{"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\/hub\/zh\/minimax-m3-1-flash-guide","title":{"rendered":"MiniMax M3.1 \u95ea\u5b58\u6307\u5357\uff1aAPI\u3001\u5b9a\u4ef7\u3001\u57fa\u51c6\u6d4b\u8bd5\u3001\u53c2\u6570\u53ca\u514d\u8d39\u8bbf\u95ee"},"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\">\u7b80\u7b54<\/div>\n  <h2 style=\"margin:15px 0 10px;font-size:clamp(25px,4vw,38px);line-height:1.12\">\u4e00\u79cd\u9002\u7528\u4e8e\u957f\u4e0a\u4e0b\u6587\u4ee3\u7406\u4efb\u52a1\u7684\u5feb\u901f\u3001\u4f4e\u6210\u672c\u6a21\u578b<\/h2>\n  <p style=\"margin:0;max-width:850px;font-size:17px;line-height:1.7\">MiniMax M3.1 Flash \u4e8e 2026 \u5e74 10 \u6708 19 \u65e5\u6b63\u5f0f\u53d1\u5e03\uff0c\u5177\u5907 1M \u4ee4\u724c\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u3001\u53ef\u8c03\u8282\u7684\u601d\u8003\u96be\u5ea6\u3001\u591a\u6a21\u6001\u8f93\u5165\u4ee5\u53ca\u5de5\u5177\u652f\u6301\u3002\u6211\u4eec\u6d4b\u8bd5\u4e86\u4e09\u4e2a\u5b9e\u9645\u4efb\u52a1\u2014\u2014\u7cbe\u786e JSON\u3001JavaScript \u8c03\u8bd5\u548c HTTP 503 \u6545\u969c\u8bca\u65ad\u2014\u2014\u8fd9\u4e09\u9879\u4efb\u52a1\u5747\u6210\u529f\u5b8c\u6210\u3002.<\/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\">\u80cc\u666f<\/div><div style=\"margin-top:5px;font-size:29px;font-weight:850;color:#2b6a4b\">1M<\/div><div style=\"font-size:13px;color:#6e8178\">\u4ee3\u5e01<\/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\">\u6295\u5165\u4ef7\u683c<\/div><div style=\"margin-top:5px;font-size:29px;font-weight:850\">$0.15<\/div><div style=\"font-size:13px;color:#d3ebdc\">\u6bcf100\u4e07\u4e2a\u4ee3\u5e01<\/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\">\u5b9e\u9645\u4efb\u52a1<\/div><div style=\"margin-top:5px;font-size:29px;font-weight:850;color:#aa6570\">3\/3<\/div><div style=\"font-size:13px;color:#6e8178\">\u5df2\u5b8c\u6210<\/div><\/div>\n  <\/div>\n<\/section>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u60a8\u6b63\u5728\u6bd4\u8f83\u7528\u4e8e\u7f16\u7801\u3001\u5de5\u5177\u4f7f\u7528\u6216\u957f\u7bc7\u6587\u6863\u5904\u7406\u7684\u4f4e\u6210\u672c\u751f\u6210\u5f0fAI\u6a21\u578b\uff0c\u672c\u6307\u5357\u5c06\u76f8\u5173\u5b9e\u7528\u4fe1\u606f\u6c47\u96c6\u4e8e\u6b64\uff1a\u8be5\u6a21\u578b\u80fd\u505a\u4ec0\u4e48\u3001\u5b98\u65b9\u8bc4\u5206\u7a76\u7adf\u610f\u5473\u7740\u4ec0\u4e48\u3001\u5982\u4f55\u8c03\u7528\u8be5\u6a21\u578b\u3001\u5982\u4f55\u4f30\u7b97\u6210\u672c\uff0c\u4ee5\u53ca\u76ee\u524d\u53ef\u5728\u54ea\u4e9b\u6e20\u9053\u83b7\u53d6\u3002\u60a8\u8fd8\u53ef\u4ee5\u6bd4\u8f83\u66f4\u5e7f\u6cdb\u7684 <a href=\"https:\/\/www.glbgpt.com\/hub\/best-ai-model-for-coding\/\">\u6700\u9002\u5408\u7f16\u7801\u7684\u4eba\u5de5\u667a\u80fd\u6a21\u578b<\/a> \u5728\u9009\u62e9\u9ed8\u8ba4\u503c\u4e4b\u524d\uff0c\u8bf7\u67e5\u770b\u5217\u8868\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.glbgpt.com\/home?inviter=hub_popup&amp;login=1\"><strong>\u5728 GlobalGPT \u4e0a\u5c1d\u8bd5 MiniMax M3.1 \u56fa\u4ef6<\/strong><\/a> \u901a\u8fc7\u901a\u7528\u6a21\u578b\u5de5\u4f5c\u533a\u3002\u672c\u6587\u6240\u4f7f\u7528\u7684\u7ecf\u8fc7\u8eab\u4efd\u9a8c\u8bc1\u7684\u6d4b\u8bd5\u8def\u5f84\u5c06\u8be5\u6a21\u578b\u663e\u793a\u4e3a\u201cMiniMax M3.1 Flash\u201d\uff1b\u5e73\u53f0\u6388\u6743\u548c\u6a21\u578b\u53ef\u7528\u6027\u53ef\u80fd\u4f1a\u56e0\u8d26\u6237\u548c\u5730\u533a\u800c\u5f02\u3002.<\/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 \u4eea\u8868\u76d8\" 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>\u5728 GlobalGPT \u4e0a\u8bd5\u7528 100 \u591a\u79cd\u9876\u7ea7\u6a21\u578b<\/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\">\u4ec0\u4e48\u662f MiniMax M3.1 \u95ea\u5b58\uff1f<\/a><\/li>\n\n\n\n<li><a href=\"#benchmarks\">\u5b98\u65b9\u57fa\u51c6\u6d4b\u8bd5\u548c\u901f\u5ea6\u5ba3\u79f0<\/a><\/li>\n\n\n\n<li><a href=\"#pricing\">API \u5b9a\u4ef7\u548c\u6210\u672c\u793a\u4f8b<\/a><\/li>\n\n\n\n<li><a href=\"#api-setup\">API \u914d\u7f6e\uff1a\u517c\u5bb9 OpenAI \u548c Anthropic<\/a><\/li>\n\n\n\n<li><a href=\"#parameters-and-modalities\">\u53c2\u6570\u3001\u601d\u7ef4\u3001\u5de5\u5177\u4e0e\u591a\u6a21\u6001\u7684\u5c40\u9650\u6027<\/a><\/li>\n\n\n\n<li><a href=\"#hands-on-tests\">\u6211\u4eec\u7684GlobalGPT\u6d4b\u8bd5\u7ed3\u679c\u5982\u4e0b<\/a><\/li>\n\n\n\n<li><a href=\"#free-access\">\u514d\u8d39\u8bbf\u95ee\u3001M \u5957\u9910\u548c MiniMax \u4ee3\u7801<\/a><\/li>\n\n\n\n<li><a href=\"#m31-vs-m3\">M3.1 Flash \u4e0e M3 \u5bf9\u6bd4<\/a><\/li>\n\n\n\n<li><a href=\"#who-should-use-it\">\u8c01\u5e94\u8be5\u4f7f\u7528\u5b83\uff1f<\/a><\/li>\n\n\n\n<li><a href=\"#verdict\">\u5224\u51b3<\/a><\/li>\n\n\n\n<li><a href=\"#faq\">\u5e38\u89c1\u95ee\u9898<\/a><\/li>\n<\/ul>\n\n\n\n<h2 id=\"what-is-minimax-m31-flash\" class=\"wp-block-heading\">\u4ec0\u4e48\u662f MiniMax M3.1 \u95ea\u5b58\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">MiniMax M3.1 Flash \u662f\u8be5\u516c\u53f8\u4e13\u4e3a\u7f16\u7801\u3001\u8ba1\u7b97\u673a\u4f7f\u7528\u5de5\u4f5c\u6d41\u3001\u5de5\u5177\u8c03\u7528\u3001\u7f51\u7edc\u5b89\u5168\u4efb\u52a1\u4ee5\u53ca\u957f\u4e0a\u4e0b\u6587\u63a8\u7406\u800c\u8bbe\u8ba1\u7684\u5feb\u901f\u4ee3\u7406\u5bfc\u5411\u6a21\u578b\u3002\u8be5 <a