{"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\/zh-hk\/hub\/minimax-m3-1-flash-guide","title":{"rendered":"MiniMax M3.1 \u5feb\u9583\u8a18\u61b6\u9ad4\u6307\u5357\uff1aAPI\u3001\u5b9a\u50f9\u3001\u6548\u80fd\u57fa\u6e96\u3001\u53c3\u6578\u53ca\u514d\u8cbb\u5b58\u53d6"},"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\">\u5feb\u901f\u56de\u7b54<\/div>\n  <h2 style=\"margin:15px 0 10px;font-size:clamp(25px,4vw,38px);line-height:1.12\">\u4e00\u7a2e\u9069\u7528\u65bc\u9577\u4e0a\u4e0b\u6587\u4ee3\u7406\u4efb\u52d9\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 \u65bc 2026 \u5e74 10 \u6708 19 \u65e5\u6b63\u5f0f\u63a8\u51fa\uff0c\u5177\u5099 100 \u842c\u500b\u4ee3\u5e63\u7684\u4e0a\u4e0b\u6587\u8996\u7a97\u3001\u53ef\u8abf\u6574\u7684\u601d\u8003\u96e3\u5ea6\u3001\u591a\u6a21\u614b\u8f38\u5165\u4ee5\u53ca\u5de5\u5177\u652f\u63f4\u3002\u6211\u5011\u6e2c\u8a66\u4e86\u4e09\u9805\u5be6\u969b\u4efb\u52d9\u2014\u2014\u7cbe\u78ba JSON\u3001JavaScript \u9664\u932f\u4ee5\u53ca HTTP 503 \u932f\u8aa4\u8a3a\u65b7\u2014\u2014\u9019\u4e09\u9805\u4efb\u52d9\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\">\u4e0a\u4e0b\u6587<\/div><div style=\"margin-top:5px;font-size:29px;font-weight:850;color:#2b6a4b\">1M<\/div><div style=\"font-size:13px;color:#6e8178\">\u4ee3\u5e63<\/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\u50f9\u683c<\/div><div style=\"margin-top:5px;font-size:29px;font-weight:850\">$0.15<\/div><div style=\"font-size:13px;color:#d3ebdc\">\u6bcf 100 \u842c\u679a\u4ee3\u5e63<\/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\">\u5be6\u969b\u4efb\u52d9<\/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\">\u82e5\u60a8\u6b63\u5728\u6bd4\u8f03\u7528\u65bc\u7de8\u78bc\u3001\u5de5\u5177\u4f7f\u7528\u6216\u9577\u7bc7\u6587\u4ef6\u8655\u7406\u7684\u4f4e\u6210\u672c\u4ee3\u7406\u6a21\u578b\uff0c\u672c\u6307\u5357\u5c07\u5be6\u7528\u8cc7\u8a0a\u5f59\u6574\u65bc\u6b64\uff1a\u8a72\u6a21\u578b\u80fd\u505a\u4ec0\u9ebc\u3001\u5b98\u65b9\u8a55\u5206\u5be6\u969b\u4ee3\u8868\u4ec0\u9ebc\u3001\u5982\u4f55\u8abf\u7528\u8a72\u6a21\u578b\u3001\u5982\u4f55\u4f30\u7b97\u6210\u672c\uff0c\u4ee5\u53ca\u76ee\u524d\u53ef\u5728\u54ea\u4e9b\u5730\u65b9\u53d6\u5f97\u5b58\u53d6\u6b0a\u9650\u3002\u60a8\u4e5f\u53ef\u4ee5\u6bd4\u8f03\u66f4\u5ee3\u6cdb\u7684 <a href=\"https:\/\/www.glbgpt.com\/hub\/best-ai-model-for-coding\/\">\u6700\u9069\u5408\u7de8\u78bc\u7684 AI \u6a21\u578b<\/a> \u5728\u9078\u64c7\u9810\u8a2d\u503c\u4e4b\u524d\uff0c\u8acb\u5148\u67e5\u770b\u6e05\u55ae\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>\u8acb\u5728 GlobalGPT \u4e0a\u5617\u8a66 MiniMax M3.1 \u97cc\u9ad4<\/strong><\/a> \u900f\u904e\u901a\u7528\u6a21\u578b\u5de5\u4f5c\u5340\u3002\u672c\u6587\u6240\u4f7f\u7528\u7684\u7d93\u8a8d\u8b49\u6e2c\u8a66\u8def\u5f91\u5c07\u8a72\u6a21\u578b\u6a19\u793a\u70ba\u300cMiniMax M3.1 Flash\u300d\uff1b\u5e73\u53f0\u6388\u6b0a\u6b0a\u9650\u8207\u6a21\u578b\u53ef\u7528\u6027\u53ef\u80fd\u56e0\u5e33\u6236\u53ca\u5730\u5340\u800c\u7570\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 \u5100\u8868\u677f\" 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\u8a66\u7528 100 \u591a\u7a2e\u9802\u7d1a\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\u9ebc\u662f MiniMax M3.1 \u5feb\u9583\u8a18\u61b6\u9ad4\uff1f<\/a><\/li>\n\n\n\n<li><a href=\"#benchmarks\">\u5b98\u65b9\u57fa\u6e96\u6e2c\u8a66\u8207\u901f\u5ea6\u5ba3\u7a31<\/a><\/li>\n\n\n\n<li><a href=\"#pricing\">API \u5b9a\u50f9\u8207\u6210\u672c\u7bc4\u4f8b<\/a><\/li>\n\n\n\n<li><a href=\"#api-setup\">API \u8a2d\u5b9a\uff1a\u76f8\u5bb9\u65bc OpenAI \u53ca Anthropic<\/a><\/li>\n\n\n\n<li><a href=\"#parameters-and-modalities\">\u53c3\u6578\u3001\u601d\u7dad\u3001\u5de5\u5177\u8207\u591a\u6a21\u614b\u7684\u9650\u5236<\/a><\/li>\n\n\n\n<li><a href=\"#hands-on-tests\">\u6211\u5011\u7684 GlobalGPT \u6e2c\u8a66\u7d50\u679c\u5982\u4e0b<\/a><\/li>\n\n\n\n<li><a href=\"#free-access\">\u514d\u8cbb\u5b58\u53d6\u3001M \u65b9\u6848\u53ca MiniMax \u4ee3\u78bc<\/a><\/li>\n\n\n\n<li><a href=\"#m31-vs-m3\">M3.1 Flash \u5c0d\u6bd4 M3<\/a><\/li>\n\n\n\n<li><a href=\"#who-should-use-it\">\u8ab0\u9069\u5408\u4f7f\u7528\u5b83\uff1f<\/a><\/li>\n\n\n\n<li><a href=\"#verdict\">\u5224\u6c7a<\/a><\/li>\n\n\n\n<li><a href=\"#faq\">\u5e38\u898b\u554f\u984c<\/a><\/li>\n<\/ul>\n\n\n\n<h2 id=\"what-is-minimax-m31-flash\" class=\"wp-block-heading\">\u4ec0\u9ebc\u662f MiniMax M3.1 \u5feb\u9583\u8a18\u61b6\u9ad4\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">MiniMax M3.1 Flash \u662f\u8a72\u516c\u53f8\u5c08\u70ba\u7a0b\u5f0f\u7de8\u5beb\u3001\u96fb\u8166\u4f7f\u7528\u5de5\u4f5c\u6d41\u7a0b\u3001\u5de5\u5177\u547c\u53eb\u3001\u7db2\u8def\u5b89\u5168\u4efb\u52d9\u4ee5\u53ca\u9577\u4e0a\u4e0b\u6587\u63a8\u7406\u6240\u8a2d\u8a08\u7684\u9ad8\u901f\u4ee3\u7406\u5c0e\u5411\u6a21\u578b\u3002\u8a72 <a href=\"https:\/\/www.minimax.io\/blog\/minimax-m31f\">\u767c\u4f48\u516c\u544a<\/a> \u5c07\u767c\u884c\u65e5\u671f\u5b9a\u70ba 2026 \u5e74 10 \u6708 19 \u65e5\uff0c\u800c\u8a72 <a href=\"https:\/\/platform.minimax.io\/docs\/guides\/text-generation.md\">\u5b98\u65b9\u7948\u79b1\u6307\u5357<\/a> \u5217\u51fa\u4e00\u500b 