{"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\/kr\/hub\/minimax-m3-1-flash-guide","title":{"rendered":"MiniMax M3.1 \ud50c\ub798\uc2dc \uac00\uc774\ub4dc: API, \uac00\uaca9, \ubca4\uce58\ub9c8\ud06c, \uc0ac\uc591 \ubc0f \ubb34\ub8cc \uc774\uc6a9 \uc548\ub0b4"},"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\">\uac04\ub2e8\ud55c \ub2f5\ubcc0<\/div>\n  <h2 style=\"margin:15px 0 10px;font-size:clamp(25px,4vw,38px);line-height:1.12\">\uae34 \ucee8\ud14d\uc2a4\ud2b8\ub97c \ub2e4\ub8e8\ub294 \uc5d0\uc774\uc804\ud2b8 \uc791\uc5c5\uc744 \uc704\ud55c \ube60\ub974\uace0 \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ubaa8\ub378<\/h2>\n  <p style=\"margin:0;max-width:850px;font-size:17px;line-height:1.7\">2026\ub144 10\uc6d4 19\uc77c\uc5d0 \ucd9c\uc2dc\ub41c MiniMax M3.1 Flash\ub294 1M \ud1a0\ud070 \uaddc\ubaa8\uc758 \ucee8\ud14d\uc2a4\ud2b8 \uc708\ub3c4\uc6b0, \uc870\uc808 \uac00\ub2a5\ud55c \uc0ac\uace0 \ub178\ub825\ub3c4, \ub2e4\uc911 \ubaa8\ub2ec \uc785\ub825 \ubc0f \ub3c4\uad6c \uc9c0\uc6d0 \uae30\ub2a5\uc744 \uac16\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc800\ud76c\ub294 \uc815\ud655\ud55c JSON \ucc98\ub9ac, \uc790\ubc14\uc2a4\ud06c\ub9bd\ud2b8 \ub514\ubc84\uae45, HTTP 503 \uc624\ub958 \uc9c4\ub2e8\uc774\ub77c\ub294 \uc138 \uac00\uc9c0 \uc2e4\uc81c \uacfc\uc81c\ub97c \ud14c\uc2a4\ud2b8\ud588\uc73c\uba70, \uc138 \uac00\uc9c0 \ubaa8\ub450 \uc131\uacf5\uc801\uc73c\ub85c \uc644\ub8cc\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/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\">\ubb38\ub9e5<\/div><div style=\"margin-top:5px;font-size:29px;font-weight:850;color:#2b6a4b\">1M<\/div><div style=\"font-size:13px;color:#6e8178\">\ud1a0\ud070<\/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\">\uc785\ub825 \uac00\uaca9<\/div><div style=\"margin-top:5px;font-size:29px;font-weight:850\">$0.15<\/div><div style=\"font-size:13px;color:#d3ebdc\">100\ub9cc \ud1a0\ud070\ub2f9<\/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\">\uc2e4\uc81c \uacfc\uc81c<\/div><div style=\"margin-top:5px;font-size:29px;font-weight:850;color:#aa6570\">3\/3<\/div><div style=\"font-size:13px;color:#6e8178\">\uc644\ub8cc\ub428<\/div><\/div>\n  <\/div>\n<\/section>\n\n\n\n<p class=\"wp-block-paragraph\">\ucf54\ub529, \ub3c4\uad6c \uc0ac\uc6a9 \ub610\ub294 \uc7a5\ubb38 \ubb38\uc11c \ucc98\ub9ac\ub97c \uc704\ud55c \uc800\ube44\uc6a9 \uc5d0\uc774\uc804\ud2b8 \ubaa8\ub378\ub4e4\uc744 \ube44\uad50\ud558\uace0 \uacc4\uc2e0\ub2e4\uba74, \uc774 \uac00\uc774\ub4dc\uc5d0\uc11c \ubaa8\ub378\uc758 \uae30\ub2a5, \uacf5\uc2dd \uc810\uc218\uc758 \uc2e4\uc81c \uc758\ubbf8, \ud638\ucd9c \ubc29\ubc95, \ube44\uc6a9 \uc0b0\uc815 \ubc29\ubc95, \ud604\uc7ac \uc774\uc6a9 \uac00\ub2a5\ud55c \uacf3 \ub4f1 \uc720\uc6a9\ud55c \uc815\ubcf4\ub97c \ud55c\uacf3\uc5d0\uc11c \ud655\uc778\ud558\uc2e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \ub354 \uad11\ubc94\uc704\ud55c <a href=\"https:\/\/www.glbgpt.com\/hub\/best-ai-model-for-coding\/\">\ucf54\ub529\uc744 \uc704\ud55c \ucd5c\uace0\uc758 AI \ubaa8\ub378<\/a> \uae30\ubcf8\uac12\uc744 \uc120\ud0dd\ud558\uae30 \uc804\uc5d0 \ubaa9\ub85d\uc744 \ud655\uc778\ud558\uc138\uc694.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.glbgpt.com\/home?inviter=hub_popup&amp;login=1\"><strong>GlobalGPT\uc5d0\uc11c MiniMax M3.1 \ud50c\ub798\uc2dc\ub97c \uc0ac\uc6a9\ud574 \ubcf4\uc138\uc694<\/strong><\/a> \uc77c\ubc18 \ubaa8\ub378 \uc791\uc5c5 \uacf5\uac04\uc744 \ud1b5\ud574. \uc774 \uae30\uc0ac\uc5d0\uc11c \uc0ac\uc6a9\ub41c \uc778\uc99d\ub41c \ud14c\uc2a4\ud2b8 \uacbd\ub85c\uc5d0\uc11c\ub294 \ud574\ub2f9 \ubaa8\ub378\uc744 \u201cMiniMax M3.1 Flash\u201d\ub85c \ud45c\uc2dc\ud588\uc2b5\ub2c8\ub2e4. \ud50c\ub7ab\ud3fc \uc0ac\uc6a9 \uad8c\ud55c \ubc0f \ubaa8\ub378 \uc774\uc6a9 \uac00\ub2a5 \uc5ec\ubd80\ub294 \uacc4\uc815 \ubc0f \uc9c0\uc5ed\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/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=\"globalgpt \ub300\uc2dc\ubcf4\ub4dc\" 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>GlobalGPT\uc5d0\uc11c 100\uac1c \uc774\uc0c1\uc758 \uc778\uae30 \ubaa8\ub378\uc744 \uccb4\ud5d8\ud574 \ubcf4\uc138\uc694<\/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\">MiniMax M3.1 \ud50c\ub798\uc2dc\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/a><\/li>\n\n\n\n<li><a href=\"#benchmarks\">\uacf5\uc2dd \ubca4\uce58\ub9c8\ud06c \ubc0f \uc131\ub2a5 \ud45c\uae30<\/a><\/li>\n\n\n\n<li><a href=\"#pricing\">API \uc694\uae08 \ubc0f \ube44\uc6a9 \uc608\uc2dc<\/a><\/li>\n\n\n\n<li><a href=\"#api-setup\">API \uc124\uc815: OpenAI \ud638\ud658 \ubc0f Anthropic \ud638\ud658<\/a><\/li>\n\n\n\n<li><a href=\"#parameters-and-modalities\">\ub9e4\uac1c\ubcc0\uc218, \uc0ac\uace0, \ub3c4\uad6c, \uadf8\ub9ac\uace0 \ub2e4\uc911 \ubaa8\ub4dc\uc801 \ud55c\uacc4<\/a><\/li>\n\n\n\n<li><a href=\"#hands-on-tests\">GlobalGPT \ud14c\uc2a4\ud2b8 \uacb0\uacfc<\/a><\/li>\n\n\n\n<li><a href=\"#free-access\">\ubb34\ub8cc \uc774\uc6a9, M \ud50c\ub79c, MiniMax \ucf54\ub4dc<\/a><\/li>\n\n\n\n<li><a href=\"#m31-vs-m3\">M3.1 Flash \ub300 M3<\/a><\/li>\n\n\n\n<li><a href=\"#who-should-use-it\">\ub204\uac00 \uc774 \uc81c\ud488\uc744 \uc0ac\uc6a9\ud574\uc57c \ud560\uae4c\uc694?<\/a><\/li>\n\n\n\n<li><a href=\"#verdict\">\ud3c9\uacb0<\/a><\/li>\n\n\n\n<li><a href=\"#faq\">\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/a><\/li>\n<\/ul>\n\n\n\n<h2 id=\"what-is-minimax-m31-flash\" class=\"wp-block-heading\">MiniMax M3.1 \ud50c\ub798\uc2dc\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">MiniMax M3.1 Flash\ub294 \ucf54\ub529, \ucef4\ud4e8\ud130 \ud65c\uc6a9 \uc6cc\ud06c\ud50c\ub85c\uc6b0, \ub3c4\uad6c \ud638\ucd9c, \uc0ac\uc774\ubc84 \ubcf4\uc548 \uc791\uc5c5 \ubc0f \uc7a5\ubb38 \ub9e5\ub77d \ucd94\ub860\uc744 \uc704\ud55c \uc774 \ud68c\uc0ac\uc758 \uace0\uc18d \uc5d0\uc774\uc804\ud2b8 \uc9c0\ud5a5 \ubaa8\ub378\uc785\ub2c8\ub2e4. \uc774 <a href=\"https:\/\/www.minimax.io\/blog\/minimax-m31f\">\ucd9c\uc2dc \uacf5\uc9c0<\/a> \ucd9c\uc2dc\uc77c\uc744 2026\ub144 10\uc6d4 19\uc77c\ub85c \uc815\ud558\uace0 \uc788\ub294 \ubc18\uba74, <a href=\"https:\/\/platform.minimax.io\/docs\/guides\/text-generation.md\">\uacf5\uc2dd \uae30\ub3c4 \uc548\ub0b4\uc11c<\/a> 1M \ud1a0\ud070 \uaddc\ubaa8\uc758 \ucee8\ud14d\uc2a4\ud2b8 \uc708\ub3c4\uc6b0\ub97c \ub098\uc5f4\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cFlash\u201d\ub77c\ub294 \uc6a9\uc5b4\ub294 \ubaa8\ub378\uc758 \uc18d\ub3c4\uc640 \ube44\uc6a9 \uc218\uc900\uc744 \ub098\ud0c0\ub0b4\ub294 \uac83\uc73c\ub85c, \ubcc4\ub3c4\uc758 \uacbd\ub7c9 \ucc44\ud305 \uc804\uc6a9 \ubaa8\ub4dc\ub97c \uc758\ubbf8\ud558\ub294 \uac83\uc774 \uc544\ub2d9\ub2c8\ub2e4. \uc0ac\uace0 \uae30\ub2a5\uc740 \uae30\ubcf8\uc801\uc73c\ub85c \ud65c\uc131\ud654\ub418\uc5b4 \uc788\uc73c\uba70, \ubb38\uc11c\ud654\ub41c API \ub3d9\uc791\uc0c1 \uc774 \uae30\ub2a5\uc744 \ube44\ud65c\uc131\ud654\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4. \uc0ac\uace0 \ub178\ub825 \uc218\uc900\uc744 \uc120\ud0dd\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \uc751\ub2f5\uc758 \uae4a\uc774, \uc9c0\uc5f0 \uc2dc\uac04, \ucd9c\ub825 \ube44\uc6a9 \uac04\uc758 \uc2e4\uc9c8\uc801\uc778 \uade0\ud615\uc744 \ub9de\ucd9c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ub530\ub77c\uc11c \uc774 \ubaa8\ub378\uc740 \ub9ac\ud3ec\uc9c0\ud1a0\ub9ac \uc791\uc5c5, \uccb4\uacc4\uc801\uc778 \uacc4\ud68d \uc218\ub9bd, API \ubb38\uc81c \ud574\uacb0, \uadf8\ub9ac\uace0 \ud55c \ud134 \ub0b4\uc5d0 \ubc29\ub300\ud55c \uc591\uc758 \ub9e5\ub77d\uc744 \uc720\uc9c0\ud574\uc57c \ud558\ub294 \uc5d0\uc774\uc804\ud2b8\uc5d0 \uc720\uc6a9\ud569\ub2c8\ub2e4. \uc5ec\uc804\ud788 \uc791\uc5c5 \ubd80\ud558\uc5d0 \ub9de\ucdb0 \ubaa8\ub378\uc744 \uc120\ud0dd\ud558\ub294 \uac83\uc774 \uc911\uc694\ud558\uba70, \uc720\uc6a9\ud55c \ubaa8\ub378 \uc120\ud0dd \ud504\ub808\uc784\uc6cc\ud06c\uc5d0 \ub300\ud574\uc11c\ub294 \uc5ec\uae30\ub97c \ucc38\uc870\ud558\uc2ed\uc2dc\uc624. <a href=\"https:\/\/www.glbgpt.com\/hub\/best-ai-models\/\">\ucd5c\uace0\uc758 AI \ubaa8\ub378 \uac00\uc774\ub4dc<\/a> \uadf8\ub9ac\uace0 \uadc0\ud558\uac00 \uc9c1\uba74\ud55c \uad6c\uccb4\uc801\uc778 \ub3c4\uad6c\ub098 \ucf54\ub529\uc0c1\uc758 \uc81c\uc57d \uc0ac\ud56d\uc744 \ube44\uad50\ud574 \ubcf4\uc2ed\uc2dc\uc624.<\/p>\n\n\n\n<h2 id=\"benchmarks\" class=\"wp-block-heading\">\uacf5\uc2dd \ubca4\uce58\ub9c8\ud06c \ubc0f \uc131\ub2a5 \ud45c\uae30<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\ucd9c\uc2dc \uae30\uc0ac\uc5d0\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc810\uc218\uc640 \uc21c\uc704\uac00 \uac8c\uc7ac\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uadf8 \ub0b4\uc6a9\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4. <strong>MiniMax\uc5d0 \ubcf4\uace0\ub428<\/strong> \uc774 \uc218\uce58\ub294 \ubcf8 \uae30\uc0ac\uc5d0\uc11c \ub3c5\ub9bd\uc801\uc73c\ub85c \uc7ac\ud604\ub41c \uacb0\uacfc\uac00 \uc544\ub2d9\ub2c8\ub2e4. \uc774\ub97c \uc62c\ubc14\ub974\uac8c \ud574\uc11d\ud558\ub294 \ubc29\ubc95\uc740, \ubaa8\ub4e0 \ud504\ub86c\ud504\ud2b8\uac00 \ub9ac\ub354\ubcf4\ub4dc \uacb0\uacfc\uc640 \uc77c\uce58\ud560 \uac83\uc774\ub77c\ub294 \uc57d\uc18d\uc774 \uc544\ub2c8\ub77c, \ud574\ub2f9 \uc11c\ube44\uc2a4 \uc81c\uacf5\uc5c5\uccb4\uac00 \uc81c\uc2dc\ud55c \uc99d\uac70 \ubc0f \uc791\uc5c5 \ubc94\uc704\ub85c\uc11c \uc774\ud574\ud574\uc57c \ud569\ub2c8\ub2e4.<\/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\">MiniMax\uc5d0 \ubcf4\uace0\ub428<\/span>\n    <span style=\"color:#64746d;font-size:13px\">2026\ub144 10\uc6d4 26\uc77c\uc5d0 \ud655\uc778\ub41c \ucd9c\uc2dc \uae30\uc0ac<\/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\">\ud3c9\uac00 \ub610\ub294 \uc8fc\uc7a5<\/th><th style=\"padding:11px;text-align:left;background:#e9f3ec;border-bottom:1px solid #cbdccf\">\ubc1c\ud45c\ub41c \uacb0\uacfc<\/th><th style=\"padding:11px;text-align:left;background:#e9f3ec;border-bottom:1px solid #cbdccf\">\uc774\ub97c \uc5b4\ub5bb\uac8c \ud574\uc11d\ud574\uc57c \ud560\uae4c<\/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\">MiniMax\uac00 \ubcf4\uace0\ud55c \ub3c4\uad6c \uc911\uc2ec\uc758 \uc5c5\ubb34<\/td><\/tr>\n        <tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">DeepSWE v1.1<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\"><strong>73.7%<\/strong><\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">\uc18c\ud504\ud2b8\uc6e8\uc5b4 \uacf5\ud559 \ubca4\uce58\ub9c8\ud06c\uc758 \ub9e5\ub77d<\/td><\/tr>\n        <tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">OSWorld V2<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\"><strong>61.7<\/strong><\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">\ucef4\ud4e8\ud130 \ud65c\uc6a9 \uacfc\uc81c \uc218\ud589 \ub9e5\ub77d<\/td><\/tr>\n        <tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">\uc694\uc6d0\ub4e4\uc758 \ub9c8\uc9c0\ub9c9 \uc2dc\ud5d8<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\"><strong>29.6<\/strong><\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">\uc5d0\uc774\uc804\ud2b8 \ud3c9\uac00 \ub9e5\ub77d<\/td><\/tr>\n        <tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">\uc0ac\uc774\ubc84\uc9d0<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\"><strong>82%<\/strong><\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">\uc0ac\uc774\ubc84 \ubcf4\uc548 \uacfc\uc81c \ubc30\uacbd<\/td><\/tr>\n        <tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">\ucd9c\ub825 \uc18d\ub3c4<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\"><strong>\ucd5c\ub300 200+ TPS; P50 170+ TPS<\/strong><\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">\ub2f9\uc0ac\uc758 \uc9c0\uc5f0 \uc2dc\uac04 \ud14c\uc2a4\ud2b8 \uacb0\uacfc\uac00 \uc544\ub2cc, \uc11c\ube44\uc2a4 \uc81c\uacf5\uc5c5\uccb4\uac00 \ubcf4\uace0\ud55c \ucc98\ub9ac\ub7c9 \uc218\uce58\uc785\ub2c8\ub2e4.<\/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 MiniMax\uac00 \ubcf4\uace0\ud55c \ubca4\uce58\ub9c8\ud06c \uc2a4\ub0c5\uc0f7\" style=\"display:block;width:100%;height:auto;border-radius:20px\"><figcaption style=\"margin-top:9px;color:#6d7771;font-size:13px\">MiniMax\uc5d0\uc11c \ubcf4\uace0\ud55c \ubca4\uce58\ub9c8\ud06c \uc2a4\ub0c5\uc0f7; \uc774 \uae00\uc740 \uc774\ub97c \ub3c5\ub9bd\uc801\uc778 \uc7ac\uc2e4\ud589 \uacb0\uacfc\ub85c \uc81c\uc2dc\ud558\ub294 \uac83\uc774 \uc544\ub2d9\ub2c8\ub2e4.