627\u0631 \u0627\u0644\u062f\u0642\u064a\u0642 \u0642\u0628\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0641\u064a \u0628\u064a\u0626\u0629 \u0627\u0644\u0625\u0646\u062a\u0627\u062c.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0647\u0644 \u064a\u0645\u0643\u0646\u0646\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0645\u062a\u0648\u0627\u0641\u0642\u0629 \u0645\u0639 Anthropic\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0646\u0639\u0645. \u064a\u0648\u062b\u0642 MiniMax \u0645\u0633\u0627\u0631\u064b\u0627 \u0644\u0644\u0631\u0633\u0627\u0626\u0644 \u0645\u062a\u0648\u0627\u0641\u0642\u064b\u0627 \u0645\u0639 Anthropic \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 output_config.effort \u0644\u062a\u0645\u062b\u064a\u0644 \u0627\u0644\u062c\u0647\u062f \u0627\u0644\u0641\u0643\u0631\u064a\u060c \u0625\u0644\u0649 \u062c\u0627\u0646\u0628 \u0643\u062a\u0644 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0646\u0635\u064a\u0629 \u0648\u0627\u0644\u0635\u0648\u0631\u064a\u0629 \u0648\u0627\u0644\u0645\u0631\u0626\u064a\u0629 \u0648\u0643\u062a\u0644 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0639\u0645\u0644.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0647\u0644 \u0630\u0627\u0643\u0631\u0629 \u0641\u0644\u0627\u0634 MiniMax M3.1 \u0645\u062c\u0627\u0646\u064a\u0629\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0644\u0627 \u062a\u0648\u062c\u062f \u0623\u064a \u0625\u0634\u0627\u0631\u0629 \u0641\u064a \u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u062a\u064a \u062a\u0645 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646\u0647\u0627 \u0625\u0644\u0649 \u0648\u062c\u0648\u062f \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0645\u062c\u0627\u0646\u064a\u0629 \u0648\u0645\u062a\u0627\u062d\u0629 \u0644\u0644\u062c\u0645\u064a\u0639. \u064a\u0630\u0643\u0631 \u0645\u0648\u0642\u0639 MiniMax \u0623\u0633\u0639\u0627\u0631 \u0627\u0644\u0631\u0645\u0648\u0632 \u0627\u0644\u0645\u062f\u0641\u0648\u0639\u0629\u060c \u0643\u0645\u0627 \u064a\u0630\u0643\u0631 \u00ab\u062e\u0637\u0629 M\u00bb \u0648\u00ab\u0631\u0645\u0632 MiniMax\u00bb \u0643\u0637\u0631\u0642 \u0644\u0644\u0648\u0635\u0648\u0644. \u0648\u0623\u0638\u0647\u0631\u062a \u062c\u0644\u0633\u0629 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0627\u0644\u0645\u0643\u0648\u0646\u0629 \u0645\u0646 \u062b\u0644\u0627\u062b \u062f\u0648\u0631\u0627\u062a \u0639\u062f\u0645 \u0648\u062c\u0648\u062f \u0623\u064a \u0631\u0633\u0648\u0645 \u0648\u0642\u062a \u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u061b \u0648\u0642\u062f \u062a\u062e\u062a\u0644\u0641 \u0647\u0630\u0647 \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0629 \u0628\u0627\u062e\u062a\u0644\u0627\u0641 \u0627\u0644\u062e\u0637\u0629 \u0648\u0627\u0644\u062d\u0633\u0627\u0628.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0627\u0630\u0627 \u0623\u0638\u0647\u0631\u062a \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a GlobalGPT\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0645 \u0625\u0643\u0645\u0627\u0644 \u062b\u0644\u0627\u062b \u0639\u0645\u0644\u064a\u0627\u062a \u062a\u0634\u063a\u064a\u0644 \u0644\u0645\u0647\u0627\u0645 \u062d\u0642\u064a\u0642\u064a\u0629 \u0628\u0646\u062c\u0627\u062d: JSON \u0627\u0644\u062f\u0642\u064a\u0642\u060c \u0648\u062a\u0635\u062d\u064a\u062d \u0623\u062e\u0637\u0627\u0621 JavaScript\u060c \u0648\u062a\u0634\u062e\u064a\u0635 \u062e\u0637\u0623 HTTP 503 \u0641\u064a \u062b\u0644\u0627\u062b \u062e\u0637\u0648\u0627\u062a. \u0648\u0628\u0644\u063a\u062a \u0627\u0644\u0645\u062f\u062f \u0627\u0644\u0632\u0645\u0646\u064a\u0629 \u0627\u0644\u0645\u0633\u062c\u0644\u0629 5.757 \u064811.976 \u064811.954 \u062b\u0627\u0646\u064a\u0629\u061b \u0648\u0647\u0630\u0647 \u0646\u062a\u0627\u0626\u062c \u0639\u0645\u0644\u064a\u0627\u062a \u062a\u0634\u063a\u064a\u0644 \u0641\u0631\u062f\u064a\u0629\u060c \u0648\u0644\u064a\u0633\u062a \u0645\u0639\u064a\u0627\u0631\u064b\u0627 \u0644\u0642\u064a\u0627\u0633 \u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0627 \u0647\u064a \u062d\u062f\u0648\u062f \u0627\u0644\u0625\u062f\u062e\u0627\u0644 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0633\u0627\u0626\u0637\u061f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0634\u064a\u0631 \u0642\u0627\u0626\u0645\u0629 \u0645\u0631\u0627\u062c\u0639 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u062a\u064a \u064a\u0635\u0644 \u062d\u062c\u0645\u0647\u0627 \u0625\u0644\u0649 10 \u0645\u064a\u063a\u0627\u0628\u0627\u064a\u062a\u060c \u0648\u0639\u0646\u0627\u0648\u064a\u0646 URL \u0644\u0644\u0641\u064a\u062f\u064a\u0648 \u0623\u0648 \u0645\u0644\u0641\u0627\u062a base64 \u0627\u0644\u062a\u064a \u064a\u0635\u0644 \u062d\u062c\u0645\u0647\u0627 \u0625\u0644\u0649 50 \u0645\u064a\u063a\u0627\u0628\u0627\u064a\u062a\u060c \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0639\u0628\u0631 \u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a (API) \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0645\u0644\u0641\u0627\u062a \u0627\u0644\u0630\u064a \u064a\u0635\u0644 \u062d\u062c\u0645\u0647 \u0625\u0644\u0649 512 \u0645\u064a\u063a\u0627\u0628\u0627\u064a\u062a. \u062a\u0623\u0643\u062f \u0645\u0646 \u0646\u0642\u0637\u0629 \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u0648\u062a\u0633\u0644\u0633\u0644 \u0627\u0644\u0639\u0645\u064a\u0644 \u0642\u0628\u0644 \u0625\u0631\u0633\u0627\u0644 \u0627\u0644\u0648\u0633\u0627\u0626\u0637 \u0641\u064a \u0628\u064a\u0626\u0629 \u0627\u0644\u0625\u0646\u062a\u0627\u062c.<\/p>\n\n\n\n<script type=\"application\/ld+json\">{\n    \"@context\": \"https:\\\/\\\/schema.org\",\n    \"@type\": \"FAQPage\",\n    \"mainEntity\": [\n        {\n            \"@type\": \"Question\",\n            \"name\": \"What is MiniMax M3.1 Flash?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"MiniMax M3.1 Flash is a 1M-context reasoning model released on October 19, 2026 for agentic coding, computer-use, tool-calling, cybersecurity, and other long-context workflows.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"How much does MiniMax M3.1 Flash cost?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"The official API rates checked on October 26, 2026 are $0.15 per million input tokens, $0.60 per million output tokens, and $0.015 per million cached input tokens. These are direct MiniMax API rates.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Does MiniMax M3.1 Flash have a 1M context window?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Yes. MiniMax\\u2019s official invocation guide lists a 1M-token context window. Your effective usable context still depends on the endpoint, request shape, tool payloads, and output budget.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Can I call it through the OpenAI SDK?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Yes. MiniMax documents an OpenAI-compatible base URL and the model ID MiniMax-M3.1-Flash. The documented controls include reasoning_effort and max_completion_tokens; validate the exact route before production use.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Can I use an Anthropic-compatible API?