href=\"https:\/\/www.minimax.io\/blog\/minimax-m31f\">\u53d1\u5e03\u516c\u544a<\/a> \u5c06\u53d1\u5e03\u65e5\u671f\u5b9a\u4e3a2026\u5e7410\u670819\u65e5\uff0c\u800c <a href=\"https:\/\/platform.minimax.io\/docs\/guides\/text-generation.md\">\u5b98\u65b9\u7948\u7977\u6307\u5357<\/a> \u5217\u51fa\u4e86\u4e00\u4e2a\u5305\u542b 100 \u4e07\u4e2a\u4ee4\u724c\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cFlash\u201d\u4e00\u8bcd\u63cf\u8ff0\u7684\u662f\u8be5\u6a21\u578b\u7684\u901f\u5ea6\u548c\u6210\u672c\u5b9a\u4f4d\uff0c\u800c\u975e\u4e00\u79cd\u72ec\u7acb\u7684\u3001\u4ec5\u7528\u4e8e\u804a\u5929\u7684\u8f7b\u91cf\u7ea7\u6a21\u5f0f\u3002\u601d\u8003\u529f\u80fd\u9ed8\u8ba4\u5904\u4e8e\u542f\u7528\u72b6\u6001\uff0c\u4e14\u6839\u636e\u6587\u6863\u4e2d\u6240\u8ff0\u7684 API \u884c\u4e3a\uff0c\u8be5\u529f\u80fd\u65e0\u6cd5\u5173\u95ed\u3002\u60a8\u53ef\u4ee5\u9009\u62e9\u4e00\u79cd\u601d\u8003\u5f3a\u5ea6\u7ea7\u522b\uff0c\u4ece\u800c\u5728\u54cd\u5e94\u6df1\u5ea6\u3001\u5ef6\u8fdf\u548c\u8f93\u51fa\u6210\u672c\u4e4b\u95f4\u5b9e\u73b0\u5b9e\u9645\u7684\u6743\u8861\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4f7f\u5f97\u8be5\u6a21\u578b\u5728\u5904\u7406\u4ed3\u5e93\u4efb\u52a1\u3001\u7ed3\u6784\u5316\u89c4\u5212\u3001API \u6545\u969c\u6392\u9664\u4ee5\u53ca\u9700\u8981\u5728\u5355\u8f6e\u4ea4\u4e92\u4e2d\u4fdd\u7559\u5927\u91cf\u4e0a\u4e0b\u6587\u7684\u4ee3\u7406\u4efb\u52a1\u65f6\u9887\u5177\u5438\u5f15\u529b\u3002\u4e0d\u8fc7\uff0c\u4ecd\u5e94\u6839\u636e\u5de5\u4f5c\u8d1f\u8f7d\u9009\u62e9\u5408\u9002\u7684\u6a21\u578b\uff1a\u6709\u5173\u5b9e\u7528\u7684\u6a21\u578b\u9009\u62e9\u6846\u67b6\uff0c\u8bf7\u53c2\u9605\u6b64\u5904 <a href=\"https:\/\/www.glbgpt.com\/hub\/best-ai-models\/\">\u6700\u4f73AI\u6a21\u578b\u6307\u5357<\/a> \u5e76\u5bf9\u6bd4\u60a8\u6240\u4f7f\u7528\u7684\u5177\u4f53\u5de5\u5177\u6216\u7f16\u7801\u9650\u5236\u3002.<\/p>\n\n\n\n<h2 id=\"benchmarks\" class=\"wp-block-heading\">\u5b98\u65b9\u57fa\u51c6\u6d4b\u8bd5\u548c\u901f\u5ea6\u5ba3\u79f0<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8be5\u9996\u53d1\u6587\u7ae0\u516c\u5e03\u4e86\u4ee5\u4e0b\u5f97\u5206\u548c\u6392\u540d\u3002\u5177\u4f53\u5982\u4e0b\uff1a <strong>MiniMax\u62a5\u544a<\/strong> \u8fd9\u4e9b\u6570\u636e\u5e76\u975e\u672c\u6587\u4e2d\u72ec\u7acb\u91cd\u73b0\u7684\u7ed3\u679c\u3002\u6b63\u786e\u7684\u89e3\u8bfb\u65b9\u5f0f\u662f\u5c06\u5176\u89c6\u4e3a\u63d0\u4f9b\u5546\u53d1\u5e03\u7684\u8bc1\u636e\u548c\u4efb\u52a1\u8986\u76d6\u8303\u56f4\uff0c\u800c\u975e\u627f\u8bfa\u6bcf\u4e2a\u63d0\u793a\u90fd\u80fd\u5339\u914d\u6392\u884c\u699c\u4e0a\u7684\u7ed3\u679c\u3002.<\/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\u62a5\u544a<\/span>\n    <span style=\"color:#64746d;font-size:13px\">\u53d1\u5e03\u6587\u7ae0\uff0c\u5df2\u4e8e2026\u5e7410\u670826\u65e5\u6838\u67e5<\/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\">\u8bc4\u4ef7\u6216\u4e3b\u5f20<\/th><th style=\"padding:11px;text-align:left;background:#e9f3ec;border-bottom:1px solid #cbdccf\">\u5df2\u53d1\u5e03\u7684\u7ed3\u679c<\/th><th style=\"padding:11px;text-align:left;background:#e9f3ec;border-bottom:1px solid #cbdccf\">\u5982\u4f55\u7406\u89e3\u8fd9\u4e00\u70b9<\/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\">\u7531 MiniMax \u62a5\u544a\u7684\u4ee5\u5de5\u5177\u4e3a\u5bfc\u5411\u7684\u5de5\u4f5c<\/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\">\u8f6f\u4ef6\u5de5\u7a0b\u57fa\u51c6\u6d4b\u8bd5\u80cc\u666f<\/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\">\u8ba1\u7b97\u673a\u4f7f\u7528\u4efb\u52a1\u7684\u6267\u884c\u60c5\u5883<\/td><\/tr>\n        <tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">\u7279\u5de5\u4eec\u7684\u6700\u540e\u4e00\u573a\u8003\u8bd5<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\"><strong>29.6<\/strong><\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">\u4ee3\u7406\u8bc4\u4f30\u80cc\u666f<\/td><\/tr>\n        <tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">CyberGym<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\"><strong>82%<\/strong><\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">\u7f51\u7edc\u5b89\u5168\u4efb\u52a1\u80cc\u666f<\/td><\/tr>\n        <tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">\u8f93\u51fa\u901f\u5ea6<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\"><strong>\u5cf0\u503c\u8d85\u8fc7 200 TPS\uff1bP50 \u503c\u8d85\u8fc7 170 TPS<\/strong><\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">\u8fd9\u662f\u670d\u52a1\u5546\u62a5\u544a\u7684\u541e\u5410\u91cf\u6570\u636e\uff0c\u5e76\u975e\u6211\u4eec\u7684\u5ef6\u8fdf\u6d4b\u8bd5\u7ed3\u679c<\/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 \u62a5\u544a\u7684\u57fa\u51c6\u6d4b\u8bd5\u5feb\u7167\" style=\"display:block;width:100%;height:auto;border-radius:20px\"><figcaption style=\"margin-top:9px;color:#6d7771;font-size:13px\">MiniMax\u62a5\u544a\u7684\u57fa\u51c6\u6d4b\u8bd5\u5feb\u7167\uff1b\u672c\u6587\u5e76\u672a\u5c06\u5176\u4f5c\u4e3a\u72ec\u7acb\u7684\u91cd\u6d4b\u7ed3\u679c\u8fdb\u884c\u5448\u73b0\u3002.