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774 \uc218\uce58\ub9cc\uc73c\ub85c\ub294 \ub2e8\uc77c \ub9ac\ud3ec\uc9c0\ud1a0\ub9ac \uc218\uc815 \ube44\uc6a9, \ud574\ub2f9 \uc9c0\uc5ed\uc758 \uc9c0\uc5f0 \uc2dc\uac04, \ub610\ub294 \ubaa8\ub378\uc774 \uc0ac\uc6a9\uc790\uc758 \ub3c4\uad6c\ub97c \uc5bc\ub9c8\ub098 \uc798 \ub530\ub974\ub294\uc9c0 \uc54c \uc218 \uc5c6\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uacb0\uc815\uc744 \ub0b4\ub9ac\uae30 \uc704\ud574\uc11c\ub294 \uc790\uccb4 \ud504\ub86c\ud504\ud2b8, \ub3c4\uad6c \uc2a4\ud0a4\ub9c8, \ucee8\ud14d\uc2a4\ud2b8 \uae38\uc774 \ubc0f \uc7ac\uc2dc\ub3c4 \uc815\ucc45\uc744 \uc801\uc6a9\ud55c \uc18c\uaddc\ubaa8\uc758 \ud1b5\uc81c\ub41c \ud3c9\uac00\ub97c \uc218\ud589\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"pricing\" class=\"wp-block-heading\">API \uc694\uae08 \ubc0f \ube44\uc6a9 \uc608\uc2dc<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">MiniMax\uc758 <a href=\"https:\/\/platform.minimax.io\/docs\/pricing\/overview.md\">\uac00\uaca9 \uac1c\uc694<\/a> \uc9c1\uc811 API\uc5d0 \uc801\uc6a9\ub418\ub294 USD \ud1a0\ud070 \uc694\uae08\uc744 \ub098\uc5f4\ud569\ub2c8\ub2e4. \uccad\uad6c \ub2e8\uc704\ub294 100\ub9cc \ud1a0\ud070\uc774\uba70, \uce90\uc2dc\ub41c \uc785\ub825\uacfc \uce90\uc2dc\ub418\uc9c0 \uc54a\uc740 \uc785\ub825\uc740 \ubcc4\ub3c4\ub85c \uc694\uae08\uc774 \ucc45\uc815\ub429\ub2c8\ub2e4. \uc774 \uc694\uae08\uc740 MiniMax API \uacbd\ub85c\uc5d0 \uc801\uc6a9\ub418\ub294 \uac83\uc73c\ub85c, GlobalGPT \ud06c\ub808\ub527\uc774\ub098 \ud0c0\uc0ac \uc694\uae08\uc81c\uc758 \ud658\uc0b0 \uac12\uc774 \uc544\ub2d9\ub2c8\ub2e4.<\/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\">\uc785\ub825<\/div><div style=\"margin:5px 0;font-size:30px;font-weight:850\">$0.15<\/div><div style=\"font-size:13px;color:#756c80\">100\ub9cc \ud1a0\ud070\ub2f9<\/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\">\ucd9c\ub825<\/div><div style=\"margin:5px 0;font-size:30px;font-weight:850\">$0.60<\/div><div style=\"font-size:13px;color:#e8d8f5\">100\ub9cc \ud1a0\ud070\ub2f9<\/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\">\uce90\uc2dc\ub41c \uc785\ub825<\/div><div style=\"margin:5px 0;font-size:30px;font-weight:850\">$0.015<\/div><div style=\"font-size:13px;color:#756c80\">100\ub9cc \ud1a0\ud070\ub2f9<\/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\">\uc2dc\ub098\ub9ac\uc624<\/th><th style=\"padding:11px;text-align:left;background:#f2edf7;border-bottom:1px solid #ded4e8\">\uacc4\uc0b0<\/th><th style=\"padding:11px;text-align:left;background:#f2edf7;border-bottom:1px solid #ded4e8\">\uc608\uc0c1 API \ube44\uc6a9<\/th><\/tr><\/thead><tbody><tr><td style=\"padding:11px;border-bottom:1px solid #ebe5ef\">\uc785\ub825 100k + \ucd9c\ub825 20k<\/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\">10\ub9cc \uac74\uc758 \uce90\uc2dc\ub41c \uc785\ub825 + 2\ub9cc \uac74\uc758 \ucd9c\ub825<\/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\">1M \uc785\ub825 + 200k \ucd9c\ub825<\/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\">\uc774 \uc608\uc2dc\ub294 \uc138\uae08, \uacc4\uc815 \ub2e8\uc704 \ud560\uc778, \uc7ac\uc2dc\ub3c4, \ub3c4\uad6c \uce21 \uc694\uae08 \ub610\ub294 \ud50c\ub7ab\ud3fc \ub9c8\ud06c\uc5c5\uc774 \uc801\uc6a9\ub418\uae30 \uc804\uc758 \uc0b0\uc220 \uacc4\uc0b0 \uc608\uc2dc\uc785\ub2c8\ub2e4. \uac00\uc7a5 \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ubc29\ubc95\uc740 \ub300\uac1c \ub9e4\ubc88 \ub300\uaddc\ubaa8 \uc644\ub8cc \uc791\uc5c5\uc5d0 \ube44\uc6a9\uc744 \uc9c0\ubd88\ud558\ub294 \ub300\uc2e0, \uc548\uc815\uc801\uc778 \uc811\ub450\uc0ac\ub97c \uce90\uc2dc \uac00\ub2a5\ud55c \uc785\ub825\uc73c\ub85c \uc7ac\uc0ac\uc6a9\ud558\uace0 \uc791\uc5c5\uc5d0 \uc801\ud569\ud55c \ucd9c\ub825 \uc608\uc0b0\uc744 \uc720\uc9c0\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">API \uc9c1\uc811 \uc694\uae08\uc81c\uc640 \ud638\uc2a4\ud305\ud615 \uad6c\ub3c5 \uc694\uae08\uc81c\ub97c \ube44\uad50\ud560 \ub54c\ub294 \ub2e8\uc704\ub97c \uad6c\ubd84\ud558\uc5ec \uace0\ub824\ud574\uc57c \ud569\ub2c8\ub2e4. \ud574\ub2f9 <a href=\"https:\/\/www.glbgpt.com\/hub\/claude-ai-pricing-2026-the-ultimate-guide-to-plans-api-costs-and-limits\/\">Claude \uc694\uae08\uc81c \ubc0f API \uac00\uaca9 \uc548\ub0b4\uc11c<\/a> \uc774\ub294 \uc18c\ube44\uc790 \uc694\uae08\uc81c, API \ud1a0\ud070, \ud50c\ub7ab\ud3fc \ud06c\ub808\ub527\uc744 \ub3d9\uc77c\ud55c \ud654\ud3d0\ub85c \ucde8\uae09\ud574\uc11c\ub294 \uc548 \ub418\ub294 \uc774\uc720\ub97c \ubcf4\uc5ec\uc8fc\ub294 \uc720\uc6a9\ud55c \uc608\uc2dc\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"api-setup\" class=\"wp-block-heading\">API \uc124\uc815: OpenAI \ud638\ud658 \ubc0f Anthropic \ud638\ud658<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">MiniMax\ub294 \uadf8 \uc548\uc5d0\uc11c \ub450 \uac00\uc9c0 \ud638\ud658\uc131 \uacc4\uce35\uc744 \uae30\uc220\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/platform.minimax.io\/docs\/api-reference\/text-openai-api.md\">OpenAI \ud638\ud658 \ub808\ud37c\ub7f0\uc2a4<\/a> \uadf8\ub9ac\uace0 <a href=\"https:\/\/platform.minimax.io\/docs\/api-reference\/text-anthropic-api.md\">Anthropic \ud638\ud658 \ub808\ud37c\ub7f0\uc2a4<\/a>. \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uc774\ubbf8 OpenAI SDK\ub97c \uc0ac\uc6a9\ud558\uace0 \uc788\ub2e4\uba74 OpenAI \ud638\ud658 \uacbd\ub85c\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83\uc774 \ud3b8\ub9ac\ud569\ub2c8\ub2e4. Anthropic \ud638\ud658 \uacbd\ub85c\ub294 Anthropic \uba54\uc2dc\uc9c0 \uc758\ubbf8 \uccb4\uacc4\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \ub450 \uacbd\uc6b0 \ubaa8\ub450 \ubb38\uc11c\ud654\ub41c \ubaa8\ub378 ID\ub294 <code>MiniMax-M3.1-Flash<\/code>; \ub300\uc0c1 \uc5d4\ub4dc\ud3ec\uc778\ud2b8\uc5d0 \ud45c\uc2dc\ub41c \ub300\ub85c \ucca0\uc790\uc640 \ub300\uc18c\ubb38\uc790\ub97c \uc815\ud655\ud788 \uadf8\ub300\ub85c \uc720\uc9c0\ud558\uc2ed\uc2dc\uc624.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">OpenAI \ud638\ud658 \uc608\uc2dc<\/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\": \"\uc774 \uc0ac\uac74\uc744 \uc694\uc57d\ud558\uace0 JSON\uc73c\ub85c \ubc18\ud658\ud574 \uc8fc\uc138\uc694.