100 \u842c\u500b\u4ee3\u5e63\u7684\u4e0a\u4e0b\u6587\u8996\u7a97\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u300cFlash\u300d\u4e00\u8a5e\u7528\u4f86\u63cf\u8ff0\u8a72\u6a21\u578b\u7684\u901f\u5ea6\u8207\u6210\u672c\u5b9a\u4f4d\uff0c\u4e26\u975e\u6307\u4e00\u7a2e\u7368\u7acb\u7684\u3001\u50c5\u9650\u804a\u5929\u529f\u80fd\u7684\u8f15\u91cf\u7d1a\u6a21\u5f0f\u3002\u601d\u8003\u529f\u80fd\u9810\u8a2d\u70ba\u555f\u7528\u72c0\u614b\uff0c\u4e14\u6839\u64da\u6587\u4ef6\u8a18\u8f09\u7684 API \u884c\u70ba\uff0c\u7121\u6cd5\u5c07\u5176\u95dc\u9589\u3002\u60a8\u53ef\u4ee5\u9078\u64c7\u601d\u8003\u7684\u6295\u5165\u7a0b\u5ea6\uff0c\u85c9\u6b64\u5728\u56de\u61c9\u6df1\u5ea6\u3001\u5ef6\u9072\u8207\u8f38\u51fa\u6210\u672c\u4e4b\u9593\u53d6\u5f97\u5be6\u7528\u7684\u6b0a\u8861\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u4f7f\u5f97\u8a72\u6a21\u578b\u5728\u8655\u7406\u5132\u5b58\u5eab\u4efb\u52d9\u3001\u7d50\u69cb\u5316\u898f\u5283\u3001API \u7591\u96e3\u6392\u89e3\uff0c\u4ee5\u53ca\u9700\u8981\u5728\u55ae\u4e00\u56de\u5408\u4e2d\u4fdd\u7559\u5927\u91cf\u4e0a\u4e0b\u6587\u7684\u4ee3\u7406\u7a0b\u5f0f\u6642\uff0c\u90fd\u986f\u5f97\u76f8\u7576\u6709\u5438\u5f15\u529b\u3002\u4e0d\u904e\uff0c\u4ecd\u503c\u5f97\u6839\u64da\u5de5\u4f5c\u8ca0\u8f09\u4f86\u9078\u64c7\u5408\u9069\u7684\u6a21\u578b\uff1a\u82e5\u8981\u4e86\u89e3\u4e00\u500b\u5be6\u7528\u7684\u6a21\u578b\u9078\u64c7\u6846\u67b6\uff0c\u8acb\u53c3\u95b1\u6b64\u8655 <a href=\"https:\/\/www.glbgpt.com\/hub\/best-ai-models\/\">\u6700\u4f73 AI \u6a21\u578b\u6307\u5357<\/a> \u4e26\u6bd4\u8f03\u60a8\u6240\u9762\u81e8\u7684\u7279\u5b9a\u5de5\u5177\u6216\u7de8\u78bc\u9650\u5236\u3002.<\/p>\n\n\n\n<h2 id=\"benchmarks\" class=\"wp-block-heading\">\u5b98\u65b9\u57fa\u6e96\u6e2c\u8a66\u8207\u901f\u5ea6\u5ba3\u7a31<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u7bc7\u767c\u4f48\u6587\u7ae0\u516c\u5e03\u4e86\u4ee5\u4e0b\u5206\u6578\u548c\u6392\u540d\u3002\u5b83\u5011\u5206\u5225\u662f\uff1a <strong>MiniMax \u6240\u5831\u544a\u7684<\/strong> \u9019\u4e9b\u6578\u64da\u4e26\u975e\u672c\u6587\u4e2d\u7368\u7acb\u91cd\u73fe\u7684\u7d50\u679c\u3002\u6b63\u78ba\u7684\u89e3\u8b80\u65b9\u5f0f\u61c9\u662f\u5c07\u5176\u8996\u70ba\u670d\u52d9\u4f9b\u61c9\u5546\u6240\u767c\u5e03\u7684\u5be6\u8b49\u8207\u4efb\u52d9\u6db5\u84cb\u7bc4\u570d\uff0c\u800c\u975e\u627f\u8afe\u6bcf\u500b\u63d0\u793a\u90fd\u80fd\u5339\u914d\u6392\u884c\u699c\u4e0a\u7684\u7d50\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 \u6240\u5831\u544a\u7684<\/span>\n    <span style=\"color:#64746d;font-size:13px\">\u767c\u4f48\u6587\u7ae0\u5df2\u65bc 2026 \u5e74 10 \u6708 26 \u65e5\u6838\u5c0d<\/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\">\u8a55\u4f30\u6216\u4e3b\u5f35<\/th><th style=\"padding:11px;text-align:left;background:#e9f3ec;border-bottom:1px solid #cbdccf\">\u5df2\u767c\u8868\u7684\u7d50\u679c<\/th><th style=\"padding:11px;text-align:left;background:#e9f3ec;border-bottom:1px solid #cbdccf\">\u8a72\u5982\u4f55\u89e3\u8b80\u9019\u4e00\u9ede<\/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 \u56de\u5831\u7684\u5de5\u5177\u5c0e\u5411\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\">\u8edf\u9ad4\u5de5\u7a0b\u57fa\u6e96\u6e2c\u8a66\u7684\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\">\u96fb\u8166\u4f7f\u7528\u4efb\u52d9\u7684\u57f7\u884c\u60c5\u5883<\/td><\/tr>\n        <tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">\u7279\u5de5\u7684\u6700\u5f8c\u4e00\u5834\u8003\u8a66<\/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\u8a55\u4f30\u60c5\u5883<\/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\">\u7db2\u8def\u5b89\u5168\u4efb\u52d9\u80cc\u666f<\/td><\/tr>\n        <tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">\u8f38\u51fa\u901f\u5ea6<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\"><strong>\u5cf0\u503c\u8d85\u904e 200 TPS\uff1bP50 \u503c\u8d85\u904e 170 TPS<\/strong><\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe5\">\u6b64\u70ba\u670d\u52d9\u4f9b\u61c9\u5546\u6240\u5831\u544a\u7684\u541e\u5410\u91cf\u6578\u64da\uff0c\u4e26\u975e\u6211\u5011\u7684\u5ef6\u9072\u6e2c\u8a66\u7d50\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 \u5831\u544a\u7684\u57fa\u6e96\u6e2c\u8a66\u5feb\u7167\" style=\"display:block;width:100%;height:auto;border-radius:20px\"><figcaption style=\"margin-top:9px;color:#6d7771;font-size:13px\">\u6b64\u70ba MiniMax \u6240\u5831\u544a\u7684\u57fa\u6e96\u6e2c\u8a66\u5feb\u7167\uff1b\u672c\u6587\u4e26\u672a\u5c07\u5176\u8996\u70ba\u4e00\u9805\u7368\u7acb\u7684\u91cd\u8dd1\u6e2c\u8a66\u3002.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u4e9b\u6578\u5b57\u4e26\u7121\u6cd5\u544a\u8a34\u60a8\u55ae\u6b21\u5132\u5b58\u5eab\u4fee\u5fa9\u7684\u6210\u672c\u3001\u60a8\u6240\u5728\u5340\u57df\u7684\u5ef6\u9072\uff0c\u6216\u662f\u6a21\u578b\u8207\u60a8\u5de5\u5177\u7684\u5951\u5408\u7a0b\u5ea6\u3002\u82e5\u8981\u505a\u51fa\u9019\u4e9b\u6c7a\u7b56\uff0c\u8acb\u4f7f\u7528\u60a8\u81ea\u5df1\u7684\u63d0\u793a\u8a5e\u3001\u5de5\u5177\u67b6\u69cb\u3001\u4e0a\u4e0b\u6587\u9577\u5ea6\u53ca\u91cd\u8a66\u653f\u7b56\uff0c\u9032\u884c\u5c0f\u898f\u6a21\u4e14\u53d7\u63a7\u7684\u8a55\u4f30\u3002.