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e9b\u6570\u636e\u5e76\u4e0d\u80fd\u544a\u8bc9\u4f60\u5355\u6b21\u5b58\u50a8\u5e93\u4fee\u590d\u7684\u6210\u672c\u3001\u4f60\u6240\u5728\u533a\u57df\u7684\u5ef6\u8fdf\uff0c\u4ee5\u53ca\u6a21\u578b\u4e0e\u4f60\u7684\u5de5\u5177\u7684\u9002\u914d\u7a0b\u5ea6\u3002\u82e5\u8981\u505a\u51fa\u8fd9\u4e9b\u51b3\u7b56\uff0c\u8bf7\u4f7f\u7528\u4f60\u81ea\u5df1\u7684\u63d0\u793a\u8bcd\u3001\u5de5\u5177\u67b6\u6784\u3001\u4e0a\u4e0b\u6587\u957f\u5ea6\u548c\u91cd\u8bd5\u7b56\u7565\uff0c\u8fdb\u884c\u4e00\u6b21\u5c0f\u89c4\u6a21\u7684\u53d7\u63a7\u8bc4\u4f30\u3002.<\/p>\n\n\n\n<h2 id=\"pricing\" class=\"wp-block-heading\">API \u5b9a\u4ef7\u548c\u6210\u672c\u793a\u4f8b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">MiniMax\u7684 <a href=\"https:\/\/platform.minimax.io\/docs\/pricing\/overview.md\">\u5b9a\u4ef7\u6982\u89c8<\/a> \u5217\u51fa\u4e86\u76f4\u63a5 API \u7684 USD \u4ee3\u5e01\u8d39\u7387\u3002\u8ba1\u8d39\u5355\u4f4d\u4e3a 100 \u4e07\u4e2a\u4ee3\u5e01\uff0c\u7f13\u5b58\u8f93\u5165\u4e0e\u672a\u7f13\u5b58\u8f93\u5165\u7684\u5b9a\u4ef7\u5404\u4e0d\u76f8\u540c\u3002\u8fd9\u4e9b\u8d39\u7387\u9002\u7528\u4e8e MiniMax API \u8def\u5f84\uff1b\u5b83\u4eec\u5e76\u975e GlobalGPT \u79ef\u5206\u7684\u8f6c\u6362\uff0c\u4e5f\u4e0d\u662f\u7b2c\u4e09\u65b9\u5957\u9910\u3002.<\/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\">\u8f93\u5165<\/div><div style=\"margin:5px 0;font-size:30px;font-weight:850\">$0.15<\/div><div style=\"font-size:13px;color:#756c80\">\u6bcf100\u4e07\u4e2a\u4ee3\u5e01<\/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\">\u8f93\u51fa<\/div><div style=\"margin:5px 0;font-size:30px;font-weight:850\">$0.60<\/div><div style=\"font-size:13px;color:#e8d8f5\">\u6bcf100\u4e07\u4e2a\u4ee3\u5e01<\/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\">\u7f13\u5b58\u8f93\u5165<\/div><div style=\"margin:5px 0;font-size:30px;font-weight:850\">$0.015<\/div><div style=\"font-size:13px;color:#756c80\">\u6bcf100\u4e07\u4e2a\u4ee3\u5e01<\/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\">\u573a\u666f<\/th><th style=\"padding:11px;text-align:left;background:#f2edf7;border-bottom:1px solid #ded4e8\">\u8ba1\u7b97<\/th><th style=\"padding:11px;text-align:left;background:#f2edf7;border-bottom:1px solid #ded4e8\">API \u8d39\u7528\u4f30\u7b97<\/th><\/tr><\/thead><tbody><tr><td style=\"padding:11px;border-bottom:1px solid #ebe5ef\">100k \u8f93\u5165 + 20k \u8f93\u51fa<\/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\u4e07\u6761\u7f13\u5b58\u8f93\u5165 + 2\u4e07\u6761\u8f93\u51fa<\/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 \u8f93\u5165 + 200k \u8f93\u51fa<\/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\">\u8fd9\u4e9b\u662f\u672a\u8003\u8651\u7a0e\u8d39\u3001\u8d26\u6237\u7ea7\u6298\u6263\u3001\u91cd\u8bd5\u3001\u5de5\u5177\u7aef\u8d39\u7528\u6216\u4efb\u4f55\u5e73\u53f0\u52a0\u4ef7\u7684\u8ba1\u7b97\u793a\u4f8b\u3002\u6700\u7ecf\u6d4e\u7684\u65b9\u6848\u901a\u5e38\u662f\u91cd\u590d\u5229\u7528\u7a33\u5b9a\u7684\u524d\u7f00\u4f5c\u4e3a\u53ef\u7f13\u5b58\u7684\u8f93\u5165\uff0c\u5e76\u5c06\u8f93\u51fa\u9884\u7b97\u63a7\u5236\u5728\u4e0e\u4efb\u52a1\u76f8\u9002\u5e94\u7684\u8303\u56f4\u5185\uff0c\u800c\u4e0d\u662f\u6bcf\u6b21\u90fd\u4e3a\u5927\u89c4\u6a21\u7684\u4efb\u52a1\u5b8c\u6210\u4ed8\u8d39\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u60a8\u8981\u6bd4\u8f83\u76f4\u63a5 API \u5b9a\u4ef7\u4e0e\u6258\u7ba1\u8ba2\u9605\u7684\u5b9a\u4ef7\uff0c\u8bf7\u5c06\u8ba1\u8d39\u5355\u4f4d\u5206\u5f00\u3002\u8be5 <a href=\"https:\/\/www.glbgpt.com\/hub\/claude-ai-pricing-2026-the-ultimate-guide-to-plans-api-costs-and-limits\/\">Claude \u5957\u9910\u53ca API \u5b9a\u4ef7\u6307\u5357<\/a> \u8fd9\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u4f8b\u5b50\uff0c\u8bf4\u660e\u4e86\u4e3a\u4ec0\u4e48\u4e0d\u5e94\u5c06\u7528\u6237\u5957\u9910\u3001API \u4ee4\u724c\u548c\u5e73\u53f0\u79ef\u5206\u89c6\u4e3a\u540c\u4e00\u79cd\u8d27\u5e01\u3002.<\/p>\n\n\n\n<h2 id=\"api-setup\" class=\"wp-block-heading\">API \u914d\u7f6e\uff1a\u517c\u5bb9 OpenAI \u548c Anthropic<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">MiniMax \u5728\u5176\u6587\u6863\u4e2d\u8bb0\u5f55\u4e86\u4e24\u4e2a\u517c\u5bb9\u6027\u5c42\uff0c <a href=\"https:\/\/platform.minimax.io\/docs\/api-reference\/text-openai-api.md\">\u4e0eOpenAI\u517c\u5bb9\u7684\u53c2\u8003\u8d44\u6599<\/a> \u548c <a href=\"https:\/\/platform.minimax.io\/docs\/api-reference\/text-anthropic-api.md\">\u517c\u5bb9 Anthropic \u7684\u53c2\u8003\u8d44\u6599<\/a>. \u5982\u679c\u60a8\u7684\u5e94\u7528\u7a0b\u5e8f\u5df2\u7ecf\u4f7f\u7528\u4e86 OpenAI SDK\uff0c\u90a3\u4e48\u517c\u5bb9 OpenAI \u7684\u8def\u5f84\u4f1a\u6bd4\u8f83\u65b9\u4fbf\u3002\u517c\u5bb9 Anthropic \u7684\u8def\u5f84\u5219\u91c7\u7528 Anthropic \u6d88\u606f\u8bed\u4e49\u3002\u5728\u8fd9\u4e24\u79cd\u60c5\u51b5\u4e0b\uff0c\u6587\u6863\u4e2d\u8bb0\u5f55\u7684\u6a21\u578b ID \u5747\u4e3a <code>MiniMax-M3.1-Flash<\/code>; \u8bf7\u5b8c\u5168\u6309\u7167\u76ee\u6807\u7aef\u70b9\u7684\u62fc\u5199\u548c\u5927\u5c0f\u5199\u683c\u5f0f\u8fdb\u884c\u4e66\u5199\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e0e OpenAI \u517c\u5bb9\u7684\u793a\u4f8b<\/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\": \"\u603b\u7ed3\u6b64\u4e8b\u4ef6\u5e76\u8fd4\u56de JSON\u3002\"}\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\">\u5173\u4e8e\u6b64\u534f\u8bae\uff0cMiniMax \u6587\u6863 <code>\u63a8\u7406_\u52aa\u529b<\/code> \u548c <code>max_completion_tokens<\/code>. \u54cd\u5e94\u4e2d\u53ef\u80fd\u5305\u542b\u63a8\u7406\u5143\u6570\u636e\uff0c\u4f46\u60a8\u7684\u5e94\u7528\u7a0b\u5e8f\u5e94\u4ec5\u6839\u636e\u81ea\u8eab\u7684\u65e5\u5fd7\u8bb0\u5f55\u548c\u9690\u79c1\u653f\u7b56\u6765\u663e\u793a\u6216\u5b58\u50a8\u8fd9\u4e9b\u6570\u636e\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e0e Anthropic \u517c\u5bb9\u7684\u793a\u4f8b<\/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\": \"\u4ee5 JSON \u683c\u5f0f\u8fd4\u56de\u4e09\u4e2a\u4fee\u590d\u6b65\u9aa4\u3002\"}\n    ]\n  }'<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0e Anthropic \u517c\u5bb9\u7684\u547c\u53eb\u4f7f\u7528 <code>output_config.effort<\/code>. \u8be5\u63d0\u4f9b\u5546\u7684\u53c2\u8003\u6587\u6863\u8fd8\u63cf\u8ff0\u4e86\u6587\u672c\u3001\u56fe\u50cf\u548c\u89c6\u9891\u7684\u5185\u5bb9\u5757\uff0c\u4ee5\u53ca\u5de5\u5177\u8c03\u7528\u3002\u5728\u4e24\u4e2a\u8def\u7531\u4e4b\u95f4\u590d\u5236\u53c2\u6570\u4e4b\u524d\uff0c\u8bf7\u5148\u67e5\u9605\u5f53\u524d\u7684\u534f\u8bae\u53c2\u8003\u6587\u6863\uff1b\u67d0\u4e2a\u5728\u67d0\u4e2a\u517c\u5bb9\u6027\u5c42\u4e2d\u6709\u6548\u7684\u53c2\u6570\u540d\u79f0\uff0c\u5728\u53e6\u4e00\u4e2a\u517c\u5bb9\u6027\u5c42\u4e2d\u53ef\u80fd\u4f1a\u88ab\u5ffd\u7565\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5173\u4e8e\u517c\u5bb9\u6a21\u578b\u7ec8\u70b9\u7684\u53e6\u4e00\u79cd\u89c2\u70b9\uff0c\u8bf7\u53c2\u9605\u6b64\u5904 <a href=\"https:\/\/www.glbgpt.com\/hub\/claude-api-guide\/\">Claude API \u6307\u5357<\/a>. \u867d\u7136\u6d89\u53ca\u7684\u662f\u53e6\u4e00\u5bb6\u670d\u52a1\u63d0\u4f9b\u5546\uff0c\u4f46\u5176\u4e2d\u8574\u542b\u7684\u5b9e\u7528\u7ecf\u9a8c\u540c\u6837\u9002\u7528\uff1a\u5c06\u57fa\u7840 URL\u3001\u6a21\u578b ID\u3001\u534f\u8bae\u548c\u9519\u8bef\u5904\u7406\u7ed3\u5408\u5728\u4e00\u8d77\u3002.<\/p>\n\n\n\n<h2 id=\"parameters-and-modalities\" class=\"wp-block-heading\">\u53c2\u6570\u3001\u601d\u7ef4\u3001\u5de5\u5177\u4e0e\u591a\u6a21\u6001\u7684\u5c40\u9650\u6027<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6839\u636e\u5b98\u65b9 API \u53c2\u8003\u6587\u6863\uff0cM3.1 Flash \u4f1a\u5f3a\u5236\u542f\u7528\u201cThinking\u201d\u6548\u679c\u3002\u60a8\u53ef\u4ee5\u901a\u8fc7\u6587\u6863\u4e2d\u63d0\u5230\u7684 effort \u5b57\u6bb5\u6765\u63a7\u5236\u5176\u5f3a\u5ea6\uff1a <code>\u4f4e<\/code>, <code>\u4e2d\u7b49<\/code>, <code>\u9ad8<\/code>, <code>xhigh<\/code>, \u6216 <code>max<\/code>. \u5c06\u201c\u52aa\u529b\u7a0b\u5ea6\u201d\u89c6\u4e3a\u5de5\u4f5c\u8d1f\u8f7d\u8bbe\u7f6e\uff0c\u800c\u975e\u8d28\u91cf\u4fdd\u8bc1\uff1a\u5728\u8fdb\u884c\u590d\u6742\u7684\u89c4\u5212\u6216\u8c03\u8bd5\u65f6\u63d0\u9ad8\u8be5\u503c\uff0c\u800c\u5728\u8fdb\u884c\u7b80\u77ed\u7684\u7ed3\u6784\u5316\u8f6c\u6362\u65f6\u5219\u4ece\u8f83\u4f4e\u503c\u5f00\u59cb\u3002.<\/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\">\u80fd\u529b<\/th><th style=\"padding:11px;text-align:left;background:#edf4f1;border-bottom:1px solid #d5e2da\">\u8bb0\u5f55\u5728\u6848\u7684\u7ec6\u8282<\/th><th style=\"padding:11px;text-align:left;background:#edf4f1;border-bottom:1px solid #d5e2da\">\u5b9e\u9645\u610f\u4e49<\/th><\/tr><\/thead><tbody><tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u80cc\u666f<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">100 \u4e07\u4ee3\u5e01<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u5927\u578b\u4ee3\u7801\u5e93\u3001\u89c4\u683c\u8bf4\u660e\u548c\u65e5\u5fd7\u5747\u53ef\u7eb3\u5165\u4e00\u4e2a\u5de5\u4f5c\u6d41\u4e2d<\/td><\/tr><tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u601d\u8003<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u59cb\u7ec8\u5f00\u542f\uff1b\u4e94\u6863\u5f3a\u5ea6<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u8c03\u6574\u63a8\u7406\u6df1\u5ea6\u548c\u6bcf\u9879\u4efb\u52a1\u7684\u9884\u7b97<\/td><\/tr><tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u5de5\u5177<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u652f\u6301\u7684\u5de5\u5177\u8c03\u7528<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u9002\u7528\u4e8e\u7528\u4e8e\u68c0\u67e5\u3001\u7f16\u8f91\u6216\u9a8c\u8bc1\u7684\u4ee3\u7406<\/td><\/tr><tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u56fe\u7247<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u6700\u591a 10 MB<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u5728\u53d1\u9001\u524d\uff0c\u8bf7\u5148\u8c03\u6574\u8f83\u5927\u8f93\u5165\u6587\u4ef6\u7684\u5927\u5c0f\u6216\u5bf9\u5176\u8fdb\u884c\u538b\u7f29<\/td><\/tr><tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u89c6\u9891\u7f51\u5740\/base64<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u6700\u591a 50 MB<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u5728 API \u8bf7\u6c42\u4e2d\u4f7f\u7528\u8f83\u77ed\u7684\u94fe\u63a5\u6216\u6258\u7ba1 URL<\/td><\/tr><tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u901a\u8fc7 Files API \u8bbf\u95ee\u89c6\u9891<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u6700\u9ad8 512 