\"}\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\">\uc774 \ud504\ub85c\ud1a0\ucf5c\uacfc \uad00\ub828\ud558\uc5ec, MiniMax \ubb38\uc11c\ub294 <code>\ucd94\ub860_\ub178\ub825<\/code> \uadf8\ub9ac\uace0 <code>\ucd5c\ub300_\uc644\ub8cc_\ud1a0\ud070<\/code>. \uc751\ub2f5\uc5d0\ub294 \ucd94\ub860 \uba54\ud0c0\ub370\uc774\ud130\uac00 \ud3ec\ud568\ub420 \uc218 \uc788\uc73c\ub098, \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \uc790\uccb4 \ub85c\uae45 \ubc0f \uac1c\uc778\uc815\ubcf4 \ucc98\ub9ac\ubc29\uce68\uc5d0 \ub530\ub77c \uc774\ub97c \ud45c\uc2dc\ud558\uac70\ub098 \uc800\uc7a5\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Anthropic \ud638\ud658 \uc608\uc2dc<\/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\": \"JSON \ud615\uc2dd\uc73c\ub85c \uc138 \uac00\uc9c0 \uc218\ub9ac \ub2e8\uacc4\ub97c \ubc18\ud658\ud574 \uc8fc\uc138\uc694.\"}\n    ]\n  }'<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Anthropic \ud638\ud658 \ud638\ucd9c\uc740 \ub2e4\uc74c\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. <code>output_config.effort<\/code>. \ud574\ub2f9 \uacf5\uae09\uc790\uc758 \ucc38\uc870 \ubb38\uc11c\uc5d0\ub294 \ud14d\uc2a4\ud2b8, \uc774\ubbf8\uc9c0, \ube44\ub514\uc624\uc6a9 \ucf58\ud150\uce20 \ube14\ub85d\uacfc \ub3c4\uad6c \ud638\ucd9c\uc5d0 \ub300\ud55c \uc124\uba85\ub3c4 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \ub450 \uacbd\ub85c \uac04\uc5d0 \ub9e4\uac1c\ubcc0\uc218\ub97c \ubcf5\uc0ac\ud558\uae30 \uc804\uc5d0 \ucd5c\uc2e0 \ud504\ub85c\ud1a0\ucf5c \ucc38\uc870 \ubb38\uc11c\ub97c \ud655\uc778\ud558\uc2ed\uc2dc\uc624. \ud55c \ud638\ud658\uc131 \uacc4\uce35\uc5d0\uc11c \uc815\uc0c1\uc801\uc73c\ub85c \uc791\ub3d9\ud558\ub294 \ub9e4\uac1c\ubcc0\uc218 \uc774\ub984\uc774 \ub2e4\ub978 \uacc4\uce35\uc5d0\uc11c\ub294 \ubb34\uc2dc\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ud638\ud658 \uac00\ub2a5\ud55c \ubaa8\ub378 \uc885\uc810\uc5d0 \ub300\ud55c \ub610 \ub2e4\ub978 \uad00\uc810\uc740 \uc5ec\uae30\ub97c \ucc38\uc870\ud558\uc2ed\uc2dc\uc624. <a href=\"https:\/\/www.glbgpt.com\/hub\/claude-api-guide\/\">Claude API \uac00\uc774\ub4dc<\/a>. \uc774 \ub0b4\uc6a9\uc740 \ub2e4\ub978 \uc81c\uacf5\uc5c5\uccb4\ub97c \ub2e4\ub8e8\uace0 \uc788\uc9c0\ub9cc, \uc801\uc6a9\ud560 \uc218 \uc788\ub294 \uc2e4\uc6a9\uc801\uc778 \uad50\ud6c8\uc740 \ub3d9\uc77c\ud569\ub2c8\ub2e4. \uae30\ubcf8 URL, \ubaa8\ub378 ID, \ud504\ub85c\ud1a0\ucf5c, \uc624\ub958 \ucc98\ub9ac\ub97c \ud568\uaed8 \ubb36\uc5b4\ub450\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"parameters-and-modalities\" class=\"wp-block-heading\">\ub9e4\uac1c\ubcc0\uc218, \uc0ac\uace0, \ub3c4\uad6c, \uadf8\ub9ac\uace0 \ub2e4\uc911 \ubaa8\ub4dc\uc801 \ud55c\uacc4<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uacf5\uc2dd API \ucc38\uc870 \ubb38\uc11c\uc5d0 \ub530\ub974\uba74, M3.1 Flash\uc758 \uacbd\uc6b0 \u2018thinking\u2019\uc774 \uac15\uc81c \uc801\uc6a9\ub429\ub2c8\ub2e4. \ubb38\uc11c\ud654\ub41c \u2018effort\u2019 \ud544\ub4dc\ub97c \ud1b5\ud574 \uadf8 \uac15\ub3c4\ub97c \uc870\uc808\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4: <code>\ub0ae\uc740<\/code>, <code>\uc911\uac04<\/code>, <code>\ub192\uc740<\/code>, <code>xhigh<\/code>, \ub610\ub294 <code>max<\/code>. \ub178\ub825\ub3c4\ub97c \ud488\uc9c8 \ubcf4\uc7a5\uc774 \uc544\ub2cc \uc791\uc5c5\ub7c9 \uc124\uc815\uc73c\ub85c \uac04\uc8fc\ud558\uc2ed\uc2dc\uc624. \ubcf5\uc7a1\ud55c \uacc4\ud68d \uc218\ub9bd\uc774\ub098 \ub514\ubc84\uae45 \uc2dc\uc5d0\ub294 \ub178\ub825\ub3c4\ub97c \ub192\uc774\uace0, \uc9e7\uace0 \uad6c\uc870\ud654\ub41c \ubcc0\ud658 \uc791\uc5c5\uc758 \uacbd\uc6b0 \ucc98\uc74c\uc5d0\ub294 \ub0ae\uac8c \uc124\uc815\ud558\uc2ed\uc2dc\uc624.<\/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\">\ub2a5\ub825<\/th><th style=\"padding:11px;text-align:left;background:#edf4f1;border-bottom:1px solid #d5e2da\">\uae30\ub85d\ub41c \uc138\ubd80 \uc0ac\ud56d<\/th><th style=\"padding:11px;text-align:left;background:#edf4f1;border-bottom:1px solid #d5e2da\">\uc2e4\ubb34\uc801 \uc2dc\uc0ac\uc810<\/th><\/tr><\/thead><tbody><tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\ubb38\ub9e5<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">100\ub9cc \ud1a0\ud070<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\ub300\uc6a9\ub7c9 \uc800\uc7a5\uc18c, \uc0ac\uc591\uc11c, \ub85c\uadf8\ub97c \ud558\ub098\uc758 \uc6cc\ud06c\ud50c\ub85c\uc5d0 \ubaa8\ub450 \ud3ec\ud568\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4<\/td><\/tr><tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\uc0ac\uace0<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\ud56d\uc0c1 \ucf1c\uc838 \uc788\uc74c; 5\ub2e8\uacc4 \uac15\ub3c4 \uc870\uc808<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\uc791\uc5c5\ubcc4 \ucd94\ub860 \uae4a\uc774\uc640 \uc608\uc0b0 \uc870\uc815<\/td><\/tr><tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\ub3c4\uad6c<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\ub3c4\uad6c \ud638\ucd9c \uc9c0\uc6d0<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\uac80\ud1a0, \ud3b8\uc9d1 \ub610\ub294 \ud655\uc778 \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub294 \ub2f4\ub2f9\uc790\uc5d0\uac8c \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/td><\/tr><tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\uc774\ubbf8\uc9c0<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\ucd5c\ub300 10 MB<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\ub300\uc6a9\ub7c9 \uc785\ub825 \ub370\uc774\ud130\ub294 \uc804\uc1a1\ud558\uae30 \uc804\uc5d0 \ud06c\uae30\ub97c \uc870\uc815\ud558\uac70\ub098 \uc555\ucd95\ud558\uc2ed\uc2dc\uc624.<\/td><\/tr><tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\ub3d9\uc601\uc0c1 URL\/base64<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\ucd5c\ub300 50 MB<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">API \uc694\uccad \uc2dc \ub354 \uc9e7\uc740 \ud074\ub9bd\uc774\ub098 \ud638\uc2a4\ud305\ub41c URL\uc744 \uc0ac\uc6a9\ud558\uc138\uc694<\/td><\/tr><tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">Files API\ub97c \ud1b5\ud55c \ub3d9\uc601\uc0c1<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\ucd5c\ub300 512 MB<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\uc9c0\uc6d0\ub418\ub294 \ub300\uc6a9\ub7c9 \ub3d9\uc601\uc0c1 \uc785\ub825\uc758 \uacbd\uc6b0 \ud30c\uc77c \uc5c5\ub85c\ub4dc\ub97c \uad8c\uc7a5\ud569\ub2c8\ub2e4<\/td><\/tr><\/tbody><\/table><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\ub2e4\uc911 \ubaa8\ub4dc \uc9c0\uc6d0\uc774 \uc788\ub2e4\uace0 \ud574\uc11c \ubaa8\ub4e0 \ud074\ub77c\uc774\uc5b8\ud2b8 \ub77c\uc774\ube0c\ub7ec\ub9ac\uac00 \ubaa8\ub4e0 \ucf58\ud150\uce20 \ube14\ub85d\uc744 \uc62c\ubc14\ub974\uac8c \uc9c1\ub82c\ud654\ud55c\ub2e4\ub294 \uc758\ubbf8\ub294 \uc544\ub2d9\ub2c8\ub2e4. \ubc30\ud3ec\ud560 \uc608\uc815\uc778 \uc815\ud655\ud55c SDK, \ucf58\ud150\uce20 \ud615\uc2dd \ubc0f \uc5d4\ub4dc\ud3ec\uc778\ud2b8\ub97c \ud14c\uc2a4\ud2b8\ud558\uc2ed\uc2dc\uc624. \ud30c\uc77c \ud06c\uae30 \uac80\uc0ac\ub294 \uc790\uccb4\uc801\uc73c\ub85c \uc218\ud589\ud558\uc5ec, 50MB\uc9dc\ub9ac \ub3d9\uc601\uc0c1\uc774 \uac70\ubd80\ub418\uc5c8\uc744 \ub54c \ud63c\ub780\uc744 \uc57c\uae30\ud558\ub294 \uc77c\ubc18\uc801\uc778 4xx \uc751\ub2f5\uc73c\ub85c \ub098\ud0c0\ub098\uc9c0 \uc54a\ub3c4\ub85d \ud558\uc2ed\uc2dc\uc624.