<\/p>\n\n\n\n<h2 id=\"pricing\" class=\"wp-block-heading\">API \u5b9a\u50f9\u8207\u6210\u672c\u7bc4\u4f8b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">MiniMax \u7684 <a href=\"https:\/\/platform.minimax.io\/docs\/pricing\/overview.md\">\u5b9a\u50f9\u6982\u89bd<\/a> \u5217\u51fa\u76f4\u63a5 API \u7684 USD \u4ee3\u5e63\u8cbb\u7387\u3002\u8a08\u8cbb\u55ae\u4f4d\u70ba\u4e00\u767e\u842c\u500b\u4ee3\u5e63\uff0c\u4e14\u5feb\u53d6\u8f38\u5165\u8207\u672a\u5feb\u53d6\u8f38\u5165\u7684\u5b9a\u50f9\u65b9\u5f0f\u4e0d\u540c\u3002\u9019\u4e9b\u8cbb\u7387\u9069\u7528\u65bc MiniMax API \u8def\u5f91\uff1b\u4e26\u975e GlobalGPT \u7a4d\u5206\u7684\u8f49\u63db\uff0c\u4ea6\u975e\u7b2c\u4e09\u65b9\u65b9\u6848\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\">\u8f38\u5165<\/div><div style=\"margin:5px 0;font-size:30px;font-weight:850\">$0.15<\/div><div style=\"font-size:13px;color:#756c80\">\u6bcf 100 \u842c\u679a\u4ee3\u5e63<\/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\">\u8f38\u51fa<\/div><div style=\"margin:5px 0;font-size:30px;font-weight:850\">$0.60<\/div><div style=\"font-size:13px;color:#e8d8f5\">\u6bcf 100 \u842c\u679a\u4ee3\u5e63<\/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\">\u5feb\u53d6\u8f38\u5165<\/div><div style=\"margin:5px 0;font-size:30px;font-weight:850\">$0.015<\/div><div style=\"font-size:13px;color:#756c80\">\u6bcf 100 \u842c\u679a\u4ee3\u5e63<\/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\">\u5834\u666f<\/th><th style=\"padding:11px;text-align:left;background:#f2edf7;border-bottom:1px solid #ded4e8\">\u8a08\u7b97<\/th><th style=\"padding:11px;text-align:left;background:#f2edf7;border-bottom:1px solid #ded4e8\">API \u9810\u4f30\u8cbb\u7528<\/th><\/tr><\/thead><tbody><tr><td style=\"padding:11px;border-bottom:1px solid #ebe5ef\">100k \u8f38\u5165 + 20k \u8f38\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\u842c\u7b46\u5feb\u53d6\u8f38\u5165 + 2\u842c\u7b46\u8f38\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 \u8f38\u5165 + 200k \u8f38\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\">\u9019\u4e9b\u662f\u672a\u8a08\u5165\u7a05\u91d1\u3001\u5e33\u6236\u5c64\u7d1a\u6298\u6263\u3001\u91cd\u8a66\u3001\u5de5\u5177\u7aef\u8cbb\u7528\u6216\u4efb\u4f55\u5e73\u53f0\u52a0\u50f9\u524d\u7684\u7b97\u8853\u7bc4\u4f8b\u3002\u6700\u7d93\u6fdf\u7684\u4f5c\u6cd5\u901a\u5e38\u662f\u91cd\u8907\u4f7f\u7528\u7a69\u5b9a\u7684\u524d\u7db4\u4f5c\u70ba\u53ef\u5feb\u53d6\u7684\u8f38\u5165\uff0c\u4e26\u5c07\u8f38\u51fa\u9810\u7b97\u7dad\u6301\u5728\u8207\u4efb\u52d9\u76f8\u7b26\u7684\u7bc4\u570d\u5167\uff0c\u800c\u975e\u6bcf\u6b21\u90fd\u70ba\u5927\u578b\u4efb\u52d9\u7684\u5b8c\u6210\u4ed8\u8cbb\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u82e5\u60a8\u8981\u6bd4\u8f03\u76f4\u63a5 API \u5b9a\u50f9\u8207\u8a17\u7ba1\u8a02\u95b1\u65b9\u6848\uff0c\u8acb\u5c07\u5169\u8005\u7684\u8a08\u50f9\u55ae\u4f4d\u5206\u958b\u3002\u8a72 <a href=\"https:\/\/www.glbgpt.com\/hub\/claude-ai-pricing-2026-the-ultimate-guide-to-plans-api-costs-and-limits\/\">Claude \u65b9\u6848\u8207 API \u5b9a\u50f9\u6307\u5357<\/a> \u9019\u662f\u4e00\u500b\u5f88\u597d\u7684\u4f8b\u5b50\uff0c\u8aaa\u660e\u70ba\u4f55\u4e0d\u61c9\u5c07\u6d88\u8cbb\u8005\u65b9\u6848\u3001API \u6191\u8b49\u548c\u5e73\u53f0\u9ede\u6578\u8996\u70ba\u540c\u4e00\u7a2e\u8ca8\u5e63\u3002.<\/p>\n\n\n\n<h2 id=\"api-setup\" class=\"wp-block-heading\">API \u8a2d\u5b9a\uff1a\u76f8\u5bb9\u65bc OpenAI \u53ca Anthropic<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">MiniMax \u5728\u5176\u4e2d\u8a18\u9304\u4e86\u5169\u500b\u76f8\u5bb9\u6027\u5c64\uff0c <a href=\"https:\/\/platform.minimax.io\/docs\/api-reference\/text-openai-api.md\">\u76f8\u5bb9\u65bc OpenAI \u7684\u53c3\u8003\u8cc7\u6599<\/a> \u548c <a href=\"https:\/\/platform.minimax.io\/docs\/api-reference\/text-anthropic-api.md\">\u76f8\u5bb9\u65bc Anthropic \u7684\u53c3\u8003\u8cc7\u6599<\/a>. \u82e5\u60a8\u7684\u61c9\u7528\u7a0b\u5f0f\u5df2\u63a1\u7528 OpenAI SDK\uff0c\u5247\u76f8\u5bb9\u65bc OpenAI \u7684\u8def\u5f91\u6703\u6bd4\u8f03\u65b9\u4fbf\u3002\u76f8\u5bb9\u65bc Anthropic \u7684\u8def\u5f91\u5247\u63a1\u7528 Anthropic \u8a0a\u606f\u8a9e\u7fa9\u3002\u7121\u8ad6\u54ea\u7a2e\u60c5\u6cc1\uff0c\u6587\u4ef6\u4e2d\u8a18\u8f09\u7684\u6a21\u578b ID \u7686\u70ba <code>MiniMax-M3.1-Flash<\/code>; \u8acb\u5b8c\u5168\u4f9d\u7167\u76ee\u6a19\u7aef\u9ede\u6240\u793a\u7684\u65b9\u5f0f\u4fdd\u7559\u62fc\u5beb\u8207\u5927\u5beb\u683c\u5f0f\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8207 OpenAI \u76f8\u5bb9\u7684\u7bc4\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\": \"\u8acb\u6458\u8981\u6b64\u4e8b\u4ef6\u4e26\u56de\u50b3 JSON\u3002\"}\n    ],\n    \u63a8\u8ad6\u96e3\u5ea6=\"\u4e2d\u7b49\",\n    \u6700\u5927\u5b8c\u6210\u5b57\u5143\u6578=1200,\n)\n\nprint(response.choices[0].message.content)<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u91dd\u5c0d\u6b64\u5354\u8b70\uff0cMiniMax \u6587\u4ef6 <code>\u63a8\u7406_\u52aa\u529b<\/code> \u548c <code>max_completion_tokens<\/code>. \u56de\u61c9\u4e2d\u53ef\u80fd\u5305\u542b\u63a8\u7406\u5143\u8cc7\u6599\uff0c\u4f46\u60a8\u7684\u61c9\u7528\u7a0b\u5f0f\u61c9\u50c5\u4f9d\u64da\u81ea\u8eab\u7684\u8a18\u9304\u8207\u96b1\u79c1\u6b0a\u653f\u7b56\u4f86\u986f\u793a\u6216\u5132\u5b58\u8a72\u5143\u8cc7\u6599\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Anthropic \u76f8\u5bb9\u7bc4\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\u56de\u50b3\u4e09\u500b\u4fee\u5fa9\u6b65\u9a5f\u3002\"}\n    ]\n  }'<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u76f8\u5bb9\u65bc Anthropic \u7684\u547c\u53eb\u4f7f\u7528 <code>output_config.effort<\/code>. \u8a72\u670d\u52d9\u4f9b\u61c9\u5546\u7684\u53c3\u8003\u6587\u4ef6\u4ea6\u8aaa\u660e\u4e86\u6587\u5b57\u3001\u5716\u7247\u53ca\u5f71\u7247\u7684\u5167\u5bb9\u5340\u584a\uff0c\u4ee5\u53ca\u5de5\u5177\u547c\u53eb\u3002\u5728\u5169\u689d\u8def\u7531\u4e4b\u9593\u8907\u88fd\u53c3\u6578\u4e4b\u524d\uff0c\u8acb\u5148\u67e5\u95b1\u7576\u524d\u7684\u5354\u5b9a\u53c3\u8003\u6587\u4ef6\uff1b\u67d0\u500b\u5728\u67d0\u500b\u76f8\u5bb9\u6027\u5c64\u4e2d\u6709\u6548\u7684\u53c3\u6578\u540d\u7a31\uff0c\u5728\u53e6\u4e00\u500b\u76f8\u5bb9\u6027\u5c64\u4e2d\u53ef\u80fd\u6703\u88ab\u5ffd\u7565\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u95dc\u65bc\u76f8\u5bb9\u6a21\u578b\u7d42\u9ede\u7684\u53e6\u4e00\u7a2e\u89c0\u9ede\uff0c\u8acb\u53c3\u95b1\u6b64\u8655 <a href=\"https:\/\/www.glbgpt.com\/hub\/claude-api-guide\/\">Claude API \u6307\u5357<\/a>. \u96d6\u7136\u9019\u7bc7\u5167\u5bb9\u6d89\u53ca\u4e0d\u540c\u7684\u670d\u52d9\u4f9b\u61c9\u5546\uff0c\u4f46\u5176\u4e2d\u860a\u542b\u7684\u5be6\u7528\u6559\u8a13\u540c\u6a23\u9069\u7528\uff1a\u5c07\u57fa\u790e\u7db2\u5740\u3001\u6a21\u578b ID\u3001\u901a\u8a0a\u5354\u5b9a\u548c\u932f\u8aa4\u8655\u7406\u4e00\u4f75\u56fa\u5b9a\u4e0b\u4f86\u3002.<\/p>\n\n\n\n<h2 id=\"parameters-and-modalities\" class=\"wp-block-heading\">\u53c3\u6578\u3001\u601d\u7dad\u3001\u5de5\u5177\u8207\u591a\u6a21\u614b\u7684\u9650\u5236<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6839\u64da\u5b98\u65b9 API \u53c3\u8003\u6587\u4ef6\uff0cM3.1 Flash \u6703\u5f37\u5236\u555f\u7528\u300cThinking\u300d\u6548\u679c\u3002\u60a8\u53ef\u4ee5\u900f\u904e\u6587\u4ef6\u4e2d\u8a18\u8f09\u7684\u300ceffort\u300d\u53c3\u6578\u4f86\u63a7\u5236\u5176\u5f37\u5ea6\uff1a <code>\u4f4e<\/code>, <code>\u4e2d\u578b<\/code>, <code>\u9ad8<\/code>, <code>xhigh<\/code>, \u6216 <code>max<\/code>. \u5c07\u300c\u52aa\u529b\u7a0b\u5ea6\u300d\u8996\u70ba\u5de5\u4f5c\u8ca0\u8f09\u7684\u8a2d\u5b9a\uff0c\u800c\u975e\u54c1\u8cea\u4fdd\u8b49\uff1a\u5728\u9032\u884c\u8907\u96dc\u7684\u898f\u5283\u6216\u9664\u932f\u6642\u63d0\u9ad8\u6b64\u8a2d\u5b9a\uff0c\u800c\u5728\u57f7\u884c\u7c21\u77ed\u4e14\u7d50\u69cb\u5316\u7684\u8f49\u63db\u6642\u5247\u5f9e\u8f03\u4f4e\u503c\u958b\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\">\u6709\u64da\u53ef\u67e5\u7684\u7d30\u7bc0<\/th><th style=\"padding:11px;text-align:left;background:#edf4f1;border-bottom:1px solid #d5e2da\">\u5be6\u969b\u610f\u7fa9<\/th><\/tr><\/thead><tbody><tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u4e0a\u4e0b\u6587<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">100\u842c\u679a\u4ee3\u5e63<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u5927\u578b\u5132\u5b58\u5eab\u3001\u898f\u683c\u6587\u4ef6\u548c\u65e5\u8a8c\u90fd\u80fd\u7d0d\u5165\u55ae\u4e00\u5de5\u4f5c\u6d41\u7a0b\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\">\u6301\u7e8c\u958b\u555f\uff1b\u4e94\u6bb5\u5f37\u5ea6\u8a2d\u5b9a<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u8abf\u6574\u63a8\u7406\u6df1\u5ea6\u8207\u6bcf\u9805\u4efb\u52d9\u7684\u9810\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\u63f4\u5de5\u5177\u547c\u53eb<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u9069\u7528\u65bc\u8ca0\u8cac\u6aa2\u67e5\u3001\u7de8\u8f2f\u6216\u9a57\u8b49\u7684\u4ee3\u7406\u7a0b\u5f0f<\/td><\/tr><tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u5716\u50cf<\/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\u50b3\u9001\u524d\uff0c\u8acb\u5148\u8abf\u6574\u8f03\u5927\u6a94\u6848\u7684\u5927\u5c0f\u6216\u9032\u884c\u58d3\u7e2e<\/td><\/tr><tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u5f71\u7247\u7db2\u5740\uff0fbase64<\/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 \u8acb\u6c42\u4e2d\u4f7f\u7528\u8f03\u77ed\u7684\u9023\u7d50\u6216\u8a17\u7ba1\u7db2\u5740<\/td><\/tr><tr><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u900f\u904e Files API \u64ad\u653e\u5f71\u7247<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u6700\u9ad8 512 MB<\/td><td style=\"padding:11px;border-bottom:1px solid #e4ebe6\">\u5c0d\u65bc\u8f03\u5927\u7684\u53d7\u652f\u63f4\u5f71\u7247\u8f38\u5165\uff0c\u5efa\u8b70\u4f7f\u7528\u6a94\u6848\u4e0a\u50b3\u65b9\u5f0f<\/td><\/tr><\/tbody><\/table><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u591a\u6a21\u5f0f\u652f\u63f4\u4e26\u4e0d\u610f\u5473\u8457\u6bcf\u500b\u5ba2\u6236\u7aef\u51fd\u5f0f\u5eab\u90fd\u80fd\u6b63\u78ba\u5e8f\u5217\u5316\u6bcf\u500b\u5167\u5bb9\u5340\u584a\u3002\u8acb\u91dd\u5c0d\u60a8\u8a08\u5283\u90e8\u7f72\u7684\u5177\u9ad4 