MB<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u5bf9\u4e8e\u8f83\u5927\u7684\u53d7\u652f\u6301\u89c6\u9891\u8f93\u5165\uff0c\u5efa\u8bae\u4f7f\u7528\u6587\u4ef6\u4e0a\u4f20\u65b9\u5f0f<\/td><\/tr><\/tbody><\/table><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u591a\u6a21\u5f0f\u652f\u6301\u5e76\u4e0d\u610f\u5473\u7740\u6bcf\u4e2a\u5ba2\u6237\u7aef\u5e93\u90fd\u80fd\u6b63\u786e\u5e8f\u5217\u5316\u6bcf\u4e2a\u5185\u5bb9\u5757\u3002\u8bf7\u9488\u5bf9\u60a8\u8ba1\u5212\u90e8\u7f72\u7684\u5177\u4f53 SDK\u3001\u5185\u5bb9\u683c\u5f0f\u548c\u7aef\u70b9\u8fdb\u884c\u6d4b\u8bd5\u3002\u8bf7\u5728\u60a8\u8fd9\u8fb9\u505a\u597d\u6587\u4ef6\u5927\u5c0f\u68c0\u67e5\uff0c\u4ee5\u514d\u4e00\u4e2a\u88ab\u62d2\u7edd\u7684 50 MB \u89c6\u9891\u5bfc\u81f4\u6536\u5230\u4ee4\u4eba\u56f0\u60d1\u7684\u901a\u7528 4xx \u54cd\u5e94\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u957f\u4e0a\u4e0b\u6587\u548c\u591a\u6a21\u6001\u7cfb\u7edf\u4e5f\u4f7f\u5f97\u6570\u636e\u5904\u7406\u53d8\u5f97\u66f4\u4e3a\u91cd\u8981\u3002\u5728\u53d1\u9001\u79c1\u6709\u4ed3\u5e93\u3001\u622a\u56fe\u6216\u89c6\u9891\u4e4b\u524d\uff0c\u8bf7\u5148\u6838\u5bf9\u60a8\u7684\u6570\u636e\u4fdd\u7559\u548c\u8bbf\u95ee\u5047\u8bbe\uff1b\u8fd9\u4e00\u70b9 <a href=\"https:\/\/www.glbgpt.com\/hub\/ai-data-privacy\/\">\u4eba\u5de5\u667a\u80fd\u6570\u636e\u9690\u79c1\u6307\u5357<\/a> \u8fd9\u662f\u4e00\u4efd\u7528\u4e8e\u8be5\u6b21\u5bf9\u8bdd\u7684\u5b9e\u7528\u68c0\u67e5\u6e05\u5355\u3002.<\/p>\n\n\n\n<h2 id=\"hands-on-tests\" class=\"wp-block-heading\">\u6211\u4eec\u7684GlobalGPT\u6d4b\u8bd5\u7ed3\u679c\u5982\u4e0b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">2026\u5e7410\u670826\u65e5\uff0c\u6211\u4eec\u6d4b\u8bd5\u4e86\u4e09\u9879\u5b9e\u9645\u4efb\u52a1\uff1a\u751f\u6210\u7cbe\u786e\u7684JSON\u54cd\u5e94\u3001\u4fee\u590dJavaScript\u8c03\u8bd5\u95ee\u9898\uff0c\u4ee5\u53ca\u4e09\u6b65\u5b8c\u6210HTTP 503\u6545\u969c\u8bca\u65ad\u3002\u6bcf\u9879\u4efb\u52a1\u5747\u6210\u529f\u5b8c\u6210\u3002\u4e0b\u6587\u7ed3\u679c\u662f\u8be5\u6d4b\u8bd5\u73af\u8282\u4e2d\u7684\u529f\u80fd\u6027\u89c2\u5bdf\u7ed3\u679c\uff0c\u5e76\u975e\u901a\u7528\u57fa\u51c6\u6d4b\u8bd5\u3002.<\/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\">\u6d4b\u8bd5<\/th><th style=\"padding:11px;text-align:left;background:#f8e9e6;border-bottom:1px solid #ead2ce\">\u4efb\u52a1<\/th><th style=\"padding:11px;text-align:left;background:#f8e9e6;border-bottom:1px solid #ead2ce\">\u7ed3\u679c<\/th><th style=\"padding:11px;text-align:left;background:#f8e9e6;border-bottom:1px solid #ead2ce\">\u89c2\u5bdf\u5230\u7684\u7528\u6cd5<\/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\">\u7cbe\u786e\u7684 JSON \u54cd\u5e94<\/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\u79d2 \u00b7 3,958\u4eba\u8ba2\u9605 \/ 17\u4eba\u5173\u6ce8<\/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\">JavaScript \u8c03\u8bd5<\/td><td style=\"padding:11px;border-bottom:1px solid #f0e0dd\">\u5df2\u8fd4\u56de <code>\u6570\u5b57(a) + \u6570\u5b57(b)<\/code> \u5e76\u8bb2\u89e3\u4e86\u5b57\u7b26\u4e32\u62fc\u63a5<\/td><td style=\"padding:11px;border-bottom:1px solid #f0e0dd\">11.976\u79d2 \u00b7 3,979 \u6761\u5165\u7ad9 \/ 511 \u6761\u51fa\u7ad9<\/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 \u9519\u8bef\u7684\u4e09\u6b65\u6392\u67e5\u6307\u5357<\/td><td style=\"padding:11px;border-bottom:1px solid #f0e0dd\">\u786e\u5b9a\u4e86\u53ef\u80fd\u7684\u539f\u56e0\uff0c\u5e76\u5efa\u8bae\u4e86\u540e\u7eed\u7684\u8bca\u65ad\u68c0\u67e5<\/td><td style=\"padding:11px;border-bottom:1px solid #f0e0dd\">11.954\u79d2 \u00b7 3,991 \u8fdb \/ 376 \u51fa<\/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=\"\u4e09\u9879\u5df2\u5b8c\u6210\u7684 MiniMax M3.1 Flash \u4efb\u52a1\u8fd0\u884c\u7684\u622a\u56fe\u5f0f\u6458\u8981\" style=\"display:block;width:100%;height:auto;border-radius:20px\"><figcaption style=\"margin-top:9px;color:#6d7771;font-size:13px\">\u6765\u81ea\u5b9e\u9645\u4efb\u52a1\u6d4b\u8bd5\u7684\u4efb\u52a1\u7ed3\u679c\u5feb\u7167\uff1a\u7cbe\u786e\u7684 JSON\u3001JavaScript \u8c03\u8bd5\u4ee5\u53ca HTTP 503 \u6545\u969c\u8bca\u65ad\u3002.<\/figcaption><\/figure>\n  <p style=\"margin:14px 0 0;font-size:13px;line-height:1.6;color:#6e5a6b\">\u4e09\u4ee3\u5747\u5df2\u5b8c\u6210\u3002\u5e73\u53f0\u5143\u6570\u636e\u62a5\u544a\u663e\u793a <code>\u5ba2\u6237\u6536\u8d39\u91d1\u989d\uff1a0<\/code> \u9488\u5bf9\u8fd9\u4e9b\u6d4b\u8bd5\u64cd\u4f5c\u3002\u8fd9\u53ea\u662f\u9488\u5bf9\u8be5\u5df2\u8ba4\u8bc1\u8d26\u6237\/\u4f1a\u8bdd\u7684\u89c2\u5bdf\u7ed3\u679c\uff0c\u5e76\u4e0d\u610f\u5473\u7740\u6bcf\u4f4d GlobalGPT \u7528\u6237\u90fd\u80fd\u81ea\u7531\u8bbf\u95ee\u3002.<\/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=\"\u5df2\u5b8c\u6210\u4e09\u9879 MiniMax M3.1 Flash \u5b9e\u9645\u4efb\u52a1\u68c0\u67e5\" style=\"display:block;width:100%;height:auto;border-radius:20px\"><figcaption style=\"margin-top:9px;color:#6d7771;font-size:13px\">\u4e09\u9879\u5b9e\u9645\u4efb\u52a1\u68c0\u6d4b\uff1a\u7cbe\u786e\u7684 JSON \u9a8c\u8bc1\u3001JavaScript \u8c03\u8bd5\u4ee5\u53ca HTTP 503 \u6545\u969c\u8bca\u65ad\u3002.