{"id":6514,"date":"2025-10-28T00:40:46","date_gmt":"2025-10-28T00:40:46","guid":{"rendered":"https:\/\/www.myshirtai.com\/archives\/6514"},"modified":"2025-10-28T00:40:46","modified_gmt":"2025-10-28T00:40:46","slug":"minimax-m2%ef%bc%9a%e5%9b%bd%e4%ba%a7%e5%bc%80%e6%ba%90%e6%a8%a1%e5%9e%8b%e6%9d%80%e7%96%af%e4%ba%86%ef%bc%818%e7%9a%84%e4%bb%b7%e6%a0%bc%ef%bc%8c%e6%89%93%e5%87%baclaude%e7%ba%a7%e6%80%a7%e8%83%bd","status":"publish","type":"post","link":"https:\/\/www.myshirtai.com\/en\/archives\/6514","title":{"rendered":"MiniMax M2: Domestic open-source model kills like crazy! 8% price, hit Claude level performance!"},"content":{"rendered":"<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\"The Impossible Triangle\" was shredded.<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p>Just this past weekend, the AI community blew up - MiniMax quietly went live with a new generation of open source big models <strong>MiniMax M2<\/strong>Not only did it break into the world's top five in terms of performance, but it also knocked the price right down to Claude's 4.5 <strong>8%<\/strong>furthermore<strong>Fully open source and free for a limited time<\/strong>!<\/p>\n\n\n\n<p>What's even more dramatic is that it's fully blossomed in multiple dimensions such as programming, Agent workflows, deep search, multimodal tasks, etc., and the real-world performance even<strong>Milling quite a few closed-source top-flow models<\/strong>Today, we're going to take apart the MiniMax M2, the \"light of China\". Today, we will deeply disassemble this \"light of China\" - MiniMax M2, in the end, what is strong? How should ordinary people use it?<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/Artificial-Analysis-Agentic-Index-27-Oct-25--scaled.png\" alt=\"\" class=\"wp-image-2480\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-m2-\u662f\u4ec0\u4e48-\u53c2\u6570-\u67b6\u6784-\u5b9a\u4f4d\u5168\u89e3\u6790\">What is \ud83d\udd25 M2? Parameters, Architecture, Positioning<\/h2>\n\n\n\n<p>MiniMax M2 is the next generation of MiniMax.<strong>hybrid thinking model<\/strong>(Mixture-of-Thoughts), a staple of <strong>Coding + Agentic Workflows<\/strong>(Intelligent Body Workflow) Scenario.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Total number of participants<\/strong>:: 230B<\/li>\n\n\n\n<li><strong>Number of activation parameters<\/strong>:: 10B only (efficient reasoning, cost-effective pulling)<\/li>\n\n\n\n<li><strong>open source status<\/strong>: Fully open source at Hugging Face<\/li>\n\n\n\n<li><strong>free strategy<\/strong>: API and Agent platforms<strong>Free until November 7<\/strong>The CEO himself promised, \"Until the servers can't hold.\"<\/li>\n\n\n\n<li><strong>inference speed<\/strong>: TPS over <strong>100 tokens\/second<\/strong>It is far superior to similar domestic models such as DeepSeek.<\/li>\n\n\n\n<li><strong>prices<\/strong>: $2.1\/million tokens input, $8.4\/million tokens output -- less than 1\/12th of Claude's!<\/li>\n<\/ul>\n\n\n\n<p>The bottom line is that M2 <strong>Not \"toy models.\"<\/strong>Instead, they are \"all-rounders\" who can run full-stack development, in-depth financial research, 3D rendering, and multimodal tours.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/Bench-scaled.png\" alt=\"\" class=\"wp-image-2481\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83e\udde0 M2's core competency: not just writing code, but the \"brain of an intelligent body\"<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1\ufe0f\u20e3 <strong>Programming ability: solidly in the top tier globally<\/strong><\/h3>\n\n\n\n<p>In the authoritative list <strong>SWE-bench Verified<\/strong> On, M2 score <strong>69.4<\/strong>which is second only to GPT-5 and Claude 4.5.<strong>number one in China<\/strong>!<\/p>\n\n\n\n<p>Real-world case:<\/p>\n\n\n\n<p><strong>Knowledge card generation<\/strong>Claude 4.5 just \"won't open\": given a link to Zhihu, M2 not only summarizes the content, but also designs a beautiful, responsive front-end page.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/b08efc6edd08232e5b66ff5d5ab18a66.png\" alt=\"\" class=\"wp-image-2482\"\/><\/figure>\n\n\n\n<p><strong>3D Particle Galaxy<\/strong>:: One sentence. <code>Create a 3D particle galaxy with swirling nebulas...<\/code>While M2 successfully renders dynamic nebulae, Claude only outputs a snowflake.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/83508230c3b6e8c876027643dc793e4f.png\" alt=\"\" class=\"wp-image-2484\"\/><\/figure>\n\n\n\n<p><strong>Full Stack Merit Box Website<\/strong>: Users only need to say \"click +1 merit, save to database, with administrator backend\", M2 automatically outputs the complete front-end and back-end + database + admin interface, and then M2 will automatically output the complete front-end and back-end + database + admin interface.