SDK\u3001\u5167\u5bb9\u683c\u5f0f\u53ca\u7aef\u9ede\u9032\u884c\u6e2c\u8a66\u3002\u8acb\u81ea\u884c\u9032\u884c\u6a94\u6848\u5927\u5c0f\u6aa2\u67e5\uff0c\u4ee5\u514d\u4e00\u500b\u88ab\u62d2\u7d55\u7684 50 MB \u5f71\u7247\uff0c\u6700\u7d42\u50c5\u986f\u793a\u70ba\u4ee4\u4eba\u56f0\u60d1\u7684\u901a\u7528 4xx \u56de\u61c9\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9577\u4e0a\u4e0b\u6587\u8207\u591a\u6a21\u614b\u7cfb\u7d71\u4e5f\u4f7f\u5f97\u8cc7\u6599\u8655\u7406\u8b8a\u5f97\u66f4\u52a0\u91cd\u8981\u3002\u5728\u50b3\u9001\u79c1\u6709\u5132\u5b58\u5eab\u3001\u87a2\u5e55\u622a\u5716\u6216\u5f71\u7247\u4e4b\u524d\uff0c\u8acb\u5148\u6aa2\u8996\u60a8\u7684\u8cc7\u6599\u4fdd\u7559\u8207\u5b58\u53d6\u5047\u8a2d\uff1b\u9019 <a href=\"https:\/\/www.glbgpt.com\/hub\/ai-data-privacy\/\">\u4eba\u5de5\u667a\u6167\u8cc7\u6599\u96b1\u79c1\u6307\u5357<\/a> \u9019\u662f\u4e00\u4efd\u9032\u884c\u8a72\u6b21\u5c0d\u8a71\u6642\u76f8\u7576\u5be6\u7528\u7684\u6aa2\u67e5\u6e05\u55ae\u3002.<\/p>\n\n\n\n<h2 id=\"hands-on-tests\" class=\"wp-block-heading\">\u6211\u5011\u7684 GlobalGPT \u6e2c\u8a66\u7d50\u679c\u5982\u4e0b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u5011\u65bc 2026 \u5e74 10 \u6708 26 \u65e5\u91dd\u5c0d\u4e09\u9805\u5be6\u969b\u4efb\u52d9\u9032\u884c\u4e86\u6e2c\u8a66\uff1a\u7cbe\u78ba\u7684 JSON \u56de\u61c9\u3001JavaScript \u9664\u932f\u4fee\u6b63\uff0c\u4ee5\u53ca\u4e09\u6b65\u9a5f\u7684 HTTP 503 \u8a3a\u65b7\u3002\u6bcf\u9805\u4efb\u52d9\u5747\u6210\u529f\u5b8c\u6210\u3002\u4ee5\u4e0b\u7d50\u679c\u662f\u8a72\u6b21\u6e2c\u8a66\u4e2d\u7684\u529f\u80fd\u6027\u89c0\u5bdf\uff0c\u4e26\u975e\u4e00\u822c\u6027\u7684\u57fa\u6e96\u6e2c\u8a66\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\">\u6e2c\u8a66<\/th><th style=\"padding:11px;text-align:left;background:#f8e9e6;border-bottom:1px solid #ead2ce\">\u4efb\u52d9<\/th><th style=\"padding:11px;text-align:left;background:#f8e9e6;border-bottom:1px solid #ead2ce\">\u7d50\u679c<\/th><th style=\"padding:11px;text-align:left;background:#f8e9e6;border-bottom:1px solid #ead2ce\">\u89c0\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\u78ba\u7684 JSON \u56de\u8986<\/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\u8a02\u95b1 \/ 17 \u4eba\u53d6\u6d88\u8a02\u95b1<\/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 \u9664\u932f<\/td><td style=\"padding:11px;border-bottom:1px solid #f0e0dd\">\u9000\u56de <code>\u6578\u5b57(a) + \u6578\u5b57(b)<\/code> \u4e26\u8aaa\u660e\u4e86\u5b57\u4e32\u62fc\u63a5<\/td><td style=\"padding:11px;border-bottom:1px solid #f0e0dd\">11.976 \u79d2 \u00b7 3,979 \u9032 \/ 511 \u51fa<\/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\">\u4e09\u6b65\u9a5f HTTP 503 \u8a3a\u65b7<\/td><td style=\"padding:11px;border-bottom:1px solid #f0e0dd\">\u5df2\u67e5\u660e\u53ef\u80fd\u7684\u539f\u56e0\uff0c\u4e26\u5efa\u8b70\u9032\u884c\u5f8c\u7e8c\u7684\u8a3a\u65b7\u6aa2\u67e5<\/td><td style=\"padding:11px;border-bottom:1px solid #f0e0dd\">11.954 \u79d2 \u00b7 3,991 \u9032 \/ 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\u9805\u5df2\u5b8c\u6210\u7684 MiniMax M3.1 Flash \u4efb\u52d9\u57f7\u884c\u7d50\u679c\u4e4b\u87a2\u5e55\u622a\u5716\u5f0f\u6458\u8981\" style=\"display:block;width:100%;height:auto;border-radius:20px\"><figcaption style=\"margin-top:9px;color:#6d7771;font-size:13px\">\u4f86\u81ea\u5be6\u969b\u4efb\u52d9\u6e2c\u8a66\u7684\u4efb\u52d9\u7d50\u679c\u5feb\u7167\uff1a\u7cbe\u78ba\u7684 JSON\u3001JavaScript \u9664\u932f\uff0c\u4ee5\u53ca HTTP 503 \u932f\u8aa4\u8a3a\u65b7\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\u8cc7\u6599\u5df2\u56de\u5831 <code>\u5ba2\u6236\u6536\u8cbb\u91d1\u984d\uff1a0<\/code> \u91dd\u5c0d\u9019\u4e9b\u6e2c\u8a66\u64cd\u4f5c\u3002\u9019\u50c5\u662f\u91dd\u5c0d\u6b64\u5df2\u9a57\u8b49\u5e33\u6236\uff0f\u6703\u8a71\u7684\u89c0\u5bdf\u7d50\u679c\uff0c\u4e26\u975e\u8b49\u660e\u6bcf\u4f4d GlobalGPT \u4f7f\u7528\u8005\u90fd\u80fd\u81ea\u7531\u5b58\u53d6\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\u9805 MiniMax M3.1 Flash \u5be6\u969b\u4efb\u52d9\u6aa2\u67e5\" style=\"display:block;width:100%;height:auto;border-radius:20px\"><figcaption style=\"margin-top:9px;color:#6d7771;font-size:13px\">\u4e09\u9805\u5be6\u969b\u4efb\u52d9\u6aa2\u6e2c\uff1a\u7cbe\u78ba JSON \u9a57\u8b49\u3001JavaScript \u9664\u932f\uff0c\u4ee5\u53ca HTTP 503 \u932f\u8aa4\u8a3a\u65b7\u3002.<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u662f\u4e00\u9805\u5c0f\u578b\u529f\u80fd\u6e2c\u8a66\uff0c\u4e26\u975e\u6548\u80fd\u6e2c\u8a66\u3002\u5b83\u986f\u793a\u5728\u8a18\u9304\u7576\u65e5\uff0c\u7d93\u9a57\u8b49\u7684\u8def\u7531\u80fd\u8655\u7406\u7cbe\u78ba\u7684\u683c\u5f0f\u8a2d\u5b9a\u3001\u7c21\u77ed\u7684\u7a0b\u5f0f\u78bc\u4fee\u6b63\uff0c\u4ee5\u53ca\u591a\u6b65\u9a5f\u7684\u8a3a\u65b7\u56de\u61c9\u3002\u6b64\u6e2c\u8a66\u4e26\u672a\u78ba\u7acb\u5e73\u5747\u5ef6\u9072\u3001\u541e\u5410\u91cf\u3001\u6574\u9ad4\u7a0b\u5f0f\u78bc\u54c1\u8cea\uff0c\u6216\u8de8\u5e33\u6236\u7684\u7a69\u5b9a\u50f9\u683c\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u5be6\u969b\u61c9\u7528\u6642\uff0c\u5efa\u8b70\u5148\u5f9e\u4e00\u500b\u5c0f\u578b\u8acb\u6c42\u958b\u59cb\uff0c\u78ba\u8a8d\u6a21\u578b\u540d\u7a31\u8207\u8acb\u6c42\u683c\u5f0f\uff0c\u5f85\u56de\u61c9\u7d50\u679c\u8207\u6210\u672c\u7b26\u5408\u60a8\u7684\u5de5\u4f5c\u6d41\u7a0b\u5f8c\uff0c\u518d\u9010\u6b65\u64f4\u5927\u898f\u6a21\u3002.