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u662f\u4e00\u9879\u7b80\u77ed\u7684\u529f\u80fd\u6d4b\u8bd5\uff0c\u5e76\u975e\u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5\u3002\u5b83\u8868\u660e\uff0c\u5728\u8bb0\u5f55\u5f53\u65e5\uff0c\u7ecf\u8fc7\u9a8c\u8bc1\u7684\u8def\u7ebf\u80fd\u591f\u5904\u7406\u7cbe\u786e\u7684\u683c\u5f0f\u8bbe\u7f6e\u3001\u7b80\u77ed\u7684\u4ee3\u7801\u4fee\u6b63\u4ee5\u53ca\u591a\u6b65\u9aa4\u7684\u8bca\u65ad\u54cd\u5e94\u3002\u8be5\u6d4b\u8bd5\u65e0\u6cd5\u786e\u5b9a\u5e73\u5747\u5ef6\u8fdf\u3001\u541e\u5410\u91cf\u3001\u6574\u4f53\u7f16\u7801\u8d28\u91cf\uff0c\u4e5f\u65e0\u6cd5\u53cd\u6620\u8de8\u8d26\u6237\u7684\u7a33\u5b9a\u4ef7\u683c\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u5efa\u8bae\u5148\u4ece\u4e00\u4e2a\u5c0f\u89c4\u6a21\u7684\u8bf7\u6c42\u5f00\u59cb\uff0c\u786e\u8ba4\u6a21\u578b\u540d\u79f0\u548c\u8bf7\u6c42\u683c\u5f0f\uff0c\u5f85\u54cd\u5e94\u7ed3\u679c\u548c\u6210\u672c\u4e0e\u60a8\u7684\u5de5\u4f5c\u6d41\u7a0b\u5339\u914d\u540e\uff0c\u518d\u9010\u6b65\u6269\u5927\u89c4\u6a21\u3002.<\/p>\n\n\n\n<h2 id=\"free-access\" class=\"wp-block-heading\">\u514d\u8d39\u8bbf\u95ee\u3001M \u5957\u9910\u548c MiniMax \u4ee3\u7801<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cMiniMax M3.1 \u662f\u5426\u652f\u6301\u95ea\u5b58\uff1f\u201d\u8fd9\u53e5\u8bdd\u80cc\u540e\u9690\u85cf\u7740\u4e09\u4e2a\u4e0d\u540c\u7684\u95ee\u9898\u3002\u201d<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5b98\u65b9 API\uff1a<\/strong> \u5df2\u53d1\u5e03\u7684\u8def\u7ebf\u5305\u542b\u4ee3\u5e01\u4ef7\u683c\uff0c\u56e0\u6b64\u662f\u6309\u4f7f\u7528\u91cf\u8ba1\u8d39\uff0c\u800c\u975e\u5168\u9762\u514d\u8d39\u3002.<\/li>\n\n\n\n<li><strong>MiniMax \u4ea7\u54c1\uff1a<\/strong> MiniMax \u8868\u793a\uff0c\u8be5\u6a21\u578b\u53ef\u901a\u8fc7 M \u8ba1\u5212\u548c MiniMax \u4ee3\u7801\u83b7\u53d6\u3002\u8ba1\u5212\u5305\u542b\u8303\u56f4\u3001\u914d\u989d\u53ca\u533a\u57df\u53ef\u7528\u6027\u4e0e API \u8ba1\u8d39\u76f8\u4e92\u72ec\u7acb\u3002.<\/li>\n\n\n\n<li><strong>\u6258\u7ba1\u5e73\u53f0\uff1a<\/strong> \u6211\u4eec\u7684 GlobalGPT \u6d4b\u8bd5\u8d26\u6237\u663e\u793a\uff0c\u4e09\u8f6e\u5df2\u5b8c\u6210\u7684\u4ea4\u6613\u4e2d\u5ba2\u6237\u8d39\u7528\u4e3a\u96f6\u3002\u8fd9\u4e00\u89c2\u5bdf\u7ed3\u679c\u5e76\u4e0d\u610f\u5473\u7740\u8bbe\u7acb\u4e86\u6c38\u4e45\u6027\u7684\u514d\u8d39\u6863\u4f4d\u3001\u516c\u5f00\u914d\u989d\uff0c\u6216\u4e3a\u6bcf\u4e2a\u8d26\u6237\u63d0\u4f9b\u514d\u8d39\u8bbf\u95ee\u6743\u9650\u3002.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u60a8\u60f3\u5728\u4e0d\u914d\u7f6e\u76f4\u63a5 API \u5bc6\u94a5\u7684\u60c5\u51b5\u4e0b\u4f53\u9a8c\u6258\u7ba1\u8bbf\u95ee\u529f\u80fd\uff0c\u8bf7\u4f7f\u7528 <a href=\"https:\/\/www.glbgpt.com\/hub\/all-in-one-ai-models\/\">\u5168\u80fd\u578b AI \u6a21\u578b\u6307\u5357<\/a> \u5728\u6bd4\u8f83\u5404\u5e73\u53f0\u7684\u5de5\u4f5c\u6d41\u7a0b\u65f6\uff0c\u8bf7\u5728\u8fdb\u884c\u5927\u89c4\u6a21\u64cd\u4f5c\u524d\u6838\u5b9e\u5f53\u524d\u7684\u6a21\u578b\u5361\u548c\u8d26\u6237\u6761\u6b3e\u3002\u5728\u5f04\u6e05\u695a\u6bcf\u5355\u4f4d\u80fd\u8d2d\u4e70\u4ec0\u4e48\u4e4b\u524d\uff0c\u8bf7\u52ff\u5c06\u5e73\u53f0\u7684\u79ef\u5206\u4e0eMiniMax\u4ee3\u5e01\u7684\u4ef7\u683c\u8fdb\u884c\u6bd4\u8f83\u3002.<\/p>\n\n\n\n<h2 id=\"m31-vs-m3\" class=\"wp-block-heading\">M3.1 Flash \u4e0e M3 \u5bf9\u6bd4<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">M3.1 Flash \u662f\u7ecf\u6838\u67e5\u7684 2026 \u5e74 10 \u6708\u8d44\u6599\u4e2d\u8f83\u65b0\u7684 Flash \u54c1\u724c\u7248\u672c\u3002\u56e0\u6b64\uff0c\u4ee5\u4e0b\u5bf9\u6bd4\u5177\u6709\u5b9e\u9645\u53c2\u8003\u4ef7\u503c\uff1a\u60a8\u662f\u5e0c\u671b\u91c7\u7528\u8f83\u65b0\u7684\u3001\u4ee5 1M \u4e0a\u4e0b\u6587\u4e3a\u57fa\u7840\u3001\u6ce8\u91cd\u901f\u5ea6\u7684\u6a21\u578b\u53ca\u5176\u5df2\u8bb0\u5f55\u7684\u601d\u7ef4\u63a7\u5236\u673a\u5236\uff0c\u8fd8\u662f\u7ee7\u7eed\u7ef4\u62a4\u4e00\u4e2a\u5df2\u7ecf\u8fc7\u8c03\u4f18\u548c\u9a8c\u8bc1\u7684\u73b0\u6709 M3 \u96c6\u6210\u65b9\u6848\uff1f<\/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\">\u51b3\u7b56\u70b9<\/th><th style=\"padding:11px;text-align:left;background:#edf0f7;border-bottom:1px solid #d9deea\">M3.1 \u95ea\u7535<\/th><th style=\"padding:11px;text-align:left;background:#edf0f7;border-bottom:1px solid #d9deea\">\u73b0\u6709\u7684 M3 \u5de5\u4f5c\u6d41<\/th><\/tr><\/thead><tbody><tr><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\u80cc\u666f\u4e0e\u63a8\u7406<\/td><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">1M \u80cc\u666f\uff1b\u59cb\u7ec8\u4fdd\u6301\u601d\u8003\uff0c\u5e76\u91c7\u7528\u4e94\u79cd\u52aa\u529b\u7a0b\u5ea6<\/td><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\u4fdd\u7559\u60a8\u5df2\u7ecf\u6d4b\u8bd5\u8fc7\u7684\u884c\u4e3a<\/td><\/tr><tr><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\u8fc1\u79fb\u98ce\u9669<\/td><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\u9a8c\u8bc1\u63d0\u793a\u8bcd\u3001\u5de5\u5177\u6a21\u5f0f\u3001JSON \u5951\u7ea6\u548c\u4ee4\u724c\u9884\u7b97<\/td><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\u5982\u679c\u5f53\u524d\u7684\u96c6\u6210\u72b6\u6001\u7a33\u5b9a\uff0c\u5219\u51cf\u5c11\u5373\u65f6\u7684\u53d8\u66f4<\/td><\/tr><tr><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\u6700\u4f73\u4e0b\u4e00\u6b65<\/td><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\u5728\u60a8\u7684\u5b9e\u9645\u5de5\u4f5c\u8d1f\u8f7d\u4e0a\u8fd0\u884c\u5e76\u884c\u6837\u672c\u6d4b\u8bd5<\/td><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\u5728\u65b0\u8def\u7531\u901a\u8fc7\u9a8c\u6536\u6d4b\u8bd5\u4e4b\u524d\uff0c\u5c06\u5176\u4f5c\u4e3a\u5907\u7528\u65b9\u6848\u4fdd\u7559<\/td><\/tr><\/tbody><\/table><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">MiniMax\u5df2\u516c\u5f00\u7684\u6750\u6599\u4e2d\u5e76\u672a\u63d0\u4f9b\u4e00\u4efdM3\u4e0eM3.1\u7248\u672c\u4e4b\u95f4\u5b8c\u5168\u5bf9\u7b49\u7684Flash\u8bc4\u5206\u5bf9\u7167\u8868\u3002\u56e0\u6b64\uff0c\u4e0a\u6587\u7684\u6bd4\u8f83\u4fa7\u91cd\u4e8e\u5df2\u8bb0\u5f55\u7684\u63a5\u53e3\u548c\u8fc1\u79fb\u51b3\u7b56\uff0c\u800c\u975e\u51ed\u7a7a\u786e\u5b9a\u4e00\u4e2a\u6570\u503c\u4e0a\u7684\u4f18\u80dc\u8005\u3002.