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc7a5\ubb38 \ucee8\ud14d\uc2a4\ud2b8 \ubc0f \ub2e4\uc911 \ubaa8\ub2ec \uc2dc\uc2a4\ud15c\uc758 \ub4f1\uc7a5\uc73c\ub85c \ub370\uc774\ud130 \ucc98\ub9ac\uc758 \uc911\uc694\uc131\ub3c4 \ub354\uc6b1 \ucee4\uc84c\uc2b5\ub2c8\ub2e4. \ube44\uacf5\uac1c \uc800\uc7a5\uc18c, \uc2a4\ud06c\ub9b0\uc0f7 \ub610\ub294 \ub3d9\uc601\uc0c1\uc744 \uc804\uc1a1\ud558\uae30 \uc804\uc5d0 \ub370\uc774\ud130 \ubcf4\uc874 \ubc0f \uc811\uadfc \uad00\ub828 \uac00\uc815\uc744 \ub2e4\uc2dc \ud55c \ubc88 \uac80\ud1a0\ud558\uc2ed\uc2dc\uc624. \uc774\ub294 <a href=\"https:\/\/www.glbgpt.com\/hub\/ai-data-privacy\/\">AI \ub370\uc774\ud130 \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638 \uac00\uc774\ub4dc<\/a> \uadf8 \ub300\ud654\ub97c \uc704\ud55c \uc720\uc6a9\ud55c \uccb4\ud06c\ub9ac\uc2a4\ud2b8\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"hands-on-tests\" class=\"wp-block-heading\">GlobalGPT \ud14c\uc2a4\ud2b8 \uacb0\uacfc<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">2026\ub144 10\uc6d4 26\uc77c, \uc6b0\ub9ac\ub294 \uc138 \uac00\uc9c0 \uc2e4\uc81c \uc791\uc5c5, \uc989 \uc815\ud655\ud55c JSON \uc751\ub2f5, \uc790\ubc14\uc2a4\ud06c\ub9bd\ud2b8 \ub514\ubc84\uae45 \uc218\uc815, \uadf8\ub9ac\uace0 3\ub2e8\uacc4 HTTP 503 \uc624\ub958 \uc9c4\ub2e8\uc5d0 \ub300\ud55c \ud14c\uc2a4\ud2b8\ub97c \uc9c4\ud589\ud588\uc2b5\ub2c8\ub2e4. \uac01 \uc791\uc5c5\uc740 \ubaa8\ub450 \uc131\uacf5\uc801\uc73c\ub85c \uc644\ub8cc\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc544\ub798 \uacb0\uacfc\ub294 \ud574\ub2f9 \ud14c\uc2a4\ud2b8 \uc138\uc158\uc5d0\uc11c \uc5bb\uc740 \uae30\ub2a5\uc801 \uad00\ucc30 \uacb0\uacfc\uc77c \ubfd0, \uc77c\ubc18\uc801\uc778 \ubca4\uce58\ub9c8\ud06c \uacb0\uacfc\ub294 \uc544\ub2d9\ub2c8\ub2e4.<\/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\">\ud14c\uc2a4\ud2b8<\/th><th style=\"padding:11px;text-align:left;background:#f8e9e6;border-bottom:1px solid #ead2ce\">\uc791\uc5c5<\/th><th style=\"padding:11px;text-align:left;background:#f8e9e6;border-bottom:1px solid #ead2ce\">\uacb0\uacfc<\/th><th style=\"padding:11px;text-align:left;background:#f8e9e6;border-bottom:1px solid #ead2ce\">\uad00\ucc30\ub41c \uc0ac\uc6a9 \uc0ac\ub840<\/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\">\uc815\ud655\ud55c JSON \uc751\ub2f5<\/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\ucd08 \u00b7 3,958\uba85 \uc811\uc18d \/ 17\uba85 \uc774\ud0c8<\/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\">\uc790\ubc14\uc2a4\ud06c\ub9bd\ud2b8 \ub514\ubc84\uae45<\/td><td style=\"padding:11px;border-bottom:1px solid #f0e0dd\">\ubc18\ud658\ub428 <code>\uc22b\uc790(a) + \uc22b\uc790(b)<\/code> \uadf8\ub9ac\uace0 \ubb38\uc790\uc5f4 \uc5f0\uacb0\uc5d0 \ub300\ud574 \uc124\uba85\ud588\uc2b5\ub2c8\ub2e4<\/td><td style=\"padding:11px;border-bottom:1px solid #f0e0dd\">11.976\ucd08 \u00b7 \uc811\uc18d 3,979\uac74 \/ \uc811\uc18d \uc885\ub8cc 511\uac74<\/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\">HTTP 503 \uc624\ub958 \uc9c4\ub2e8 3\ub2e8\uacc4<\/td><td style=\"padding:11px;border-bottom:1px solid #f0e0dd\">\uac00\ub2a5\ud55c \uc6d0\uc778\uc744 \ud30c\uc545\ud558\uace0 \ud5a5\ud6c4 \uc9c4\ub2e8 \uc810\uac80 \uc0ac\ud56d\uc744 \uad8c\uace0\ud588\uc2b5\ub2c8\ub2e4.<\/td><td style=\"padding:11px;border-bottom:1px solid #f0e0dd\">11.954\ucd08 \u00b7 \uc811\uc18d 3,991\uac74 \/ \ub85c\uadf8\uc544\uc6c3 376\uac74<\/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=\"\uc644\ub8cc\ub41c MiniMax M3.1 Flash \uc791\uc5c5 3\uac74\uc5d0 \ub300\ud55c \uc2a4\ud06c\ub9b0\uc0f7 \ud615\uc2dd\uc758 \uc694\uc57d\" style=\"display:block;width:100%;height:auto;border-radius:20px\"><figcaption style=\"margin-top:9px;color:#6d7771;font-size:13px\">\uc2e4\uc81c \uc791\uc5c5 \ud14c\uc2a4\ud2b8\uc758 \uc791\uc5c5 \uacb0\uacfc \uc2a4\ub0c5\uc0f7: \uc815\ud655\ud55c JSON, \uc790\ubc14\uc2a4\ud06c\ub9bd\ud2b8 \ub514\ubc84\uae45, HTTP 503 \uc624\ub958 \uc9c4\ub2e8.<\/figcaption><\/figure>\n  <p style=\"margin:14px 0 0;font-size:13px;line-height:1.6;color:#6e5a6b\">3\uc138\ub300 \ubaa8\ub450 \uc644\ub8cc\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ud50c\ub7ab\ud3fc \uba54\ud0c0\ub370\uc774\ud130\uc5d0 \ub2e4\uc74c\uacfc \uac19\uc774 \ubcf4\uace0\ub418\uc5c8\uc2b5\ub2c8\ub2e4. <code>customerChargeAmount: 0<\/code> \uc774\ub7ec\ud55c \ud14c\uc2a4\ud2b8 \uc2e4\ud589\uc5d0 \ub300\ud55c \uac83\uc785\ub2c8\ub2e4. \uc774\ub294 \uc778\uc99d\ub41c \uacc4\uc815\/\uc138\uc158\uc5d0 \ub300\ud55c \uad00\ucc30 \uacb0\uacfc\uc77c \ubfd0, \ubaa8\ub4e0 GlobalGPT \uc0ac\uc6a9\uc790\uac00 \uc790\uc720\ub86d\uac8c \uc811\uadfc\ud560 \uc218 \uc788\ub2e4\ub294 \uc99d\uac70\ub294 \uc544\ub2d9\ub2c8\ub2e4.<\/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=\"MiniMax M3.1 \ud50c\ub798\uc2dc \uc2e4\uc81c \uc791\uc5c5 \uc810\uac80 3\uac74 \uc644\ub8cc\" style=\"display:block;width:100%;height:auto;border-radius:20px\"><figcaption style=\"margin-top:9px;color:#6d7771;font-size:13px\">\uc138 \uac00\uc9c0 \uc2e4\uc81c \uc791\uc5c5 \uc810\uac80: \uc815\ud655\ud55c JSON, \uc790\ubc14\uc2a4\ud06c\ub9bd\ud2b8 \ub514\ubc84\uae45, HTTP 503 \uc624\ub958 \uc9c4\ub2e8.