<\/p>\n\n\n\n<h2 id=\"free-access\" class=\"wp-block-heading\">\u514d\u8cbb\u5b58\u53d6\u3001M \u65b9\u6848\u53ca MiniMax \u4ee3\u78bc<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u300cMiniMax \u662f\u5426\u652f\u63f4 M3.1 \u514d\u5feb\u9583\u8a18\u61b6\u9ad4\uff1f\u300d\u9019\u500b\u554f\u984c\u4e2d\u96b1\u542b\u4e86\u4e09\u500b\u4e0d\u540c\u7684\u554f\u984c\u3002\u201c<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5b98\u65b9 API\uff1a<\/strong> \u5df2\u516c\u5e03\u7684\u8def\u7dda\u8a2d\u6709\u4ee3\u5e63\u50f9\u683c\uff0c\u56e0\u6b64\u662f\u6309\u4f7f\u7528\u91cf\u8a08\u8cbb\uff0c\u800c\u975e\u5168\u9762\u514d\u8cbb\u3002.<\/li>\n\n\n\n<li><strong>MiniMax \u7522\u54c1\uff1a<\/strong> MiniMax \u8868\u793a\uff0c\u6b64\u6a21\u578b\u53ef\u900f\u904e M \u65b9\u6848\u53ca MiniMax \u4ee3\u78bc\u53d6\u5f97\u3002\u65b9\u6848\u6db5\u84cb\u7bc4\u570d\u3001\u914d\u984d\u53ca\u5340\u57df\u53ef\u7528\u6027\u5747\u8207 API \u8a08\u8cbb\u5206\u958b\u8655\u7406\u3002.<\/li>\n\n\n\n<li><strong>\u8a17\u7ba1\u5e73\u53f0\uff1a<\/strong> \u6211\u5011\u7684 GlobalGPT \u6e2c\u8a66\u5e33\u6236\u986f\u793a\uff0c\u4e09\u8f2a\u5df2\u5b8c\u6210\u7684\u4ea4\u6613\u4e2d\uff0c\u5ba2\u6236\u8cbb\u7528\u70ba\u96f6\u3002\u6b64\u89c0\u5bdf\u7d50\u679c\u4e26\u4e0d\u4ee3\u8868\u5df2\u78ba\u7acb\u6c38\u4e45\u514d\u8cbb\u7d1a\u5225\u3001\u516c\u958b\u914d\u984d\uff0c\u6216\u6bcf\u500b\u5e33\u6236\u7686\u53ef\u4eab\u6709\u514d\u8cbb\u4f7f\u7528\u6b0a\u3002.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u82e5\u60a8\u60f3\u5728\u4e0d\u8a2d\u5b9a\u76f4\u63a5 API \u91d1\u9470\u7684\u60c5\u6cc1\u4e0b\u63a2\u7d22\u8a17\u7ba1\u5b58\u53d6\u529f\u80fd\uff0c\u8acb\u4f7f\u7528 <a href=\"https:\/\/www.glbgpt.com\/hub\/all-in-one-ai-models\/\">\u5168\u80fd\u578b AI \u6a21\u578b\u6307\u5357<\/a> \u82e5\u8981\u6bd4\u8f03\u5404\u5e73\u53f0\u7684\u5de5\u4f5c\u6d41\u7a0b\uff0c\u8acb\u5728\u9032\u884c\u5927\u898f\u6a21\u64cd\u4f5c\u524d\uff0c\u5148\u78ba\u8a8d\u7576\u524d\u7684\u6a21\u578b\u5361\u53ca\u5e33\u6236\u689d\u6b3e\u3002\u5728\u4e86\u89e3\u6bcf\u55ae\u4f4d\u53ef\u514c\u63db\u7684\u5167\u5bb9\u4e4b\u524d\uff0c\u8acb\u52ff\u5c07\u5e73\u53f0\u7684\u4fe1\u7528\u9ede\u6578\u8207 MiniMax \u4ee3\u5e63\u50f9\u683c\u9032\u884c\u6bd4\u8f03\u3002.<\/p>\n\n\n\n<h2 id=\"m31-vs-m3\" class=\"wp-block-heading\">M3.1 Flash \u5c0d\u6bd4 M3<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">M3.1 Flash \u662f\u7d93\u6838\u5c0d\u7684 2026 \u5e74 10 \u6708\u8cc7\u6599\u4e2d\uff0c\u8f03\u65b0\u7684 Flash \u54c1\u724c\u7248\u672c\u3002\u56e0\u6b64\uff0c\u4ee5\u4e0b\u6bd4\u8f03\u5177\u6709\u5be6\u7528\u50f9\u503c\uff1a\u60a8\u662f\u60f3\u8981\u8f03\u65b0\u7684 1M \u60c5\u5883\u3001\u4ee5\u901f\u5ea6\u70ba\u5c0e\u5411\u7684\u6a21\u578b\u53ca\u5176\u5df2\u8a18\u9304\u7684\u601d\u7dad\u63a7\u5236\u6a5f\u5236\uff0c\u9084\u662f\u6253\u7b97\u7dad\u6301\u73fe\u6709\u7684 M3 \u6574\u5408\u65b9\u6848\u2014\u2014\u8a72\u65b9\u6848\u5df2\u7d93\u904e\u8abf\u6821\u8207\u9a57\u8b49\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\">\u6c7a\u7b56\u9ede<\/th><th style=\"padding:11px;text-align:left;background:#edf0f7;border-bottom:1px solid #d9deea\">M3.1 \u9583\u5149<\/th><th style=\"padding:11px;text-align:left;background:#edf0f7;border-bottom:1px solid #d9deea\">\u73fe\u6709\u7684 M3 \u5de5\u4f5c\u6d41\u7a0b<\/th><\/tr><\/thead><tbody><tr><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\u80cc\u666f\u8207\u63a8\u7406<\/td><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">1M \u60c5\u5883\uff1b\u59cb\u7d42\u4fdd\u6301\u601d\u8003\u72c0\u614b\uff0c\u4e26\u5206\u70ba\u4e94\u500b\u52aa\u529b\u5c64\u7d1a<\/td><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\u4fdd\u7559\u60a8\u5df2\u7d93\u6e2c\u8a66\u904e\u7684\u884c\u70ba<\/td><\/tr><tr><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\u9077\u5f99\u98a8\u96aa<\/td><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\u9a57\u8b49\u63d0\u793a\u3001\u5de5\u5177\u6a21\u5f0f\u3001JSON \u5408\u7d04\u53ca\u4ee3\u5e63\u9810\u7b97<\/td><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\u82e5\u7576\u524d\u6574\u5408\u72c0\u614b\u7a69\u5b9a\uff0c\u5247\u964d\u4f4e\u5373\u6642\u8b8a\u66f4\u7684\u983b\u7387<\/td><\/tr><tr><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\u6700\u4f73\u7684\u4e0b\u4e00\u6b65<\/td><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\u5728\u60a8\u7684\u5be6\u969b\u5de5\u4f5c\u8ca0\u8f09\u4e0a\u57f7\u884c\u4e26\u884c\u6a23\u672c\u6e2c\u8a66<\/td><td style=\"padding:11px;border-bottom:1px solid #e6e8ef\">\u5728\u65b0\u8def\u7531\u901a\u904e\u9a57\u6536\u6e2c\u8a66\u4e4b\u524d\uff0c\u8acb\u5c07\u5176\u4fdd\u7559\u4f5c\u70ba\u5099\u7528\u65b9\u6848<\/td><\/tr><\/tbody><\/table><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">MiniMax \u5df2\u516c\u958b\u7684\u8cc7\u6599\u4e2d\uff0c\u4e26\u672a\u91dd\u5c0d\u672c\u6587\u63d0\u4f9b M3 \u8207 M3.1 \u4e4b\u9593\u300c\u540c\u7b49\u689d\u4ef6\u4e0b\u300d\u7684 Flash \u8a55\u5206\u5c0d\u7167\u8868\u3002\u6b63\u56e0\u5982\u6b64\uff0c\u4e0a\u8ff0\u6bd4\u8f03\u8457\u91cd\u65bc\u5df2\u8a18\u9304\u7684\u4ecb\u9762\u8207\u9077\u79fb\u6c7a\u7b56\uff0c\u800c\u975e\u6191\u7a7a\u634f\u9020\u4e00\u500b\u6578\u503c\u4e0a\u7684\u52dd\u8005\u3002.