<\/p>\n\n\n\n<h2 id=\"who-should-use-it\" class=\"wp-block-heading\">\u8c01\u5e94\u8be5\u4f7f\u7528\u5b83\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5408\u8eab\uff1a<\/strong> \u5f00\u53d1\u4eba\u5458\u6b63\u5728\u6784\u5efa\u4ee3\u7406\u3001\u7f16\u7801\u52a9\u624b\u3001\u4ee3\u7801\u5e93\u5206\u6790\u5668\u3001\u8ba1\u7b97\u673a\u4f7f\u7528\u6d41\u7a0b\uff0c\u6216\u662f\u80fd\u591f\u4ece\u53ef\u8c03\u8282\u7684\u63a8\u7406\u5de5\u4f5c\u91cf\u548c\u5de5\u5177\u8c03\u7528\u4e2d\u53d7\u76ca\u7684\u957f\u4e0a\u4e0b\u6587\u5de5\u4f5c\u6d41\u3002\u8f83\u4f4e\u7684\u76f4\u63a5\u8f93\u5165\u901f\u7387\u4e5f\u4f7f\u5176\u5728\u7f13\u5b58\u7b56\u7565\u5408\u7406\u7684\u60c5\u51b5\u4e0b\uff0c\u9002\u7528\u4e8e\u91cd\u590d\u8fdb\u884c\u5927\u91cf\u4f9d\u8d56\u4e0a\u4e0b\u6587\u7684\u5b9e\u9a8c\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8bf7\u6ce8\u610f\uff1a<\/strong> \u9700\u8981\u7a33\u5b9a\u4e14\u7ecf\u8fc7\u72ec\u7acb\u9a8c\u8bc1\u7684\u57fa\u51c6\u6d4b\u8bd5\u3001\u6709\u4fdd\u969c\u7684\u514d\u8d39\u5957\u9910\uff0c\u6216\u8de8\u6240\u6709\u670d\u52a1\u5546\u7edf\u4e00\u517c\u5bb9\u6027\u7aef\u70b9\u7684\u56e2\u961f\u3002\u5728\u5c06\u751f\u4ea7\u6d41\u91cf\u8fc1\u79fb\u4e4b\u524d\uff0c\u8bf7\u6d4b\u8bd5\u7ed3\u6784\u5316\u8f93\u51fa\u3001\u5de5\u5177\u8c03\u7528\u53c2\u6570\u3001\u9519\u8bef\u5904\u7406\u4ee5\u53ca\u786e\u5207\u7684\u533a\u57df\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e3a\u4e86\u8fdb\u884c\u66f4\u5168\u9762\u7684\u8bc4\u4f30\uff0c\u8bf7\u5c06\u6a21\u578b\u6d4b\u8bd5\u4e0e\u60a8\u7684\u5b9e\u9645\u6570\u636e\u5206\u6790\u6216\u7f16\u7801\u5de5\u4f5c\u6d41\u7a0b\u76f8\u7ed3\u5408\u3002\u8be5 <a href=\"https:\/\/www.glbgpt.com\/hub\/best-ai-tools-for-data-analysis-tested\/\">\u7ecf\u8fc7\u6d4b\u8bd5\u7684AI\u6570\u636e\u5206\u6790\u5de5\u5177\u6307\u5357<\/a> \u8fd9\u63d0\u9192\u6211\u4eec\uff0c\u4ec5\u51ed\u6a21\u578b\u5f97\u5206\u5e76\u4e0d\u80fd\u8861\u91cf\u6574\u4e2a\u5de5\u4f5c\u6d41\u7684\u8d28\u91cf\u3002.<\/p>\n\n\n\n<h2 id=\"verdict\" class=\"wp-block-heading\">\u5224\u51b3<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">MiniMax M3.1 Flash \u662f\u4e00\u6b3e\u503c\u5f97\u4fe1\u8d56\u4e14\u6210\u672c\u4f4e\u5ec9\u7684\u9009\u9879\uff0c\u9002\u7528\u4e8e\u4ee3\u7406\u7f16\u7801\u548c\u957f\u4e0a\u4e0b\u6587\u4efb\u52a1\u3002 \u5176\u76f4\u63a5API\u4ef7\u683c\u6613\u4e8e\u5efa\u6a21\uff0c\u517c\u5bb9\u6027\u5c42\u51cf\u5c11\u4e86\u8fc1\u79fb\u5de5\u4f5c\u91cf\uff0c\u4e14\u6587\u6863\u4e2d\u8bb0\u8f7d\u7684\u591a\u6a21\u6001\u652f\u6301\u548c\u5de5\u5177\u652f\u6301\u4f7f\u5176\u6bd4\u4ec5\u652f\u6301\u6587\u672c\u7684\u201c\u5feb\u901f\u201d\u6a21\u578b\u66f4\u4e3a\u5b9e\u7528\u3002\u6700\u6709\u529b\u7684\u8bc1\u636e\u5728\u4e8e\u5b98\u65b9\u63a5\u53e3\u7ec6\u8282\u4e0e\u4e09\u9879\u5df2\u5b8c\u6210\u7684\u529f\u80fd\u6d4b\u8bd5\u76f8\u7ed3\u5408\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u660e\u786e\u754c\u9650\uff1aMiniMax\u62a5\u544a\u7684\u57fa\u51c6\u6d4b\u8bd5\u5206\u6570\u5e76\u975e\u72ec\u7acb\u6d4b\u91cf\u7ed3\u679c\uff0c\u4e14\u89c2\u5bdf\u5230\u7684\u96f6\u8d39\u7528\u7ed3\u679c\u4ec5\u9002\u7528\u4e8e\u8be5\u6b21\u6d4b\u8bd5\u4f1a\u8bdd\u3002\u5efa\u8bae\u5148\u8fdb\u884c\u5c0f\u89c4\u6a21\u7684\u5e76\u884c\u6d4b\u8bd5\uff0c\u53ea\u6709\u5728\u786e\u8ba4\u63d0\u793a\u3001\u5de5\u5177\u3001\u9884\u7b97\u548c\u8bbf\u95ee\u8def\u5f84\u5747\u7b26\u5408\u5e94\u7528\u7a0b\u5e8f\u9700\u6c42\u540e\uff0c\u518d\u8fdb\u884c\u6269\u5c55\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u60a8\u60f3\u8981\u4e00\u4e2a\u6258\u7ba1\u5f0f\u7684\u5165\u95e8\u65b9\u6848\uff0c, <a href=\"https:\/\/www.glbgpt.com\/home?inviter=hub_popup&amp;login=1\"><strong>\u6253\u5f00 GlobalGPT \u5de5\u4f5c\u533a<\/strong><\/a> \u5e76\u5728\u63d0\u4ea4\u751f\u4ea7\u4efb\u52a1\u524d\uff0c\u68c0\u67e5\u5f53\u524d\u7684 MiniMax M3.1 \u95ea\u5b58\u578b\u53f7\u5361\u3002.