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774\ub294 \ubca4\uce58\ub9c8\ud06c\uac00 \uc544\ub2cc \uac04\ub2e8\ud55c \uae30\ub2a5 \uc810\uac80\uc785\ub2c8\ub2e4. \uc774 \uacb0\uacfc\ub294 \uac80\uc99d\ub41c \uacbd\ub85c\uac00 \uae30\ub85d\ub41c \ub2f9\uc77c\uc5d0 \uc815\ud655\ud55c \uc11c\uc2dd \ucc98\ub9ac, \uac04\ub2e8\ud55c \ucf54\ub4dc \uc218\uc815, \uadf8\ub9ac\uace0 \uc5ec\ub7ec \ub2e8\uacc4\uc5d0 \uac78\uce5c \uc9c4\ub2e8 \uc751\ub2f5\uc744 \ucc98\ub9ac\ud588\uc74c\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \ub2e4\ub9cc, \uc774 \uacb0\uacfc\ub9cc\uc73c\ub85c\ub294 \ud3c9\uade0 \uc9c0\uc5f0 \uc2dc\uac04, \ucc98\ub9ac\ub7c9, \uc804\ubc18\uc801\uc778 \ucf54\ub529 \ud488\uc9c8, \ub610\ub294 \uacc4\uc815 \uc804\ubc18\uc5d0 \uac78\uce5c \uc548\uc815\uc801\uc778 \uac00\uaca9\uc744 \uc785\uc99d\ud560 \uc218\ub294 \uc5c6\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc2e4\uc81c \uc0ac\uc6a9 \uc2dc\uc5d0\ub294 \uba3c\uc800 \uc18c\uaddc\ubaa8 \uc694\uccad\uc73c\ub85c \uc2dc\uc791\ud558\uc5ec \ubaa8\ub378 \uc774\ub984\uacfc \uc694\uccad \ud615\uc2dd\uc744 \ud655\uc778\ud55c \ub2e4\uc74c, \uc751\ub2f5\uacfc \ube44\uc6a9\uc774 \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc5d0 \uc801\ud569\ud55c\uc9c0 \ud655\uc778\ud55c \ud6c4 \uaddc\ubaa8\ub97c \ud655\ub300\ud558\uc2ed\uc2dc\uc624.<\/p>\n\n\n\n<h2 id=\"free-access\" class=\"wp-block-heading\">\ubb34\ub8cc \uc774\uc6a9, M \ud50c\ub79c, MiniMax \ucf54\ub4dc<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cMiniMax M3.1\uc740 \ud50c\ub798\uc2dc\uac00 \uc5c6\ub294\uac00?\u201d\ub77c\ub294 \uc9c8\ubb38 \uc18d\uc5d0\ub294 \uc138 \uac00\uc9c0 \uc11c\ub85c \ub2e4\ub978 \uc9c8\ubb38\uc774 \uc228\uaca8\uc838 \uc788\uc2b5\ub2c8\ub2e4.\u201d<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uacf5\uc2dd API:<\/strong> \uacf5\uac1c\ub41c \ub178\uc120\uc5d0\ub294 \ud1a0\ud070 \uac00\uaca9\uc774 \uba85\uc2dc\ub418\uc5b4 \uc788\uc73c\ubbc0\ub85c, \uc804\uba74 \ubb34\ub8cc\uac00 \uc544\ub2cc \uc0ac\uc6a9\ub7c9\uc5d0 \ub530\ub77c \uc694\uae08\uc774 \ubd80\uacfc\ub429\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>MiniMax \uc81c\ud488:<\/strong> MiniMax\uc5d0 \ub530\ub974\uba74, \ud574\ub2f9 \ubaa8\ub378\uc740 M \ud50c\ub79c \ubc0f MiniMax \ucf54\ub4dc\ub97c \ud1b5\ud574 \uc774\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud50c\ub79c \ud3ec\ud568 \uc5ec\ubd80, \ud560\ub2f9\ub7c9 \ubc0f \uc9c0\uc5ed\ubcc4 \uc774\uc6a9 \uac00\ub2a5 \uc5ec\ubd80\ub294 API \uacfc\uae08\uacfc \ubcc4\uac1c\uc785\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud638\uc2a4\ud305 \ud50c\ub7ab\ud3fc:<\/strong> \ub2f9\uc0ac\uc758 GlobalGPT \ud14c\uc2a4\ud2b8 \uacc4\uc815\uc5d0\uc11c\ub294 \uc644\ub8cc\ub41c 3\ud68c\uc758 \ud134\uc5d0 \ub300\ud574 \uace0\uac1d \uc694\uae08\uc774 0\uc73c\ub85c \ud45c\uc2dc\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uad00\ucc30 \uacb0\uacfc\ub9cc\uc73c\ub85c\ub294 \uc601\uad6c\uc801\uc778 \ubb34\ub8cc \ud2f0\uc5b4, \uacf5\uac1c \ud560\ub2f9\ub7c9 \ub610\ub294 \ubaa8\ub4e0 \uacc4\uc815\uc5d0 \ub300\ud55c \ubb34\ub8cc \uc774\uc6a9 \uad8c\ud55c\uc774 \uc124\uc815\ub41c \uac83\uc740 \uc544\ub2d9\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">API \ud0a4\ub97c \uc9c1\uc811 \uc124\uc815\ud558\uc9c0 \uc54a\uace0 \ud638\uc2a4\ud305\ub41c \uc561\uc138\uc2a4 \uae30\ub2a5\uc744 \uc0ac\uc6a9\ud574 \ubcf4\uace0 \uc2f6\ub2e4\uba74, \ub2e4\uc74c\uc744 \uc0ac\uc6a9\ud558\uc138\uc694. <a href=\"https:\/\/www.glbgpt.com\/hub\/all-in-one-ai-models\/\">\uc62c\uc778\uc6d0 AI \ubaa8\ub378 \uac00\uc774\ub4dc<\/a> \ud50c\ub7ab\ud3fc\ubcc4 \uc6cc\ud06c\ud50c\ub85c\ub97c \ube44\uad50\ud55c \ud6c4, \ub300\uaddc\ubaa8 \uc2e4\ud589\uc5d0 \uc55e\uc11c \ud604\uc7ac \ubaa8\ub378 \uce74\ub4dc \ubc0f \uacc4\uc815 \uc57d\uad00\uc744 \ud655\uc778\ud558\uc2ed\uc2dc\uc624. \uac01 \ub2e8\uc704\ub85c \ubb34\uc5c7\uc744 \uad6c\ub9e4\ud560 \uc218 \uc788\ub294\uc9c0 \ud30c\uc545\ud558\uae30 \uc804\uae4c\uc9c0\ub294 \ud50c\ub7ab\ud3fc\uc758 \ud06c\ub808\ub527\uacfc MiniMax \ud1a0\ud070 \uac00\uaca9\uc744 \ube44\uad50\ud574\uc11c\ub294 \uc548 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"m31-vs-m3\" class=\"wp-block-heading\">M3.1 Flash \ub300 M3<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">M3.1 Flash\ub294 2026\ub144 10\uc6d4 \uc790\ub8cc\uc5d0\uc11c \ud655\uc778\ub41c Flash \ube0c\ub79c\ub4dc\uc758 \ucd5c\uc2e0 \ubc84\uc804\uc785\ub2c8\ub2e4. \ub530\ub77c\uc11c \ub2e4\uc74c\uacfc \uac19\uc740 \ube44\uad50\uac00 \uc720\uc6a9\ud569\ub2c8\ub2e4. \ub354 \uc0c8\ub85c\uc6b4 1M \ucee8\ud14d\uc2a4\ud2b8\uc640 \uc18d\ub3c4\uc5d0 \uc911\uc810\uc744 \ub454 \ubaa8\ub378, \uadf8\ub9ac\uace0 \ubb38\uc11c\ud654\ub41c \uc0ac\uace0 \uc81c\uc5b4 \uae30\ub2a5\uc744 \uc6d0\ud558\uc2ed\ub2c8\uae4c, \uc544\ub2c8\uba74 \uc774\ubbf8 \ud29c\ub2dd\ub418\uace0 \uac80\uc99d\ub41c \uae30\uc874 M3 \ud1b5\ud569 \ud658\uacbd\uc744 \uc720\uc9c0\ud558\uc2dc\uaca0\uc2b5\ub2c8\uae4c?<\/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\">\uacb0\uc815 \uc9c0\uc810<\/th><th style=\"padding:11px;text-align:left;background:#edf0f7;border-bottom:1px solid #d9deea\">M3.1 \ud50c\ub798\uc2dc<\/th><th style=\"padding:11px;text-align:left;background:#edf0f7;border-bottom:1px solid #d9deea\">\uae30\uc874 M3 \uc6cc\ud06c\ud50c\ub85c\uc6b0<\/th><\/tr><\/thead><tbody><tr><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\ubc30\uacbd \ubc0f \ub17c\uac70<\/td><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">1M \ub9e5\ub77d; 5\ub2e8\uacc4 \ub178\ub825 \uc218\uc900\uc744 \ubc14\ud0d5\uc73c\ub85c \ud56d\uc0c1 \uc0ac\uace0\ud558\uae30<\/td><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\uc774\ubbf8 \ud14c\uc2a4\ud2b8\ud55c \ub3d9\uc791\uc740 \uadf8\ub300\ub85c \uc720\uc9c0\ud558\uc138\uc694<\/td><\/tr><tr><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\uc774\uc8fc \uc704\ud5d8<\/td><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\ud504\ub86c\ud504\ud2b8, \ub3c4\uad6c \uc2a4\ud0a4\ub9c8, JSON \uacc4\uc57d \ubc0f \ud1a0\ud070 \uc608\uc0b0 \uac80\uc99d<\/td><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\ud604\uc7ac \ud1b5\ud569 \uc0c1\ud0dc\uac00 \uc548\uc815\uc801\uc774\ub77c\uba74 \ub2f9\uc7a5\uc758 \ubcc0\uacbd \ud3ed\uc744 \uc904\uc778\ub2e4<\/td><\/tr><tr><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\uac00\uc7a5 \uc88b\uc740 \ub2e4\uc74c \ub2e8\uacc4<\/td><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\uc2e4\uc81c \uc6cc\ud06c\ub85c\ub4dc\uc5d0\uc11c \ub098\ub780\ud788 \ube44\uad50 \ud14c\uc2a4\ud2b8\ub97c \uc2e4\ud589\ud574 \ubcf4\uc138\uc694<\/td><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\uc0c8\ub85c\uc6b4 \uacbd\ub85c\uac00 \uc2b9\uc778 \ud14c\uc2a4\ud2b8\ub97c \ud1b5\uacfc\ud560 \ub54c\uae4c\uc9c0 \uc608\ube44 \ubc29\uc548\uc73c\ub85c \uc720\uc9c0\ud558\uc2ed\uc2dc\uc624<\/td><\/tr><\/tbody><\/table><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">MiniMax\uac00 \uacf5\uac1c\ud55c \uc790\ub8cc\uc5d0\ub294 M3\uc640 M3.1\uc744 \uc9c1\uc811 \ube44\uad50\ud55c Flash \uc810\uc218\ud45c\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uadf8\ub807\uae30 \ub54c\ubb38\uc5d0 \uc704\uc758 \ube44\uad50\ub294 \uc218\uce58\uc801\uc778 \uc6b0\uc5f4\uc744 \uac00\ub9ac\uae30\ubcf4\ub2e4\ub294, \ubb38\uc11c\ud654\ub41c \uc778\ud130\ud398\uc774\uc2a4 \ubc0f \ub9c8\uc774\uadf8\ub808\uc774\uc158 \uacb0\uc815 \uc0ac\ud56d\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"who-should-use-it\" class=\"wp-block-heading\">\ub204\uac00 \uc774 \uc81c\ud488\uc744 \uc0ac\uc6a9\ud574\uc57c \ud560\uae4c\uc694?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\ucc29\uc6a9\uac10\uc774 \uc88b\uc740:<\/strong> \uc870\uc815 \uac00\ub2a5\ud55c \ucd94\ub860 \ub178\ub825\uacfc \ub3c4\uad6c \ud638\ucd9c\uc758 \uc774\uc810\uc744 \ud65c\uc6a9\ud558\ub294 \uc5d0\uc774\uc804\ud2b8, \ucf54\ub529 \ubcf4\uc870 \ub3c4\uad6c, \ub9ac\ud3ec\uc9c0\ud1a0\ub9ac \ubd84\uc11d\uae30, \ucef4\ud4e8\ud130 \uc0ac\uc6a9 \ud750\ub984 \ub610\ub294 \uc7a5\uae30\uac04\uc758 \ucee8\ud14d\uc2a4\ud2b8 \uae30\ubc18 \uc6cc\ud06c\ud50c\ub85c\ub97c \uac1c\ubc1c\ud558\ub294 \uac1c\ubc1c\uc790\ub4e4\uc785\ub2c8\ub2e4. \ub610\ud55c \uc9c1\uc811 \uc785\ub825 \ube48\ub3c4\uac00 \ub0ae\uae30 \ub54c\ubb38\uc5d0, \uce90\uc2dc \uc804\ub7b5\uc774 \ud0c4\ud0c4\ud560 \uacbd\uc6b0 \ucee8\ud14d\uc2a4\ud2b8\uac00 \ub9ce\uc740 \uc2e4\ud5d8\uc744 \ubc18\ubcf5\uc801\uc73c\ub85c \uc218\ud589\ud558\ub294 \ub370\uc5d0\ub3c4 \uc2e4\uc6a9\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\uc8fc\uc758 \uc0ac\ud56d:<\/strong> \uc548\uc815\uc801\uc774\uace0 \ub3c5\ub9bd\uc801\uc73c\ub85c \uac80\uc99d\ub41c \ubca4\uce58\ub9c8\ud06c, \ubcf4\uc7a5\ub41c \ubb34\ub8cc \uc0ac\uc6a9\ub7c9 \ud55c\ub3c4, \ub610\ub294 \ubaa8\ub4e0 \uc81c\uacf5\uc5c5\uccb4\uc5d0 \uac78\uccd0 \ub2e8\uc77c \ud638\ud658\uc131 \uc5d4\ub4dc\ud3ec\uc778\ud2b8\uac00 \ud544\uc694\ud55c \ud300\uc744 \uc704\ud55c \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uc2e4\uc81c \ud2b8\ub798\ud53d\uc744 \uc804\ud658\ud558\uae30 \uc804\uc5d0 \uad6c\uc870\ud654\ub41c \ucd9c\ub825, \ub3c4\uad6c \ud638\ucd9c \uc778\uc790, \uc624\ub958 \ucc98\ub9ac \ubc0f \uc815\ud655\ud55c \ub9ac\uc804\uc744 \ud14c\uc2a4\ud2b8\ud558\uc2ed\uc2dc\uc624.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ubcf4\ub2e4 \ud3ec\uad04\uc801\uc778 \ud3c9\uac00\ub97c \uc704\ud574\uc11c\ub294 \ubaa8\ub378 \ud14c\uc2a4\ud2b8\ub97c \uc2e4\uc81c \ub370\uc774\ud130 \ubd84\uc11d \ub610\ub294 \ucf54\ub529 \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc640 \uc5f0\uacc4\ud574 \ubcf4\uc138\uc694. \uc774 <a href=\"https:\/\/www.glbgpt.com\/hub\/best-ai-tools-for-data-analysis-tested\/\">\uac80\uc99d\ub41c AI \ub370\uc774\ud130 \ubd84\uc11d \ub3c4\uad6c \uac00\uc774\ub4dc<\/a> \uc774\ub294 \ubaa8\ub378 \uc810\uc218\ub9cc\uc73c\ub85c\ub294 \uc804\uccb4 \uc6cc\ud06c\ud50c\ub85c\uc758 \ud488\uc9c8\uc744 \uce21\uc815\ud560 \uc218 \uc5c6\ub2e4\ub294 \uc810\uc744 \uc0c1\uae30\uc2dc\ucf1c \uc8fc\ub294 \uc720\uc6a9\ud55c \uc9c0\uce68\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"verdict\" class=\"wp-block-heading\">\ud3c9\uacb0<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">MiniMax M3.1 Flash\ub294 \uc5d0\uc774\uc804\ud2b8 \uae30\ubc18 \ucf54\ub529 \ubc0f \uc7a5\ubb38 \ub9e5\ub77d \uc791\uc5c5\uc5d0 \uc788\uc5b4 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc800\ube44\uc6a9 \uc635\uc158\uc785\ub2c8\ub2e4. \uc9c1\uc811 API \uac00\uaca9\uc740 \ubaa8\ub378\ub9c1\ud558\uae30 \uc27d\uace0, \ud638\ud658\uc131 \uacc4\uce35 \ub355\ubd84\uc5d0 \ub9c8\uc774\uadf8\ub808\uc774\uc158 \uc791\uc5c5\uc774 \uc904\uc5b4\ub4e4\uba70, \ubb38\uc11c\ud654\ub41c \ub2e4\uc911 \ubaa8\ub2ec \ubc0f \ub3c4\uad6c \uc9c0\uc6d0 \ub355\ubd84\uc5d0 \ud14d\uc2a4\ud2b8 \uc804\uc6a9 \u201c\uace0\uc18d\u201d \ubaa8\ub378\ubcf4\ub2e4 \ub354 \uc720\uc6a9\ud569\ub2c8\ub2e4. \uc5ec\uae30\uc11c \uac00\uc7a5 \uac15\ub825\ud55c \uadfc\uac70\ub294 \uacf5\uc2dd \uc778\ud130\ud398\uc774\uc2a4 \uc138\ubd80 \uc815\ubcf4\uc640 \uc138 \uac00\uc9c0 \uc644\ub8cc\ub41c \uae30\ub2a5 \ud14c\uc2a4\ud2b8\uc758 \uc870\ud569\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uacbd\uacc4\ub97c \uba85\ud655\ud788 \ud558\uc138\uc694: MiniMax\uc5d0\uc11c \ubcf4\uace0\ub41c \ubca4\uce58\ub9c8\ud06c \uc810\uc218\ub294 \ub3c5\ub9bd\uc801\uc778 \uce21\uc815\uac12\uc774 \uc544\ub2c8\uba70, \uad00\ucc30\ub41c \u2018\uc694\uae08 \uc5c6\uc74c\u2019 \uacb0\uacfc\ub294 \ud574\ub2f9 \ud14c\uc2a4\ud2b8 \uc138\uc158\uc5d0\ub9cc \uc801\uc6a9\ub429\ub2c8\ub2e4. \uba3c\uc800 \uc18c\uaddc\ubaa8\uc758 \ubcd1\ud589 \ud14c\uc2a4\ud2b8\ub97c \uc2dc\uc791\ud55c \ub2e4\uc74c, \ud504\ub86c\ud504\ud2b8, \ub3c4\uad6c, \uc608\uc0b0 \ubc0f \uc561\uc138\uc2a4 \uacbd\ub85c\uac00 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ud544\uc694\ud55c \ubc29\uc2dd\uc73c\ub85c \uc791\ub3d9\ud558\ub294 \uac83\uc744 \ud655\uc778\ud55c \ud6c4\uc5d0\uc57c \uaddc\ubaa8\ub97c \ud655\ub300\ud558\uc138\uc694.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ud638\uc2a4\ud305\ub418\ub294 \uc2dc\uc791\uc810\uc744 \uc6d0\ud558\uc2e0\ub2e4\uba74, <a href=\"https:\/\/www.glbgpt.com\/home?inviter=hub_popup&amp;login=1\"><strong>GlobalGPT \uc791\uc5c5 \uacf5\uac04\uc744 \uc5fd\ub2c8\ub2e4.<\/strong><\/a> \uadf8\ub9ac\uace0 \uc591\uc0b0 \uc791\uc5c5\uc744 \uc758\ub8b0\ud558\uae30 \uc804\uc5d0 \ud604\uc7ac MiniMax M3.1 \ud50c\ub798\uc2dc \ubaa8\ub378 \uce74\ub4dc\ub97c \ud655\uc778\ud558\uc2ed\uc2dc\uc624.<\/p>\n\n\n\n<h2 id=\"faq\" class=\"wp-block-heading\">\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">MiniMax M3.1 \ud50c\ub798\uc2dc\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">MiniMax M3.1 Flash\ub294 2026\ub144 10\uc6d4 19\uc77c\uc5d0 \ucd9c\uc2dc\ub41c 1M \ucee8\ud14d\uc2a4\ud2b8 \ucd94\ub860 \ubaa8\ub378\ub85c, \uc5d0\uc774\uc804\ud2b8 \uae30\ubc18 \ucf54\ub529, \ucef4\ud4e8\ud130 \ud65c\uc6a9, \ub3c4\uad6c \ud638\ucd9c, \uc0ac\uc774\ubc84 \ubcf4\uc548 \ubc0f \uae30\ud0c0 \uc7a5\ubb38 \ucee8\ud14d\uc2a4\ud2b8 \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc5d0 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">MiniMax M3.1 \ud50c\ub798\uc2dc\uc758 \uac00\uaca9\uc740 \uc5bc\ub9c8\uc778\uac00\uc694?