<strong>Not a single line of code to write<\/strong>The<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/e970b8e6b03ec6700447d39de0df554b.png\" alt=\"\" class=\"wp-image-2490\"\/><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>In a color memory game live test, the author couldn't stop playing: \"I went straight to level 7!\"<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">2\ufe0f\u20e3 <strong>Agentic capabilities: true \"mission enforcers\"<\/strong><\/h3>\n\n\n\n<p>M2 doesn't just answer questions, it can<strong>Proactive tool mobilization, planning steps, closed loop implementation<\/strong>The<\/p>\n\n\n\n<p><strong>Renovation Budget Program<\/strong>: Upload a 90 sq ft house plan of Beijing, M2 auto-generated <strong>Simple modern style budget table within 150,000<\/strong>(with areas, materials, unit prices, remarks), also with <strong>a sketch of the layout (e.g. of a building)<\/strong>!<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/image-34.png\" alt=\"\" class=\"wp-image-2489\"\/><\/figure>\n\n\n\n<p><strong>Financial Literature Review<\/strong>: Fuzzy command \"I want to write a review of gold price fluctuations\", M2 auto-retrieve <strong>100+ Authoritative Literature<\/strong>(with Chicago Fed, JEB, JPMorgan Chase reports) with authentic citation source -<strong>Farewell to the \"illusion paper.\"<\/strong>The<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/image-33.png\" alt=\"\" class=\"wp-image-2488\"\/><\/figure>\n\n\n\n<p><strong>Anonymous Wishing Wall<\/strong>: Generate complete web applications in a single sentence, with automatic connection to Supabase, deployment of front-ends, and support for real-time interactions.<strong>out-of-the-box<\/strong>The<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/image-32.png\" alt=\"\" class=\"wp-image-2486\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udee0\ufe0f How to use M2? Zero Threshold Hands-on Guide<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u2705 Free experience portal (domestic\/overseas support):<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>MiniMax Agent (no code required)<\/strong><br>Domestic version:<a href=\"https:\/\/matrix-pre.xaminim.com\/\">https:\/\/matrix-pre.xaminim.com\/<\/a><br>Overseas Edition:<a href=\"https:\/\/agent.minimax.io\/\">https:\/\/agent.minimax.io\/<\/a><\/li>\n\n\n\n<li><strong>API calls (developer friendly)<\/strong><br>Open Platform:<a href=\"https:\/\/platform.minimaxi.com\">https:\/\/platform.minimaxi.com<\/a><br>Model Download (Hugging Face):<a href=\"https:\/\/huggingface.co\/MiniMaxAI\/MiniMax-M2\">https:\/\/huggingface.co\/MiniMaxAI\/MiniMax-M2<\/a><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u2705 Access to mainstream IDEs such as Claude Code:<\/h3>\n\n\n\n<p>Simply add the <code>~\/.claude\/settings.json<\/code> Configure the MiniMax API Key and model name in the <code>MiniMax-M2<\/code>The program can be called directly from Cursor, Claude Code and other tools.<strong>Experience silky smoothness like a native model<\/strong>The<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u2705 Self-deployment (suitable for businesses\/researchers):<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Recommended <strong>vLLM or SGLang<\/strong><\/li>\n\n\n\n<li>Memory Requirements: &gt;220GB (supports 400,000~3,000,000 token contexts)<\/li>\n\n\n\n<li>courtesy<strong>Chinese Deployment Documentation<\/strong>, hand in hand, honestly pulling it all together.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udca1 Why does M2 break the \"impossible triangle\"?<\/h2>\n\n\n\n<p>In the field of large models, there has always been an \"impossible triangle\":<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>high performance<\/strong>(INTELLIGENCE)<\/li>\n\n\n\n<li><strong>low prices<\/strong><\/li>\n\n\n\n<li><strong>high speed<\/strong><\/li>\n<\/ul>\n\n\n\n<p>In the past, you could only choose two out of three. But M2 took all three on its own:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>dimension (math.)<\/th><th>M2 Performance<\/th><\/tr><\/thead><tbody><tr><td>intelligence level<\/td><td>5th globally, 1st in open source (Artificial Analysis)<\/td><\/tr><tr><td>prices<\/td><td>Claude's 8%, one of the lowest in the country.<\/td><\/tr><tr><td>tempo<\/td><td>100+ TPS, far more than DeepSeek, GLM<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>One sentence summary M2<\/strong>::<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\"A compact, fast and superbly cost-effective model built for Coding and Agent.