<\/p>\n\n\n\n<h2 id=\"faq\" class=\"wp-block-heading\">\u5e38\u89c1\u95ee\u9898<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u4ec0\u4e48\u662f MiniMax M3.1 \u95ea\u5b58\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">MiniMax M3.1 Flash \u662f\u4e00\u6b3e\u4e8e 2026 \u5e74 10 \u6708 19 \u65e5\u53d1\u5e03\u7684 1M \u4e0a\u4e0b\u6587\u63a8\u7406\u6a21\u578b\uff0c\u9002\u7528\u4e8e\u4ee3\u7406\u7f16\u7801\u3001\u8ba1\u7b97\u673a\u4f7f\u7528\u3001\u5de5\u5177\u8c03\u7528\u3001\u7f51\u7edc\u5b89\u5168\u53ca\u5176\u4ed6\u957f\u4e0a\u4e0b\u6587\u5de5\u4f5c\u6d41\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">MiniMax M3.1 \u95ea\u5b58\u7684\u4ef7\u683c\u662f\u591a\u5c11\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">2026\u5e7410\u670826\u65e5\u67e5\u8be2\u5230\u7684\u5b98\u65b9API\u8d39\u7387\u4e3a\uff1a\u6bcf\u767e\u4e07\u8f93\u5165\u4ee3\u5e01$0.15\uff0c\u6bcf\u767e\u4e07\u8f93\u51fa\u4ee3\u5e01$0.60\uff0c\u6bcf\u767e\u4e07\u7f13\u5b58\u8f93\u5165\u4ee3\u5e01$0.015\u3002 \u8fd9\u4e9b\u662f\u76f4\u63a5\u7684 MiniMax API \u8d39\u7387\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">MiniMax M3.1 Flash \u662f\u5426\u5177\u6709 1M \u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u662f\u7684\u3002MiniMax \u7684\u5b98\u65b9\u8c03\u7528\u6307\u5357\u4e2d\u5217\u51fa\u4e86 1M \u4ee4\u724c\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u3002\u60a8\u5b9e\u9645\u53ef\u7528\u7684\u4e0a\u4e0b\u6587\u957f\u5ea6\u4ecd\u53d6\u51b3\u4e8e\u7aef\u70b9\u3001\u8bf7\u6c42\u683c\u5f0f\u3001\u5de5\u5177\u6709\u6548\u8f7d\u8377\u4ee5\u53ca\u8f93\u51fa\u914d\u989d\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6211\u80fd\u901a\u8fc7 OpenAI SDK \u8c03\u7528\u5b83\u5417\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u662f\u7684\u3002MiniMax \u8bb0\u5f55\u4e86\u4e00\u4e2a\u4e0e OpenAI \u517c\u5bb9\u7684\u57fa\u51c6 URL \u4ee5\u53ca\u6a21\u578b ID MiniMax-M3.1-Flash\u3002\u8bb0\u5f55\u7684\u63a7\u5236\u9879\u5305\u62ec reasoning_effort \u548c max_completion_tokens\uff1b\u5728\u6295\u5165\u751f\u4ea7\u4f7f\u7528\u524d\uff0c\u8bf7\u9a8c\u8bc1\u786e\u5207\u7684\u8def\u5f84\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6211\u53ef\u4ee5\u4f7f\u7528\u4e0e Anthropic \u517c\u5bb9\u7684 API \u5417\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u662f\u7684\u3002MiniMax \u8bb0\u5f55\u4e86\u4e00\u6761\u4e0e Anthropic \u517c\u5bb9\u7684\u6d88\u606f\u8def\u7531\uff0c\u8be5\u8def\u7531\u4f7f\u7528 output_config.effort \u8868\u793a\u201c\u601d\u8003\u52aa\u529b\u201d\uff0c\u5e76\u5305\u542b\u6587\u672c\u3001\u56fe\u50cf\u3001\u89c6\u9891\u548c\u5de5\u5177\u5185\u5bb9\u5757\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">MiniMax M3.1 \u662f\u5426\u4e0d\u5e26\u95ea\u5b58\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u5df2\u6838\u67e5\u7684\u6765\u6e90\u4e2d\uff0c\u5e76\u672a\u51fa\u73b0\u5173\u4e8e\u901a\u7528\u514d\u8d39 API \u7684\u58f0\u660e\u3002MiniMax \u5217\u51fa\u4e86\u4ed8\u8d39\u4ee4\u724c\u8d39\u7387\uff0c\u5e76\u660e\u786e\u5c06\u201cM \u8ba1\u5212\u201d\u548c\u201cMiniMax \u4ee3\u7801\u201d\u5217\u4e3a\u8bbf\u95ee\u9014\u5f84\u3002\u4e09\u8f6e\u6d4b\u8bd5\u4e2d\uff0c\u6d4b\u8bd5\u65f6\u672a\u4ea7\u751f\u4efb\u4f55\u8d39\u7528\uff1b\u4f46\u8fd9\u4e00\u7ed3\u679c\u53ef\u80fd\u56e0\u5957\u9910\u548c\u8d26\u6237\u7684\u4e0d\u540c\u800c\u6709\u6240\u5dee\u5f02\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">GlobalGPT\u6d4b\u8bd5\u7ed3\u679c\u663e\u793a\u4e86\u4ec0\u4e48\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6210\u529f\u5b8c\u6210\u4e86\u4e09\u9879\u5b9e\u9645\u4efb\u52a1\u7684\u8fd0\u884c\uff1a\u7cbe\u786e JSON \u5904\u7406\u3001JavaScript \u8c03\u8bd5\u4ee5\u53ca\u4e09\u6b65 HTTP 503 \u6545\u969c\u8bca\u65ad\u3002\u89c2\u6d4b\u5230\u7684\u8017\u65f6\u5206\u522b\u4e3a 5.757\u300111.976 \u548c 11.954 \u79d2\uff1b\u8fd9\u4e9b\u662f\u5355\u6b21\u8fd0\u884c\u7684\u89c2\u6d4b\u7ed3\u679c\uff0c\u5e76\u975e\u5ef6\u8fdf\u57fa\u51c6\u6d4b\u8bd5\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u591a\u6a21\u6001\u8f93\u5165\u7684\u9650\u5236\u6709\u54ea\u4e9b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5df2\u6838\u67e5\u7684 API \u53c2\u8003\u8d44\u6599\u4e2d\u5217\u51fa\u4e86\u5927\u5c0f\u4e0d\u8d85\u8fc7 10 MB \u7684\u56fe\u7247\u3001\u5927\u5c0f\u4e0d\u8d85\u8fc7 50 MB \u7684\u89c6\u9891 URL \u6216 base64 \u7f16\u7801\uff0c\u4ee5\u53ca\u901a\u8fc7 Files API \u4f20\u8f93\u3001\u5927\u5c0f\u4e0d\u8d85\u8fc7 512 MB \u7684\u89c6\u9891\u3002\u5728\u53d1\u9001\u751f\u4ea7\u73af\u5883\u5a92\u4f53\u6587\u4ef6\u4e4b\u524d\uff0c\u8bf7\u786e\u8ba4\u5f53\u524d\u7684\u7aef\u70b9\u548c\u5ba2\u6237\u7aef\u5e8f\u5217\u5316\u65b9\u5f0f\u3002.<\/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\/zh\/wp-json\/wp\/v2\/posts\/21129","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp.glbgpt.com\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wp.glbgpt.com\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wp.glbgpt.com\/zh\/wp-json\/wp\/v2\/users\/16"}],"replies":[{"embeddable":true,"href":"https:\/\/wp.glbgpt.com\/zh\/wp-json\/wp\/v2\/comments?post=21129"}],"version-history":[{"count":5,"href":"https:\/\/wp.glbgpt.com\/zh\/wp-json\/wp\/v2\/posts\/21129\/revisions"}],"predecessor-version":[{"id":21162,"href":"https:\/\/wp.glbgpt.com\/zh\/wp-json\/wp\/v2\/posts\/21129\/revisions\/21162"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wp.glbgpt.com\/zh\/wp-json\/wp\/v2\/media\/21148"}],"wp:attachment":[{"href":"https:\/\/wp.glbgpt.com\/zh\/wp-json\/wp\/v2\/media?parent=21129"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wp.glbgpt.com\/zh\/wp-json\/wp\/v2\/categories?post=21129"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wp.glbgpt.com\/zh\/wp-json\/wp\/v2\/tags?post=21129"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}