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">2026\ub144 10\uc6d4 26\uc77c\uc5d0 \ud655\uc778\ub41c \uacf5\uc2dd API \uc694\uc728\uc740 \uc785\ub825 \ud1a0\ud070 100\ub9cc \uac1c\ub2f9 $0.15, \ucd9c\ub825 \ud1a0\ud070 100\ub9cc \uac1c\ub2f9 $0.60, \uce90\uc2dc\ub41c \uc785\ub825 \ud1a0\ud070 100\ub9cc \uac1c\ub2f9 $0.015\uc785\ub2c8\ub2e4. \uc774\ub294 MiniMax API\uc758 \uc9c1\uc811\uc801\uc778 \uc218\uc218\ub8cc\uc728\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">MiniMax M3.1 \ud50c\ub798\uc2dc\uc5d0\ub294 1M \ucee8\ud14d\uc2a4\ud2b8 \uc708\ub3c4\uc6b0\uac00 \uc788\ub098\uc694?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\ub124. MiniMax\uc758 \uacf5\uc2dd \ud638\ucd9c \uac00\uc774\ub4dc\uc5d0\ub294 1M \ud1a0\ud070\uc758 \ucee8\ud14d\uc2a4\ud2b8 \uc708\ub3c4\uc6b0\uac00 \uba85\uc2dc\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c\ub85c \uc0ac\uc6a9 \uac00\ub2a5\ud55c \ucee8\ud14d\uc2a4\ud2b8\uc758 \uc591\uc740 \uc5d4\ub4dc\ud3ec\uc778\ud2b8, \uc694\uccad \ud615\uc2dd, \ub3c4\uad6c \ud398\uc774\ub85c\ub4dc \ubc0f \ucd9c\ub825 \uc608\uc0b0\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9d1\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">OpenAI SDK\ub97c \ud1b5\ud574 \ud638\ucd9c\ud560 \uc218 \uc788\ub098\uc694?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\ub124. MiniMax\uc5d0\ub294 OpenAI\uc640 \ud638\ud658\ub418\ub294 \uae30\ubcf8 URL\uacfc \ubaa8\ub378 ID MiniMax-M3.1-Flash\uac00 \uba85\uc2dc\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uba85\uc2dc\ub41c \uc81c\uc5b4 \ud56d\ubaa9\uc5d0\ub294 reasoning_effort \ubc0f max_completion_tokens\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc2e4\uc81c \uc6b4\uc601\uc5d0 \uc0ac\uc6a9\ud558\uae30 \uc804\uc5d0 \uc815\ud655\ud55c \uacbd\ub85c\ub97c \ubc18\ub4dc\uc2dc \ud655\uc778\ud558\uc2ed\uc2dc\uc624.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Anthropic\uc640 \ud638\ud658\ub418\ub294 API\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub098\uc694?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\ub124. MiniMax\ub294 \uc0ac\uace0 \ub178\ub825(thinking effort)\uc744 \ub098\ud0c0\ub0b4\ub294 output_config.effort\ub97c \ube44\ub86f\ud574 \ud14d\uc2a4\ud2b8, \uc774\ubbf8\uc9c0, \ub3d9\uc601\uc0c1 \ubc0f \ub3c4\uad6c \ucf58\ud150\uce20 \ube14\ub85d\uc744 \uc0ac\uc6a9\ud558\ub294 Anthropic \ud638\ud658 \uba54\uc2dc\uc9c0 \uacbd\ub85c\ub97c \ubb38\uc11c\ud654\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">MiniMax M3.1\uc740 \ud50c\ub798\uc2dc\uac00 \uc5c6\ub294 \ubaa8\ub378\uc778\uac00\uc694?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\ud655\uc778\ub41c \ucd9c\ucc98\uc5d0\ub294 \ubcf4\ud3b8\uc801\uc73c\ub85c \ubb34\ub8cc\uc778 API\uc5d0 \ub300\ud55c \uc5b8\uae09\uc774 \uc5c6\uc2b5\ub2c8\ub2e4. MiniMax\uc5d0\ub294 \uc720\ub8cc \ud1a0\ud070 \uc694\uae08\uc774 \uba85\uc2dc\ub418\uc5b4 \uc788\uc73c\uba70, M \ud50c\ub79c\uacfc MiniMax \ucf54\ub4dc\ub97c \uc811\uc18d \uacbd\ub85c\ub85c \uc81c\uc2dc\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. 3\ud68c \ud14c\uc2a4\ud2b8 \uc138\uc158\uc5d0\uc11c \ud14c\uc2a4\ud2b8 \ub2f9\uc2dc \uc694\uae08\uc774 \ubd80\uacfc\ub418\uc9c0 \uc54a\uc558\uc73c\ub098, \uc774\ub7ec\ud55c \uacb0\uacfc\ub294 \uc694\uae08\uc81c \ubc0f \uacc4\uc815\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">GlobalGPT \ud14c\uc2a4\ud2b8 \uacb0\uacfc\ub294 \uc5b4\ub5bb\uac8c \ub098\uc654\ub098\uc694?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uc138 \uac00\uc9c0 \uc2e4\uc81c \uc791\uc5c5 \uc2e4\ud589\uc774 \uc131\uacf5\uc801\uc73c\ub85c \uc644\ub8cc\ub418\uc5c8\uc2b5\ub2c8\ub2e4: \uc815\ud655\ud55c JSON \ucc98\ub9ac, \uc790\ubc14\uc2a4\ud06c\ub9bd\ud2b8 \ub514\ubc84\uae45, \uadf8\ub9ac\uace0 3\ub2e8\uacc4 HTTP 503 \uc624\ub958 \uc9c4\ub2e8\uc785\ub2c8\ub2e4. \uad00\uce21\ub41c \uc18c\uc694 \uc2dc\uac04\uc740 \uac01\uac01 5.757\ucd08, 11.976\ucd08, 11.954\ucd08\uc600\uc73c\uba70, \uc774\ub294 \ub2e8\uc77c \uc2e4\ud589 \uacb0\uacfc\uc77c \ubfd0 \uc9c0\uc5f0 \uc2dc\uac04 \ubca4\uce58\ub9c8\ud06c\uac00 \uc544\ub2d9\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ub2e4\uc911 \ubaa8\ub4dc \uc785\ub825 \uc81c\ud55c\uc740 \uc5b4\ub5bb\uac8c \ub418\ub098\uc694?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\ud655\uc778\ub41c API \ucc38\uc870 \uc0ac\ud56d\uc5d0 \ub530\ub974\uba74, \uc774\ubbf8\uc9c0\ub294 \ucd5c\ub300 10MB, \ub3d9\uc601\uc0c1 URL \ub610\ub294 base64 \ud615\uc2dd\uc740 \ucd5c\ub300 50MB, Files API\ub97c \ud1b5\ud55c \ub3d9\uc601\uc0c1\uc740 \ucd5c\ub300 512MB\uae4c\uc9c0 \uc9c0\uc6d0\ub429\ub2c8\ub2e4. \uc2e4\uc81c \ud658\uacbd\uc5d0\uc11c \ubbf8\ub514\uc5b4\ub97c \uc804\uc1a1\ud558\uae30 \uc804\uc5d0 \ud604\uc7ac \uc5d4\ub4dc\ud3ec\uc778\ud2b8\uc640 \ud074\ub77c\uc774\uc5b8\ud2b8 \uc9c1\ub82c\ud654 \ubc29\uc2dd\uc744 \ud655\uc778\ud558\uc2ed\uc2dc\uc624.<\/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\/kr\/wp-json\/wp\/v2\/posts\/21129","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp.glbgpt.com\/kr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wp.glbgpt.com\/kr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wp.glbgpt.com\/kr\/wp-json\/wp\/v2\/users\/16"}],"replies":[{"embeddable":true,"href":"https:\/\/wp.glbgpt.com\/kr\/wp-json\/wp\/v2\/comments?post=21129"}],"version-history":[{"count":5,"href":"https:\/\/wp.glbgpt.com\/kr\/wp-json\/wp\/v2\/posts\/21129\/revisions"}],"predecessor-version":[{"id":21162,"href":"https:\/\/wp.glbgpt.com\/kr\/wp-json\/wp\/v2\/posts\/21129\/revisions\/21162"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wp.glbgpt.com\/kr\/wp-json\/wp\/v2\/media\/21148"}],"wp:attachment":[{"href":"https:\/\/wp.glbgpt.com\/kr\/wp-json\/wp\/v2\/media?parent=21129"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wp.glbgpt.com\/kr\/wp-json\/wp\/v2\/categories?post=21129"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wp.glbgpt.com\/kr\/wp-json\/wp\/v2\/tags?post=21129"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}