<\/p>\n\n\n\n<h2 id=\"who-should-use-it\" class=\"wp-block-heading\">\u8ab0\u9069\u5408\u4f7f\u7528\u5b83\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5408\u8eab\uff1a<\/strong> \u958b\u767c\u8005\u6b63\u5728\u5efa\u69cb\u4ee3\u7406\u7a0b\u5f0f\u3001\u7de8\u78bc\u52a9\u7406\u3001\u5132\u5b58\u5eab\u5206\u6790\u5de5\u5177\u3001\u96fb\u8166\u4f7f\u7528\u6d41\u7a0b\uff0c\u6216\u662f\u80fd\u5f9e\u53ef\u8abf\u6574\u7684\u63a8\u7406\u5de5\u4f5c\u91cf\u8207\u5de5\u5177\u547c\u53eb\u4e2d\u53d7\u76ca\u7684\u9577\u4e0a\u4e0b\u6587\u5de5\u4f5c\u6d41\u7a0b\u3002\u7531\u65bc\u76f4\u63a5\u8f38\u5165\u7387\u8f03\u4f4e\uff0c\u7576\u60a8\u7684\u5feb\u53d6\u7b56\u7565\u5b8c\u5584\u6642\uff0c\u9019\u4e5f\u4f7f\u5176\u9069\u7528\u65bc\u53cd\u8986\u9032\u884c\u7684\u3001\u9ad8\u5ea6\u4f9d\u8cf4\u4e0a\u4e0b\u6587\u7684\u5be6\u9a57\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8acb\u8b39\u614e\u884c\u4e8b\uff1a<\/strong> \u9700\u8981\u7a69\u5b9a\u4e14\u7d93\u7368\u7acb\u9a57\u8b49\u7684\u57fa\u6e96\u6e2c\u8a66\u3001\u4fdd\u8b49\u63d0\u4f9b\u514d\u8cbb\u65b9\u6848\uff0c\u6216\u8de8\u6240\u6709\u4f9b\u61c9\u5546\u7686\u5177\u55ae\u4e00\u76f8\u5bb9\u6027\u7aef\u9ede\u7684\u5718\u968a\u3002\u5728\u5c07\u751f\u7522\u6d41\u91cf\u8f49\u79fb\u81f3\u8a72\u74b0\u5883\u4e4b\u524d\uff0c\u8acb\u5148\u6e2c\u8a66\u7d50\u69cb\u5316\u8f38\u51fa\u3001\u5de5\u5177\u547c\u53eb\u53c3\u6578\u3001\u932f\u8aa4\u8655\u7406\u6a5f\u5236\uff0c\u4ee5\u53ca\u78ba\u5207\u7684\u5340\u57df\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u82e5\u8981\u9032\u884c\u66f4\u5168\u9762\u7684\u8a55\u4f30\uff0c\u8acb\u5c07\u6a21\u578b\u6e2c\u8a66\u8207\u60a8\u5be6\u969b\u7684\u8cc7\u6599\u5206\u6790\u6216\u7a0b\u5f0f\u7de8\u5beb\u5de5\u4f5c\u6d41\u7a0b\u7d50\u5408\u8d77\u4f86\u3002\u8a72 <a href=\"https:\/\/www.glbgpt.com\/hub\/best-ai-tools-for-data-analysis-tested\/\">\u7d93\u5be6\u6e2c\u7684\u4eba\u5de5\u667a\u6167\u6578\u64da\u5206\u6790\u5de5\u5177\u6307\u5357<\/a> \u9019\u662f\u4e00\u500b\u6709\u7528\u7684\u63d0\u9192\uff1a\u50c5\u6191\u6a21\u578b\u5206\u6578\u4e26\u4e0d\u80fd\u8861\u91cf\u6574\u500b\u5de5\u4f5c\u6d41\u7a0b\u7684\u54c1\u8cea\u3002.<\/p>\n\n\n\n<h2 id=\"verdict\" class=\"wp-block-heading\">\u5224\u6c7a<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">MiniMax M3.1 Flash \u662f\u4e00\u6b3e\u503c\u5f97\u4fe1\u8cf4\u4e14\u4f4e\u6210\u672c\u7684\u9078\u9805\uff0c\u9069\u7528\u65bc\u4ee3\u7406\u7de8\u78bc\u8207\u9577\u4e0a\u4e0b\u6587\u4efb\u52d9\u3002 \u5176\u76f4\u63a5 API \u7684\u50f9\u683c\u6613\u65bc\u5efa\u6a21\uff0c\u76f8\u5bb9\u6027\u5c64\u67b6\u6e1b\u8f15\u4e86\u9077\u79fb\u5de5\u4f5c\u91cf\uff0c\u52a0\u4e0a\u5df2\u8a18\u9304\u7684\u591a\u6a21\u614b\u8207\u5de5\u5177\u652f\u63f4\uff0c\u4f7f\u5176\u6bd4\u50c5\u9650\u6587\u5b57\u7684\u300c\u5feb\u901f\u300d\u6a21\u578b\u66f4\u5177\u5be6\u7528\u50f9\u503c\u3002\u6700\u6709\u529b\u7684\u8b49\u64da\u5728\u65bc\u5b98\u65b9\u4ecb\u9762\u7d30\u7bc0\u8207\u4e09\u9805\u5df2\u5b8c\u6210\u7684\u529f\u80fd\u6e2c\u8a66\u7684\u7d50\u5408\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8acb\u660e\u78ba\u754c\u5b9a\u7bc4\u570d\uff1aMiniMax \u5831\u544a\u7684\u57fa\u6e96\u5206\u6578\u4e26\u975e\u7368\u7acb\u6e2c\u91cf\u7d50\u679c\uff0c\u4e14\u89c0\u5bdf\u5230\u7684\u96f6\u8cbb\u7528\u7d50\u679c\u50c5\u9069\u7528\u65bc\u8a72\u6b21\u6e2c\u8a66\u3002\u8acb\u5148\u9032\u884c\u5c0f\u898f\u6a21\u7684\u4e26\u884c\u6e2c\u8a66\uff0c\u5f85\u60a8\u7684\u63d0\u793a\u3001\u5de5\u5177\u3001\u9810\u7b97\u53ca\u5b58\u53d6\u8def\u5f91\u5747\u80fd\u7b26\u5408\u61c9\u7528\u7a0b\u5f0f\u9700\u6c42\u5f8c\uff0c\u518d\u9032\u884c\u64f4\u5c55\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u60a8\u60f3\u8981\u4e00\u500b\u8a17\u7ba1\u7684\u8d77\u9ede\uff0c, <a href=\"https:\/\/www.glbgpt.com\/home?inviter=hub_popup&amp;login=1\"><strong>\u958b\u555f GlobalGPT \u5de5\u4f5c\u5340<\/strong><\/a> \u4e26\u5728\u63d0\u4ea4\u91cf\u7522\u5de5\u4f5c\u524d\uff0c\u6aa2\u67e5\u7576\u524d\u7684 MiniMax M3.1 \u5feb\u9583\u8a18\u61b6\u9ad4\u6a21\u578b\u5361\u3002.