\"<\/p>\n<\/blockquote>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/10\/image-31.png\" alt=\"\" class=\"wp-image-2483\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83c\udf1f Write in the end<\/h2>\n\n\n\n<p>The MiniMax M2 is not just a technological breakthrough, it is a<strong>The Revolution of Inclusive AI<\/strong>The<\/p>\n\n\n\n<p>Previously, top AI was a \"supercar\" - a powerful car that ordinary people couldn't afford or wouldn't drive.<br>Now, the M2 is a \"fully autonomous smart car\" - you name the destination, it'll take you there.<strong>It's also fuel efficient, free, and traffic free<\/strong>The<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>The free window is limited, so hurry up before the servers \"can't hold out\"!<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p>\ud83d\udd17 Experience Address:<br>\ud83d\udc49 <a href=\"https:\/\/agent.minimaxi.com\">https:\/\/agent.minimaxi.com<\/a><br>\ud83d\udc49 <a href=\"https:\/\/platform.minimaxi.com\">https:\/\/platform.minimaxi.com<\/a><\/p>\n\n\n\n<table style=\"width: 100%;border-collapse: collapse;border: 1px solid #ddd\">\n<thead>\n<tr style=\"height: 48px;background-color: #f5f5f5\">\n<th style=\"width: 50%;height: 48px;border: 1px solid #ddd;padding: 8px\">\n<h4 style=\"margin: 0\">For more products, please check out<\/h4>\n<\/th>\n<th style=\"width: 50%;height: 48px;border: 1px solid #ddd;padding: 8px\">\n<h4 style=\"margin: 0\">See more at<\/h4>\n<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr style=\"height: 63px\">\n<td style=\"width: 50%;height: 63px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/en\/\" data-linktype=\"2\">ShirtAI - Penetrating Intelligence<\/a><\/td>\n<td style=\"width: 50%;height: 63px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/en\/archives\/4425\/\" data-linktype=\"2\">The AIGC Big Model: ushering in an era of dual revolution in engineering and science - Penetrating Intelligence<\/a><\/td>\n<\/tr>\n<tr style=\"height: 61px\">\n<td style=\"width: 50%;height: 61px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/en\/\" data-linktype=\"2\">1:1 Restoration of Claude and GPT Official Website - AI Cloud Native<\/a><\/td>\n<td style=\"width: 50%;height: 61px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.bluelsqkj.com\/archives\/2876\" data-linktype=\"2\">Live Match App Global HD Sports Viewing Player (Recommended) - BlueShirt.com<\/a><\/td>\n<\/tr>\n<tr style=\"height: 54px\">\n<td style=\"width: 50%;height: 54px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/api.mygptmeta.com\/\" data-linktype=\"2\">Transit service based on official API - GPTMeta API<\/a><\/td>\n<td style=\"width: 50%;height: 54px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.zhihu.com\/question\/621055223\/answer\/3633615705\" data-linktype=\"2\">Help, can anyone of you provide some tips on how to ask questions on GPT? - Knowing<\/a><\/td>\n<\/tr>\n<tr style=\"height: 70px\">\n<td style=\"width: 50%;height: 70px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/shop.blueshirtmap.com\/\" data-linktype=\"2\">Global Virtual Goods Digital Store - Global SmarTone (Feng Ling Ge)<\/a><\/td>\n<td style=\"width: 50%;height: 70px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.bilibili.com\/video\/BV1efpneYE54\/?spm_id_from=333.1387.homepage.video_card.click\" data-linktype=\"2\">How powerful is Claude airtfacts feature that GPT instantly doesn't smell good? -BeepBeep<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>","protected":false},"excerpt":{"rendered":"<p>MiniMax\u53d1\u5e03\u65b0\u4e00\u4ee3\u5f00\u6e90\u5927\u6a21\u578bM2\uff0c\u6027\u80fd\u8dfb\u8eab\u5168\u7403\u524d\u4e94\uff0c\u4ef7\u683c\u4ec5\u4e3aClaude 4.5\u76848%\u3002\u8be5\u6a21\u578b\u603b\u53c2\u6570230B\uff0c\u6fc0\u6d3b\u53c2\u6570\u4ec510B\uff0c\u63a8\u7406\u901f\u5ea6\u8d85100 tokens\/\u79d2\u3002\u5728\u7f16\u7a0b\u3001Agent\u5de5\u4f5c\u6d41\u548c\u591a\u6a21\u6001\u4efb\u52a1\u4e0a\u8868\u73b0\u4f18\u5f02\uff0c\u6253\u7834\u4e86AI\u9886\u57df\u9ad8\u6027\u80fd\u3001\u4f4e\u4ef7\u683c\u3001\u9ad8\u901f\u5ea6\u7684&quot;\u4e0d\u53ef\u80fd\u4e09\u89d2&quot;\u3002<\/p>","protected":false},"author":1,"featured_media":6513,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[79],"tags":[65,56,142],"class_list":["post-6514","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-opensource","tag-ai-programming","tag-open-source-models","tag-agent-applications"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.3 (Yoast SEO v25.2) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>MiniMax M2\uff1a\u56fd\u4ea7\u5f00\u6e90\u6a21\u578b\u6740\u75af\u4e86\uff018%\u7684\u4ef7\u683c\uff0c\u6253\u51faClaude\u7ea7\u6027\u80fd - \u6e17\u900f\u667a\u80fd<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.myshirtai.com\/en\/archives\/6514\/\" \/>\n<meta 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