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Yes. MiniMax documents an Anthropic-compatible messages route using output_config.effort for thinking effort, along with text, image, video, and tool content blocks.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"Is MiniMax M3.1 Flash free?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"There is no universal free API claim in the checked sources. MiniMax lists paid token rates and also names M Plan and MiniMax Code as access routes. The three-turn test session showed zero charge at the time of testing; this observation can vary by plan and account.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"What did the GlobalGPT tests show?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"Three real-task runs completed successfully: exact JSON, JavaScript debugging, and a three-step HTTP 503 diagnosis. Observed durations were 5.757, 11.976, and 11.954 seconds; these are single-run observations, not a latency benchmark.\"\n            }\n        },\n        {\n            \"@type\": \"Question\",\n            \"name\": \"What are the multimodal input limits?\",\n            \"acceptedAnswer\": {\n                \"@type\": \"Answer\",\n                \"text\": \"The checked API references list images up to 10 MB, video URLs or base64 up to 50 MB, and video through the Files API up to 512 MB. Confirm the current endpoint and client serialization before sending production media.\"\n            }\n        }\n    ]\n}<\/script>","protected":false},"excerpt":{"rendered":"<p>Quick answer A fast, low-cost model for long-context agent work MiniMax M3.1 Flash launched on October 19, 2026 with a 1M-token context window, adjustable thinking effort, multimodal input, and tool support. We tested three real tasks\u2014exact JSON, JavaScript debugging, and HTTP 503 diagnosis\u2014and all three completed successfully. Context 1M tokens Input price $0.15 per 1M [&hellip;]<\/p>","protected":false},"author":16,"featured_media":21148,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"","_seopress_titles_title":"MiniMax M3.1 Flash Guide: API, Pricing, Benchmarks, Parameters & Free Access","_seopress_titles_desc":"MiniMax M3.1 Flash guide: official benchmarks, $0.15\/M input pricing, API examples, thinking parameters, limits, and free access routes.","_seopress_robots_index":"","footnotes":""},"categories":[7],"tags":[],"class_list":["post-21129","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-chat"],"acf":[],"_links":{"self":[{"href":"https:\/\/wp.glbgpt.com\/ar\/wp-json\/wp\/v2\/posts\/21129","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp.glbgpt.com\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wp.glbgpt.com\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wp.glbgpt.com\/ar\/wp-json\/wp\/v2\/users\/16"}],"replies":[{"embeddable":true,"href":"https:\/\/wp.glbgpt.com\/ar\/wp-json\/wp\/v2\/comments?post=21129"}],"version-history":[{"count":5,"href":"https:\/\/wp.glbgpt.com\/ar\/wp-json\/wp\/v2\/posts\/21129\/revisions"}],"predecessor-version":[{"id":21162,"href":"https:\/\/wp.glbgpt.com\/ar\/wp-json\/wp\/v2\/posts\/21129\/revisions\/21162"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wp.glbgpt.com\/ar\/wp-json\/wp\/v2\/media\/21148"}],"wp:attachment":[{"href":"https:\/\/wp.glbgpt.com\/ar\/wp-json\/wp\/v2\/media?parent=21129"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wp.glbgpt.com\/ar\/wp-json\/wp\/v2\/categories?post=21129"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wp.glbgpt.com\/ar\/wp-json\/wp\/v2\/tags?post=21129"}],"curies":[{"name":"\u062f\u0628\u0644\u064a\u0648 \u0628\u064a","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}