<\/p>\n\n\n\n<h2 id=\"faq\" class=\"wp-block-heading\">\u5e38\u898b\u554f\u984c<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u4ec0\u9ebc\u662f MiniMax M3.1 \u5feb\u9583\u8a18\u61b6\u9ad4\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">MiniMax M3.1 Flash \u662f\u4e00\u6b3e\u65bc 2026 \u5e74 10 \u6708 19 \u65e5\u767c\u5e03\u7684 1M \u4e0a\u4e0b\u6587\u63a8\u7406\u6a21\u578b\uff0c\u9069\u7528\u65bc\u4ee3\u7406\u7de8\u78bc\u3001\u96fb\u8166\u4f7f\u7528\u3001\u5de5\u5177\u8abf\u7528\u3001\u7db2\u8def\u5b89\u5168\u53ca\u5176\u4ed6\u9577\u4e0a\u4e0b\u6587\u5de5\u4f5c\u6d41\u7a0b\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">MiniMax M3.1 \u5feb\u9583\u8a18\u61b6\u9ad4\u7684\u50f9\u683c\u662f\u591a\u5c11\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u65bc 2026 \u5e74 10 \u6708 26 \u65e5\u67e5\u95b1\u7684\u5b98\u65b9 API \u8cbb\u7387\u70ba\uff1a\u6bcf\u767e\u842c\u500b\u8f38\u5165\u4ee3\u5e63 $0.15\u3001\u6bcf\u767e\u842c\u500b\u8f38\u51fa\u4ee3\u5e63 $0.60\uff0c\u4ee5\u53ca\u6bcf\u767e\u842c\u500b\u5feb\u53d6\u8f38\u5165\u4ee3\u5e63 $0.015\u3002 \u9019\u4e9b\u662f\u76f4\u63a5\u7684 MiniMax API \u8cbb\u7387\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">MiniMax M3.1 Flash \u662f\u5426\u5177\u5099 1M \u7684\u4e0a\u4e0b\u6587\u8996\u7a97\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u662f\u7684\u3002MiniMax \u7684\u5b98\u65b9\u547c\u53eb\u6307\u5357\u4e2d\u5217\u51fa\u4e86 1M \u4ee3\u5e63\u7684\u4e0a\u4e0b\u6587\u8996\u7a97\u3002\u60a8\u5be6\u969b\u53ef\u7528\u7684\u4e0a\u4e0b\u6587\u9577\u5ea6\u4ecd\u53d6\u6c7a\u65bc\u7aef\u9ede\u3001\u8acb\u6c42\u683c\u5f0f\u3001\u5de5\u5177\u8f09\u8377\u4ee5\u53ca\u8f38\u51fa\u9810\u7b97\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6211\u80fd\u5426\u900f\u904e OpenAI SDK \u4f86\u547c\u53eb\u5b83\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u662f\u7684\u3002MiniMax \u8a18\u8f09\u4e86\u8207 OpenAI \u76f8\u5bb9\u7684\u57fa\u790e URL \u4ee5\u53ca\u6a21\u578b ID MiniMax-M3.1-Flash\u3002\u8a18\u8f09\u7684\u63a7\u5236\u9805\u5305\u62ec reasoning_effort \u548c max_completion_tokens\uff1b\u5728\u6b63\u5f0f\u4e0a\u7dda\u4f7f\u7528\u524d\uff0c\u8acb\u5148\u9a57\u8b49\u78ba\u5207\u7684\u8def\u5f91\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6211\u53ef\u4ee5\u4f7f\u7528\u8207 Anthropic \u76f8\u5bb9\u7684 API \u55ce\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u662f\u7684\u3002MiniMax \u8a18\u9304\u4e86\u4e00\u689d\u8207 Anthropic \u76f8\u5bb9\u7684\u8a0a\u606f\u8def\u7531\uff0c\u8a72\u8def\u7531\u4f7f\u7528 output_config.effort \u4f86\u8868\u793a\u601d\u8003\u52aa\u529b\uff0c\u4e26\u5305\u542b\u6587\u5b57\u3001\u5716\u7247\u3001\u5f71\u7247\u53ca\u5de5\u5177\u5167\u5bb9\u5340\u584a\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">MiniMax M3.1 \u662f\u5426\u7121\u9700 Flash\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u5df2\u67e5\u8b49\u7684\u8cc7\u6599\u4f86\u6e90\u4e2d\uff0c\u4e26\u672a\u63d0\u53ca\u4efb\u4f55\u901a\u7528\u7684\u514d\u8cbb API \u8072\u660e\u3002MiniMax \u5217\u51fa\u4e86\u4ed8\u8cbb\u4ee3\u5e63\u8cbb\u7387\uff0c\u4e26\u5c07\u300cM \u65b9\u6848\u300d\u548c\u300cMiniMax \u4ee3\u78bc\u300d\u5217\u70ba\u5b58\u53d6\u9014\u5f91\u3002\u4e09\u8f2a\u6e2c\u8a66\u4e2d\uff0c\u6e2c\u8a66\u7576\u4e0b\u672a\u7522\u751f\u4efb\u4f55\u8cbb\u7528\uff1b\u6b64\u89c0\u5bdf\u7d50\u679c\u53ef\u80fd\u56e0\u65b9\u6848\u53ca\u5e33\u6236\u800c\u7570\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">GlobalGPT \u6e2c\u8a66\u986f\u793a\u4e86\u4ec0\u9ebc\u7d50\u679c\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6210\u529f\u5b8c\u6210\u4e09\u9805\u5be6\u969b\u4efb\u52d9\u57f7\u884c\uff1a\u7cbe\u78ba JSON\u3001JavaScript \u9664\u932f\uff0c\u4ee5\u53ca\u4e09\u6b65\u9a5f\u7684 HTTP 503 \u8a3a\u65b7\u3002\u89c0\u5bdf\u5230\u7684\u57f7\u884c\u6642\u9593\u5206\u5225\u70ba 5.757\u300111.976 \u548c 11.954 \u79d2\uff1b\u9019\u4e9b\u662f\u55ae\u6b21\u57f7\u884c\u7684\u89c0\u5bdf\u7d50\u679c\uff0c\u4e26\u975e\u5ef6\u9072\u57fa\u6e96\u6e2c\u8a66\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u591a\u6a21\u614b\u8f38\u5165\u7684\u9650\u5236\u70ba\u4f55\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7d93\u6838\u5be6\u7684 API \u53c3\u8003\u8cc7\u6599\u5217\u51fa\uff1a\u5716\u7247\u5927\u5c0f\u4e0a\u9650\u70ba 10 MB\u3001\u5f71\u7247\u7db2\u5740\u6216 base64 \u7de8\u78bc\u6a94\u6848\u5927\u5c0f\u4e0a\u9650\u70ba 50 MB\uff0c\u4ee5\u53ca\u900f\u904e Files API \u50b3\u8f38\u7684\u5f71\u7247\u5927\u5c0f\u4e0a\u9650\u70ba 512 MB\u3002\u5728\u50b3\u9001\u6b63\u5f0f\u74b0\u5883\u7684\u5a92\u9ad4\u6a94\u6848\u524d\uff0c\u8acb\u78ba\u8a8d\u7576\u524d\u7684\u7aef\u9ede\u53ca\u5ba2\u6236\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-hk\/wp-json\/wp\/v2\/posts\/21129","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp.glbgpt.com\/zh-hk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wp.glbgpt.com\/zh-hk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wp.glbgpt.com\/zh-hk\/wp-json\/wp\/v2\/users\/16"}],"replies":[{"embeddable":true,"href":"https:\/\/wp.glbgpt.com\/zh-hk\/wp-json\/wp\/v2\/comments?post=21129"}],"version-history":[{"count":5,"href":"https:\/\/wp.glbgpt.com\/zh-hk\/wp-json\/wp\/v2\/posts\/21129\/revisions"}],"predecessor-version":[{"id":21162,"href":"https:\/\/wp.glbgpt.com\/zh-hk\/wp-json\/wp\/v2\/posts\/21129\/revisions\/21162"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wp.glbgpt.com\/zh-hk\/wp-json\/wp\/v2\/media\/21148"}],"wp:attachment":[{"href":"https:\/\/wp.glbgpt.com\/zh-hk\/wp-json\/wp\/v2\/media?parent=21129"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wp.glbgpt.com\/zh-hk\/wp-json\/wp\/v2\/categories?post=21129"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wp.glbgpt.com\/zh-hk\/wp-json\/wp\/v2\/tags?post=21129"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}